Task 5239644
| Name | ParityModified-1619234361-28681-2_1 |
| Workunit | 3112586 |
| Created | 26 May 2021, 17:35:00 UTC |
| Sent | 26 May 2021, 21:52:37 UTC |
| Report deadline | 2 Jun 2021, 21:52:37 UTC |
| Received | 27 May 2021, 0:37:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 12510 |
| Run time | 1 hours 36 min 8 sec |
| CPU time | 1 hours 31 min 28 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,344.65 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> :39:40 main:574] : INFO : Epoch 1542 | loss: 0.0311642 | val_loss: 0.0311748 | Time: 2707.16 ms [2021-05-26 19:39:43 main:574] : INFO : Epoch 1543 | loss: 0.0311633 | val_loss: 0.0311748 | Time: 2702.38 ms [2021-05-26 19:39:45 main:574] : INFO : Epoch 1544 | loss: 0.031163 | val_loss: 0.0311718 | Time: 2707.5 ms [2021-05-26 19:39:48 main:574] : INFO : Epoch 1545 | loss: 0.0311626 | val_loss: 0.0311723 | Time: 2698.06 ms [2021-05-26 19:39:51 main:574] : INFO : Epoch 1546 | loss: 0.0311648 | val_loss: 0.0311889 | Time: 2712.15 ms [2021-05-26 19:39:54 main:574] : INFO : Epoch 1547 | loss: 0.0311675 | val_loss: 0.031175 | Time: 2706.22 ms [2021-05-26 19:39:57 main:574] : INFO : Epoch 1548 | loss: 0.0311623 | val_loss: 0.031175 | Time: 2715.03 ms [2021-05-26 19:39:59 main:574] : INFO : Epoch 1549 | loss: 0.0311621 | val_loss: 0.0311778 | Time: 2699.1 ms [2021-05-26 19:40:02 main:574] : INFO : Epoch 1550 | loss: 0.0311647 | val_loss: 0.0311718 | Time: 2740.58 ms [2021-05-26 19:40:05 main:574] : INFO : Epoch 1551 | loss: 0.0311656 | val_loss: 0.0311767 | Time: 2713.8 ms [2021-05-26 19:40:08 main:574] : INFO : Epoch 1552 | loss: 0.0311643 | val_loss: 0.0311722 | Time: 2728.79 ms [2021-05-26 19:40:11 main:574] : INFO : Epoch 1553 | loss: 0.0311633 | val_loss: 0.0311773 | Time: 2706.95 ms [2021-05-26 19:40:13 main:574] : INFO : Epoch 1554 | loss: 0.0311646 | val_loss: 0.0311734 | Time: 2683.98 ms [2021-05-26 19:40:16 main:574] : INFO : Epoch 1555 | loss: 0.0311645 | val_loss: 0.031178 | Time: 2719.55 ms [2021-05-26 19:40:19 main:574] : INFO : Epoch 1556 | loss: 0.0311648 | val_loss: 0.031174 | Time: 2688.22 ms [2021-05-26 19:40:22 main:574] : INFO : Epoch 1557 | loss: 0.0311621 | val_loss: 0.0311748 | Time: 2733.66 ms [2021-05-26 19:40:25 main:574] : INFO : Epoch 1558 | loss: 0.0311643 | val_loss: 0.0311788 | Time: 2700.17 ms [2021-05-26 19:40:27 main:574] : INFO : Epoch 1559 | loss: 0.0311631 | val_loss: 0.0311742 | Time: 2701.35 ms [2021-05-26 19:40:30 main:574] : INFO : Epoch 1560 | loss: 0.0311605 | val_loss: 0.0311718 | Time: 2710.21 ms [2021-05-26 19:40:33 main:574] : INFO : Epoch 1561 | loss: 0.031162 | val_loss: 0.0311755 | Time: 2705.76 ms [2021-05-26 19:40:36 main:574] : INFO : Epoch 1562 | loss: 0.0311632 | val_loss: 0.0311734 | Time: 2733.76 ms [2021-05-26 19:40:39 main:574] : INFO : Epoch 1563 | loss: 0.0311644 | val_loss: 0.031172 | Time: 2727.24 ms [2021-05-26 19:40:42 main:574] : INFO : Epoch 1564 | loss: 0.03116 | val_loss: 0.0311725 | Time: 2706.68 ms [2021-05-26 19:40:44 main:574] : INFO : Epoch 1565 | loss: 0.0311624 | val_loss: 0.0311761 | Time: 2702.43 ms [2021-05-26 19:40:47 main:574] : INFO : Epoch 1566 | loss: 0.0311627 | val_loss: 0.0311722 | Time: 2715.43 ms [2021-05-26 19:40:50 main:574] : INFO : Epoch 1567 | loss: 0.0311615 | val_loss: 0.0311781 | Time: 2702.47 ms [2021-05-26 19:40:53 main:574] : INFO : Epoch 1568 | loss: 0.0311628 | val_loss: 0.0311711 | Time: 2713.65 ms [2021-05-26 19:40:56 main:574] : INFO : Epoch 1569 | loss: 0.0311594 | val_loss: 0.0311772 | Time: 2706.75 ms [2021-05-26 19:40:58 main:574] : INFO : Epoch 1570 | loss: 0.0311603 | val_loss: 0.0311761 | Time: 2701.23 ms [2021-05-26 19:41:01 main:574] : INFO : Epoch 1571 | loss: 0.0311615 | val_loss: 0.0311716 | Time: 2736.32 ms [2021-05-26 19:41:04 main:574] : INFO : Epoch 1572 | loss: 0.0311615 | val_loss: 0.031171 | Time: 2705.14 ms [2021-05-26 19:41:07 main:574] : INFO : Epoch 1573 | loss: 0.0311603 | val_loss: 0.0311758 | Time: 2714.33 ms [2021-05-26 19:41:10 main:574] : INFO : Epoch 1574 | loss: 0.0311601 | val_loss: 0.0311762 | Time: 2700.43 ms [2021-05-26 19:41:13 main:574] : INFO : Epoch 1575 | loss: 0.031162 | val_loss: 0.0311733 | Time: 2722.38 ms [2021-05-26 19:41:15 main:574] : INFO : Epoch 1576 | loss: 0.031161 | val_loss: 0.0311718 | Time: 2716.86 ms [2021-05-26 19:41:18 main:574] : INFO : Epoch 1577 | loss: 0.0311599 | val_loss: 0.0311731 | Time: 2713.78 ms [2021-05-26 19:41:21 main:574] : INFO : Epoch 1578 | loss: 0.0311583 | val_loss: 0.031173 | Time: 2708.49 ms [2021-05-26 19:41:24 main:574] : INFO : Epoch 1579 | loss: 0.0311584 | val_loss: 0.0311712 | Time: 2695.85 ms [2021-05-26 19:41:26 main:574] : INFO : Epoch 1580 | loss: 0.0311615 | val_loss: 0.0311752 | Time: 2715.21 ms [2021-05-26 19:41:29 main:574] : INFO : Epoch 1581 | loss: 0.0311597 | val_loss: 0.0311743 | Time: 2692.28 ms [2021-05-26 19:41:32 main:574] : INFO : Epoch 1582 | loss: 0.0311607 | val_loss: 0.0311743 | Time: 2712.84 ms [2021-05-26 19:41:35 main:574] : INFO : Epoch 1583 | loss: 0.0311627 | val_loss: 0.0311774 | Time: 2696.89 ms [2021-05-26 19:41:38 main:574] : INFO : Epoch 1584 | loss: 0.0311606 | val_loss: 0.031171 | Time: 2719.76 ms [2021-05-26 19:41:40 main:574] : INFO : Epoch 1585 | loss: 0.0311605 | val_loss: 0.0311737 | Time: 2684.71 ms [2021-05-26 19:41:43 main:574] : INFO : Epoch 1586 | loss: 0.0311696 | val_loss: 0.0311775 | Time: 2737.76 ms [2021-05-26 19:41:46 main:574] : INFO : Epoch 1587 | loss: 0.0311668 | val_loss: 0.0311719 | Time: 2702.17 ms [2021-05-26 19:41:49 main:574] : INFO : Epoch 1588 | loss: 0.031163 | val_loss: 0.0311718 | Time: 2697.34 ms [2021-05-26 19:41:52 main:574] : INFO : Epoch 1589 | loss: 0.0311609 | val_loss: 0.0311726 | Time: 2702.83 ms [2021-05-26 19:41:54 main:574] : INFO : Epoch 1590 | loss: 0.0311621 | val_loss: 0.0311734 | Time: 2704.88 ms [2021-05-26 19:41:57 main:574] : INFO : Epoch 1591 | loss: 0.0311612 | val_loss: 0.031173 | Time: 2714.81 ms [2021-05-26 19:42:00 main:574] : INFO : Epoch 1592 | loss: 0.0311668 | val_loss: 0.0311727 | Time: 2717.65 ms [2021-05-26 19:42:03 main:574] : INFO : Epoch 1593 | loss: 0.0311644 | val_loss: 0.0311736 | Time: 2737.96 ms [2021-05-26 19:42:06 main:574] : INFO : Epoch 1594 | loss: 0.0311608 | val_loss: 0.0311715 | Time: 2700.07 ms [2021-05-26 19:42:08 main:574] : INFO : Epoch 1595 | loss: 0.0311613 | val_loss: 0.0311717 | Time: 2720.86 ms [2021-05-26 19:42:11 main:574] : INFO : Epoch 1596 | loss: 0.0311604 | val_loss: 0.031173 | Time: 2687.92 ms [2021-05-26 19:42:14 main:574] : INFO : Epoch 1597 | loss: 0.03116 | val_loss: 0.031176 | Time: 2722.41 ms [2021-05-26 19:42:17 main:574] : INFO : Epoch 1598 | loss: 0.0311594 | val_loss: 0.0311753 | Time: 2709.89 ms [2021-05-26 19:42:19 main:574] : INFO : Epoch 1599 | loss: 0.0311612 | val_loss: 0.0311736 | Time: 2695.44 ms [2021-05-26 19:42:22 main:574] : INFO : Epoch 1600 | loss: 0.0311592 | val_loss: 0.0311752 | Time: 2727.43 ms [2021-05-26 19:42:25 main:574] : INFO : Epoch 1601 | loss: 0.0311589 | val_loss: 0.0311746 | Time: 2721.08 