Task 3748041
| Name | ParityModified-1609265449-20186-1_1 |
| Workunit | 1921351 |
| Created | 21 Jan 2021, 6:04:56 UTC |
| Sent | 21 Jan 2021, 7:42:10 UTC |
| Report deadline | 28 Jan 2021, 7:42:10 UTC |
| Received | 21 Jan 2021, 11:51:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2874 |
| Run time | 1 hours 32 min 30 sec |
| CPU time | 1 hours 17 min 8 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311607 | val_loss: 0.0311728 | Time: 2625.88 ms
[2021-01-21 03:16:44 main:574] : INFO : Epoch 1543 | loss: 0.0311624 | val_loss: 0.0311733 | Time: 2622.52 ms
[2021-01-21 03:16:47 main:574] : INFO : Epoch 1544 | loss: 0.0311611 | val_loss: 0.0311729 | Time: 2551.88 ms
[2021-01-21 03:16:50 main:574] : INFO : Epoch 1545 | loss: 0.0311627 | val_loss: 0.0311741 | Time: 2688.19 ms
[2021-01-21 03:16:53 main:574] : INFO : Epoch 1546 | loss: 0.0311599 | val_loss: 0.0311729 | Time: 2640.94 ms
[2021-01-21 03:16:55 main:574] : INFO : Epoch 1547 | loss: 0.0311593 | val_loss: 0.0311721 | Time: 2556.38 ms
[2021-01-21 03:16:58 main:574] : INFO : Epoch 1548 | loss: 0.0311599 | val_loss: 0.031176 | Time: 2626.63 ms
[2021-01-21 03:17:01 main:574] : INFO : Epoch 1549 | loss: 0.0311637 | val_loss: 0.0311825 | Time: 2615.3 ms
[2021-01-21 03:17:03 main:574] : INFO : Epoch 1550 | loss: 0.0311668 | val_loss: 0.0311764 | Time: 2610.18 ms
[2021-01-21 03:17:06 main:574] : INFO : Epoch 1551 | loss: 0.0311678 | val_loss: 0.0311751 | Time: 2757.35 ms
[2021-01-21 03:17:09 main:574] : INFO : Epoch 1552 | loss: 0.0311652 | val_loss: 0.031173 | Time: 2623.16 ms
[2021-01-21 03:17:11 main:574] : INFO : Epoch 1553 | loss: 0.0311645 | val_loss: 0.0311756 | Time: 2568.64 ms
[2021-01-21 03:17:14 main:574] : INFO : Epoch 1554 | loss: 0.0311629 | val_loss: 0.0311741 | Time: 2606.87 ms
[2021-01-21 03:17:17 main:574] : INFO : Epoch 1555 | loss: 0.0311632 | val_loss: 0.0311778 | Time: 2596.34 ms
[2021-01-21 03:17:20 main:574] : INFO : Epoch 1556 | loss: 0.0311638 | val_loss: 0.0311748 | Time: 2655.23 ms
[2021-01-21 03:17:22 main:574] : INFO : Epoch 1557 | loss: 0.0311656 | val_loss: 0.0311751 | Time: 2649.94 ms
[2021-01-21 03:17:25 main:574] : INFO : Epoch 1558 | loss: 0.0311626 | val_loss: 0.0311727 | Time: 2571.9 ms
[2021-01-21 03:17:28 main:574] : INFO : Epoch 1559 | loss: 0.0311614 | val_loss: 0.0311719 | Time: 2651.23 ms
[2021-01-21 03:17:30 main:574] : INFO : Epoch 1560 | loss: 0.031166 | val_loss: 0.0311777 | Time: 2663.67 ms
[2021-01-21 03:17:33 main:574] : INFO : Epoch 1561 | loss: 0.0311704 | val_loss: 0.0311794 | Time: 2668.14 ms
[2021-01-21 03:17:36 main:574] : INFO : Epoch 1562 | loss: 0.0311683 | val_loss: 0.0311725 | Time: 2595.39 ms
[2021-01-21 03:17:38 main:574] : INFO : Epoch 1563 | loss: 0.0311646 | val_loss: 0.0311752 | Time: 2556.17 ms
[2021-01-21 03:17:41 main:574] : INFO : Epoch 1564 | loss: 0.0311673 | val_loss: 0.0311753 | Time: 2610.36 ms
[2021-01-21 03:17:44 main:574] : INFO : Epoch 1565 | loss: 0.0311644 | val_loss: 0.0311734 | Time: 2575.85 ms
[2021-01-21 03:17:46 main:574] : INFO : Epoch 1566 | loss: 0.031166 | val_loss: 0.0311766 | Time: 2431.84 ms
[2021-01-21 03:17:49 main:574] : INFO : Epoch 1567 | loss: 0.0311603 | val_loss: 0.0311727 | Time: 2661.24 ms
[2021-01-21 03:17:52 main:574] : INFO : Epoch 1568 | loss: 0.0311626 | val_loss: 0.0311757 | Time: 2657.73 ms
[2021-01-21 03:17:54 main:574] : INFO : Epoch 1569 | loss: 0.0311599 | val_loss: 0.0311695 | Time: 2665.55 ms
[2021-01-21 03:17:57 main:574] : INFO : Epoch 1570 | loss: 0.0311627 | val_loss: 0.0311705 | Time: 2736.57 ms
[2021-01-21 03:18:00 main:574] : INFO : Epoch 1571 | loss: 0.0311617 | val_loss: 0.0311754 | Time: 2590.49 ms
[2021-01-21 03:18:02 main:574] : INFO : Epoch 1572 | loss: 0.0311613 | val_loss: 0.0311733 | Time: 2673.28 ms
[2021-01-21 03:18:05 main:574] : INFO : Epoch 1573 | loss: 0.0311586 | val_loss: 0.0311719 | Time: 2684.58 ms
[2021-01-21 03:18:08 main:574] : INFO : Epoch 1574 | loss: 0.0311601 | val_loss: 0.0311749 | Time: 2602.15 ms
[2021-01-21 03:18:11 main:574] : INFO : Epoch 1575 | loss: 0.0311603 | val_loss: 0.0311732 | Time: 2727.26 ms
[2021-01-21 03:18:13 main:574] : INFO : Epoch 1576 | loss: 0.0311619 | val_loss: 0.0311703 | Time: 2557.15 ms
[2021-01-21 03:18:16 main:574] : INFO : Epoch 1577 | loss: 0.0311591 | val_loss: 0.0311711 | Time: 2689.09 ms
[2021-01-21 03:18:19 main:574] : INFO : Epoch 1578 | loss: 0.0311611 | val_loss: 0.031177 | Time: 2729.03 ms
[2021-01-21 03:18:22 main:574] : INFO : Epoch 1579 | loss: 0.0311589 | val_loss: 0.031171 | Time: 2589.89 ms
[2021-01-21 03:18:24 main:574] : INFO : Epoch 1580 | loss: 0.0311631 | val_loss: 0.0311715 | Time: 2705.17 ms
[2021-01-21 03:18:27 main:574] : INFO : Epoch 1581 | loss: 0.0311598 | val_loss: 0.031172 | Time: 2435.3 ms
[2021-01-21 03:18:29 main:574] : INFO : Epoch 1582 | loss: 0.0311613 | val_loss: 0.0311713 | Time: 2400.26 ms
[2021-01-21 03:18:32 main:574] : INFO : Epoch 1583 | loss: 0.0311616 | val_loss: 0.0311725 | Time: 2310.36 ms
[2021-01-21 03:18:34 main:574] : INFO : Epoch 1584 | loss: 0.0311597 | val_loss: 0.031171 | Time: 2338.96 ms
[2021-01-21 03:18:36 main:574] : INFO : Epoch 1585 | loss: 0.0311592 | val_loss: 0.031172 | Time: 2320.67 ms
[2021-01-21 03:18:39 main:574] : INFO : Epoch 1586 | loss: 0.0311597 | val_loss: 0.031172 | Time: 2324.71 ms
[2021-01-21 03:18:41 main:574] : INFO : Epoch 1587 | loss: 0.0311598 | val_loss: 0.0311727 | Time: 2554.34 ms
[2021-01-21 03:18:44 main:574] : INFO : Epoch 1588 | loss: 0.0311586 | val_loss: 0.0311712 | Time: 2730.4 ms
[2021-01-21 03:18:47 main:574] : INFO : Epoch 1589 | loss: 0.0311597 | val_loss: 0.0311731 | Time: 2524.87 ms
[2021-01-21 03:18:49 main:574] : INFO : Epoch 1590 | loss: 0.0311616 | val_loss: 0.0311735 | Time: 2431.71 ms
[2021-01-21 03:18:52 main:574] : INFO : Epoch 1591 | loss: 0.0311593 | val_loss: 0.0311718 | Time: 2671.34 ms
[2021-01-21 03:18:54 main:574] : INFO : Epoch 1592 | loss: 0.031157 | val_loss: 0.0311698 | Time: 2574.1 ms
[2021-01-21 03:18:57 main:574] : INFO : Epoch 1593 | loss: 0.0311585 | val_loss: 0.0311681 | Time: 2596.19 ms
[2021-01-21 03:19:00 main:574] : INFO : Epoch 1594 | loss: 0.0311579 | val_loss: 0.0311707 | Time: 2627.7 ms
[2021-01-21 03:19:03 main:574] : INFO : Epoch 1595 | loss: 0.0311597 | val_loss: 0.0311736 | Time: 2819 ms
[2021-01-21 03:19:05 main:574] : INFO : Epoch 1596 | loss: 0.031166 | val_loss: 0.0311727 | Time: 2748.36 ms
[2021-01-21 03:19:08 main:574] : INFO : Epoch 1597 | loss: 0.0311652 | val_loss: 0.0311747 | Time: 2787.63 ms
[2021-01-21 03:19:11 main:574] : INFO : Epoch 1598 | loss: 0.0311595 | val_loss: 0.0311701 | Time: 2593.85 ms
[2021-01-21 03:19:14 main:574] : INFO : Epoch 1599 | loss: 0.0311591 | val_loss: 0.0311683 | Time: 2548.38 ms
[2021-01-21 03:19:16 main:574] : INFO : Epoch 1600 | loss: 0.0311596 | val_loss: 0.0311686 | Time: 2624.82 ms
[2021-01-21 03:19:19 main:574] : INFO : Epoch 1601 | loss: 0.0311569 | val_loss: 0.0311659 | Time: 2660.03 ms
[2021-01-21 03:19:22 main:574] : INFO : Epoch 1602 | loss: 0.0311585 | val_loss: 0.0311716 | Time: 2664.88 ms
