Task 3369487
| Name | ParityModified-1608176884-32702-1_1 |
| Workunit | 1620963 |
| Created | 21 Dec 2020, 18:38:39 UTC |
| Sent | 21 Dec 2020, 19:20:09 UTC |
| Report deadline | 28 Dec 2020, 19:20:09 UTC |
| Received | 22 Dec 2020, 11:05:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4052 |
| Run time | 1 hours 30 min 7 sec |
| CPU time | 1 hours 30 min 1 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,804.45 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.70 GB |
| Peak swap size | 80.65 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ms [2020-12-22 04:42:31 main:581] : INFO : Epoch 1538 | loss: 0.0310914 | val_loss: 0.0311619 | Time: 2739.61 ms [2020-12-22 04:42:34 main:581] : INFO : Epoch 1539 | loss: 0.0310912 | val_loss: 0.0311714 | Time: 2856.63 ms [2020-12-22 04:42:37 main:581] : INFO : Epoch 1540 | loss: 0.0311056 | val_loss: 0.0311794 | Time: 2654.9 ms [2020-12-22 04:42:39 main:581] : INFO : Epoch 1541 | loss: 0.0310981 | val_loss: 0.0311705 | Time: 2878.36 ms [2020-12-22 04:42:42 main:581] : INFO : Epoch 1542 | loss: 0.0311 | val_loss: 0.0311645 | Time: 2671.33 ms [2020-12-22 04:42:45 main:581] : INFO : Epoch 1543 | loss: 0.0310998 | val_loss: 0.0311722 | Time: 2610.66 ms [2020-12-22 04:42:47 main:581] : INFO : Epoch 1544 | loss: 0.0310985 | val_loss: 0.0311715 | Time: 2668.94 ms [2020-12-22 04:42:50 main:581] : INFO : Epoch 1545 | loss: 0.0310967 | val_loss: 0.0311631 | Time: 2625.55 ms [2020-12-22 04:42:53 main:581] : INFO : Epoch 1546 | loss: 0.0310913 | val_loss: 0.0311667 | Time: 2537.71 ms [2020-12-22 04:42:55 main:581] : INFO : Epoch 1547 | loss: 0.0310885 | val_loss: 0.0311779 | Time: 2545.61 ms [2020-12-22 04:42:58 main:581] : INFO : Epoch 1548 | loss: 0.0310878 | val_loss: 0.0311707 | Time: 2677.29 ms [2020-12-22 04:43:00 main:581] : INFO : Epoch 1549 | loss: 0.031089 | val_loss: 0.0311723 | Time: 2568.11 ms [2020-12-22 04:43:03 main:581] : INFO : Epoch 1550 | loss: 0.0310874 | val_loss: 0.0311717 | Time: 2637.92 ms [2020-12-22 04:43:06 main:581] : INFO : Epoch 1551 | loss: 0.0310913 | val_loss: 0.0311747 | Time: 2645.79 ms [2020-12-22 04:43:08 main:581] : INFO : Epoch 1552 | loss: 0.0310926 | val_loss: 0.0311691 | Time: 2551.1 ms [2020-12-22 04:43:11 main:581] : INFO : Epoch 1553 | loss: 0.0310902 | val_loss: 0.0311638 | Time: 2539.85 ms [2020-12-22 04:43:13 main:581] : INFO : Epoch 1554 | loss: 0.0310859 | val_loss: 0.0311664 | Time: 2696.31 ms [2020-12-22 04:43:16 main:581] : INFO : Epoch 1555 | loss: 0.0310895 | val_loss: 0.0311685 | Time: 2573.92 ms [2020-12-22 04:43:18 main:581] : INFO : Epoch 1556 | loss: 0.031098 | val_loss: 0.0311736 | Time: 2520.89 