ms [2021-05-26 19:42:28 main:574] : INFO : Epoch 1602 | loss: 0.0311598 | val_loss: 0.031177 | Time: 2721.35 ms [2021-05-26 19:42:31 main:574] : INFO : Epoch 1603 | loss: 0.031161 | val_loss: 0.0311757 | Time: 2706.26 ms [2021-05-26 19:42:34 main:574] : INFO : Epoch 1604 | loss: 0.0311633 | val_loss: 0.0311746 | Time: 2703.57 ms [2021-05-26 19:42:36 main:574] : INFO : Epoch 1605 | loss: 0.0311589 | val_loss: 0.0311734 | Time: 2705.41 ms [2021-05-26 19:42:39 main:574] : INFO : Epoch 1606 | loss: 0.03116 | val_loss: 0.0311858 | Time: 2692.57 ms [2021-05-26 19:42:42 main:574] : INFO : Epoch 1607 | loss: 0.031164 | val_loss: 0.0311746 | Time: 2723.39 ms [2021-05-26 19:42:45 main:574] : INFO : Epoch 1608 | loss: 0.0311615 | val_loss: 0.0311743 | Time: 2689.04 ms [2021-05-26 19:42:48 main:574] : INFO : Epoch 1609 | loss: 0.0311626 | val_loss: 0.0311752 | Time: 2719.54 ms [2021-05-26 19:42:50 main:574] : INFO : Epoch 1610 | loss: 0.0311629 | val_loss: 0.0311743 | Time: 2694.45 ms [2021-05-26 19:42:53 main:574] : INFO : Epoch 1611 | loss: 0.0311627 | val_loss: 0.031174 | Time: 2715.49 ms [2021-05-26 19:42:56 main:574] : INFO : Epoch 1612 | loss: 0.0311612 | val_loss: 0.0311747 | Time: 2707.65 ms [2021-05-26 19:42:59 main:574] : INFO : Epoch 1613 | loss: 0.031162 | val_loss: 0.0311734 | Time: 2715.42 ms [2021-05-26 19:43:01 main:574] : INFO : Epoch 1614 | loss: 0.0311589 | val_loss: 0.0311749 | Time: 2712.88 ms [2021-05-26 19:43:04 main:574] : INFO : Epoch 1615 | loss: 0.0311617 | val_loss: 0.0311745 | Time: 2696.24 ms [2021-05-26 19:43:07 main:574] : INFO : Epoch 1616 | loss: 0.0311601 | val_loss: 0.0311742 | Time: 2716.77 ms [2021-05-26 19:43:10 main:574] : INFO : Epoch 1617 | loss: 0.0311597 | val_loss: 0.0311756 | Time: 2690.62 ms [2021-05-26 19:43:13 main:574] : INFO : Epoch 1618 | loss: 0.0311592 | val_loss: 0.0311714 | Time: 2721.66 ms [2021-05-26 19:43:15 main:574] : INFO : Epoch 1619 | loss: 0.0311588 | val_loss: 0.0311722 | Time: 2702.49 ms [2021-05-26 19:43:18 main:574] : INFO : Epoch 1620 | loss: 0.0311595 | val_loss: 0.0311809 | Time: 2719.38 ms [2021-05-26 19:43:21 main:574] : INFO : Epoch 1621 | loss: 0.0311629 | val_loss: 0.0311723 | Time: 2710.02 ms [2021-05-26 19:43:24 main:574] : INFO : Epoch 1622 | loss: 0.0311613 | val_loss: 0.031179 | Time: 2707.63 ms [2021-05-26 19:43:27 main:574] : INFO : Epoch 1623 | loss: 0.0311612 | val_loss: 0.0311722 | Time: 2725.05 ms [2021-05-26 19:43:29 main:574] : INFO : Epoch 1624 | loss: 0.0311585 | val_loss: 0.0311754 | Time: 2702.96 ms [2021-05-26 19:43:32 main:574] : INFO : Epoch 1625 | loss: 0.0311586 | val_loss: 0.0311716 | Time: 2721.83 ms [2021-05-26 19:43:35 main:574] : INFO : Epoch 1626 | loss: 0.0311585 | val_loss: 0.0311735 | Time: 2696.01 ms [2021-05-26 19:43:38 main:574] : INFO : Epoch 1627 | loss: 0.0311572 | val_loss: 0.0311723 | Time: 2710 ms [2021-05-26 19:43:41 main:574] : INFO : Epoch 1628 | loss: 0.0311559 | val_loss: 0.0311716 | Time: 2712.2 ms [2021-05-26 19:43:43 main:574] : INFO : Epoch 1629 | loss: 0.0311591 | val_loss: 0.0311786 | Time: 2706.14 ms [2021-05-26 19:43:46 main:574] : INFO : Epoch 1630 | loss: 0.0311564 | val_loss: 0.0311717 | Time: 2698.98 ms [2021-05-26 19:43:49 main:574] : INFO : Epoch 1631 | loss: 0.0311565 | val_loss: 0.0311776 | Time: 2719.27 ms [2021-05-26 19:43:52 main:574] : INFO : Epoch 1632 | loss: 0.0311557 | val_loss: 0.0311729 | Time: 2695 ms [2021-05-26 19:43:55 main:574] : INFO : Epoch 1633 | loss: 0.0311561 | val_loss: 0.0311728 | Time: 2699.88 ms [2021-05-26 19:43:58 main:574] : INFO : Epoch 1634 | loss: 0.0311556 | val_loss: 0.0311735 | Time: 2707.04 ms [2021-05-26 19:44:00 main:574] : INFO : Epoch 1635 | loss: 0.0311564 | val_loss: 0.031175 | Time: 2712.1 ms [2021-05-26 19:44:03 main:574] : INFO : Epoch 1636 | loss: 0.0311566 | val_loss: 0.0311741 | Time: 2714.33 ms [2021-05-26 19:44:06 main:574] : INFO : Epoch 1637 | loss: 0.0311565 | val_loss: 0.031176 | Time: 2699.93 ms [2021-05-26 19:44:09 main:574] : INFO : Epoch 1638 | loss: 0.0311563 | val_loss: 0.0311735 | Time: 2722.12 ms [2021-05-26 19:44:11 main:574] : INFO : Epoch 1639 | loss: 0.0311554 | val_loss: 0.0311731 | Time: 2705.58 ms [2021-05-26 19:44:14 main:574] : INFO : Epoch 1640 | loss: 0.0311572 | val_loss: 0.0311717 | Time: 2704.27 ms [2021-05-26 19:44:17 main:574] : INFO : Epoch 1641 | loss: 0.031156 | val_loss: 0.0311733 | Time: 2732.41 ms [2021-05-26 19:44:20 main:574] : INFO : Epoch 1642 | loss: 0.0311542 | val_loss: 0.0311729 | Time: 2684.86 ms [2021-05-26 19:44:23 main:574] : INFO : Epoch 1643 | loss: 0.0311568 | val_loss: 0.0311745 | Time: 2729.68 ms [2021-05-26 19:44:25 main:574] : INFO : Epoch 1644 | loss: 0.0311568 | val_loss: 0.0311792 | Time: 2716.03 ms [2021-05-26 19:44:28 main:574] : INFO : Epoch 1645 | loss: 0.031158 | val_loss: 0.0311742 | Time: 2729.04 ms [2021-05-26 19:44:31 main:574] : INFO : Epoch 1646 | loss: 0.0311542 | val_loss: 0.0311745 | Time: 2707.59 ms [2021-05-26 19:44:34 main:574] : INFO : Epoch 1647 | loss: 0.0311553 | val_loss: 0.031175 | Time: 2719.58 ms [2021-05-26 19:44:37 main:574] : INFO : Epoch 1648 | loss: 0.0311583 | val_loss: 0.0311758 | Time: 2696 ms [2021-05-26 19:44:39 main:574] : INFO : Epoch 1649 | loss: 0.0311544 | val_loss: 0.0311731 | Time: 2702.69 ms [2021-05-26 19:44:42 main:574] : INFO : Epoch 1650 | loss: 0.0311545 | val_loss: 0.0311787 | Time: 2724.21 ms [2021-05-26 19:44:45 main:574] : INFO : Epoch 1651 | loss: 0.031162 | val_loss: 0.0311896 | Time: 2695.47 ms [2021-05-26 19:44:48 main:574] : INFO : Epoch 1652 | loss: 0.0311608 | val_loss: 0.0311892 | Time: 2729.19 ms [2021-05-26 19:44:51 main:574] : INFO : Epoch 1653 | loss: 0.0311593 | val_loss: 0.0311727 | Time: 2690.44 ms [2021-05-26 19:44:53 main:574] : INFO : Epoch 1654 | loss: 0.0311552 | val_loss: 0.031171 | Time: 2732.1 ms [2021-05-26 19:44:56 main:574] : INFO : Epoch 1655 | loss: 0.0311587 | val_loss: 0.0311752 | Time: 2705.35 ms [2021-05-26 19:44:59 main:574] : INFO : Epoch 1656 | loss: 0.0311693 | val_loss: 0.0311775 | Time: 2724 ms [2021-05-26 19:45:02 main:574] : INFO : Epoch 1657 | loss: 0.0311783 | val_loss: 0.0311823 | Time: 2700.48 ms [2021-05-26 19:45:05 main:574] : INFO : Epoch 1658 | loss: 0.031184 | val_loss: 0.0311927 | Time: 2694.85 ms [2021-05-26 19:45:07 main:574] : INFO : Epoch 1659 | loss: 0.0311846 | val_loss: 0.0311792 | Time: 2698.04 ms [2021-05-26 19:45:10 main:574] : INFO : Epoch 1660 | loss: 0.0311822 | val_loss: 0.0311787 | Time: 2712.12 ms [2021-05-26 19:45:13 main:574] : INFO : Epoch 1661 | loss: 0.0311808 | val_loss: 0.0311763 | Time: 2705.76 ms [2021-05-26 19:45:16 main:574] : INFO : Epoch 1662 | loss: 0.0311786 | val_loss: 0.0311777 | Time: 2713.24 ms [2021-05-26 19:45:19 main:574] : INFO : Epoch 1663 | loss: 0.0311801 | val_loss: 0.0311819 | Time: 2710.74 ms [2021-05-26 19:45:21 main:574] : INFO : Epoch 1664 | loss: 0.0311813 | val_loss: 0.0311776 | Time: 2703.13 ms [2021-05-26 19:45:24 main:574] : INFO : Epoch 1665 | loss: 0.0311769 | val_loss: 0.0311774 | Time: 2701.96 ms [2021-05-26 19:45:27 