[2021-01-21 03:19:25 main:574] : INFO : Epoch 1603 | loss: 0.0311574 | val_loss: 0.0311688 | Time: 2559.21 ms
[2021-01-21 03:19:27 main:574] : INFO : Epoch 1604 | loss: 0.0311596 | val_loss: 0.0311737 | Time: 2684.43 ms
[2021-01-21 03:19:30 main:574] : INFO : Epoch 1605 | loss: 0.0311614 | val_loss: 0.0311714 | Time: 2547.41 ms
[2021-01-21 03:19:32 main:574] : INFO : Epoch 1606 | loss: 0.0311562 | val_loss: 0.0311685 | Time: 2557.09 ms
[2021-01-21 03:19:35 main:574] : INFO : Epoch 1607 | loss: 0.0311553 | val_loss: 0.0311723 | Time: 2612.11 ms
[2021-01-21 03:19:38 main:574] : INFO : Epoch 1608 | loss: 0.031154 | val_loss: 0.0311702 | Time: 2638.31 ms
[2021-01-21 03:19:41 main:574] : INFO : Epoch 1609 | loss: 0.0311566 | val_loss: 0.0311703 | Time: 2589.59 ms
[2021-01-21 03:19:43 main:574] : INFO : Epoch 1610 | loss: 0.0311631 | val_loss: 0.0311857 | Time: 2761.12 ms
[2021-01-21 03:19:46 main:574] : INFO : Epoch 1611 | loss: 0.0311654 | val_loss: 0.0311712 | Time: 2591.89 ms
[2021-01-21 03:19:49 main:574] : INFO : Epoch 1612 | loss: 0.0311594 | val_loss: 0.0311703 | Time: 2663.85 ms
[2021-01-21 03:19:51 main:574] : INFO : Epoch 1613 | loss: 0.0311572 | val_loss: 0.0311691 | Time: 2594.95 ms
[2021-01-21 03:19:54 main:574] : INFO : Epoch 1614 | loss: 0.031156 | val_loss: 0.0311693 | Time: 2631.34 ms
[2021-01-21 03:19:57 main:574] : INFO : Epoch 1615 | loss: 0.0311604 | val_loss: 0.0311749 | Time: 2554.66 ms
[2021-01-21 03:19:59 main:574] : INFO : Epoch 1616 | loss: 0.0311655 | val_loss: 0.0311728 | Time: 2610.59 ms
[2021-01-21 03:20:02 main:574] : INFO : Epoch 1617 | loss: 0.0311615 | val_loss: 0.0311724 | Time: 2579.2 ms
[2021-01-21 03:20:05 main:574] : INFO : Epoch 1618 | loss: 0.0311571 | val_loss: 0.0311706 | Time: 2562.18 ms
[2021-01-21 03:20:07 main:574] : INFO : Epoch 1619 | loss: 0.0311583 | val_loss: 0.0311698 | Time: 2559.71 ms
[2021-01-21 03:20:10 main:574] : INFO : Epoch 1620 | loss: 0.031161 | val_loss: 0.0311698 | Time: 2760.27 ms
[2021-01-21 03:20:13 main:574] : INFO : Epoch 1621 | loss: 0.0311602 | val_loss: 0.0311687 | Time: 2636.83 ms
[2021-01-21 03:20:16 main:574] : INFO : Epoch 1622 | loss: 0.0311578 | val_loss: 0.0311791 | Time: 2591.38 ms
[2021-01-21 03:20:18 main:574] : INFO : Epoch 1623 | loss: 0.031159 | val_loss: 0.0311678 | Time: 2621.3 ms
[2021-01-21 03:20:21 main:574] : INFO : Epoch 1624 | loss: 0.031158 | val_loss: 0.031181 | Time: 2636.23 ms
[2021-01-21 03:20:24 main:574] : INFO : Epoch 1625 | loss: 0.0311597 | val_loss: 0.0311697 | Time: 2540.7 ms
[2021-01-21 03:20:26 main:574] : INFO : Epoch 1626 | loss: 0.031158 | val_loss: 0.0311693 | Time: 2688.43 ms
[2021-01-21 03:20:29 main:574] : INFO : Epoch 1627 | loss: 0.0311572 | val_loss: 0.031169 | Time: 2702.17 ms
[2021-01-21 03:20:32 main:574] : INFO : Epoch 1628 | loss: 0.0311565 | val_loss: 0.0311694 | Time: 2641.63 ms
[2021-01-21 03:20:35 main:574] : INFO : Epoch 1629 | loss: 0.0311551 | val_loss: 0.0311721 | Time: 2568.8 ms
[2021-01-21 03:20:37 main:574] : INFO : Epoch 1630 | loss: 0.0311604 | val_loss: 0.0311681 | Time: 2604.11 ms
[2021-01-21 03:20:40 main:574] : INFO : Epoch 1631 | loss: 0.0311639 | val_loss: 0.0311728 | Time: 2584.6 ms
[2021-01-21 03:20:42 main:574] : INFO : Epoch 1632 | loss: 0.0311619 | val_loss: 0.0311694 | Time: 2521.38 ms
[2021-01-21 03:20:45 main:574] : INFO : Epoch 1633 | loss: 0.0311585 | val_loss: 0.0311775 | Time: 2486.98 ms
[2021-01-21 03:20:48 main:574] : INFO : Epoch 1634 | loss: 0.0311586 | val_loss: 0.0311694 | Time: 2653.69 ms
[2021-01-21 03:20:51 main:574] : INFO : Epoch 1635 | loss: 0.0311573 | val_loss: 0.0311685 | Time: 2737.81 ms
[2021-01-21 03:20:53 main:574] : INFO : Epoch 1636 | loss: 0.0311569 | val_loss: 0.0311683 | Time: 2552.23 ms
[2021-01-21 03:20:56 main:574] : INFO : Epoch 1637 | loss: 0.0311594 | val_loss: 0.0311696 | Time: 2552.1 ms
[2021-01-21 03:20:58 main:574] : INFO : Epoch 1638 | loss: 0.0311582 | val_loss: 0.0311698 | Time: 2549.49 ms
[2021-01-21 03:21:01 main:574] : INFO : Epoch 1639 | loss: 0.0311559 | val_loss: 0.0311775 | Time: 2737.43 ms
[2021-01-21 03:21:04 main:574] : INFO : Epoch 1640 | loss: 0.0311627 | val_loss: 0.0311714 | Time: 2709.03 ms
[2021-01-21 03:21:07 main:574] : INFO : Epoch 1641 | loss: 0.0311573 | val_loss: 0.0311686 | Time: 2630.78 ms
[2021-01-21 03:21:09 main:574] : INFO : Epoch 1642 | loss: 0.0311573 | val_loss: 0.0311689 | Time: 2532.7 ms
[2021-01-21 03:21:12 main:574] : INFO : Epoch 1643 | loss: 0.0311577 | val_loss: 0.0311711 | Time: 2706.17 ms
[2021-01-21 03:21:15 main:574] : INFO : Epoch 1644 | loss: 0.0311567 | val_loss: 0.0311672 | Time: 2623.71 ms
[2021-01-21 03:21:18 main:574] : INFO : Epoch 1645 | loss: 0.0311546 | val_loss: 0.0311677 | Time: 2653.49 ms
[2021-01-21 03:21:20 main:574] : INFO : Epoch 1646 | loss: 0.0311542 | val_loss: 0.0311694 | Time: 2587.47 ms
[2021-01-21 03:21:23 main:574] : INFO : Epoch 1647 | loss: 0.0311591 | val_loss: 0.0311706 | Time: 2688.52 ms
[2021-01-21 03:21:26 main:574] : INFO : Epoch 1648 | loss: 0.031158 | val_loss: 0.0311705 | Time: 2559.03 ms
[2021-01-21 03:21:29 main:574] : INFO : Epoch 1649 | loss: 0.0311575 | val_loss: 0.0311677 | Time: 2708.58 ms
[2021-01-21 03:21:31 main:574] : INFO : Epoch 1650 | loss: 0.031156 | val_loss: 0.0311687 | Time: 2693.86 ms
[2021-01-21 03:21:34 main:574] : INFO : Epoch 1651 | loss: 0.0311535 | val_loss: 0.0311717 | Time: 2604.58 ms
[2021-01-21 03:21:37 main:574] : INFO : Epoch 1652 | loss: 0.0311533 | val_loss: 0.0311686 | Time: 2584.3 ms
[2021-01-21 03:21:39 main:574] : INFO : Epoch 1653 | loss: 0.031153 | val_loss: 0.0311719 | Time: 2589.68 ms
[2021-01-21 03:21:42 main:574] : INFO : Epoch 1654 | loss: 0.0311553 | val_loss: 0.0311683 | Time: 2601.39 ms
[2021-01-21 03:21:44 main:574] : INFO : Epoch 1655 | loss: 0.0311561 | val_loss: 0.0311733 | Time: 2583.08 ms
[2021-01-21 03:21:47 main:574] : INFO : Epoch 1656 | loss: 0.0311562 | val_loss: 0.0311678 | Time: 2565.5 ms
[2021-01-21 03:21:50 main:574] : INFO : Epoch 1657 | loss: 0.0311535 | val_loss: 0.0311677 | Time: 2601.89 ms
[2021-01-21 03:21:53 main:574] : INFO : Epoch 1658 | loss: 0.0311528 | val_loss: 0.0311693 | Time: 2600.31 ms
[2021-01-21 03:21:55 main:574] : INFO : Epoch 1659 | loss: 0.0311536 | val_loss: 0.0311689 | Time: 2677.86 ms
[2021-01-21 03:21:58 main:574] : INFO : Epoch 1660 | loss: 0.0311542 | val_loss: 0.031169 | Time: 2638.37 ms
[2021-01-21 03:22:01 main:574] : INFO : Epoch 1661 | loss: 0.0311557 | val_loss: 0.0311657 | Time: 2727.21 ms
[2021-01-21 03:22:03 main:574] : INFO : Epoch 1662 | loss: 0.0311538 | val_loss: 0.0311678 | Time: 2579.41 ms
[2021-01-21 03:22:06 main:574] : INFO : Epoch 1663 | loss: 0.0311547 | val_loss: 0.0311706 | Time: 2769.9 ms
[2021-01-21 03:22:09 main:574] : INFO : Epoch 1664 | loss: 0.0311556 | val_loss: 0.0311695 | Time: 2623.56 ms
[2021-01-21 03:22:11 main:574] : INFO : Epoch 1665 | loss: 0.0311529 | val_loss: 0.0311683 | Time: 2514.47 ms
[2021-01-21 03:22:14 main:574] : INFO : Epoch 1666 | loss: 0.0311553 | val_loss: 0.0311667 | Time: 2642.2 ms