ms [2020-12-22 04:43:21 main:581] : INFO : Epoch 1557 | loss: 0.0310914 | val_loss: 0.0311722 | Time: 2645.31 ms [2020-12-22 04:43:24 main:581] : INFO : Epoch 1558 | loss: 0.0310896 | val_loss: 0.0311751 | Time: 2659.94 ms [2020-12-22 04:43:26 main:581] : INFO : Epoch 1559 | loss: 0.0310895 | val_loss: 0.0311688 | Time: 2530.31 ms [2020-12-22 04:43:29 main:581] : INFO : Epoch 1560 | loss: 0.0310905 | val_loss: 0.0311753 | Time: 2628.22 ms [2020-12-22 04:43:32 main:581] : INFO : Epoch 1561 | loss: 0.0310884 | val_loss: 0.0311692 | Time: 2708.85 ms [2020-12-22 04:43:34 main:581] : INFO : Epoch 1562 | loss: 0.0310919 | val_loss: 0.031174 | Time: 2677.38 ms [2020-12-22 04:43:37 main:581] : INFO : Epoch 1563 | loss: 0.0310935 | val_loss: 0.0311765 | Time: 2616.5 ms [2020-12-22 04:43:40 main:581] : INFO : Epoch 1564 | loss: 0.031091 | val_loss: 0.0311728 | Time: 2696.34 ms [2020-12-22 04:43:42 main:581] : INFO : Epoch 1565 | loss: 0.03109 | val_loss: 0.0311687 | Time: 2657.88 ms [2020-12-22 04:43:45 main:581] : INFO : Epoch 1566 | loss: 0.0310882 | val_loss: 0.0311698 | Time: 2641.25 ms [2020-12-22 04:43:48 main:581] : INFO : Epoch 1567 | loss: 0.0310858 | val_loss: 0.0311707 | Time: 2699.79 ms [2020-12-22 04:43:50 main:581] : INFO : Epoch 1568 | loss: 0.0310851 | val_loss: 0.0311693 | Time: 2496.94 ms [2020-12-22 04:43:53 main:581] : INFO : Epoch 1569 | loss: 0.0310907 | val_loss: 0.0311709 | Time: 2580.85 ms [2020-12-22 04:43:56 main:581] : INFO : Epoch 1570 | loss: 0.03109 | val_loss: 0.031174 | Time: 2803.68 ms [2020-12-22 04:43:58 main:581] : INFO : Epoch 1571 | loss: 0.0310979 | val_loss: 0.031166 | Time: 2700.15 ms [2020-12-22 04:44:01 main:581] : INFO : Epoch 1572 | loss: 0.0310939 | val_loss: 0.031174 | Time: 2789.41 ms [2020-12-22 04:44:04 main:581] : INFO : Epoch 1573 | loss: 0.0310853 | val_loss: 0.0311668 | Time: 2620.07 ms [2020-12-22 04:44:06 main:581] : INFO : Epoch 1574 | loss: 0.0310852 | val_loss: 0.0311612 | Time: 2673.93 ms [2020-12-22 04:44:09 main:581] : INFO : Epoch 1575 | loss: 0.0310884 | val_loss: 0.0311753 | Time: 2824.6 ms [2020-12-22 04:44:12 main:581] : INFO : Epoch 1576 | loss: 0.0310871 | val_loss: 0.0311715 | Time: 2681.48 ms [2020-12-22 04:44:14 main:581] : INFO : Epoch 1577 | loss: 0.031086 | val_loss: 0.0311728 | Time: 2603.94 ms [2020-12-22 04:44:17 main:581] : INFO : Epoch 1578 | loss: 0.0310846 | val_loss: 0.0311777 | Time: 2816.15 ms [2020-12-22 04:44:20 main:581] : INFO : Epoch 1579 | loss: 0.0310893 | val_loss: 0.0311623 | Time: 2607.1 ms [2020-12-22 04:44:22 main:581] : INFO : Epoch 1580 | loss: 0.0310919 | val_loss: 0.0311785 | Time: 2582.39 ms [2020-12-22 