main:574] : INFO : Epoch 1666 | loss: 0.0311755 | val_loss: 0.0311764 | Time: 2714.83 ms [2021-05-26 19:45:30 main:574] : INFO : Epoch 1667 | loss: 0.0311754 | val_loss: 0.0311761 | Time: 2699.82 ms [2021-05-26 19:45:33 main:574] : INFO : Epoch 1668 | loss: 0.0311772 | val_loss: 0.0311767 | Time: 2707.69 ms [2021-05-26 19:45:35 main:574] : INFO : Epoch 1669 | loss: 0.0311732 | val_loss: 0.0311771 | Time: 2698.83 ms [2021-05-26 19:45:38 main:574] : INFO : Epoch 1670 | loss: 0.0311744 | val_loss: 0.0311789 | Time: 2724.88 ms [2021-05-26 19:45:41 main:574] : INFO : Epoch 1671 | loss: 0.0311752 | val_loss: 0.0311832 | Time: 2717.61 ms [2021-05-26 19:45:44 main:574] : INFO : Epoch 1672 | loss: 0.0311753 | val_loss: 0.0311794 | Time: 2723.2 ms [2021-05-26 19:45:47 main:574] : INFO : Epoch 1673 | loss: 0.031174 | val_loss: 0.031176 | Time: 2718.34 ms [2021-05-26 19:45:49 main:574] : INFO : Epoch 1674 | loss: 0.0311725 | val_loss: 0.0311807 | Time: 2698.6 ms [2021-05-26 19:45:52 main:574] : INFO : Epoch 1675 | loss: 0.0311738 | val_loss: 0.0311758 | Time: 2718.38 ms [2021-05-26 19:45:55 main:574] : INFO : Epoch 1676 | loss: 0.031172 | val_loss: 0.0311761 | Time: 2702.16 ms [2021-05-26 19:45:58 main:574] : INFO : Epoch 1677 | loss: 0.0311732 | val_loss: 0.0311778 | Time: 2719.4 ms [2021-05-26 19:46:01 main:574] : INFO : Epoch 1678 | loss: 0.0311774 | val_loss: 0.0311784 | Time: 2687.92 ms [2021-05-26 19:46:03 main:574] : INFO : Epoch 1679 | loss: 0.0311737 | val_loss: 0.0311774 | Time: 2710.82 ms [2021-05-26 19:46:06 main:574] : INFO : Epoch 1680 | loss: 0.031171 | val_loss: 0.031178 | Time: 2691.23 ms [2021-05-26 19:46:09 main:574] : INFO : Epoch 1681 | loss: 0.0311709 | val_loss: 0.0311762 | Time: 2729.25 ms [2021-05-26 19:46:12 main:574] : INFO : Epoch 1682 | loss: 0.0311709 | val_loss: 0.0311765 | Time: 2690.29 ms [2021-05-26 19:46:15 main:574] : INFO : Epoch 1683 | loss: 0.0311701 | val_loss: 0.0311757 | Time: 2712.7 ms [2021-05-26 19:46:17 main:574] : INFO : Epoch 1684 | loss: 0.0311706 | val_loss: 0.0311755 | Time: 2702.26 ms [2021-05-26 19:46:20 main:574] : INFO : Epoch 1685 | loss: 0.0311708 | val_loss: 0.0311763 | Time: 2709.72 ms [2021-05-26 19:46:23 main:574] : INFO : Epoch 1686 | loss: 0.0311694 | val_loss: 0.0311759 | Time: 2721.47 ms [2021-05-26 19:46:26 main:574] : INFO : Epoch 1687 | loss: 0.0311709 | val_loss: 0.0311802 | Time: 2699.62 ms [2021-05-26 19:46:29 main:574] : INFO : Epoch 1688 | loss: 0.0311739 | val_loss: 0.0311776 | Time: 2710.02 ms [2021-05-26 19:46:32 main:574] : INFO : Epoch 1689 | loss: 0.0311711 | val_loss: 0.0311762 | Time: 2689.19 ms [2021-05-26 19:46:34 main:574] : INFO : Epoch 1690 | loss: 0.0311705 | val_loss: 0.0311741 | Time: 2693.65 ms [2021-05-26 19:46:37 main:574] : INFO : Epoch 1691 | loss: 0.0311695 | val_loss: 0.0311763 | Time: 2704.03 ms [2021-05-26 19:46:40 main:574] : INFO : Epoch 1692 | loss: 0.03117 | val_loss: 0.0311756 | Time: 2697.62 ms [2021-05-26 19:46:43 main:574] : INFO : Epoch 1693 | loss: 0.0311703 | val_loss: 0.0311744 | Time: 2703.26 ms [2021-05-26 19:46:45 main:574] : INFO : Epoch 1694 | loss: 0.0311706 | val_loss: 0.031178 | Time: 2693.3 ms [2021-05-26 19:46:48 main:574] : INFO : Epoch 1695 | loss: 0.0311703 | val_loss: 0.0311779 | Time: 2712.76 ms [2021-05-26 19:46:51 main:574] : INFO : Epoch 1696 | loss: 0.0311708 | val_loss: 0.0311752 | Time: 2701.61 ms [2021-05-26 19:46:54 main:574] : INFO : Epoch 1697 | loss: 0.0311692 | val_loss: 0.031177 | Time: 2706.58 ms [2021-05-26 19:46:57 main:574] : INFO : Epoch 1698 | loss: 0.0311708 | val_loss: 0.0311888 | Time: 2696.41 ms [2021-05-26 19:46:59 main:574] : INFO : Epoch 1699 | loss: 0.0311774 | val_loss: 0.0311849 | Time: 2708.71 ms [2021-05-26 19:47:02 main:574] : INFO : Epoch 1700 | loss: 0.031178 | val_loss: 0.0311766 | Time: 2709.4 ms [2021-05-26 19:47:05 main:574] : INFO : Epoch 1701 | loss: 0.0311762 | val_loss: 0.031175 | Time: 2693.64 ms [2021-05-26 19:47:08 main:574] : INFO : Epoch 1702 | loss: 0.0311725 | val_loss: 0.0311739 | Time: 2713.87 ms [2021-05-26 19:47:10 main:574] : INFO : Epoch 1703 | loss: 0.0311708 | val_loss: 0.0311797 | Time: 2691.1 ms [2021-05-26 19:47:13 main:574] : INFO : Epoch 1704 | loss: 0.0311746 | val_loss: 0.0311755 | Time: 2714.03 ms [2021-05-26 19:47:16 main:574] : INFO : Epoch 1705 | loss: 0.0311706 | val_loss: 0.0311758 | Time: 2695.02 ms [2021-05-26 19:47:19 main:574] : INFO : Epoch 1706 | loss: 0.0311708 | val_loss: 0.0311765 | Time: 2728.01 ms [2021-05-26 19:47:22 main:574] : INFO : Epoch 1707 | loss: 0.0311745 | val_loss: 0.0311759 | Time: 2705.53 ms [2021-05-26 19:47:25 main:574] : INFO : Epoch 1708 | loss: 0.0311758 | val_loss: 0.031178 | Time: 2722.12 ms [2021-05-26 19:47:27 main:574] : INFO : Epoch 1709 | loss: 0.0311764 | val_loss: 0.0311833 | Time: 2724.41 ms [2021-05-26 19:47:30 main:574] : INFO : Epoch 1710 | loss: 0.0311747 | val_loss: 0.0311769 | Time: 2692.27 ms [2021-05-26 19:47:33 main:574] : INFO : Epoch 1711 | loss: 0.0311745 | val_loss: 0.0311741 | Time: 2706.69 ms [2021-05-26 19:47:36 main:574] : INFO : Epoch 1712 | loss: 0.0311739 | val_loss: 0.0311751 | Time: 2684.62 ms [2021-05-26 19:47:38 main:574] : INFO : Epoch 1713 | loss: 0.0311744 | val_loss: 0.031174 | Time: 2726.01 ms [2021-05-26 19:47:41 main:574] : INFO : Epoch 1714 | loss: 0.0311726 | val_loss: 0.0311753 | Time: 2695.09 ms [2021-05-26 19:47:44 main:574] : INFO : Epoch 1715 | loss: 0.031173 | val_loss: 0.0311732 | Time: 2717.82 ms [2021-05-26 19:47:47 main:574] : INFO : Epoch 1716 | loss: 0.0311737 | val_loss: 0.0311729 | Time: 2687.29 ms [2021-05-26 19:47:50 main:574] : INFO : Epoch 1717 | loss: 0.031174 | val_loss: 0.0311744 | Time: 2716.24 ms [2021-05-26 19:47:52 main:574] : INFO : Epoch 1718 | loss: 0.0311738 | val_loss: 0.0311744 | Time: 2699.21 ms [2021-05-26 19:47:55 main:574] : INFO : Epoch 1719 | loss: 0.0311716 | val_loss: 0.0311738 | Time: 2692.53 ms [2021-05-26 19:47:58 main:574] : INFO : Epoch 1720 | loss: 0.0311752 | val_loss: 0.031181 | Time: 2704.98 ms [2021-05-26 19:48:01 main:574] : INFO : Epoch 1721 | loss: 0.031179 | val_loss: 0.0311925 | Time: 2702.64 ms [2021-05-26 19:48:04 main:574] : INFO : Epoch 1722 | loss: 0.0372591 | val_loss: 0.0662012 | Time: 2707.17 ms [2021-05-26 19:48:07 main:574] : INFO : Epoch 1723 | loss: 0.0358029 | val_loss: 0.0727148 | Time: 2702.45 ms [2021-05-26 19:48:09 main:574] : INFO : Epoch 1724 | loss: 0.0372087 | val_loss: 0.0326355 | Time: 2705.45 ms [2021-05-26 19:48:12 main:574] : INFO : Epoch 1725 | loss: 0.0316424 | val_loss: 0.031397 | Time: 2706.37 ms [2021-05-26 19:48:15 main:574] : INFO : Epoch 1726 | loss: 0.0312981 | val_loss: 0.0312524 | Time: 2676.4 ms [2021-05-26 19:48:18 main:574] : INFO : Epoch 1727 | loss: 0.0312463 | val_loss: 0.0312343 | Time: 2709.08 ms [2021-05-26 19:48:20 main:574] : INFO : Epoch 1728 | loss: 0.0312292 | val_loss: 0.0312228 | Time: 2700.07 ms [2021-05-26 19:48:23 main:574] : INFO : Epoch 1729 | loss: 0.0312235 | val_loss: 0.0312209 | Time: 2719.28 ms [2021-05-26 19:48:26 main:574] : INFO : Epoch 1730 | loss: 