[2021-01-21 03:22:17 main:574] : INFO : Epoch 1667 | loss: 0.0311531 | val_loss: 0.0311665 | Time: 2707.72 ms
[2021-01-21 03:22:20 main:574] : INFO : Epoch 1668 | loss: 0.0311577 | val_loss: 0.0311665 | Time: 2607.94 ms
[2021-01-21 03:22:22 main:574] : INFO : Epoch 1669 | loss: 0.0311569 | val_loss: 0.0311689 | Time: 2721.57 ms
[2021-01-21 03:22:25 main:574] : INFO : Epoch 1670 | loss: 0.0311535 | val_loss: 0.0311705 | Time: 2593.69 ms
[2021-01-21 03:22:28 main:574] : INFO : Epoch 1671 | loss: 0.0311544 | val_loss: 0.0311679 | Time: 2683.08 ms
[2021-01-21 03:22:30 main:574] : INFO : Epoch 1672 | loss: 0.0311564 | val_loss: 0.0311682 | Time: 2684.31 ms
[2021-01-21 03:22:33 main:574] : INFO : Epoch 1673 | loss: 0.0311541 | val_loss: 0.0311686 | Time: 2630.47 ms
[2021-01-21 03:22:36 main:574] : INFO : Epoch 1674 | loss: 0.0311528 | val_loss: 0.0311703 | Time: 2644.14 ms
[2021-01-21 03:22:38 main:574] : INFO : Epoch 1675 | loss: 0.0311516 | val_loss: 0.0311672 | Time: 2670.49 ms
[2021-01-21 03:22:41 main:574] : INFO : Epoch 1676 | loss: 0.0311565 | val_loss: 0.0311787 | Time: 2514.13 ms
[2021-01-21 03:22:44 main:574] : INFO : Epoch 1677 | loss: 0.0311603 | val_loss: 0.0311669 | Time: 2745.34 ms
[2021-01-21 03:22:47 main:574] : INFO : Epoch 1678 | loss: 0.0311598 | val_loss: 0.0311719 | Time: 2660.43 ms
[2021-01-21 03:22:49 main:574] : INFO : Epoch 1679 | loss: 0.0311581 | val_loss: 0.0311749 | Time: 2640.03 ms
[2021-01-21 03:22:52 main:574] : INFO : Epoch 1680 | loss: 0.0311604 | val_loss: 0.0311742 | Time: 2684.08 ms
[2021-01-21 03:22:55 main:574] : INFO : Epoch 1681 | loss: 0.031161 | val_loss: 0.0311696 | Time: 2651.47 ms
[2021-01-21 03:22:57 main:574] : INFO : Epoch 1682 | loss: 0.0311623 | val_loss: 0.0311655 | Time: 2675.36 ms
[2021-01-21 03:23:00 main:574] : INFO : Epoch 1683 | loss: 0.0311597 | val_loss: 0.0311655 | Time: 2647.19 ms
[2021-01-21 03:23:03 main:574] : INFO : Epoch 1684 | loss: 0.0311567 | val_loss: 0.0311647 | Time: 2512.4 ms
[2021-01-21 03:23:05 main:574] : INFO : Epoch 1685 | loss: 0.0311516 | val_loss: 0.031166 | Time: 2639.69 ms
[2021-01-21 03:23:08 main:574] : INFO : Epoch 1686 | loss: 0.0311522 | val_loss: 0.0311651 | Time: 2661.05 ms
[2021-01-21 03:23:11 main:574] : INFO : Epoch 1687 | loss: 0.0311515 | val_loss: 0.031167 | Time: 2609.82 ms
[2021-01-21 03:23:13 main:574] : INFO : Epoch 1688 | loss: 0.0311514 | val_loss: 0.0311672 | Time: 2648.6 ms
[2021-01-21 03:23:16 main:574] : INFO : Epoch 1689 | loss: 0.0311538 | val_loss: 0.0311669 | Time: 2686.23 ms
[2021-01-21 03:23:19 main:574] : INFO : Epoch 1690 | loss: 0.0311548 | val_loss: 0.0311734 | Time: 2656.5 ms
[2021-01-21 03:23:22 main:574] : INFO : Epoch 1691 | loss: 0.0311528 | val_loss: 0.0311668 | Time: 2647.27 ms
[2021-01-21 03:23:24 main:574] : INFO : Epoch 1692 | loss: 0.0311546 | val_loss: 0.031164 | Time: 2677.2 ms
[2021-01-21 03:23:27 main:574] : INFO : Epoch 1693 | loss: 0.0311551 | val_loss: 0.0311637 | Time: 2602.18 ms
[2021-01-21 03:23:30 main:574] : INFO : Epoch 1694 | loss: 0.0311563 | val_loss: 0.0311638 | Time: 2735.71 ms
[2021-01-21 03:23:33 main:574] : INFO : Epoch 1695 | loss: 0.0311517 | val_loss: 0.031167 | Time: 2639.68 ms
[2021-01-21 03:23:35 main:574] : INFO : Epoch 1696 | loss: 0.031154 | val_loss: 0.031167 | Time: 2602.15 ms
[2021-01-21 03:23:38 main:574] : INFO : Epoch 1697 | loss: 0.0311563 | val_loss: 0.0311687 | Time: 2552.1 ms
[2021-01-21 03:23:41 main:574] : INFO : Epoch 1698 | loss: 0.0311525 | val_loss: 0.0311632 | Time: 2632.28 ms
[2021-01-21 03:23:43 main:574] : INFO : Epoch 1699 | loss: 0.0311514 | val_loss: 0.0311645 | Time: 2566.98 ms
[2021-01-21 03:23:46 main:574] : INFO : Epoch 1700 | loss: 0.0311563 | val_loss: 0.0311768 | Time: 2726.75 ms
[2021-01-21 03:23:49 main:574] : INFO : Epoch 1701 | loss: 0.0311745 | val_loss: 0.0311961 | Time: 2624.56 ms
[2021-01-21 03:23:51 main:574] : INFO : Epoch 1702 | loss: 0.0311877 | val_loss: 0.0311805 | Time: 2676.44 ms
[2021-01-21 03:23:54 main:574] : INFO : Epoch 1703 | loss: 0.031176 | val_loss: 0.031177 | Time: 2650.07 ms
[2021-01-21 03:23:57 main:574] : INFO : Epoch 1704 | loss: 0.031171 | val_loss: 0.0311763 | Time: 2695.64 ms
[2021-01-21 03:24:00 main:574] : INFO : Epoch 1705 | loss: 0.0311713 | val_loss: 0.0311746 | Time: 2655.59 ms
[2021-01-21 03:24:02 main:574] : INFO : Epoch 1706 | loss: 0.0311717 | val_loss: 0.0311808 | Time: 2538.51 ms
[2021-01-21 03:24:05 main:574] : INFO : Epoch 1707 | loss: 0.0311699 | val_loss: 0.0311721 | Time: 2575.04 ms
[2021-01-21 03:24:08 main:574] : INFO : Epoch 1708 | loss: 0.0311659 | val_loss: 0.0311739 | Time: 2621.93 ms
[2021-01-21 03:24:10 main:574] : INFO : Epoch 1709 | loss: 0.0311646 | val_loss: 0.0311728 | Time: 2640.68 ms
[2021-01-21 03:24:13 main:574] : INFO : Epoch 1710 | loss: 0.0311639 | val_loss: 0.031183 | Time: 2826.63 ms
[2021-01-21 03:24:16 main:574] : INFO : Epoch 1711 | loss: 0.0311673 | val_loss: 0.0311763 | Time: 2724.29 ms
[2021-01-21 03:24:19 main:574] : INFO : Epoch 1712 | loss: 0.031171 | val_loss: 0.0311745 | Time: 2539.36 ms
[2021-01-21 03:24:21 main:574] : INFO : Epoch 1713 | loss: 0.0311673 | val_loss: 0.0311706 | Time: 2532.81 ms
[2021-01-21 03:24:24 main:574] : INFO : Epoch 1714 | loss: 0.0311642 | val_loss: 0.0311686 | Time: 2607.88 ms
[2021-01-21 03:24:26 main:574] : INFO : Epoch 1715 | loss: 0.0311629 | val_loss: 0.0311692 | Time: 2540.19 ms
[2021-01-21 03:24:29 main:574] : INFO : Epoch 1716 | loss: 0.0311614 | val_loss: 0.0311683 | Time: 2671.54 ms
[2021-01-21 03:24:32 main:574] : INFO : Epoch 1717 | loss: 0.031163 | val_loss: 0.0311696 | Time: 2740.03 ms
[2021-01-21 03:24:35 main:574] : INFO : Epoch 1718 | loss: 0.0311636 | val_loss: 0.0311676 | Time: 2601.05 ms
[2021-01-21 03:24:37 main:574] : INFO : Epoch 1719 | loss: 0.0311607 | val_loss: 0.0311685 | Time: 2714.99 ms
[2021-01-21 03:24:40 main:574] : INFO : Epoch 1720 | loss: 0.031161 | val_loss: 0.0311682 | Time: 2679.1 ms
[2021-01-21 03:24:43 main:574] : INFO : Epoch 1721 | loss: 0.0311618 | val_loss: 0.0311658 | Time: 2787.03 ms
[2021-01-21 03:24:46 main:574] : INFO : Epoch 1722 | loss: 0.0311614 | val_loss: 0.031169 | Time: 2610.45 ms
[2021-01-21 03:24:49 main:574] : INFO : Epoch 1723 | loss: 0.031165 | val_loss: 0.0311743 | Time: 2628.34 ms
[2021-01-21 03:24:51 main:574] : INFO : Epoch 1724 | loss: 0.0311635 | val_loss: 0.0311687 | Time: 2625.23 ms
[2021-01-21 03:24:54 main:574] : INFO : Epoch 1725 | loss: 0.0311614 | val_loss: 0.0311678 | Time: 2698.07 ms
[2021-01-21 03:24:57 main:574] : INFO : Epoch 1726 | loss: 0.0311617 | val_loss: 0.0311691 | Time: 2763.26 ms
[2021-01-21 03:25:00 main:574] : INFO : Epoch 1727 | loss: 0.03116 | val_loss: 0.0311718 | Time: 2725.18 ms
[2021-01-21 03:25:02 main:574] : INFO : Epoch 1728 | loss: 0.0311594 | val_loss: 0.0311698 | Time: 2619.88 ms
[2021-01-21 03:25:05 main:574] : INFO : Epoch 1729 | loss: 0.0311588 | val_loss: 0.0311683 | Time: 2679.43 ms
[2021-01-21 03:25:08 main:574] : INFO : Epoch 1730 | loss: 0.0311602 | val_loss: 0.0311701 | Time: 2490.54 ms