04:44:25 main:581] : INFO : Epoch 1581 | loss: 0.0310885 | val_loss: 0.0311631 | Time: 2535.93 ms [2020-12-22 04:44:28 main:581] : INFO : Epoch 1582 | loss: 0.0310941 | val_loss: 0.0311679 | Time: 2587.41 ms [2020-12-22 04:44:30 main:581] : INFO : Epoch 1583 | loss: 0.0310938 | val_loss: 0.0311673 | Time: 2526.05 ms [2020-12-22 04:44:33 main:581] : INFO : Epoch 1584 | loss: 0.0310962 | val_loss: 0.0311722 | Time: 2546.43 ms [2020-12-22 04:44:35 main:581] : INFO : Epoch 1585 | loss: 0.0310931 | val_loss: 0.0311751 | Time: 2764.15 ms [2020-12-22 04:44:38 main:581] : INFO : Epoch 1586 | loss: 0.0310897 | val_loss: 0.0311687 | Time: 2560.91 ms [2020-12-22 04:44:41 main:581] : INFO : Epoch 1587 | loss: 0.0310881 | val_loss: 0.0311677 | Time: 2688.59 ms [2020-12-22 04:44:43 main:581] : INFO : Epoch 1588 | loss: 0.0310865 | val_loss: 0.0311709 | Time: 2484.54 ms [2020-12-22 04:44:46 main:581] : INFO : Epoch 1589 | loss: 0.0310858 | val_loss: 0.0311712 | Time: 2627.87 ms [2020-12-22 04:44:48 main:581] : INFO : Epoch 1590 | loss: 0.0310863 | val_loss: 0.0311645 | Time: 2615.22 ms [2020-12-22 04:44:51 main:581] : INFO : Epoch 1591 | loss: 0.0310887 | val_loss: 0.0311747 | Time: 2691.79 ms [2020-12-22 04:44:54 main:581] : INFO : Epoch 1592 | loss: 0.0310903 | val_loss: 0.0311604 | Time: 2526.7 ms [2020-12-22 04:44:56 main:581] : INFO : Epoch 1593 | loss: 0.0310926 | val_loss: 0.0311732 | Time: 2577.84 ms [2020-12-22 04:44:59 main:581] : INFO : Epoch 1594 | loss: 0.0310926 | val_loss: 0.0311806 | Time: 2666.7 ms [2020-12-22 04:45:01 main:581] : INFO : Epoch 1595 | loss: 0.0310935 | val_loss: 0.0311669 | Time: 2508.48 ms [2020-12-22 04:45:04 main:581] : INFO : Epoch 1596 | loss: 0.031091 | val_loss: 0.0311713 | Time: 2497.16 ms [2020-12-22 04:45:06 main:581] : INFO : Epoch 1597 | loss: 0.0310946 | val_loss: 0.0311669 | Time: 2554.16 ms [2020-12-22 04:45:09 main:581] : INFO : Epoch 1598 | loss: 0.0310887 | val_loss: 0.031177 | Time: 2613.18 ms [2020-12-22 04:45:12 main:581] : INFO : Epoch 1599 | loss: 0.0310877 | val_loss: 0.0311669 | Time: 2588.73 ms [2020-12-22 04:45:14 main:581] : INFO : Epoch 1600 | loss: 0.0310876 | val_loss: 0.0311745 | Time: 2564.27 ms [2020-12-22 04:45:17 main:581] : INFO : Epoch 1601 | loss: 0.031087 | val_loss: 0.0311684 | Time: 2535.9 ms [2020-12-22 04:45:20 main:581] : INFO : Epoch 1602 | loss: 0.03109 | val_loss: 0.0311721 | Time: 2827.89 ms [2020-12-22 04:45:22 main:581] : INFO : Epoch 1603 | loss: 0.0310946 | val_loss: 0.0311685 | Time: 2637.52 ms [2020-12-22 04:45:25 main:581] : INFO : Epoch 1604 | loss: 0.0311081 | val_loss: 0.0311662 | Time: 2654.61 ms [2020-12-22 04:45:28 