0.0312184 | val_loss: 0.0312137 | Time: 2705.34 ms [2021-05-26 19:48:29 main:574] : INFO : Epoch 1731 | loss: 0.031215 | val_loss: 0.0312112 | Time: 2706.87 ms [2021-05-26 19:48:31 main:574] : INFO : Epoch 1732 | loss: 0.0312128 | val_loss: 0.0312107 | Time: 2720.97 ms [2021-05-26 19:48:34 main:574] : INFO : Epoch 1733 | loss: 0.031212 | val_loss: 0.0312103 | Time: 2710.08 ms [2021-05-26 19:48:37 main:574] : INFO : Epoch 1734 | loss: 0.0312107 | val_loss: 0.0312085 | Time: 2707.11 ms [2021-05-26 19:48:40 main:574] : INFO : Epoch 1735 | loss: 0.0312096 | val_loss: 0.031207 | Time: 2701.02 ms [2021-05-26 19:48:43 main:574] : INFO : Epoch 1736 | loss: 0.0312102 | val_loss: 0.0312067 | Time: 2720.98 ms [2021-05-26 19:48:45 main:574] : INFO : Epoch 1737 | loss: 0.031208 | val_loss: 0.0312054 | Time: 2676.39 ms [2021-05-26 19:48:48 main:574] : INFO : Epoch 1738 | loss: 0.0312075 | val_loss: 0.0312051 | Time: 2726.7 ms [2021-05-26 19:48:51 main:574] : INFO : Epoch 1739 | loss: 0.0312069 | val_loss: 0.0312045 | Time: 2695.34 ms [2021-05-26 19:48:54 main:574] : INFO : Epoch 1740 | loss: 0.0312067 | val_loss: 0.0312038 | Time: 2723.36 ms [2021-05-26 19:48:57 main:574] : INFO : Epoch 1741 | loss: 0.0312054 | val_loss: 0.0312033 | Time: 2682.8 ms [2021-05-26 19:48:59 main:574] : INFO : Epoch 1742 | loss: 0.031206 | val_loss: 0.0312052 | Time: 2704.42 ms [2021-05-26 19:49:02 main:574] : INFO : Epoch 1743 | loss: 0.0312071 | val_loss: 0.0312041 | Time: 2704.32 ms [2021-05-26 19:49:05 main:574] : INFO : Epoch 1744 | loss: 0.0312062 | val_loss: 0.0312036 | Time: 2716.63 ms [2021-05-26 19:49:08 main:574] : INFO : Epoch 1745 | loss: 0.0312043 | val_loss: 0.0312025 | Time: 2697 ms [2021-05-26 19:49:11 main:574] : INFO : Epoch 1746 | loss: 0.0312038 | val_loss: 0.0312008 | Time: 2711.8 ms [2021-05-26 19:49:13 main:574] : INFO : Epoch 1747 | loss: 0.0312036 | val_loss: 0.0312005 | Time: 2738.93 ms [2021-05-26 19:49:16 main:574] : INFO : Epoch 1748 | loss: 0.0312031 | val_loss: 0.0312004 | Time: 2696.47 ms [2021-05-26 19:49:19 main:574] : INFO : Epoch 1749 | loss: 0.0312026 | val_loss: 0.0312035 | Time: 2723.96 ms [2021-05-26 19:49:22 main:574] : INFO : Epoch 1750 | loss: 0.0312033 | val_loss: 0.0312014 | Time: 2699.09 ms [2021-05-26 19:49:25 main:574] : INFO : Epoch 1751 | loss: 0.0312022 | val_loss: 0.0311991 | Time: 2727.66 ms [2021-05-26 19:49:27 main:574] : INFO : Epoch 1752 | loss: 0.0312015 | val_loss: 0.0311995 | Time: 2690.64 ms [2021-05-26 19:49:30 main:574] : INFO : Epoch 1753 | loss: 0.0312016 | val_loss: 0.0311989 | Time: 2715.3 ms [2021-05-26 19:49:33 main:574] : INFO : Epoch 1754 | loss: 0.031201 | val_loss: 0.031198 | Time: 2691.85 ms [2021-05-26 19:49:36 main:574] : INFO : Epoch 1755 | loss: 0.0312008 | val_loss: 0.0311975 | Time: 2695.69 ms [2021-05-26 19:49:39 main:574] : INFO : Epoch 1756 | loss: 0.0312049 | val_loss: 0.0312025 | Time: 2720.97 ms [2021-05-26 19:49:41 main:574] : INFO : Epoch 1757 | loss: 0.0312012 | val_loss: 0.0311967 | Time: 2698.9 ms [2021-05-26 19:49:44 main:574] : INFO : Epoch 1758 | loss: 0.0312001 | val_loss: 0.0311965 | Time: 2702.58 ms [2021-05-26 19:49:47 main:574] : INFO : Epoch 1759 | loss: 0.0312004 | val_loss: 0.0311972 | Time: 2698.04 ms [2021-05-26 19:49:50 main:574] : INFO : Epoch 1760 | loss: 0.0312001 | val_loss: 0.0311958 | Time: 2675.02 ms [2021-05-26 19:49:52 main:574] : INFO : Epoch 1761 | loss: 0.0311998 | val_loss: 0.0311968 | Time: 2696.67 ms [2021-05-26 19:49:55 main:574] : INFO : Epoch 1762 | loss: 0.0311992 | val_loss: 0.0311956 | Time: 2689.44 ms [2021-05-26 19:49:58 main:574] : INFO : Epoch 1763 | loss: 0.0312014 | val_loss: 0.0311959 | Time: 2708.61 ms [2021-05-26 19:50:01 main:574] : INFO : Epoch 1764 | loss: 0.0312011 | val_loss: 0.0311951 | Time: 2707.06 ms [2021-05-26 19:50:04 main:574] : INFO : Epoch 1765 | loss: 0.0312001 | val_loss: 0.0312019 | Time: 2727.53 ms [2021-05-26 19:50:06 main:574] : INFO : Epoch 1766 | loss: 0.0312005 | val_loss: 0.0311948 | Time: 2700.14 ms [2021-05-26 19:50:09 main:574] : INFO : Epoch 1767 | loss: 0.031199 | val_loss: 0.0311958 | Time: 2713.21 ms [2021-05-26 19:50:12 main:574] : INFO : Epoch 1768 | loss: 0.0312 | val_loss: 0.0311941 | Time: 2719.08 ms [2021-05-26 19:50:15 main:574] : INFO : Epoch 1769 | loss: 0.0311986 | val_loss: 0.0311952 | Time: 2695.16 ms [2021-05-26 19:50:18 main:574] : INFO : Epoch 1770 | loss: 0.0311999 | val_loss: 0.0311941 | Time: 2704.49 ms [2021-05-26 19:50:20 main:574] : INFO : Epoch 1771 | loss: 0.0311986 | val_loss: 0.0311937 | Time: 2716.9 ms [2021-05-26 19:50:23 main:574] : INFO : Epoch 1772 | loss: 0.0311976 | val_loss: 0.0311933 | Time: 2726.82 ms [2021-05-26 19:50:26 main:574] : INFO : Epoch 1773 | loss: 0.0311976 | val_loss: 0.0311931 | Time: 2691.59 ms [2021-05-26 19:50:29 main:574] : INFO : Epoch 1774 | loss: 0.0311975 | val_loss: 0.0311937 | Time: 2726.06 ms [2021-05-26 19:50:32 main:574] : INFO : Epoch 1775 | loss: 0.0311972 | val_loss: 0.0311935 | Time: 2686.9 ms [2021-05-26 19:50:34 main:574] : INFO : Epoch 1776 | loss: 0.0311978 | val_loss: 0.0311942 | Time: 2716.55 ms [2021-05-26 19:50:37 main:574] : INFO : Epoch 1777 | loss: 0.0311975 | val_loss: 0.0311975 | Time: 2710.04 ms [2021-05-26 19:50:40 main:574] : INFO : Epoch 1778 | loss: 0.0311991 | val_loss: 0.0311939 | Time: 2710.11 ms [2021-05-26 19:50:43 main:574] : INFO : Epoch 1779 | loss: 0.0311983 | val_loss: 0.031193 | Time: 2696.54 ms [2021-05-26 19:50:46 main:574] : INFO : Epoch 1780 | loss: 0.0311958 | val_loss: 0.0311934 | Time: 2713.37 ms [2021-05-26 19:50:48 main:574] : INFO : Epoch 1781 | loss: 0.0311961 | val_loss: 0.0311924 | Time: 2707.9 ms [2021-05-26 19:50:51 main:574] : INFO : Epoch 1782 | loss: 0.0311982 | val_loss: 0.0311924 | Time: 2704.42 ms [2021-05-26 19:50:54 main:574] : INFO : Epoch 1783 | loss: 0.0311964 | val_loss: 0.0311933 | Time: 2697.24 ms [2021-05-26 19:50:57 main:574] : INFO : Epoch 1784 | loss: 0.0311961 | val_loss: 0.0311945 | Time: 2705.89 ms [2021-05-26 19:51:00 main:574] : INFO : Epoch 1785 | loss: 0.031196 | val_loss: 0.0311924 | Time: 2738.52 ms [2021-05-26 19:51:02 main:574] : INFO : Epoch 1786 | loss: 0.0311973 | val_loss: 0.0311939 | Time: 2695.25 ms [2021-05-26 19:51:05 main:574] : INFO : Epoch 1787 | loss: 0.0311984 | val_loss: 0.0311973 | Time: 2726.7 ms [2021-05-26 19:51:08 main:574] : INFO : Epoch 1788 | loss: 0.0311971 | val_loss: 0.031192 | Time: 2705.45 ms [2021-05-26 19:51:11 main:574] : INFO : Epoch 1789 | loss: 0.0311948 | val_loss: 0.0311912 | Time: 2706.58 ms [2021-05-26 19:51:14 main:574] : INFO : Epoch 1790 | loss: 0.0311963 | val_loss: 0.0311988 | Time: 2708.35 ms [2021-05-26 19:51:16 main:574] : INFO : Epoch 1791 | loss: 0.0311968 | val_loss: 0.031192 | Time: 2703.35 ms [2021-05-26 19:51:19 main:574] : INFO : Epoch 1792 | loss: 0.0311944 | val_loss: 0.0311921 | Time: 2713.05 ms [2021-05-26 19:51:22 main:574] : INFO : Epoch 1793 | loss: 0.0311951 | val_loss: 0.0311907 | Time: 2719.65 ms [2021-05-26 19:51:25 main:574] : INFO : Epoch 1794 | loss: 0.031194 | val_loss: 0.0311935 | Time: 2702.98 ms [2021-05-26 19:51:28 main:574] : INFO : Epoch 1795 | loss: 0.0311949 | val_loss: 0.0311904 | Time: 2695.9 ms [2021-05-26 19:51:30 main:574] : INFO : Epoch 1796 | loss: 0.0311962 | val_loss: 0.0311906 | Time: 2699.28 ms [2021-05-26 19:51:33 main:574] : INFO : Epoch 1797 | loss: 0.0311965 | val_loss: 0.0312022 | Time: 2717.38 ms [2021-05-26 19:51:36 main:574] : INFO : Epoch 1798 | loss: 0.0311985 | val_loss: 0.0311908 | Time: 2703.1 ms [2021-05-26 19:51:39 main:574] : INFO : Epoch 1799 | loss: 0.0311942 | val_loss: 0.0311925 | Time: 2720.38 ms [2021-05-26 19:51:42 main:574] : INFO : Epoch 1800 | loss: 0.0311959 | val_loss: 0.0311897 | Time: 2690.28 ms [2021-05-26 19:51:44 main:574] : INFO : Epoch 1801 | loss: 0.0311935 | val_loss: 0.0311897 | Time: 2729.85 ms [2021-05-26 19:51:47 main:574] : INFO : Epoch 1802 | loss: 0.0311928 | val_loss: 0.0311901 | Time: 2703.91 ms [2021-05-26 19:51:50 main:574] : INFO : Epoch 1803 | loss: 0.0311935 | val_loss: 0.0311899 | Time: 2703.81 ms [2021-05-26 19:51:53 main:574] : INFO : Epoch 1804 | loss: 0.0311918 | val_loss: 0.0311907 | Time: 2702.46 ms [2021-05-26 19:51:55 main:574] : INFO : Epoch 1805 | loss: 0.0311935 | val_loss: 0.0311913 | Time: 2705.43 ms [2021-05-26 19:51:58 main:574] : INFO : Epoch 1806 | loss: 0.0311936 | val_loss: 0.0311944 | Time: 2720.62 ms [2021-05-26 19:52:01 main:574] : INFO : Epoch 1807 | loss: 0.0311955 | val_loss: 0.0312052 | Time: 2695.95 ms [2021-05-26 19:52:04 main:574] : INFO : Epoch 1808 | loss: 0.0311938 | val_loss: 0.0311908 | Time: 2722.61 ms [2021-05-26 19:52:07 main:574] : INFO : Epoch 1809 | loss: 0.0311937 | val_loss: 0.0311883 | Time: 2691.68 ms [2021-05-26 19:52:09 main:574] : INFO : Epoch 1810 | loss: 0.031192 | val_loss: 0.0311888 | Time: 2718.61 ms [2021-05-26 19:52:12 main:574] : INFO : Epoch 1811 | loss: 0.0311955 | val_loss: 0.0311888 | Time: 2690.28 ms [2021-05-26 19:52:15 main:574] : INFO : Epoch 1812 | loss: 0.0311961 | val_loss: 0.0312018 | Time: 2722.44 ms [2021-05-26 19:52:18 main:574] : INFO : Epoch 1813 | loss: 0.031198 | val_loss: 0.0311887 | Time: 2699.83 ms [2021-05-26 19:52:21 main:574] : INFO : Epoch 1814 | loss: 0.0311939 | val_loss: 0.0311882 | Time: 2723.75 ms [2021-05-26 19:52:23 main:574] : INFO : Epoch 1815 | loss: 0.0311929 | val_loss: 0.0311884 | Time: 2702.29 ms [2021-05-26 19:52:26 main:574] : INFO : Epoch 1816 | loss: 0.0311917 | val_loss: 0.031189 | Time: 2699.7 ms [2021-05-26 19:52:29 main:574] : INFO : Epoch 1817 | loss: 0.0311918 | val_loss: 0.0311958 | Time: 2707.8 ms [2021-05-26 19:52:32 main:574] : INFO : Epoch 1818 | loss: 0.0311969 | val_loss: 0.0311961 | Time: 2716.06 ms [2021-05-26 19:52:35 main:574] : INFO : Epoch 1819 | loss: 0.0311918 | val_loss: 0.0311944 | Time: 2716.16 ms [2021-05-26 19:52:37 main:574] : INFO : Epoch 1820 | loss: 0.0311929 | val_loss: 0.0311949 | Time: 2698.27 ms [2021-05-26 19:52:40 main:574] : INFO : Epoch 1821 | loss: 0.0311919 | val_loss: 0.031188 | Time: 2702.01 ms [2021-05-26 19:52:43 main:574] : INFO : Epoch 1822 | loss: 0.0311917 | val_loss: 0.031188 | Time: 2726.41 ms [2021-05-26 19:52:46 main:574] : INFO : Epoch 1823 | loss: 0.0311907 | val_loss: 0.0311876 | Time: 2709.93 ms [2021-05-26 19:52:49 main:574] : INFO : Epoch 1824 | loss: 0.0311927 | val_loss: 0.031188 | Time: 2733.59 ms [2021-05-26 19:52:51 main:574] : INFO : Epoch 1825 | loss: 0.0311922 | val_loss: 0.0311907 | Time: 2698.61 ms [2021-05-26 19:52:54 main:574] : INFO : Epoch 1826 | loss: 0.0312033 | val_loss: 0.0312146 | Time: 2701.98 ms [2021-05-26 19:52:57 main:574] : INFO : Epoch 1827 | loss: 0.0311967 | val_loss: 0.0311961 | Time: 2709 ms [2021-05-26 19:53:00 main:574] : INFO : Epoch 1828 | loss: 0.0312028 | val_loss: 0.0312256 | Time: 2706.87 ms [2021-05-26 19:53:03 main:574] : INFO : Epoch 1829 | loss: 0.0312025 | val_loss: 0.0311893 | Time: 2721.84 ms [2021-05-26 19:53:06 main:574] : INFO : Epoch 1830 | loss: 0.0311917 | val_loss: 0.0311926 | Time: 2700.37 ms [2021-05-26 19:53:08 main:574] : INFO : Epoch 1831 | loss: 0.0311935 | val_loss: 0.0311911 | Time: 2719.54 ms [2021-05-26 19:53:11 main:574] : INFO : Epoch 1832 | loss: 0.0311918 | val_loss: 0.0311886 | Time: 2693.38 ms [2021-05-26 19:53:14 main:574] : INFO : Epoch 1833 | loss: 0.0311899 | val_loss: 0.0311877 | Time: 2717.48 ms [2021-05-26 19:53:17 main:574] : INFO : Epoch 1834 | loss: 0.0311944 | val_loss: 0.031194 | Time: 2697.19 ms [2021-05-26 19:53:20 main:574] : INFO : Epoch 1835 | loss: 0.0311945 | val_loss: 0.0311892 | Time: 2721.72 ms [2021-05-26 19:53:22 main:574] : INFO : Epoch 1836 | loss: 0.0311913 | val_loss: 0.0311916 | Time: 2698 ms [2021-05-26 19:53:25 main:574] : INFO : Epoch 1837 | loss: 0.031193 | val_loss: 0.0311971 | Time: 2735.5 ms [2021-05-26 19:53:28 main:574] : INFO : Epoch 1838 | loss: 0.0311991 | val_loss: 0.0312051 | Time: 2683.84 ms [2021-05-26 19:53:31 main:574] : INFO : Epoch 1839 | loss: 0.0312002 | val_loss: 0.0311931 | Time: 2723.51 ms [2021-05-26 19:53:33 main:574] : INFO : Epoch 1840 | loss: 0.0311981 | val_loss: 0.0311933 | Time: 2717.21 ms [2021-05-26 19:53:36 main:574] : INFO : Epoch 1841 | loss: 0.0311936 | val_loss: 0.031189 | Time: 2702.78 ms [2021-05-26 19:53:39 main:574] : INFO : Epoch 1842 | loss: 0.0311919 | val_loss: 0.0311883 | Time: 2714.59 ms [2021-05-26 19:53:42 main:574] : INFO : Epoch 1843 | loss: 0.0311934 | val_loss: 0.0311908 | Time: 2704.35 ms [2021-05-26 19:53:45 main:574] : INFO : Epoch 1844 | loss: 0.0311927 | val_loss: 0.0311884 | Time: 2718.85 ms [2021-05-26 19:53:48 main:574] : INFO : Epoch 1845 | loss: 0.0311927 | val_loss: 0.0311885 | Time: 2713.45 ms [2021-05-26 19:53:51 main:574] : INFO : Epoch 1846 | loss: 0.0311926 | val_loss: 0.0311868 | Time: 2706.28 ms [2021-05-26 19:53:53 main:574] : INFO : Epoch 1847 | loss: 0.0311935 | val_loss: 0.0311875 | Time: 2701.58 ms [2021-05-26 19:53:56 main:574] : INFO : Epoch 1848 | loss: 0.0311942 | val_loss: 0.031187 | Time: 2705.98 ms [2021-05-26 19:53:59 main:574] : INFO : Epoch 1849 | loss: 0.0311894 | val_loss: 0.0311869 | Time: 2708.56 ms [2021-05-26 19:54:02 main:574] : INFO : Epoch 1850 | loss: 0.0311941 | val_loss: 0.0311959 | Time: 2711.52 ms [2021-05-26 19:54:05 main:574] : INFO : Epoch 1851 | loss: 0.0311968 | val_loss: 0.0311922 | Time: 2715.07 ms [2021-05-26 19:54:07 main:574] : INFO : Epoch 1852 | loss: 0.0311921 | val_loss: 0.0311959 | Time: 2706.65 ms [2021-05-26 19:54:10 main:574] : INFO : Epoch 1853 | loss: 0.0311922 | val_loss: 0.0311895 | Time: 2709.51 ms [2021-05-26 19:54:13 main:574] : INFO : Epoch 1854 | loss: 0.0311934 | val_loss: 0.0311882 | Time: 2717.54 ms [2021-05-26 19:54:16 main:574] : INFO : Epoch 1855 | loss: 0.0311965 | val_loss: 0.031206 | Time: 2702.84 ms [2021-05-26 19:54:19 main:574] : INFO : Epoch 1856 | loss: 0.0311931 | val_loss: 0.0311871 | Time: 2703.13 ms [2021-05-26 19:54:21 main:574] : INFO : Epoch 1857 | loss: 0.0311927 | val_loss: 0.0311961 | Time: 2685.26 ms [2021-05-26 19:54:24 main:574] : INFO : Epoch 1858 | loss: 0.0311894 | val_loss: 0.0311864 | Time: 2734.4 ms [2021-05-26 19:54:27 main:574] : INFO : Epoch 1859 | loss: 0.0311913 | val_loss: 0.0311888 | Time: 2687.5 ms [2021-05-26 19:54:30 main:574] : INFO : Epoch 1860 | loss: 0.0311894 | val_loss: 0.031192 | Time: 2712.32 ms [2021-05-26 19:54:32 main:574] : INFO : Epoch 1861 | loss: 0.0311904 | val_loss: 0.0311887 | Time: 2696.93 ms [2021-05-26 19:54:35 main:574] : INFO : Epoch 1862 | loss: 0.0311957 | val_loss: 0.0311985 | Time: 2705.97 ms [2021-05-26 19:54:38 main:574] : INFO : Epoch 1863 | loss: 0.0311912 | val_loss: 0.0311858 | Time: 2704.46 ms [2021-05-26 19:54:41 main:574] : INFO : Epoch 1864 | loss: 0.0311896 | val_loss: 0.0311854 | Time: 2717.52 ms [2021-05-26 19:54:44 main:574] : INFO : Epoch 1865 | loss: 0.0311893 | val_loss: 0.0311863 | Time: 2706.36 ms [2021-05-26 19:54:46 main:574] : INFO : Epoch 1866 | loss: 0.0311904 | val_loss: 0.0311862 | Time: 2703.86 ms [2021-05-26 19:54:49 main:574] : INFO : Epoch 1867 | loss: 0.0311882 | val_loss: 0.0311853 | Time: 2720.19 ms [2021-05-26 19:54:52 main:574] : INFO : Epoch 1868 | loss: 0.0311881 | val_loss: 0.0311859 | Time: 2693.23 ms [2021-05-26 19:54:55 main:574] : INFO : Epoch 1869 | loss: 0.031192 | val_loss: 0.0312055 | Time: 2736.48 ms [2021-05-26 19:54:58 main:574] : INFO : Epoch 1870 | loss: 0.0311953 | val_loss: 0.0311879 | Time: 2688.14 ms [2021-05-26 19:55:00 main:574] : INFO : Epoch 1871 | loss: 0.0311891 | val_loss: 0.0311857 | Time: 2733.47 ms [2021-05-26 19:55:03 main:574] : INFO : Epoch 1872 | loss: 0.03119 | val_loss: 0.0311858 | Time: 2706.53 ms [2021-05-26 19:55:06 main:574] : INFO : Epoch 1873 | loss: 0.031188 | val_loss: 0.0311901 | Time: 2711.37 ms [2021-05-26 19:55:09 main:574] : INFO : Epoch 1874 | loss: 0.0311902 | val_loss: 0.0312011 | Time: 2693.01 ms [2021-05-26 19:55:12 main:574] : INFO : Epoch 1875 | loss: 0.031192 | val_loss: 0.0311866 | Time: 2701.55 ms [2021-05-26 19:55:14 main:574] : INFO : Epoch 1876 | loss: 0.0311907 | val_loss: 0.0311866 | Time: 2725.34 ms [2021-05-26 19:55:17 main:574] : INFO : Epoch 1877 | loss: 0.0311891 | val_loss: 0.0311896 | Time: 2708.24 ms [2021-05-26 19:55:20 main:574] : INFO : Epoch 1878 | loss: 0.0311874 | val_loss: 0.0311909 | Time: 2718.74 ms [2021-05-26 19:55:23 main:574] : INFO : Epoch 1879 | loss: 0.0312034 | val_loss: 0.0311985 | Time: 2721.69 ms [2021-05-26 19:55:26 main:574] : INFO : Epoch 1880 | loss: 0.0311945 | val_loss: 0.0311866 | Time: 2695.34 ms [2021-05-26 19:55:28 main:574] : INFO : Epoch 1881 | loss: 0.0311877 | val_loss: 0.0311892 | Time: 2716.83 ms [2021-05-26 19:55:31 main:574] : INFO : Epoch 1882 | loss: 0.0311966 | val_loss: 0.0311926 | Time: 2695.95 ms [2021-05-26 19:55:34 main:574] : INFO : Epoch 1883 | loss: 0.0311899 | val_loss: 0.0311993 | Time: 2714.47 ms [2021-05-26 19:55:37 main:574] : INFO : Epoch 1884 | loss: 0.0311905 | val_loss: 0.0311871 | Time: 2702.7 ms [2021-05-26 19:55:40 main:574] : INFO : Epoch 1885 | loss: 0.0311871 | val_loss: 0.0311848 | Time: 2716.94 ms [2021-05-26 19:55:42 main:574] : INFO : Epoch 1886 | loss: 0.0311894 | val_loss: 0.0311881 | Time: 2707.77 ms [2021-05-26 19:55:45 main:574] : INFO : Epoch 1887 | loss: 0.0311966 | val_loss: 0.0311878 | Time: 2706.27 ms [2021-05-26 19:55:48 main:574] : INFO : Epoch 1888 | loss: 0.0311967 | val_loss: 0.0311922 | Time: 2695.02 ms [2021-05-26 19:55:51 main:574] : INFO : Epoch 1889 | loss: 0.0311884 | val_loss: 0.0311899 | Time: 2712.2 ms [2021-05-26 19:55:54 main:574] : INFO : Epoch 1890 | loss: 0.0311893 | val_loss: 0.0311851 | Time: 2704.38 ms [2021-05-26 19:55:56 main:574] : INFO : Epoch 1891 | loss: 0.0311868 | val_loss: 0.0311891 | Time: 2697.3 ms [2021-05-26 19:55:59 main:574] : INFO : Epoch 1892 | loss: 0.031189 | val_loss: 0.0311853 | Time: 2711.07 ms [2021-05-26 19:56:02 main:574] : INFO : Epoch 1893 | loss: 0.0311884 | val_loss: 0.0311854 | Time: 2707.63 ms [2021-05-26 19:56:05 main:574] : INFO : Epoch 1894 | loss: 0.0311865 | val_loss: 0.0311846 | Time: 2725.6 ms [2021-05-26 19:56:08 main:574] : INFO : Epoch 1895 | loss: 0.0311892 | val_loss: 0.0311871 | Time: 2698.56 ms [2021-05-26 19:56:10 main:574] : INFO : Epoch 1896 | loss: 0.0311866 | val_loss: 0.0311859 | Time: 2713.98 ms [2021-05-26 19:56:13 main:574] : INFO : Epoch 1897 | loss: 0.0311895 | val_loss: 0.0311879 | Time: 2694.27 ms [2021-05-26 19:56:16 main:574] : INFO : Epoch 1898 | loss: 0.031192 | val_loss: 0.0312231 | Time: 2722.91 ms [2021-05-26 19:56:19 main:574] : INFO : Epoch 1899 | loss: 0.031201 | val_loss: 0.0312003 | Time: 2692.73 ms [2021-05-26 19:56:22 main:574] : INFO : Epoch 1900 | loss: 0.0311897 | val_loss: 0.0311862 | Time: 2714.17 ms [2021-05-26 19:56:24 main:574] : INFO : Epoch 1901 | loss: 0.0311866 | val_loss: 0.0311864 | Time: 2697.79 ms [2021-05-26 19:56:27 main:574] : INFO : Epoch 1902 | loss: 0.0311889 | val_loss: 0.0311876 | Time: 2731.54 ms [2021-05-26 19:56:30 main:574] : INFO : Epoch 1903 | loss: 0.0311896 | val_loss: 0.0312044 | Time: 2721.64 ms [2021-05-26 19:56:33 main:574] : INFO : Epoch 1904 | loss: 0.0311882 | val_loss: 0.0311861 | Time: 2709.2 ms [2021-05-26 19:56:36 main:574] : INFO : Epoch 1905 | loss: 0.031189 | val_loss: 0.031185 | Time: 2707.72 ms [2021-05-26 19:56:38 main:574] : INFO : Epoch 1906 | loss: 0.0311862 | val_loss: 0.0311855 | Time: 2691.18 ms [2021-05-26 19:56:41 main:574] : INFO : Epoch 1907 | loss: 0.0311866 | val_loss: 0.0311842 | Time: 2716.02 ms [2021-05-26 19:56:44 main:574] : INFO : Epoch 1908 | loss: 0.0311864 | val_loss: 0.0311843 | Time: 2703.4 ms [2021-05-26 19:56:47 main:574] : INFO : Epoch 1909 | loss: 0.0311871 | val_loss: 0.031186 | Time: 2719.5 ms [2021-05-26 19:56:50 main:574] : INFO : Epoch 1910 | loss: 0.0311871 | val_loss: 0.0311919 | Time: 2712.72 ms [2021-05-26 19:56:52 main:574] : INFO : Epoch 1911 | loss: 0.0311956 | val_loss: 0.0312018 | Time: 2696.01 ms [2021-05-26 19:56:55 main:574] : INFO : Epoch 1912 | loss: 0.0311905 | val_loss: 0.0311855 | Time: 2717.62 ms [2021-05-26 19:56:58 main:574] : INFO : Epoch 1913 | loss: 0.0311866 | val_loss: 0.0311899 | Time: 2711.86 ms [2021-05-26 19:57:01 main:574] : INFO : Epoch 1914 | loss: 0.0312004 | val_loss: 0.0312101 | Time: 2713.49 ms [2021-05-26 19:57:03 main:574] : INFO : Epoch 1915 | loss: 0.0311973 | val_loss: 0.0311962 | Time: 2705.74 ms [2021-05-26 19:57:06 main:574] : INFO : Epoch 1916 | loss: 0.0311939 | val_loss: 0.0311869 | Time: 2715.82 ms [2021-05-26 19:57:09 main:574] : INFO : Epoch 1917 | loss: 0.0311868 | val_loss: 0.0311855 | Time: 2707.18 ms [2021-05-26 19:57:12 main:574] : INFO : Epoch 1918 | loss: 0.0311862 | val_loss: 0.0311857 | Time: 2709.18 ms [2021-05-26 19:57:15 main:574] : INFO : Epoch 1919 | loss: 0.0311867 | val_loss: 0.031185 | Time: 2718.83 ms [2021-05-26 19:57:17 main:574] : INFO : Epoch 1920 | loss: 0.0311878 | val_loss: 0.0311851 | Time: 2690.65 ms [2021-05-26 19:57:20 main:574] : INFO : Epoch 1921 | loss: 0.0311855 | val_loss: 0.0311862 | Time: 2733.12 ms [2021-05-26 19:57:23 main:574] : INFO : Epoch 1922 | loss: 0.0311861 | val_loss: 0.031186 | Time: 2705.86 ms [2021-05-26 19:57:26 