[2021-01-21 03:25:10 main:574] : INFO : Epoch 1731 | loss: 0.0311641 | val_loss: 0.0311726 | Time: 2635.8 ms
[2021-01-21 03:25:13 main:574] : INFO : Epoch 1732 | loss: 0.031159 | val_loss: 0.0311684 | Time: 2696.41 ms
[2021-01-21 03:25:16 main:574] : INFO : Epoch 1733 | loss: 0.0311591 | val_loss: 0.0311708 | Time: 2572.89 ms
[2021-01-21 03:25:18 main:574] : INFO : Epoch 1734 | loss: 0.0311615 | val_loss: 0.0311713 | Time: 2586.9 ms
[2021-01-21 03:25:21 main:574] : INFO : Epoch 1735 | loss: 0.0311604 | val_loss: 0.0311703 | Time: 2633.08 ms
[2021-01-21 03:25:24 main:574] : INFO : Epoch 1736 | loss: 0.0311606 | val_loss: 0.0311697 | Time: 2609.21 ms
[2021-01-21 03:25:26 main:574] : INFO : Epoch 1737 | loss: 0.0311641 | val_loss: 0.03118 | Time: 2638.55 ms
[2021-01-21 03:25:29 main:574] : INFO : Epoch 1738 | loss: 0.03116 | val_loss: 0.0311657 | Time: 2471.57 ms
[2021-01-21 03:25:32 main:574] : INFO : Epoch 1739 | loss: 0.0311581 | val_loss: 0.0311708 | Time: 2589.53 ms
[2021-01-21 03:25:34 main:574] : INFO : Epoch 1740 | loss: 0.0311632 | val_loss: 0.0311819 | Time: 2538.39 ms
[2021-01-21 03:25:37 main:574] : INFO : Epoch 1741 | loss: 0.0311604 | val_loss: 0.0311721 | Time: 2625.9 ms
[2021-01-21 03:25:40 main:574] : INFO : Epoch 1742 | loss: 0.0311579 | val_loss: 0.0311695 | Time: 2662.15 ms
[2021-01-21 03:25:42 main:574] : INFO : Epoch 1743 | loss: 0.0311555 | val_loss: 0.0311695 | Time: 2600.26 ms
[2021-01-21 03:25:45 main:574] : INFO : Epoch 1744 | loss: 0.0311573 | val_loss: 0.0311688 | Time: 2621.18 ms
[2021-01-21 03:25:48 main:574] : INFO : Epoch 1745 | loss: 0.0311565 | val_loss: 0.0311705 | Time: 2726.01 ms
[2021-01-21 03:25:50 main:574] : INFO : Epoch 1746 | loss: 0.031157 | val_loss: 0.0311706 | Time: 2639.01 ms
[2021-01-21 03:25:53 main:574] : INFO : Epoch 1747 | loss: 0.0311576 | val_loss: 0.0311713 | Time: 2653.61 ms
[2021-01-21 03:25:56 main:574] : INFO : Epoch 1748 | loss: 0.0311655 | val_loss: 0.0311923 | Time: 2608.49 ms
[2021-01-21 03:25:58 main:574] : INFO : Epoch 1749 | loss: 0.0311596 | val_loss: 0.0311715 | Time: 2593.55 ms
[2021-01-21 03:26:01 main:574] : INFO : Epoch 1750 | loss: 0.031157 | val_loss: 0.031171 | Time: 2551.67 ms
[2021-01-21 03:26:04 main:574] : INFO : Epoch 1751 | loss: 0.0311645 | val_loss: 0.031169 | Time: 2613.56 ms
[2021-01-21 03:26:06 main:574] : INFO : Epoch 1752 | loss: 0.0311636 | val_loss: 0.0311698 | Time: 2599.15 ms
[2021-01-21 03:26:09 main:574] : INFO : Epoch 1753 | loss: 0.0311586 | val_loss: 0.0311676 | Time: 2532.59 ms
[2021-01-21 03:26:12 main:574] : INFO : Epoch 1754 | loss: 0.0311566 | val_loss: 0.0311688 | Time: 2555.2 ms
[2021-01-21 03:26:14 main:574] : INFO : Epoch 1755 | loss: 0.0311564 | val_loss: 0.0311652 | Time: 2658.74 ms
[2021-01-21 03:26:17 main:574] : INFO : Epoch 1756 | loss: 0.0311564 | val_loss: 0.031169 | Time: 2624.49 ms
[2021-01-21 03:26:20 main:574] : INFO : Epoch 1757 | loss: 0.0311567 | val_loss: 0.0311669 | Time: 2614.49 ms
[2021-01-21 03:26:23 main:574] : INFO : Epoch 1758 | loss: 0.0311565 | val_loss: 0.0311659 | Time: 2716.49 ms
[2021-01-21 03:26:25 main:574] : INFO : Epoch 1759 | loss: 0.0311562 | val_loss: 0.0311654 | Time: 2542.33 ms
[2021-01-21 03:26:28 main:574] : INFO : Epoch 1760 | loss: 0.0311567 | val_loss: 0.0311669 | Time: 2678.25 ms
[2021-01-21 03:26:30 main:574] : INFO : Epoch 1761 | loss: 0.0311603 | val_loss: 0.0311661 | Time: 2602.35 ms
[2021-01-21 03:26:33 main:574] : INFO : Epoch 1762 | loss: 0.0311583 | val_loss: 0.0311713 | Time: 2538.01 ms
[2021-01-21 03:26:36 main:574] : INFO : Epoch 1763 | loss: 0.0311558 | val_loss: 0.0311638 | Time: 2588.39 ms
[2021-01-21 03:26:38 main:574] : INFO : Epoch 1764 | loss: 0.0311548 | val_loss: 0.0311673 | Time: 2686.12 ms
[2021-01-21 03:26:41 main:574] : INFO : Epoch 1765 | loss: 0.0311564 | val_loss: 0.0311659 | Time: 2663.71 ms
[2021-01-21 03:26:44 main:574] : INFO : Epoch 1766 | loss: 0.0311579 | val_loss: 0.0311693 | Time: 2746.14 ms
[2021-01-21 03:26:47 main:574] : INFO : Epoch 1767 | loss: 0.0311641 | val_loss: 0.0311647 | Time: 2644.92 ms
[2021-01-21 03:26:49 main:574] : INFO : Epoch 1768 | loss: 0.0311579 | val_loss: 0.0311637 | Time: 2604.31 ms
[2021-01-21 03:26:52 main:574] : INFO : Epoch 1769 | loss: 0.0311577 | val_loss: 0.0311673 | Time: 2618.94 ms
[2021-01-21 03:26:55 main:574] : INFO : Epoch 1770 | loss: 0.0311552 | val_loss: 0.0311673 | Time: 2676.85 ms
[2021-01-21 03:26:57 main:574] : INFO : Epoch 1771 | loss: 0.0311555 | val_loss: 0.0311755 | Time: 2702.37 ms
[2021-01-21 03:27:00 main:574] : INFO : Epoch 1772 | loss: 0.0311632 | val_loss: 0.0311808 | Time: 2720.66 ms
[2021-01-21 03:27:03 main:574] : INFO : Epoch 1773 | loss: 0.0311598 | val_loss: 0.0311686 | Time: 2685.8 ms
[2021-01-21 03:27:06 main:574] : INFO : Epoch 1774 | loss: 0.0311531 | val_loss: 0.0311705 | Time: 2643.02 ms
[2021-01-21 03:27:08 main:574] : INFO : Epoch 1775 | loss: 0.0311531 | val_loss: 0.0311664 | Time: 2602.32 ms
[2021-01-21 03:27:11 main:574] : INFO : Epoch 1776 | loss: 0.0311511 | val_loss: 0.0311689 | Time: 2792.43 ms
[2021-01-21 03:27:14 main:574] : INFO : Epoch 1777 | loss: 0.0311539 | val_loss: 0.0311684 | Time: 2683.31 ms
[2021-01-21 03:27:17 main:574] : INFO : Epoch 1778 | loss: 0.0311562 | val_loss: 0.0311645 | Time: 2674.45 ms
[2021-01-21 03:27:19 main:574] : INFO : Epoch 1779 | loss: 0.0311565 | val_loss: 0.0311712 | Time: 2614.43 ms
[2021-01-21 03:27:22 main:574] : INFO : Epoch 1780 | loss: 0.0311577 | val_loss: 0.0311661 | Time: 2739.65 ms
[2021-01-21 03:27:25 main:574] : INFO : Epoch 1781 | loss: 0.0311553 | val_loss: 0.0311657 | Time: 2557.71 ms
[2021-01-21 03:27:27 main:574] : INFO : Epoch 1782 | loss: 0.0311539 | val_loss: 0.0311661 | Time: 2601.09 ms
[2021-01-21 03:27:30 main:574] : INFO : Epoch 1783 | loss: 0.0311549 | val_loss: 0.0311646 | Time: 2615.08 ms
[2021-01-21 03:27:33 main:574] : INFO : Epoch 1784 | loss: 0.0311528 | val_loss: 0.0311643 | Time: 2499.96 ms
[2021-01-21 03:27:35 main:574] : INFO : Epoch 1785 | loss: 0.0311543 | val_loss: 0.0311655 | Time: 2723.28 ms
[2021-01-21 03:27:38 main:574] : INFO : Epoch 1786 | loss: 0.0311551 | val_loss: 0.0311635 | Time: 2656.05 ms
[2021-01-21 03:27:41 main:574] : INFO : Epoch 1787 | loss: 0.0311549 | val_loss: 0.0311664 | Time: 2594.28 ms
[2021-01-21 03:27:44 main:574] : INFO : Epoch 1788 | loss: 0.0311528 | val_loss: 0.031165 | Time: 2695.33 ms
[2021-01-21 03:27:46 main:574] : INFO : Epoch 1789 | loss: 0.0311516 | val_loss: 0.0311635 | Time: 2592.62 ms
[2021-01-21 03:27:49 main:574] : INFO : Epoch 1790 | loss: 0.0311519 | val_loss: 0.0311641 | Time: 2710.02 ms
[2021-01-21 03:27:52 main:574] : INFO : Epoch 1791 | loss: 0.0311564 | val_loss: 0.0311686 | Time: 2723.59 ms
[2021-01-21 03:27:55 main:574] : INFO : Epoch 1792 | loss: 0.0311561 | val_loss: 0.0311682 | Time: 2690.71 ms
[2021-01-21 03:27:57 main:574] : INFO : Epoch 1793 | loss: 0.0311553 | val_loss: 0.0311734 | Time: 2611.97 ms
[2021-01-21 03:28:00 main:574] : INFO : Epoch 1794 | loss: 0.0311524 | val_loss: 0.0311646 | Time: 2611.71 ms