main:581] : INFO : Epoch 1605 | loss: 0.0311082 | val_loss: 0.0311625 | Time: 2719.38 ms [2020-12-22 04:45:30 main:581] : INFO : Epoch 1606 | loss: 0.0311033 | val_loss: 0.0311648 | Time: 2619.31 ms [2020-12-22 04:45:33 main:581] : INFO : Epoch 1607 | loss: 0.0310995 | val_loss: 0.0311642 | Time: 2629.62 ms [2020-12-22 04:45:36 main:581] : INFO : Epoch 1608 | loss: 0.0310941 | val_loss: 0.0311677 | Time: 2808.92 ms [2020-12-22 04:45:38 main:581] : INFO : Epoch 1609 | loss: 0.031096 | val_loss: 0.0311638 | Time: 2535.39 ms [2020-12-22 04:45:41 main:581] : INFO : Epoch 1610 | loss: 0.0310965 | val_loss: 0.0311621 | Time: 2527.21 ms [2020-12-22 04:45:44 main:581] : INFO : Epoch 1611 | loss: 0.0310903 | val_loss: 0.0311713 | Time: 2933.41 ms [2020-12-22 04:45:46 main:581] : INFO : Epoch 1612 | loss: 0.0310886 | val_loss: 0.0311676 | Time: 2604.39 ms [2020-12-22 04:45:49 main:581] : INFO : Epoch 1613 | loss: 0.031092 | val_loss: 0.0311671 | Time: 2544.11 ms [2020-12-22 04:45:52 main:581] : INFO : Epoch 1614 | loss: 0.0310864 | val_loss: 0.031167 | Time: 2774.75 ms [2020-12-22 04:45:54 main:581] : INFO : Epoch 1615 | loss: 0.0310867 | val_loss: 0.0311713 | Time: 2668.93 ms [2020-12-22 04:45:57 main:581] : INFO : Epoch 1616 | loss: 0.031085 | val_loss: 0.0311696 | Time: 2651.94 ms [2020-12-22 04:46:00 main:581] : INFO : Epoch 1617 | loss: 0.0310835 | val_loss: 0.0311717 | Time: 2763.8 ms [2020-12-22 04:46:02 main:581] : INFO : Epoch 1618 | loss: 0.0310825 | val_loss: 0.0311792 | Time: 2693.53 ms [2020-12-22 04:46:05 main:581] : INFO : Epoch 1619 | loss: 0.0310831 | val_loss: 0.0311724 | Time: 2543.36 ms [2020-12-22 04:46:08 main:581] : INFO : Epoch 1620 | loss: 0.0310858 | val_loss: 0.0311799 | Time: 2761.64 ms [2020-12-22 04:46:10 main:581] : INFO : Epoch 1621 | loss: 0.0310966 | val_loss: 0.0311746 | Time: 2557.1 ms [2020-12-22 04:46:13 main:581] : INFO : Epoch 1622 | loss: 0.031091 | val_loss: 0.0311775 | Time: 2584.59 ms [2020-12-22 04:46:15 main:581] : INFO : Epoch 1623 | loss: 0.0310903 | val_loss: 0.0311767 | Time: 2680.87 ms [2020-12-22 04:46:18 main:581] : INFO : Epoch 1624 | loss: 0.0310857 | val_loss: 0.0311706 | Time: 2575.44 ms [2020-12-22 04:46:21 main:581] : INFO : Epoch 1625 | loss: 0.0310913 | val_loss: 0.0311753 | Time: 2610.13 ms [2020-12-22 04:46:23 main:581] : INFO : Epoch 1626 | loss: 0.0310923 | val_loss: 0.0311756 | Time: 2606.6 ms [2020-12-22 04:46:26 main:581] : INFO : Epoch 1627 | loss: 0.031092 | val_loss: 0.0311699 | Time: 2746.74 ms [2020-12-22 04:46:29 main:581] : INFO : Epoch 1628 | loss: 0.0310909 | val_loss: 0.0311588 | Time: 2769.87 ms [2020-12-22 04:46:32 main:581] : INFO : Epoch 