main:574] : INFO : Epoch 1923 | loss: 0.0311884 | val_loss: 0.0311886 | Time: 2722.46 ms [2021-05-26 19:57:29 main:574] : INFO : Epoch 1924 | loss: 0.0311926 | val_loss: 0.0311908 | Time: 2710.44 ms [2021-05-26 19:57:32 main:574] : INFO : Epoch 1925 | loss: 0.0311906 | val_loss: 0.0311865 | Time: 2703.8 ms [2021-05-26 19:57:34 main:574] : INFO : Epoch 1926 | loss: 0.0311891 | val_loss: 0.0311906 | Time: 2725.86 ms [2021-05-26 19:57:37 main:574] : INFO : Epoch 1927 | loss: 0.0311908 | val_loss: 0.0311868 | Time: 2687.37 ms [2021-05-26 19:57:40 main:574] : INFO : Epoch 1928 | loss: 0.0311871 | val_loss: 0.0311854 | Time: 2715.97 ms [2021-05-26 19:57:43 main:574] : INFO : Epoch 1929 | loss: 0.0311868 | val_loss: 0.0311882 | Time: 2705.19 ms [2021-05-26 19:57:46 main:574] : INFO : Epoch 1930 | loss: 0.0311862 | val_loss: 0.0311857 | Time: 2715.54 ms [2021-05-26 19:57:48 main:574] : INFO : Epoch 1931 | loss: 0.0311857 | val_loss: 0.0311859 | Time: 2688.01 ms [2021-05-26 19:57:51 main:574] : INFO : Epoch 1932 | loss: 0.0311872 | val_loss: 0.0311882 | Time: 2709.69 ms [2021-05-26 19:57:54 main:574] : INFO : Epoch 1933 | loss: 0.0311896 | val_loss: 0.0311962 | Time: 2700.86 ms [2021-05-26 19:57:57 main:574] : INFO : Epoch 1934 | loss: 0.0311892 | val_loss: 0.0311837 | Time: 2722.89 ms [2021-05-26 19:58:00 main:574] : INFO : Epoch 1935 | loss: 0.0311866 | val_loss: 0.031192 | Time: 2717.49 ms [2021-05-26 19:58:02 main:574] : INFO : Epoch 1936 | loss: 0.0311901 | val_loss: 0.0311904 | Time: 2719.18 ms [2021-05-26 19:58:05 main:574] : INFO : Epoch 1937 | loss: 0.0311874 | val_loss: 0.0311837 | Time: 2715.82 ms [2021-05-26 19:58:08 main:574] : INFO : Epoch 1938 | loss: 0.0311849 | val_loss: 0.0311835 | Time: 2705.24 ms [2021-05-26 19:58:11 main:574] : INFO : Epoch 1939 | loss: 0.0311871 | val_loss: 0.0311857 | Time: 2715.8 ms [2021-05-26 19:58:14 main:574] : INFO : Epoch 1940 | loss: 0.0311856 | val_loss: 0.0311855 | Time: 2712.01 ms [2021-05-26 19:58:17 main:574] : INFO : Epoch 1941 | loss: 0.0311923 | val_loss: 0.0311956 | Time: 2706.23 ms [2021-05-26 19:58:19 main:574] : INFO : Epoch 1942 | loss: 0.0311919 | val_loss: 0.0311879 | Time: 2726.7 ms [2021-05-26 19:58:22 main:574] : INFO : Epoch 1943 | loss: 0.0311873 | val_loss: 0.0311839 | Time: 2686.84 ms [2021-05-26 19:58:25 main:574] : INFO : Epoch 1944 | loss: 0.0311876 | val_loss: 0.0311878 | Time: 2734.16 ms [2021-05-26 19:58:28 main:574] : INFO : Epoch 1945 | loss: 0.0311869 | val_loss: 0.0311834 | Time: 2699.47 ms [2021-05-26 19:58:31 main:574] : INFO : Epoch 1946 | loss: 0.0311862 | val_loss: 0.0311876 | Time: 2717.84 ms [2021-05-26 19:58:33 main:574] : INFO : Epoch 1947 | loss: 0.0311863 | val_loss: 0.0311852 | Time: 2714.32 ms [2021-05-26 19:58:36 main:574] : INFO : Epoch 1948 | loss: 0.0311837 | val_loss: 0.031184 | Time: 2705.3 ms [2021-05-26 19:58:39 main:574] : INFO : Epoch 1949 | loss: 0.031185 | val_loss: 0.0311829 | Time: 2712.59 ms [2021-05-26 19:58:42 main:574] : INFO : Epoch 1950 | loss: 0.0311867 | val_loss: 0.0311824 | Time: 2698.86 ms [2021-05-26 19:58:45 main:574] : INFO : Epoch 1951 | loss: 0.0311843 | val_loss: 0.0311854 | Time: 2707.59 ms [2021-05-26 19:58:47 main:574] : INFO : Epoch 1952 | loss: 0.0311917 | val_loss: 0.0311859 | Time: 2683.61 ms [2021-05-26 19:58:50 main:574] : INFO : Epoch 1953 | loss: 0.0311869 | val_loss: 0.0311863 | Time: 2728.77 ms [2021-05-26 19:58:53 main:574] : INFO : Epoch 1954 | loss: 0.0311847 | val_loss: 0.0311869 | Time: 2700.51 ms [2021-05-26 19:58:56 main:574] : INFO : Epoch 1955 | loss: 0.0311867 | val_loss: 0.0311828 | Time: 2729.9 ms [2021-05-26 19:58:59 main:574] : INFO : Epoch 1956 | loss: 0.0311842 | val_loss: 0.031188 | Time: 2695.03 ms [2021-05-26 19:59:02 main:574] : INFO : Epoch 1957 | loss: 0.0311877 | val_loss: 0.0311947 | Time: 2719.63 ms [2021-05-26 19:59:04 main:574] : INFO : Epoch 1958 | loss: 0.0311888 | val_loss: 0.0311835 | Time: 2697.41 ms [2021-05-26 19:59:07 main:574] : INFO : Epoch 1959 | loss: 0.0311875 | val_loss: 0.0311839 | Time: 2716.17 ms [2021-05-26 19:59:10 main:574] : INFO : Epoch 1960 | loss: 0.0311885 | val_loss: 0.0311884 | Time: 2705.84 ms [2021-05-26 19:59:13 main:574] : INFO : Epoch 1961 | loss: 0.0311882 | val_loss: 0.0311872 | Time: 2705.12 ms [2021-05-26 19:59:16 main:574] : INFO : Epoch 1962 | loss: 0.0311855 | val_loss: 0.0311836 | Time: 2710.56 ms [2021-05-26 19:59:18 main:574] : INFO : Epoch 1963 | loss: 0.0311846 | val_loss: 0.0311844 | Time: 2700.98 ms [2021-05-26 19:59:21 main:574] : INFO : Epoch 1964 | loss: 0.0311881 | val_loss: 0.0311895 | Time: 2717.09 ms [2021-05-26 19:59:24 main:574] : INFO : Epoch 1965 | loss: 0.0311885 | val_loss: 0.0311846 | Time: 2714.06 ms [2021-05-26 19:59:27 main:574] : INFO : Epoch 1966 | loss: 0.0311838 | val_loss: 0.0311825 | Time: 2712.76 ms [2021-05-26 19:59:30 main:574] : INFO : Epoch 1967 | loss: 0.0311845 | val_loss: 0.031183 | Time: 2712.33 ms [2021-05-26 19:59:32 main:574] : INFO : Epoch 1968 | loss: 0.031184 | val_loss: 0.0311825 | Time: 2716.06 ms [2021-05-26 19:59:35 main:574] : INFO : Epoch 1969 | loss: 0.0311873 | val_loss: 0.0311833 | Time: 2719.93 ms [2021-05-26 19:59:38 main:574] : INFO : Epoch 1970 | loss: 0.0311879 | val_loss: 0.031183 | Time: 2708.22 ms [2021-05-26 19:59:41 main:574] : INFO : Epoch 1971 | loss: 0.0311847 | val_loss: 0.0311871 | Time: 2722.13 ms [2021-05-26 19:59:44 main:574] : INFO : Epoch 1972 | loss: 0.0311863 | val_loss: 0.0311843 | Time: 2700.97 ms [2021-05-26 19:59:46 main:574] : INFO : Epoch 1973 | loss: 0.0311833 | val_loss: 0.0311841 | Time: 2714.31 ms [2021-05-26 19:59:49 main:574] : INFO : Epoch 1974 | loss: 0.0311827 | val_loss: 0.0311833 | Time: 2709.96 ms [2021-05-26 19:59:52 main:574] : INFO : Epoch 1975 | loss: 0.031186 | val_loss: 0.0311823 | Time: 2708.55 ms [2021-05-26 19:59:55 main:574] : INFO : Epoch 1976 | loss: 0.0311833 | val_loss: 0.031184 | Time: 2767.67 ms [2021-05-26 19:59:58 main:574] : INFO : Epoch 1977 | loss: 0.0311838 | val_loss: 0.03119 | Time: 2904.11 ms [2021-05-26 20:00:01 main:574] : INFO : Epoch 1978 | loss: 0.0311839 | val_loss: 0.0311846 | Time: 2729.74 ms [2021-05-26 20:00:03 main:574] : INFO : Epoch 1979 | loss: 0.0311831 | val_loss: 0.0311824 | Time: 2706.84 ms [2021-05-26 20:00:06 main:574] : INFO : Epoch 1980 | loss: 0.0311841 | val_loss: 0.0311977 | Time: 2726.56 ms [2021-05-26 20:00:09 main:574] : INFO : Epoch 1981 | loss: 0.0311856 | val_loss: 0.0311881 | Time: 2706.25 ms [2021-05-26 20:00:12 main:574] : INFO : Epoch 1982 | loss: 0.0311849 | val_loss: 0.0311885 | Time: 2703.59 ms [2021-05-26 20:00:15 main:574] : INFO : Epoch 1983 | loss: 0.0311932 | val_loss: 0.0311989 | Time: 2710.71 ms [2021-05-26 20:00:17 main:574] : INFO : Epoch 1984 | loss: 0.0311881 | val_loss: 0.031184 | Time: 2704.71 ms [2021-05-26 20:00:20 main:574] : INFO : Epoch 1985 | loss: 0.0311836 | val_loss: 0.0311835 | Time: 2705.27 ms [2021-05-26 20:00:23 main:574] : INFO : Epoch 1986 | loss: 0.0311837 | val_loss: 0.0311835 | Time: 2707.67 ms [2021-05-26 20:00:26 main:574] : INFO : Epoch 