[2021-01-21 03:28:03 main:574] : INFO : Epoch 1795 | loss: 0.0311515 | val_loss: 0.0311626 | Time: 2640.71 ms
[2021-01-21 03:28:05 main:574] : INFO : Epoch 1796 | loss: 0.0311507 | val_loss: 0.031164 | Time: 2584.86 ms
[2021-01-21 03:28:08 main:574] : INFO : Epoch 1797 | loss: 0.0311539 | val_loss: 0.0311646 | Time: 2620.37 ms
[2021-01-21 03:28:11 main:574] : INFO : Epoch 1798 | loss: 0.031154 | val_loss: 0.0311639 | Time: 2715.17 ms
[2021-01-21 03:28:14 main:574] : INFO : Epoch 1799 | loss: 0.0311529 | val_loss: 0.0311641 | Time: 2615.64 ms
[2021-01-21 03:28:16 main:574] : INFO : Epoch 1800 | loss: 0.0311514 | val_loss: 0.031163 | Time: 2670.56 ms
[2021-01-21 03:28:19 main:574] : INFO : Epoch 1801 | loss: 0.0311569 | val_loss: 0.0311697 | Time: 2699.32 ms
[2021-01-21 03:28:22 main:574] : INFO : Epoch 1802 | loss: 0.0311545 | val_loss: 0.0311682 | Time: 2596.74 ms
[2021-01-21 03:28:25 main:574] : INFO : Epoch 1803 | loss: 0.0311521 | val_loss: 0.031167 | Time: 2653.67 ms
[2021-01-21 03:28:27 main:574] : INFO : Epoch 1804 | loss: 0.0311511 | val_loss: 0.0311646 | Time: 2614.7 ms
[2021-01-21 03:28:30 main:574] : INFO : Epoch 1805 | loss: 0.0311524 | val_loss: 0.0311737 | Time: 2650.2 ms
[2021-01-21 03:28:33 main:574] : INFO : Epoch 1806 | loss: 0.031156 | val_loss: 0.0311647 | Time: 2614.86 ms
[2021-01-21 03:28:35 main:574] : INFO : Epoch 1807 | loss: 0.0311501 | val_loss: 0.031162 | Time: 2684.69 ms
[2021-01-21 03:28:38 main:574] : INFO : Epoch 1808 | loss: 0.0311518 | val_loss: 0.0311632 | Time: 2600.76 ms
[2021-01-21 03:28:41 main:574] : INFO : Epoch 1809 | loss: 0.0311493 | val_loss: 0.0311659 | Time: 2618.12 ms
[2021-01-21 03:28:44 main:574] : INFO : Epoch 1810 | loss: 0.0311468 | val_loss: 0.0311642 | Time: 2653.2 ms
[2021-01-21 03:28:46 main:574] : INFO : Epoch 1811 | loss: 0.0311493 | val_loss: 0.0311772 | Time: 2694.64 ms
[2021-01-21 03:28:49 main:574] : INFO : Epoch 1812 | loss: 0.0311511 | val_loss: 0.0311647 | Time: 2617.76 ms
[2021-01-21 03:28:52 main:574] : INFO : Epoch 1813 | loss: 0.0311468 | val_loss: 0.0311702 | Time: 2696.32 ms
[2021-01-21 03:28:55 main:574] : INFO : Epoch 1814 | loss: 0.0311536 | val_loss: 0.0311645 | Time: 2640.94 ms
[2021-01-21 03:28:57 main:574] : INFO : Epoch 1815 | loss: 0.0311485 | val_loss: 0.0311604 | Time: 2606.09 ms
[2021-01-21 03:29:00 main:574] : INFO : Epoch 1816 | loss: 0.0311472 | val_loss: 0.0311634 | Time: 2680.85 ms
[2021-01-21 03:29:03 main:574] : INFO : Epoch 1817 | loss: 0.0311492 | val_loss: 0.031162 | Time: 2591.48 ms
[2021-01-21 03:29:05 main:574] : INFO : Epoch 1818 | loss: 0.0311499 | val_loss: 0.0311634 | Time: 2524.65 ms
[2021-01-21 03:29:08 main:574] : INFO : Epoch 1819 | loss: 0.0311487 | val_loss: 0.0311694 | Time: 2653.37 ms
[2021-01-21 03:29:11 main:574] : INFO : Epoch 1820 | loss: 0.0311517 | val_loss: 0.0311697 | Time: 2639.2 ms
[2021-01-21 03:29:13 main:574] : INFO : Epoch 1821 | loss: 0.0311492 | val_loss: 0.0311615 | Time: 2668.33 ms
[2021-01-21 03:29:16 main:574] : INFO : Epoch 1822 | loss: 0.0311466 | val_loss: 0.031163 | Time: 2678.78 ms
[2021-01-21 03:29:19 main:574] : INFO : Epoch 1823 | loss: 0.0311473 | val_loss: 0.0311634 | Time: 2652.4 ms
[2021-01-21 03:29:21 main:574] : INFO : Epoch 1824 | loss: 0.0311464 | val_loss: 0.0311712 | Time: 2558.03 ms
[2021-01-21 03:29:24 main:574] : INFO : Epoch 1825 | loss: 0.0311571 | val_loss: 0.0311709 | Time: 2631.39 ms
[2021-01-21 03:29:27 main:574] : INFO : Epoch 1826 | loss: 0.0311498 | val_loss: 0.0311663 | Time: 2676.25 ms
[2021-01-21 03:29:30 main:574] : INFO : Epoch 1827 | loss: 0.0311499 | val_loss: 0.031165 | Time: 2642.6 ms
[2021-01-21 03:29:32 main:574] : INFO : Epoch 1828 | loss: 0.0311515 | val_loss: 0.031163 | Time: 2667.23 ms
[2021-01-21 03:29:35 main:574] : INFO : Epoch 1829 | loss: 0.0311485 | val_loss: 0.0311602 | Time: 2584.67 ms
[2021-01-21 03:29:38 main:574] : INFO : Epoch 1830 | loss: 0.0311456 | val_loss: 0.0311614 | Time: 2631.28 ms
[2021-01-21 03:29:41 main:574] : INFO : Epoch 1831 | loss: 0.0311483 | val_loss: 0.0311667 | Time: 3384.38 ms
[2021-01-21 03:29:44 main:574] : INFO : Epoch 1832 | loss: 0.0311483 | val_loss: 0.0311601 | Time: 2637.53 ms
[2021-01-21 03:29:46 main:574] : INFO : Epoch 1833 | loss: 0.0311458 | val_loss: 0.0311637 | Time: 2686.16 ms
[2021-01-21 03:29:49 main:574] : INFO : Epoch 1834 | loss: 0.0311456 | val_loss: 0.0311621 | Time: 2581.11 ms
[2021-01-21 03:29:52 main:574] : INFO : Epoch 1835 | loss: 0.0311493 | val_loss: 0.0311609 | Time: 2639.56 ms
[2021-01-21 03:29:55 main:574] : INFO : Epoch 1836 | loss: 0.0311514 | val_loss: 0.0311623 | Time: 2725.64 ms
[2021-01-21 03:29:57 main:574] : INFO : Epoch 1837 | loss: 0.0311518 | val_loss: 0.0311613 | Time: 2725.02 ms
[2021-01-21 03:30:00 main:574] : INFO : Epoch 1838 | loss: 0.0311513 | val_loss: 0.0311694 | Time: 2643.69 ms
[2021-01-21 03:30:03 main:574] : INFO : Epoch 1839 | loss: 0.031155 | val_loss: 0.031178 | Time: 2631.19 ms
[2021-01-21 03:30:05 main:574] : INFO : Epoch 1840 | loss: 0.0311522 | val_loss: 0.03116 | Time: 2497.68 ms
[2021-01-21 03:30:08 main:574] : INFO : Epoch 1841 | loss: 0.031152 | val_loss: 0.0311743 | Time: 2647.75 ms
[2021-01-21 03:30:11 main:574] : INFO : Epoch 1842 | loss: 0.0311528 | val_loss: 0.0311637 | Time: 2602.34 ms
[2021-01-21 03:30:13 main:574] : INFO : Epoch 1843 | loss: 0.0311511 | val_loss: 0.0311612 | Time: 2618.31 ms
[2021-01-21 03:30:16 main:574] : INFO : Epoch 1844 | loss: 0.0311484 | val_loss: 0.0311648 | Time: 2728.61 ms
[2021-01-21 03:30:19 main:574] : INFO : Epoch 1845 | loss: 0.0311483 | val_loss: 0.0311606 | Time: 2746.59 ms
[2021-01-21 03:30:22 main:574] : INFO : Epoch 1846 | loss: 0.0311463 | val_loss: 0.0311655 | Time: 2653.33 ms
[2021-01-21 03:30:24 main:574] : INFO : Epoch 1847 | loss: 0.0311468 | val_loss: 0.0311615 | Time: 2539.52 ms
[2021-01-21 03:30:27 main:574] : INFO : Epoch 1848 | loss: 0.0311466 | val_loss: 0.0311621 | Time: 2553.35 ms
[2021-01-21 03:30:29 main:574] : INFO : Epoch 1849 | loss: 0.0311452 | val_loss: 0.0311612 | Time: 2559.59 ms
[2021-01-21 03:30:32 main:574] : INFO : Epoch 1850 | loss: 0.0311486 | val_loss: 0.0311616 | Time: 2661.11 ms
[2021-01-21 03:30:35 main:574] : INFO : Epoch 1851 | loss: 0.0311495 | val_loss: 0.031161 | Time: 2695.59 ms
[2021-01-21 03:30:38 main:574] : INFO : Epoch 1852 | loss: 0.0311463 | val_loss: 0.0311645 | Time: 2725.72 ms
[2021-01-21 03:30:40 main:574] : INFO : Epoch 1853 | loss: 0.0311467 | val_loss: 0.0311638 | Time: 2628.05 ms
[2021-01-21 03:30:43 main:574] : INFO : Epoch 1854 | loss: 0.0311438 | val_loss: 0.0311618 | Time: 2628.7 ms
[2021-01-21 03:30:46 main:574] : INFO : Epoch 1855 | loss: 0.031148 | val_loss: 0.031163 | Time: 2629.35 ms
[2021-01-21 03:30:48 main:574] : INFO : Epoch 1856 | loss: 0.0311455 | val_loss: 0.0311611 | Time: 2662.6 ms
[2021-01-21 03:30:51 main:574] : INFO : Epoch 1857 | loss: 0.0311477 | val_loss: 0.0311653 | Time: 2584.09 ms
[2021-01-21 03:30:54 main:574] : INFO : Epoch 1858 | loss: 0.0311474 | val_loss: 0.0311595 | Time: 2706.41 ms