1629 | loss: 0.0310901 | val_loss: 0.0311762 | Time: 2796.94 ms [2020-12-22 04:46:34 main:581] : INFO : Epoch 1630 | loss: 0.0310876 | val_loss: 0.0311714 | Time: 2489.42 ms [2020-12-22 04:46:37 main:581] : INFO : Epoch 1631 | loss: 0.0310928 | val_loss: 0.0311813 | Time: 2494.05 ms [2020-12-22 04:46:39 main:581] : INFO : Epoch 1632 | loss: 0.0310962 | val_loss: 0.0311652 | Time: 2654.3 ms [2020-12-22 04:46:42 main:581] : INFO : Epoch 1633 | loss: 0.0310979 | val_loss: 0.0311725 | Time: 2578.89 ms [2020-12-22 04:46:44 main:581] : INFO : Epoch 1634 | loss: 0.0310951 | val_loss: 0.0311706 | Time: 2471.06 ms [2020-12-22 04:46:47 main:581] : INFO : Epoch 1635 | loss: 0.0310918 | val_loss: 0.0311739 | Time: 2515.43 ms [2020-12-22 04:46:50 main:581] : INFO : Epoch 1636 | loss: 0.0310964 | val_loss: 0.031165 | Time: 2758.76 ms [2020-12-22 04:46:52 main:581] : INFO : Epoch 1637 | loss: 0.0310987 | val_loss: 0.0311632 | Time: 2653.5 ms [2020-12-22 04:46:55 main:581] : INFO : Epoch 1638 | loss: 0.0310969 | val_loss: 0.031174 | Time: 2542.54 ms [2020-12-22 04:46:57 main:581] : INFO : Epoch 1639 | loss: 0.0310943 | val_loss: 0.0311736 | Time: 2569.44 ms [2020-12-22 04:47:00 main:581] : INFO : Epoch 1640 | loss: 0.0310901 | val_loss: 0.031165 | Time: 2546.01 ms [2020-12-22 04:47:02 main:581] : INFO : Epoch 1641 | loss: 0.0310888 | val_loss: 0.0311756 | Time: 2628.17 ms [2020-12-22 04:47:05 main:581] : INFO : Epoch 1642 | loss: 0.0310873 | val_loss: 0.0311656 | Time: 2599.95 ms [2020-12-22 04:47:08 main:581] : INFO : Epoch 1643 | loss: 0.0310846 | val_loss: 0.0311703 | Time: 2711.52 ms [2020-12-22 04:47:10 main:581] : INFO : Epoch 1644 | loss: 0.0310897 | val_loss: 0.0311776 | Time: 2639.47 ms [2020-12-22 04:47:13 main:581] : INFO : Epoch 1645 | loss: 0.0310947 | val_loss: 0.0311697 | Time: 2552.92 ms [2020-12-22 04:47:16 main:581] : INFO : Epoch 1646 | loss: 0.0310928 | val_loss: 0.031179 | Time: 2965.02 ms [2020-12-22 04:47:19 main:581] : INFO : Epoch 1647 | loss: 0.0310904 | val_loss: 0.0311754 | Time: 2614.73 ms [2020-12-22 04:47:21 main:581] : INFO : Epoch 1648 | loss: 0.0310877 | val_loss: 0.0311691 | Time: 2678.27 ms [2020-12-22 04:47:24 main:581] : INFO : Epoch 1649 | loss: 0.0310872 | val_loss: 0.031168 | Time: 2683.31 ms [2020-12-22 04:47:26 main:581] : INFO : Epoch 1650 | loss: 0.0310892 | val_loss: 0.031199 | Time: 2501.69 ms [2020-12-22 04:47:29 main:581] : INFO : Epoch 1651 | loss: 0.0316083 | val_loss: 0.0327982 | Time: 2521.4 ms [2020-12-22 04:47:32 main:581] : INFO : Epoch 1652 | loss: 0.0369942 | val_loss: 0.0328683 | Time: 2742.39 ms [2020-12-22 04:47:34 main:581] : INFO : Epoch 1653 | loss: 