1987 | loss: 0.0311842 | val_loss: 0.0311881 | Time: 2713.24 ms [2021-05-26 20:00:29 main:574] : INFO : Epoch 1988 | loss: 0.0311834 | val_loss: 0.0311864 | Time: 2715.97 ms [2021-05-26 20:00:31 main:574] : INFO : Epoch 1989 | loss: 0.0311888 | val_loss: 0.0311886 | Time: 2706.05 ms [2021-05-26 20:00:34 main:574] : INFO : Epoch 1990 | loss: 0.0311837 | val_loss: 0.0311859 | Time: 2697.64 ms [2021-05-26 20:00:37 main:574] : INFO : Epoch 1991 | loss: 0.0311844 | val_loss: 0.031189 | Time: 2706.28 ms [2021-05-26 20:00:40 main:574] : INFO : Epoch 1992 | loss: 0.0311831 | val_loss: 0.0311825 | Time: 2952.45 ms [2021-05-26 20:00:43 main:574] : INFO : Epoch 1993 | loss: 0.0311836 | val_loss: 0.0311832 | Time: 2705.17 ms [2021-05-26 20:00:46 main:574] : INFO : Epoch 1994 | loss: 0.0311881 | val_loss: 0.0312045 | Time: 2713.82 ms [2021-05-26 20:00:49 main:574] : INFO : Epoch 1995 | loss: 0.0311958 | val_loss: 0.0311963 | Time: 2942.43 ms [2021-05-26 20:00:51 main:574] : INFO : Epoch 1996 | loss: 0.0311902 | val_loss: 0.0311865 | Time: 2711.88 ms [2021-05-26 20:00:54 main:574] : INFO : Epoch 1997 | loss: 0.0311846 | val_loss: 0.0311845 | Time: 2698.93 ms [2021-05-26 20:00:57 main:574] : INFO : Epoch 1998 | loss: 0.0311823 | val_loss: 0.0311838 | Time: 2697.87 ms [2021-05-26 20:01:00 main:574] : INFO : Epoch 1999 | loss: 0.031187 | val_loss: 0.0311891 | Time: 2711.74 ms [2021-05-26 20:01:03 main:574] : INFO : Epoch 2000 | loss: 0.031186 | val_loss: 0.0311848 | Time: 2715.11 ms [2021-05-26 20:01:05 main:574] : INFO : Epoch 2001 | loss: 0.0311837 | val_loss: 0.0311885 | Time: 2752.24 ms [2021-05-26 20:01:08 main:574] : INFO : Epoch 2002 | loss: 0.0311835 | val_loss: 0.0311838 | Time: 2696.78 ms [2021-05-26 20:01:11 main:574] : INFO : Epoch 2003 | loss: 0.0311849 | val_loss: 0.0311872 | Time: 2713.88 ms [2021-05-26 20:01:14 main:574] : INFO : Epoch 2004 | loss: 0.0311851 | val_loss: 0.0311847 | Time: 2694.25 ms [2021-05-26 20:01:17 main:574] : INFO : Epoch 2005 | loss: 0.0311882 | val_loss: 0.0311898 | Time: 2727.11 ms [2021-05-26 20:01:20 main:574] : INFO : Epoch 2006 | loss: 0.0311838 | val_loss: 0.0311893 | Time: 2695 ms [2021-05-26 20:01:22 main:574] : INFO : Epoch 2007 | loss: 0.0311864 | val_loss: 0.0311879 | Time: 2713.39 ms [2021-05-26 20:01:25 main:574] : INFO : Epoch 2008 | loss: 0.0311847 | val_loss: 0.0311852 | Time: 2715.4 ms [2021-05-26 20:01:28 main:574] : INFO : Epoch 2009 | loss: 0.0311836 | val_loss: 0.0311922 | Time: 2713.44 ms [2021-05-26 20:01:31 main:574] : INFO : Epoch 2010 | loss: 0.0311843 | val_loss: 0.0311878 | Time: 2722.95 ms [2021-05-26 20:01:33 main:574] : INFO : Epoch 2011 | loss: 0.0311821 | val_loss: 0.0311846 | Time: 2714.39 ms [2021-05-26 20:01:36 main:574] : INFO : Epoch 2012 | loss: 0.0311837 | val_loss: 0.0311861 | Time: 2732.34 ms [2021-05-26 20:01:39 main:574] : INFO : Epoch 2013 | loss: 0.0311852 | val_loss: 0.0311906 | Time: 2724.92 ms [2021-05-26 20:01:42 main:574] : INFO : Epoch 2014 | loss: 0.0311825 | val_loss: 0.0311874 | Time: 2719.31 ms [2021-05-26 20:01:45 main:574] : INFO : Epoch 2015 | loss: 0.0311814 | val_loss: 0.0311893 | Time: 2700.45 ms [2021-05-26 20:01:47 main:574] : INFO : Epoch 2016 | loss: 0.0311848 | val_loss: 0.0311875 | Time: 2701.32 ms [2021-05-26 20:01:50 main:574] : INFO : Epoch 2017 | loss: 0.0311812 | val_loss: 0.0311894 | Time: 2701.02 ms [2021-05-26 20:01:53 main:574] : INFO : Epoch 2018 | loss: 0.0311831 | val_loss: 0.0311916 | Time: 2719.21 ms [2021-05-26 20:01:56 main:574] : INFO : Epoch 2019 | loss: 0.0311892 | val_loss: 0.031194 | Time: 2720.61 ms [2021-05-26 20:01:59 main:574] : INFO : Epoch 2020 | loss: 0.0311832 | val_loss: 0.0311907 | Time: 2715.66 ms [2021-05-26 20:02:02 main:574] : INFO : Epoch 2021 | loss: 0.0311827 | val_loss: 0.0311862 | Time: 2720.47 ms [2021-05-26 20:02:04 main:574] : INFO : Epoch 2022 | loss: 0.0311855 | val_loss: 0.0311944 | Time: 2716.14 ms [2021-05-26 20:02:07 main:574] : INFO : Epoch 2023 | loss: 0.0311864 | val_loss: 0.0311857 | Time: 2705.51 ms [2021-05-26 20:02:10 main:574] : INFO : Epoch 2024 | loss: 0.0311827 | val_loss: 0.0311872 | Time: 2698.56 ms [2021-05-26 20:02:13 main:574] : INFO : Epoch 2025 | loss: 0.0311815 | val_loss: 0.0311909 | Time: 2709.85 ms [2021-05-26 20:02:16 main:574] : INFO : Epoch 2026 | loss: 0.031185 | val_loss: 0.0311875 | Time: 2718.23 ms [2021-05-26 20:02:19 main:574] : INFO : Epoch 2027 | loss: 0.0311866 | val_loss: 0.0311935 | Time: 2698.9 ms [2021-05-26 20:02:21 main:574] : INFO : Epoch 2028 | loss: 0.0311945 | val_loss: 0.031193 | Time: 2717.07 ms [2021-05-26 20:02:24 main:574] : INFO : Epoch 2029 | loss: 0.0312217 | val_loss: 0.031223 | Time: 2695.46 ms [2021-05-26 20:02:27 main:574] : INFO : Epoch 2030 | loss: 0.0312218 | val_loss: 0.0312081 | Time: 2728.73 ms [2021-05-26 20:02:30 main:574] : INFO : Epoch 2031 | loss: 0.031213 | val_loss: 0.0312033 | Time: 2696.56 ms [2021-05-26 20:02:32 main:574] : INFO : Epoch 2032 | loss: 0.0312079 | val_loss: 0.0312004 | Time: 2705.79 ms [2021-05-26 20:02:35 main:574] : INFO : Epoch 2033 | loss: 0.0312061 | val_loss: 0.0311994 | Time: 2704.76 ms [2021-05-26 20:02:38 main:574] : INFO : Epoch 2034 | loss: 0.0312036 | val_loss: 0.0311995 | Time: 2710.33 ms [2021-05-26 20:02:41 main:574] : INFO : Epoch 2035 | loss: 0.0312044 | val_loss: 0.0311991 | Time: 2735.25 ms [2021-05-26 20:02:44 main:574] : INFO : Epoch 2036 | loss: 0.0312022 | val_loss: 0.0312019 | Time: 2703.24 ms [2021-05-26 20:02:47 main:574] : INFO : Epoch 2037 | loss: 0.0312016 | val_loss: 0.0311974 | Time: 2715.97 ms [2021-05-26 20:02:49 main:574] : INFO : Epoch 2038 | loss: 0.0312006 | val_loss: 0.0312009 | Time: 2706.62 ms [2021-05-26 20:02:52 main:574] : INFO : Epoch 2039 | loss: 0.0312008 | val_loss: 0.0311986 | Time: 2720.07 ms [2021-05-26 20:02:55 main:574] : INFO : Epoch 2040 | loss: 0.0312044 | val_loss: 0.031201 | Time: 2693.81 ms [2021-05-26 20:02:58 main:574] : INFO : Epoch 2041 | loss: 0.031202 | val_loss: 0.0311978 | Time: 2717.47 ms [2021-05-26 20:03:00 main:574] : INFO : Epoch 2042 | loss: 0.031202 | val_loss: 0.0312033 | Time: 2703.06 ms [2021-05-26 20:03:03 main:574] : INFO : Epoch 2043 | loss: 0.0312036 | val_loss: 0.0312024 | Time: 2698.72 ms [2021-05-26 20:03:06 main:574] : INFO : Epoch 2044 | loss: 0.0312029 | val_loss: 0.0312056 | Time: 2708.1 ms [2021-05-26 20:03:09 main:574] : INFO : Epoch 2045 | loss: 0.0312032 | val_loss: 0.0311972 | Time: 2705.08 ms [2021-05-26 20:03:12 main:574] : INFO : Epoch 2046 | loss: 0.0312003 | val_loss: 0.0311994 | Time: 2693.65 ms [2021-05-26 20:03:15 main:574] : INFO : Epoch 2047 | loss: 0.0311987 | val_loss: 0.0311979 | Time: 2701.79 ms [2021-05-26 20:03:18 main:574] : INFO : Epoch 2048 | loss: 0.031199 | val_loss: 0.0311975 | Time: 2689.1 ms [2021-05-26 20:03:19 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311975 [2021-05-26 20:03:19 main:603] : INFO : Saving end state to config to file [2021-05-26 20:03:19 main:608] : INFO : Success, exiting.. 20:03:19 (41212): 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)