[2021-01-21 03:30:56 main:574] : INFO : Epoch 1859 | loss: 0.0311479 | val_loss: 0.0311664 | Time: 2638.83 ms
[2021-01-21 03:30:59 main:574] : INFO : Epoch 1860 | loss: 0.0311537 | val_loss: 0.0311604 | Time: 2662.79 ms
[2021-01-21 03:31:02 main:574] : INFO : Epoch 1861 | loss: 0.0311491 | val_loss: 0.0311598 | Time: 2658.73 ms
[2021-01-21 03:31:05 main:574] : INFO : Epoch 1862 | loss: 0.0311471 | val_loss: 0.031159 | Time: 2686.1 ms
[2021-01-21 03:31:08 main:574] : INFO : Epoch 1863 | loss: 0.0311452 | val_loss: 0.0311629 | Time: 2690.54 ms
[2021-01-21 03:31:11 main:574] : INFO : Epoch 1864 | loss: 0.0311466 | val_loss: 0.0311624 | Time: 2749.04 ms
[2021-01-21 03:31:13 main:574] : INFO : Epoch 1865 | loss: 0.0311538 | val_loss: 0.0311595 | Time: 2451.6 ms
[2021-01-21 03:31:16 main:574] : INFO : Epoch 1866 | loss: 0.031152 | val_loss: 0.031164 | Time: 2581.47 ms
[2021-01-21 03:31:18 main:574] : INFO : Epoch 1867 | loss: 0.0311478 | val_loss: 0.0311616 | Time: 2598.61 ms
[2021-01-21 03:31:21 main:574] : INFO : Epoch 1868 | loss: 0.0311488 | val_loss: 0.0311622 | Time: 2570.05 ms
[2021-01-21 03:31:24 main:574] : INFO : Epoch 1869 | loss: 0.031153 | val_loss: 0.0311645 | Time: 2599.71 ms
[2021-01-21 03:31:26 main:574] : INFO : Epoch 1870 | loss: 0.0311565 | val_loss: 0.03116 | Time: 2786.36 ms
[2021-01-21 03:31:29 main:574] : INFO : Epoch 1871 | loss: 0.0311578 | val_loss: 0.0311691 | Time: 2649.83 ms
[2021-01-21 03:31:32 main:574] : INFO : Epoch 1872 | loss: 0.0311562 | val_loss: 0.0311619 | Time: 2626.03 ms
[2021-01-21 03:31:35 main:574] : INFO : Epoch 1873 | loss: 0.0311477 | val_loss: 0.0311623 | Time: 2733.78 ms
[2021-01-21 03:31:38 main:574] : INFO : Epoch 1874 | loss: 0.031147 | val_loss: 0.0311623 | Time: 2605.72 ms
[2021-01-21 03:31:40 main:574] : INFO : Epoch 1875 | loss: 0.0311451 | val_loss: 0.0311629 | Time: 2562.19 ms
[2021-01-21 03:31:43 main:574] : INFO : Epoch 1876 | loss: 0.0311431 | val_loss: 0.0311606 | Time: 2554.7 ms
[2021-01-21 03:31:45 main:574] : INFO : Epoch 1877 | loss: 0.0311434 | val_loss: 0.0311612 | Time: 2613.52 ms
[2021-01-21 03:31:48 main:574] : INFO : Epoch 1878 | loss: 0.0311441 | val_loss: 0.0311614 | Time: 2680.4 ms
[2021-01-21 03:31:51 main:574] : INFO : Epoch 1879 | loss: 0.0311435 | val_loss: 0.0311614 | Time: 2681.07 ms
[2021-01-21 03:31:54 main:574] : INFO : Epoch 1880 | loss: 0.0311461 | val_loss: 0.031161 | Time: 2650.62 ms
[2021-01-21 03:31:56 main:574] : INFO : Epoch 1881 | loss: 0.0311445 | val_loss: 0.0311624 | Time: 2671.93 ms
[2021-01-21 03:31:59 main:574] : INFO : Epoch 1882 | loss: 0.031143 | val_loss: 0.031166 | Time: 2668.05 ms
[2021-01-21 03:32:02 main:574] : INFO : Epoch 1883 | loss: 0.0311441 | val_loss: 0.0311633 | Time: 2662.03 ms
[2021-01-21 03:32:04 main:574] : INFO : Epoch 1884 | loss: 0.0311432 | val_loss: 0.0311609 | Time: 2634.72 ms
[2021-01-21 03:32:07 main:574] : INFO : Epoch 1885 | loss: 0.0311434 | val_loss: 0.0311632 | Time: 2563.07 ms
[2021-01-21 03:32:10 main:574] : INFO : Epoch 1886 | loss: 0.031142 | val_loss: 0.0311662 | Time: 2633.18 ms
[2021-01-21 03:32:12 main:574] : INFO : Epoch 1887 | loss: 0.0311469 | val_loss: 0.0311652 | Time: 2618.97 ms
[2021-01-21 03:32:15 main:574] : INFO : Epoch 1888 | loss: 0.0311485 | val_loss: 0.0311663 | Time: 2610.31 ms
[2021-01-21 03:32:18 main:574] : INFO : Epoch 1889 | loss: 0.0311519 | val_loss: 0.0311697 | Time: 2633.39 ms
[2021-01-21 03:32:21 main:574] : INFO : Epoch 1890 | loss: 0.031149 | val_loss: 0.0311655 | Time: 2705.03 ms
[2021-01-21 03:32:23 main:574] : INFO : Epoch 1891 | loss: 0.031146 | val_loss: 0.0311627 | Time: 2590.46 ms
[2021-01-21 03:32:26 main:574] : INFO : Epoch 1892 | loss: 0.0311457 | val_loss: 0.0311666 | Time: 2586.98 ms
[2021-01-21 03:32:29 main:574] : INFO : Epoch 1893 | loss: 0.0311468 | val_loss: 0.0311657 | Time: 2610.28 ms
[2021-01-21 03:32:32 main:574] : INFO : Epoch 1894 | loss: 0.0311467 | val_loss: 0.0311658 | Time: 2762.18 ms
[2021-01-21 03:32:34 main:574] : INFO : Epoch 1895 | loss: 0.0311518 | val_loss: 0.0311611 | Time: 2637.83 ms
[2021-01-21 03:32:37 main:574] : INFO : Epoch 1896 | loss: 0.031149 | val_loss: 0.0311662 | Time: 2604.98 ms
[2021-01-21 03:32:40 main:574] : INFO : Epoch 1897 | loss: 0.0311641 | val_loss: 0.0311747 | Time: 2668.29 ms
[2021-01-21 03:32:42 main:574] : INFO : Epoch 1898 | loss: 0.0311676 | val_loss: 0.0311756 | Time: 2562.5 ms
[2021-01-21 03:32:45 main:574] : INFO : Epoch 1899 | loss: 0.0311657 | val_loss: 0.0311715 | Time: 2596.8 ms
[2021-01-21 03:32:47 main:574] : INFO : Epoch 1900 | loss: 0.031162 | val_loss: 0.0311688 | Time: 2558.35 ms
[2021-01-21 03:32:50 main:574] : INFO : Epoch 1901 | loss: 0.0311598 | val_loss: 0.0311641 | Time: 2593.64 ms
[2021-01-21 03:32:53 main:574] : INFO : Epoch 1902 | loss: 0.0311589 | val_loss: 0.0311687 | Time: 2561.49 ms
[2021-01-21 03:32:55 main:574] : INFO : Epoch 1903 | loss: 0.031158 | val_loss: 0.0311647 | Time: 2662.2 ms
[2021-01-21 03:32:58 main:574] : INFO : Epoch 1904 | loss: 0.0311564 | val_loss: 0.031167 | Time: 2648.22 ms
[2021-01-21 03:33:01 main:574] : INFO : Epoch 1905 | loss: 0.0311607 | val_loss: 0.0311715 | Time: 2590.41 ms
[2021-01-21 03:33:04 main:574] : INFO : Epoch 1906 | loss: 0.0311573 | val_loss: 0.0311665 | Time: 2787.37 ms
[2021-01-21 03:33:06 main:574] : INFO : Epoch 1907 | loss: 0.0311549 | val_loss: 0.0311638 | Time: 2635.41 ms
[2021-01-21 03:33:09 main:574] : INFO : Epoch 1908 | loss: 0.0311542 | val_loss: 0.0311609 | Time: 2748.7 ms
[2021-01-21 03:33:12 main:574] : INFO : Epoch 1909 | loss: 0.0311533 | val_loss: 0.0311633 | Time: 2565.6 ms
[2021-01-21 03:33:14 main:574] : INFO : Epoch 1910 | loss: 0.0311503 | val_loss: 0.0311634 | Time: 2621.54 ms
[2021-01-21 03:33:17 main:574] : INFO : Epoch 1911 | loss: 0.0311509 | val_loss: 0.0311677 | Time: 2592.95 ms
[2021-01-21 03:33:20 main:574] : INFO : Epoch 1912 | loss: 0.0311504 | val_loss: 0.0311643 | Time: 2537.02 ms
[2021-01-21 03:33:22 main:574] : INFO : Epoch 1913 | loss: 0.0311513 | val_loss: 0.0311671 | Time: 2643.33 ms
[2021-01-21 03:33:25 main:574] : INFO : Epoch 1914 | loss: 0.0311529 | val_loss: 0.0311651 | Time: 2697.26 ms
[2021-01-21 03:33:28 main:574] : INFO : Epoch 1915 | loss: 0.0311506 | val_loss: 0.0311684 | Time: 2647.57 ms
[2021-01-21 03:33:31 main:574] : INFO : Epoch 1916 | loss: 0.0311509 | val_loss: 0.0311709 | Time: 2658.48 ms
[2021-01-21 03:33:33 main:574] : INFO : Epoch 1917 | loss: 0.0311496 | val_loss: 0.0311649 | Time: 2593.69 ms
[2021-01-21 03:33:36 main:574] : INFO : Epoch 1918 | loss: 0.0311483 | val_loss: 0.031164 | Time: 2602.89 ms
[2021-01-21 03:33:39 main:574] : INFO : Epoch 1919 | loss: 0.0311488 | val_loss: 0.0311633 | Time: 2622.3 ms
[2021-01-21 03:33:41 main:574] : INFO : Epoch 1920 | loss: 0.0311507 | val_loss: 0.0311671 | Time: 2715.59 ms
[2021-01-21 03:33:44 main:574] : INFO : Epoch 1921 | loss: 0.0311534 | val_loss: 0.0311641 | Time: 2795.09 ms
[2021-01-21 03:33:47 main:574] : INFO : Epoch 1922 | loss: 0.0311485 | val_loss: 0.0311649 | Time: 2692.97 ms