0.0319659 | val_loss: 0.0313458 | Time: 2582.61 ms [2020-12-22 04:47:37 main:581] : INFO : Epoch 1654 | loss: 0.0313234 | val_loss: 0.0312688 | Time: 2556.59 ms [2020-12-22 04:47:39 main:581] : INFO : Epoch 1655 | loss: 0.0312548 | val_loss: 0.0312455 | Time: 2586.52 ms [2020-12-22 04:47:42 main:581] : INFO : Epoch 1656 | loss: 0.031239 | val_loss: 0.031234 | Time: 2646.06 ms [2020-12-22 04:47:45 main:581] : INFO : Epoch 1657 | loss: 0.0312301 | val_loss: 0.0312243 | Time: 2497.91 ms [2020-12-22 04:47:47 main:581] : INFO : Epoch 1658 | loss: 0.0312217 | val_loss: 0.0312152 | Time: 2594.69 ms [2020-12-22 04:47:50 main:581] : INFO : Epoch 1659 | loss: 0.0312114 | val_loss: 0.031204 | Time: 2625.03 ms [2020-12-22 04:47:52 main:581] : INFO : Epoch 1660 | loss: 0.0312003 | val_loss: 0.0311999 | Time: 2566.4 ms [2020-12-22 04:47:55 main:581] : INFO : Epoch 1661 | loss: 0.031195 | val_loss: 0.0311898 | Time: 2547.9 ms [2020-12-22 04:47:58 main:581] : INFO : Epoch 1662 | loss: 0.0311858 | val_loss: 0.0311859 | Time: 2628.03 ms [2020-12-22 04:48:00 main:581] : INFO : Epoch 1663 | loss: 0.0311784 | val_loss: 0.0311777 | Time: 2587.22 ms [2020-12-22 04:48:03 main:581] : INFO : Epoch 1664 | loss: 0.0311736 | val_loss: 0.0311738 | Time: 2488.55 ms [2020-12-22 04:48:05 main:581] : INFO : Epoch 1665 | loss: 0.0311695 | val_loss: 0.0311745 | Time: 2590.79 ms [2020-12-22 04:48:08 main:581] : INFO : Epoch 1666 | loss: 0.0311683 | val_loss: 0.0311708 | Time: 2580.18 ms [2020-12-22 04:48:10 main:581] : INFO : Epoch 1667 | loss: 0.0311643 | val_loss: 0.0311693 | Time: 2575.25 ms [2020-12-22 04:48:13 main:581] : INFO : Epoch 1668 | loss: 0.0311633 | val_loss: 0.0311694 | Time: 2512.79 ms [2020-12-22 04:48:16 main:581] : INFO : Epoch 1669 | loss: 0.0311595 | val_loss: 0.0311685 | Time: 2669 ms [2020-12-22 04:48:18 main:581] : INFO : Epoch 1670 | loss: 0.0311575 | val_loss: 0.0311732 | Time: 2569.95 ms [2020-12-22 04:48:21 main:581] : INFO : Epoch 1671 | loss: 0.0311548 | val_loss: 0.0311654 | Time: 2565.19 ms [2020-12-22 04:48:23 main:581] : INFO : Epoch 1672 | loss: 0.0311524 | val_loss: 0.031163 | Time: 2512.02 ms [2020-12-22 04:48:26 main:581] : INFO : Epoch 1673 | loss: 0.0311494 | val_loss: 0.0311593 | Time: 2718.11 ms [2020-12-22 04:48:28 main:581] : INFO : Epoch 1674 | loss: 0.0311482 | val_loss: 0.0311565 | Time: 2576.33 ms [2020-12-22 04:48:31 main:581] : INFO : Epoch 1675 | loss: 0.0311478 | val_loss: 0.0311573 | Time: 2732.4 ms [2020-12-22 04:48:34 main:581] : INFO : Epoch 1676 | loss: 0.0311442 | val_loss: 0.0311567 | Time: 2599.53 ms [2020-12-22 04:48:36 main:581] : INFO : Epoch 1677 | loss: 0.0311439 | val_loss: 