[2021-01-21 03:33:50 main:574] : INFO : Epoch 1923 | loss: 0.0311491 | val_loss: 0.0311656 | Time: 2645.78 ms
[2021-01-21 03:33:52 main:574] : INFO : Epoch 1924 | loss: 0.0311536 | val_loss: 0.0311644 | Time: 2647.58 ms
[2021-01-21 03:33:55 main:574] : INFO : Epoch 1925 | loss: 0.0311596 | val_loss: 0.0311622 | Time: 2623.62 ms
[2021-01-21 03:33:58 main:574] : INFO : Epoch 1926 | loss: 0.0311496 | val_loss: 0.0311674 | Time: 2603.88 ms
[2021-01-21 03:34:00 main:574] : INFO : Epoch 1927 | loss: 0.0311505 | val_loss: 0.0311732 | Time: 2568.94 ms
[2021-01-21 03:34:03 main:574] : INFO : Epoch 1928 | loss: 0.0311481 | val_loss: 0.0311627 | Time: 2655.28 ms
[2021-01-21 03:34:06 main:574] : INFO : Epoch 1929 | loss: 0.0311462 | val_loss: 0.0311661 | Time: 2633.68 ms
[2021-01-21 03:34:08 main:574] : INFO : Epoch 1930 | loss: 0.0311461 | val_loss: 0.0311637 | Time: 2709.45 ms
[2021-01-21 03:34:11 main:574] : INFO : Epoch 1931 | loss: 0.031145 | val_loss: 0.0311619 | Time: 2709.09 ms
[2021-01-21 03:34:14 main:574] : INFO : Epoch 1932 | loss: 0.0311454 | val_loss: 0.0311648 | Time: 2601.46 ms
[2021-01-21 03:34:17 main:574] : INFO : Epoch 1933 | loss: 0.0311475 | val_loss: 0.0311641 | Time: 2742.86 ms
[2021-01-21 03:34:19 main:574] : INFO : Epoch 1934 | loss: 0.0311457 | val_loss: 0.0311671 | Time: 2605.62 ms
[2021-01-21 03:34:22 main:574] : INFO : Epoch 1935 | loss: 0.0311492 | val_loss: 0.031164 | Time: 2751.82 ms
[2021-01-21 03:34:25 main:574] : INFO : Epoch 1936 | loss: 0.0311486 | val_loss: 0.0311645 | Time: 2665.12 ms
[2021-01-21 03:34:28 main:574] : INFO : Epoch 1937 | loss: 0.0311456 | val_loss: 0.031161 | Time: 2680.43 ms
[2021-01-21 03:34:30 main:574] : INFO : Epoch 1938 | loss: 0.0311483 | val_loss: 0.0311669 | Time: 2729.29 ms
[2021-01-21 03:34:33 main:574] : INFO : Epoch 1939 | loss: 0.0311469 | val_loss: 0.0311636 | Time: 2683.06 ms
[2021-01-21 03:34:36 main:574] : INFO : Epoch 1940 | loss: 0.0311467 | val_loss: 0.0311643 | Time: 2660.79 ms
[2021-01-21 03:34:38 main:574] : INFO : Epoch 1941 | loss: 0.0311475 | val_loss: 0.031166 | Time: 2563 ms
[2021-01-21 03:34:41 main:574] : INFO : Epoch 1942 | loss: 0.0311489 | val_loss: 0.0311652 | Time: 2665.87 ms
[2021-01-21 03:34:44 main:574] : INFO : Epoch 1943 | loss: 0.031147 | val_loss: 0.0311605 | Time: 2624.03 ms
[2021-01-21 03:34:47 main:574] : INFO : Epoch 1944 | loss: 0.0311459 | val_loss: 0.0311611 | Time: 2772.87 ms
[2021-01-21 03:34:49 main:574] : INFO : Epoch 1945 | loss: 0.0311462 | val_loss: 0.0311641 | Time: 2651.64 ms
[2021-01-21 03:34:52 main:574] : INFO : Epoch 1946 | loss: 0.0311464 | val_loss: 0.0311625 | Time: 2713.17 ms
[2021-01-21 03:34:55 main:574] : INFO : Epoch 1947 | loss: 0.0311461 | val_loss: 0.0311616 | Time: 2712.91 ms
[2021-01-21 03:34:58 main:574] : INFO : Epoch 1948 | loss: 0.0311486 | val_loss: 0.0311617 | Time: 2728.96 ms
[2021-01-21 03:35:00 main:574] : INFO : Epoch 1949 | loss: 0.0311458 | val_loss: 0.03116 | Time: 2597.32 ms
[2021-01-21 03:35:03 main:574] : INFO : Epoch 1950 | loss: 0.0311457 | val_loss: 0.0311599 | Time: 2654.22 ms
[2021-01-21 03:35:06 main:574] : INFO : Epoch 1951 | loss: 0.0311433 | val_loss: 0.0311668 | Time: 2626.4 ms
[2021-01-21 03:35:08 main:574] : INFO : Epoch 1952 | loss: 0.0311462 | val_loss: 0.0311613 | Time: 2540.46 ms
[2021-01-21 03:35:11 main:574] : INFO : Epoch 1953 | loss: 0.0311442 | val_loss: 0.0311612 | Time: 2608.07 ms
[2021-01-21 03:35:14 main:574] : INFO : Epoch 1954 | loss: 0.0311434 | val_loss: 0.0311617 | Time: 2666.7 ms
[2021-01-21 03:35:17 main:574] : INFO : Epoch 1955 | loss: 0.031143 | val_loss: 0.0311608 | Time: 2733.15 ms
[2021-01-21 03:35:19 main:574] : INFO : Epoch 1956 | loss: 0.0311482 | val_loss: 0.0311628 | Time: 2647.82 ms
[2021-01-21 03:35:22 main:574] : INFO : Epoch 1957 | loss: 0.0311497 | val_loss: 0.0311592 | Time: 2634.79 ms
[2021-01-21 03:35:25 main:574] : INFO : Epoch 1958 | loss: 0.0311455 | val_loss: 0.0311637 | Time: 2646.59 ms
[2021-01-21 03:35:28 main:574] : INFO : Epoch 1959 | loss: 0.0311452 | val_loss: 0.0311636 | Time: 2709.83 ms
[2021-01-21 03:35:31 main:574] : INFO : Epoch 1960 | loss: 0.0311435 | val_loss: 0.0311602 | Time: 2728.63 ms
[2021-01-21 03:35:33 main:574] : INFO : Epoch 1961 | loss: 0.0311427 | val_loss: 0.0311623 | Time: 2710.35 ms
[2021-01-21 03:35:36 main:574] : INFO : Epoch 1962 | loss: 0.0311504 | val_loss: 0.0311734 | Time: 2724.88 ms
[2021-01-21 03:35:39 main:574] : INFO : Epoch 1963 | loss: 0.0311499 | val_loss: 0.0311682 | Time: 2669.36 ms
[2021-01-21 03:35:42 main:574] : INFO : Epoch 1964 | loss: 0.0311453 | val_loss: 0.0311625 | Time: 2640.92 ms
[2021-01-21 03:35:44 main:574] : INFO : Epoch 1965 | loss: 0.0311435 | val_loss: 0.0311608 | Time: 2635.3 ms
[2021-01-21 03:35:47 main:574] : INFO : Epoch 1966 | loss: 0.0311464 | val_loss: 0.0311625 | Time: 2678.35 ms
[2021-01-21 03:35:50 main:574] : INFO : Epoch 1967 | loss: 0.0311447 | val_loss: 0.0311627 | Time: 2662.92 ms
[2021-01-21 03:35:52 main:574] : INFO : Epoch 1968 | loss: 0.0311429 | val_loss: 0.0311633 | Time: 2654.23 ms
[2021-01-21 03:35:55 main:574] : INFO : Epoch 1969 | loss: 0.0311423 | val_loss: 0.0311627 | Time: 2693.58 ms
[2021-01-21 03:35:58 main:574] : INFO : Epoch 1970 | loss: 0.0311418 | val_loss: 0.0311612 | Time: 2719.91 ms
[2021-01-21 03:36:01 main:574] : INFO : Epoch 1971 | loss: 0.0311415 | val_loss: 0.0311615 | Time: 2629.38 ms
[2021-01-21 03:36:03 main:574] : INFO : Epoch 1972 | loss: 0.0311435 | val_loss: 0.0311637 | Time: 2651.85 ms
[2021-01-21 03:36:06 main:574] : INFO : Epoch 1973 | loss: 0.0311414 | val_loss: 0.0311652 | Time: 2672.11 ms
[2021-01-21 03:36:09 main:574] : INFO : Epoch 1974 | loss: 0.0311429 | val_loss: 0.0311605 | Time: 2592.06 ms
[2021-01-21 03:36:11 main:574] : INFO : Epoch 1975 | loss: 0.0311509 | val_loss: 0.0311661 | Time: 2608.07 ms
[2021-01-21 03:36:14 main:574] : INFO : Epoch 1976 | loss: 0.0311522 | val_loss: 0.0311612 | Time: 2664.09 ms
[2021-01-21 03:36:17 main:574] : INFO : Epoch 1977 | loss: 0.0311467 | val_loss: 0.0311593 | Time: 2754.6 ms
[2021-01-21 03:36:20 main:574] : INFO : Epoch 1978 | loss: 0.0311439 | val_loss: 0.0311641 | Time: 2701.27 ms
[2021-01-21 03:36:22 main:574] : INFO : Epoch 1979 | loss: 0.0311427 | val_loss: 0.031161 | Time: 2601.76 ms
[2021-01-21 03:36:25 main:574] : INFO : Epoch 1980 | loss: 0.0311443 | val_loss: 0.0311648 | Time: 2671.88 ms
[2021-01-21 03:36:28 main:574] : INFO : Epoch 1981 | loss: 0.0311429 | val_loss: 0.0311605 | Time: 2670.4 ms
[2021-01-21 03:36:31 main:574] : INFO : Epoch 1982 | loss: 0.0311426 | val_loss: 0.0311595 | Time: 2655.23 ms
[2021-01-21 03:36:33 main:574] : INFO : Epoch 1983 | loss: 0.0311437 | val_loss: 0.0311596 | Time: 2520.95 ms
[2021-01-21 03:36:36 main:574] : INFO : Epoch 1984 | loss: 0.0311415 | val_loss: 0.0311631 | Time: 2645.66 ms
[2021-01-21 03:36:39 main:574] : INFO : Epoch 1985 | loss: 0.0311423 | val_loss: 0.0311621 | Time: 2747.82 ms
[2021-01-21 03:36:42 main:574] : INFO : Epoch 1986 | loss: 0.0311422 | val_loss: 0.0311687 | Time: 2665.97 ms
[2021-01-21 03:36:44 main:574] : INFO : Epoch 1987 | loss: 0.0311437 | val_loss: 0.0311684 | Time: 2696.34 ms
[2021-01-21 03:36:47 main:574] : INFO : Epoch 1988 | loss: 0.0311432 | val_loss: 0.0311613 | Time: 2736.84 ms
[2021-01-21 03:36:50 main:574] : INFO : Epoch 1989 | loss: 0.0311416 | val_loss: 0.0311607 | Time: 2603.58 ms
[2021-01-21 03:36:53 main:574] : INFO : Epoch 1990 | loss: 0.0311397 | val_loss: 0.031162 | Time: 2760.41 ms
[2021-01-21 03:36:56 main:574] : INFO : Epoch 1991 | loss: 0.0311411 | val_loss: 0.0311615 | Time: 2667.91 ms
[2021-01-21 03:36:58 main:574] : INFO : Epoch 1992 | loss: 0.0311443 | val_loss: 0.0311615 | Time: 2576.75 ms
[2021-01-21 03:37:01 main:574] : INFO : Epoch 1993 | loss: 0.0311458 | val_loss: 0.0311712 | Time: 2703.68 ms
[2021-01-21 03:37:04 main:574] : INFO : Epoch 1994 | loss: 0.0311546 | val_loss: 0.0311651 | Time: 2646.12 ms
[2021-01-21 03:37:07 main:574] : INFO : Epoch 1995 | loss: 0.0311553 | val_loss: 0.0311633 | Time: 2630.08 ms
[2021-01-21 03:37:09 main:574] : INFO : Epoch 1996 | loss: 0.0311527 | val_loss: 0.031173 | Time: 2641.06 ms
[2021-01-21 03:37:12 main:574] : INFO : Epoch 1997 | loss: 0.0311571 | val_loss: 0.031169 | Time: 2723.59 ms
[2021-01-21 03:37:15 main:574] : INFO : Epoch 1998 | loss: 0.0311596 | val_loss: 0.0311632 | Time: 2636.09 ms
[2021-01-21 03:37:17 main:574] : INFO : Epoch 1999 | loss: 0.0311489 | val_loss: 0.0311625 | Time: 2687.33 ms
[2021-01-21 03:37:20 main:574] : INFO : Epoch 2000 | loss: 0.0311477 | val_loss: 0.0311606 | Time: 2706.05 ms
[2021-01-21 03:37:23 main:574] : INFO : Epoch 2001 | loss: 0.0311473 | val_loss: 0.031163 | Time: 2639.87 ms
[2021-01-21 03:37:26 main:574] : INFO : Epoch 2002 | loss: 0.0311503 | val_loss: 0.0311641 | Time: 2639.82 ms
[2021-01-21 03:37:28 main:574] : INFO : Epoch 2003 | loss: 0.0311497 | val_loss: 0.0311606 | Time: 2600.9 ms
[2021-01-21 03:37:31 main:574] : INFO : Epoch 2004 | loss: 0.0311468 | val_loss: 0.0311682 | Time: 2668.04 ms
[2021-01-21 03:37:34 main:574] : INFO : Epoch 2005 | loss: 0.0311457 | val_loss: 0.0311651 | Time: 2656.14 ms
[2021-01-21 03:37:36 main:574] : INFO : Epoch 2006 | loss: 0.0311467 | val_loss: 0.0311651 | Time: 2572.09 ms
[2021-01-21 03:37:39 main:574] : INFO : Epoch 2007 | loss: 0.0311461 | val_loss: 0.0311632 | Time: 2693.85 ms
[2021-01-21 03:37:42 main:574] : INFO : Epoch 2008 | loss: 0.0311447 | val_loss: 0.0311651 | Time: 2702.17 ms
[2021-01-21 03:37:45 main:574] : INFO : Epoch 2009 | loss: 0.031145 | val_loss: 0.0311603 | Time: 2641.66 ms
[2021-01-21 03:37:47 main:574] : INFO : Epoch 2010 | loss: 0.0311421 | val_loss: 0.0311629 | Time: 2619.96 ms
[2021-01-21 03:37:50 main:574] : INFO : Epoch 2011 | loss: 0.0311417 | val_loss: 0.0311619 | Time: 2743.29 ms
[2021-01-21 03:37:53 main:574] : INFO : Epoch 2012 | loss: 0.0311412 | val_loss: 0.0311627 | Time: 2469.29 ms
[2021-01-21 03:37:56 main:574] : INFO : Epoch 2013 | loss: 0.0311427 | val_loss: 0.0311614 | Time: 2810.03 ms
[2021-01-21 03:37:58 main:574] : INFO : Epoch 2014 | loss: 0.0311414 | val_loss: 0.0311623 | Time: 2671.53 ms
[2021-01-21 03:38:01 main:574] : INFO : Epoch 2015 | loss: 0.0311406 | val_loss: 0.0311622 | Time: 2783.01 ms
[2021-01-21 03:38:04 main:574] : INFO : Epoch 2016 | loss: 0.031141 | val_loss: 0.031161 | Time: 2564.57 ms
[2021-01-21 03:38:07 main:574] : INFO : Epoch 2017 | loss: 0.0311404 | val_loss: 0.0311679 | Time: 2718.87 ms
[2021-01-21 03:38:09 main:574] : INFO : Epoch 2018 | loss: 0.0311416 | val_loss: 0.0311632 | Time: 2614.95 ms
[2021-01-21 03:38:12 main:574] : INFO : Epoch 2019 | loss: 0.0311447 | val_loss: 0.031162 | Time: 2691.91 ms
[2021-01-21 03:38:15 main:574] : INFO : Epoch 2020 | loss: 0.0311458 | val_loss: 0.0311663 | Time: 2689.93 ms
[2021-01-21 03:38:18 main:574] : INFO : Epoch 2021 | loss: 0.0311461 | val_loss: 0.0311608 | Time: 2744.16 ms
[2021-01-21 03:38:20 main:574] : INFO : Epoch 2022 | loss: 0.0311435 | val_loss: 0.0311637 | Time: 2635.26 ms
[2021-01-21 03:38:23 main:574] : INFO : Epoch 2023 | loss: 0.0311433 | val_loss: 0.0311622 | Time: 2601.65 ms
[2021-01-21 03:38:26 main:574] : INFO : Epoch 2024 | loss: 0.0311431 | val_loss: 0.031162 | Time: 2672.87 ms
[2021-01-21 03:38:28 main:574] : INFO : Epoch 2025 | loss: 0.0311423 | val_loss: 0.031162 | Time: 2614.66 ms
[2021-01-21 03:38:31 main:574] : INFO : Epoch 2026 | loss: 0.0311401 | val_loss: 0.031163 | Time: 2623.75 ms
[2021-01-21 03:38:34 main:574] : INFO : Epoch 2027 | loss: 0.0311426 | val_loss: 0.0311689 | Time: 2770.45 ms
[2021-01-21 03:38:37 main:574] : INFO : Epoch 2028 | loss: 0.0311427 | val_loss: 0.0311707 | Time: 2744.16 ms
[2021-01-21 03:38:40 main:574] : INFO : Epoch 2029 | loss: 0.0311464 | val_loss: 0.0311639 | Time: 2647.11 ms
[2021-01-21 03:38:42 main:574] : INFO : Epoch 2030 | loss: 0.0311399 | val_loss: 0.0311589 | Time: 2649.15 ms
[2021-01-21 03:38:45 main:574] : INFO : Epoch 2031 | loss: 0.0311406 | val_loss: 0.0311616 | Time: 2564.62 ms
[2021-01-21 03:38:48 main:574] : INFO : Epoch 2032 | loss: 0.031141 | val_loss: 0.0311604 | Time: 2659.1 ms
[2021-01-21 03:38:50 main:574] : INFO : Epoch 2033 | loss: 0.0311437 | val_loss: 0.0311617 | Time: 2654.5 ms
[2021-01-21 03:38:53 main:574] : INFO : Epoch 2034 | loss: 0.03115 | val_loss: 0.031164 | Time: 2693.31 ms
[2021-01-21 03:38:56 main:574] : INFO : Epoch 2035 | loss: 0.0311472 | val_loss: 0.0311598 | Time: 2677.39 ms
[2021-01-21 03:38:58 main:574] : INFO : Epoch 2036 | loss: 0.0311423 | val_loss: 0.0311632 | Time: 2476.3 ms
[2021-01-21 03:39:01 main:574] : INFO : Epoch 2037 | loss: 0.0311428 | val_loss: 0.0311671 | Time: 2661.04 ms
[2021-01-21 03:39:04 main:574] : INFO : Epoch 2038 | loss: 0.0311445 | val_loss: 0.0311661 | Time: 2719.87 ms
[2021-01-21 03:39:06 main:574] : INFO : Epoch 2039 | loss: 0.0311441 | val_loss: 0.0311636 | Time: 2688.35 ms
[2021-01-21 03:39:09 main:574] : INFO : Epoch 2040 | loss: 0.0311451 | val_loss: 0.0311632 | Time: 2678.4 ms
[2021-01-21 03:39:12 main:574] : INFO : Epoch 2041 | loss: 0.0311418 | val_loss: 0.0311655 | Time: 2644.08 ms
[2021-01-21 03:39:15 main:574] : INFO : Epoch 2042 | loss: 0.0311404 | val_loss: 0.031164 | Time: 2783.19 ms
[2021-01-21 03:39:17 main:574] : INFO : Epoch 2043 | loss: 0.0311422 | val_loss: 0.0311658 | Time: 2654.03 ms
[2021-01-21 03:39:20 main:574] : INFO : Epoch 2044 | loss: 0.0311412 | val_loss: 0.0311651 | Time: 2521.58 ms
[2021-01-21 03:39:23 main:574] : INFO : Epoch 2045 | loss: 0.031141 | val_loss: 0.0311623 | Time: 2653.49 ms
[2021-01-21 03:39:25 main:574] : INFO : Epoch 2046 | loss: 0.0311411 | val_loss: 0.0311638 | Time: 2653.03 ms
[2021-01-21 03:39:28 main:574] : INFO : Epoch 2047 | loss: 0.0311421 | val_loss: 0.0311677 | Time: 2644.35 ms
[2021-01-21 03:39:31 main:574] : INFO : Epoch 2048 | loss: 0.0311413 | val_loss: 0.031165 | Time: 2786.23 ms
[2021-01-21 03:39:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031165
[2021-01-21 03:39:31 main:603] : INFO : Saving end state to config to file
[2021-01-21 03:39:31 main:608] : INFO : Success, exiting..
03:39:31 (10208): 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)