0.0311571 | Time: 2567.71 ms [2020-12-22 04:48:39 main:581] : INFO : Epoch 1678 | loss: 0.0311396 | val_loss: 0.0311536 | Time: 2801.89 ms [2020-12-22 04:48:42 main:581] : INFO : Epoch 1679 | loss: 0.0311357 | val_loss: 0.0311556 | Time: 2595.69 ms [2020-12-22 04:48:44 main:581] : INFO : Epoch 1680 | loss: 0.0311346 | val_loss: 0.0311543 | Time: 2486.92 ms [2020-12-22 04:48:47 main:581] : INFO : Epoch 1681 | loss: 0.031134 | val_loss: 0.0311507 | Time: 2583.65 ms [2020-12-22 04:48:50 main:581] : INFO : Epoch 1682 | loss: 0.031134 | val_loss: 0.0311497 | Time: 2738.5 ms [2020-12-22 04:48:52 main:581] : INFO : Epoch 1683 | loss: 0.0311323 | val_loss: 0.0311467 | Time: 2632.21 ms [2020-12-22 04:48:55 main:581] : INFO : Epoch 1684 | loss: 0.0311308 | val_loss: 0.0311533 | Time: 2680.06 ms [2020-12-22 04:48:58 main:581] : INFO : Epoch 1685 | loss: 0.0311295 | val_loss: 0.0311501 | Time: 2727.97 ms [2020-12-22 04:49:00 main:581] : INFO : Epoch 1686 | loss: 0.0311279 | val_loss: 0.031147 | Time: 2624.84 ms [2020-12-22 04:49:03 main:581] : INFO : Epoch 1687 | loss: 0.0311317 | val_loss: 0.0311454 | Time: 2777.05 ms [2020-12-22 04:49:06 main:581] : INFO : Epoch 1688 | loss: 0.0311303 | val_loss: 0.0311462 | Time: 2684.56 ms [2020-12-22 04:49:08 main:581] : INFO : Epoch 1689 | loss: 0.0311281 | val_loss: 0.0311451 | Time: 2629.31 ms [2020-12-22 04:49:11 main:581] : INFO : Epoch 1690 | loss: 0.0311254 | val_loss: 0.0311482 | Time: 2547.05 ms [2020-12-22 04:49:14 main:581] : INFO : Epoch 1691 | loss: 0.031124 | val_loss: 0.0311466 | Time: 2624.51 ms [2020-12-22 04:49:16 main:581] : INFO : Epoch 1692 | loss: 0.0311224 | val_loss: 0.0311503 | Time: 2670.81 ms [2020-12-22 04:49:19 main:581] : INFO : Epoch 1693 | loss: 0.0311233 | val_loss: 0.0311473 | Time: 2660.93 ms [2020-12-22 04:49:22 main:581] : INFO : Epoch 1694 | loss: 0.0311242 | val_loss: 0.0311524 | Time: 2675.7 ms [2020-12-22 04:49:24 main:581] : INFO : Epoch 1695 | loss: 0.0311232 | val_loss: 0.0311468 | Time: 2495.47 ms [2020-12-22 04:49:27 main:581] : INFO : Epoch 1696 | loss: 0.031124 | val_loss: 0.0311605 | Time: 2577.93 ms [2020-12-22 04:49:29 main:581] : INFO : Epoch 1697 | loss: 0.0311246 | val_loss: 0.0311542 | Time: 2577.38 ms [2020-12-22 04:49:32 main:581] : INFO : Epoch 1698 | loss: 0.0311199 | val_loss: 0.0311514 | Time: 2610.23 ms [2020-12-22 04:49:34 main:581] : INFO : Epoch 1699 | loss: 0.0311185 | val_loss: 0.0311495 | Time: 2510.9 ms [2020-12-22 04:49:37 main:581] : INFO : Epoch 1700 | loss: 0.0311188 | val_loss: 0.031149 | Time: 2657.24 ms [2020-12-22 04:49:40 main:581] : INFO : Epoch 1701 | loss: 0.0311191 | val_loss: 0.0311505 | Time: 2605.54 ms [2020-12-22 04:49:42 main:581] : INFO : Epoch 1702 | loss: 0.0311193 | val_loss: 0.0311476 | Time: 2606.46 ms [2020-12-22 04:49:45 main:581] : INFO : Epoch 1703 | loss: 0.0311185 | val_loss: 0.0311484 | Time: 2640.1 ms [2020-12-22 04:49:48 main:581] : INFO : Epoch 1704 | loss: 0.0311144 | val_loss: 0.0311494 | Time: 2839.25 ms [2020-12-22 04:49:50 main:581] : INFO : Epoch 1705 | loss: 0.0311162 | val_loss: 0.0311498 | Time: 2556.63 ms [2020-12-22 04:49:53 main:581] : INFO : Epoch 1706 | loss: 0.0311165 | val_loss: 0.0311491 | Time: 2499.31 ms [2020-12-22 04:49:55 main:581] : INFO : Epoch 1707 | loss: 0.0311176 | val_loss: 0.0311498 | Time: 2699.88 ms [2020-12-22 04:49:58 main:581] : INFO : Epoch 1708 | loss: 0.0311169 | val_loss: 0.0311455 | Time: 2516.63 ms [2020-12-22 04:50:00 main:581] : INFO : Epoch 1709 | loss: 0.0311152 | val_loss: 0.03115 | Time: 2533.37 ms [2020-12-22 04:50:03 main:581] : INFO : Epoch 1710 | loss: 0.0311147 | val_loss: 0.0311477 | Time: 2642.52 ms [2020-12-22 04:50:06 main:581] : INFO : Epoch 1711 | loss: 0.0311132 | val_loss: 0.0311543 | Time: 2568.57 ms [2020-12-22 04:50:08 main:581] : INFO : Epoch 1712 | loss: 0.0311131 | val_loss: 0.0311506 | Time: 2566.75 ms [2020-12-22 04:50:11 main:581] : INFO : Epoch 1713 | loss: 0.0311158 | val_loss: 0.0311516 | Time: 2530.18 ms [2020-12-22 04:50:13 main:581] : INFO : Epoch 1714 | loss: 0.0311151 | val_loss: 0.0311491 | Time: 2646.03 ms [2020-12-22 04:50:16 main:581] : INFO : Epoch 1715 | loss: 0.0311119 | val_loss: 0.0311466 | Time: 2515.73 ms [2020-12-22 04:50:19 main:581] : INFO : Epoch 1716 | loss: 0.0311117 | val_loss: 0.0311537 | Time: 2595.75 ms [2020-12-22 04:50:21 main:581] : INFO : Epoch 1717 | loss: 0.0311111 | val_loss: 0.0311489 | Time: 2541.79 ms [2020-12-22 04:50:24 main:581] : INFO : Epoch 1718 | loss: 0.0311118 | val_loss: 0.0311548 | Time: 2619.23 ms [2020-12-22 04:50:26 main:581] : INFO : Epoch 1719 | loss: 0.0311123 | val_loss: 0.0311522 | Time: 2575.39 ms [2020-12-22 04:50:29 main:581] : INFO : Epoch 1720 | loss: 0.0311128 | val_loss: 0.0311513 | Time: 2570.65 ms [2020-12-22 04:50:32 main:581] : INFO : Epoch 1721 | loss: 0.0311098 | val_loss: 0.0311526 | Time: 2754.11 ms [2020-12-22 04:50:34 main:581] : INFO : Epoch 1722 | loss: 0.0311091 | val_loss: 0.0311501 | Time: 2539.8 ms [2020-12-22 04:50:37 main:581] : INFO : Epoch 1723 | loss: 0.0311084 | val_loss: 0.0311484 | Time: 2778.92 ms [2020-12-22 04:50:40 main:581] : INFO : Epoch 1724 | loss: 0.0311101 | val_loss: 0.031153 | Time: 2753.22 ms [2020-12-22 04:50:42 main:581] : INFO : Epoch 1725 | loss: 0.0311117 | val_loss: 0.0311568 | Time: 2522.4 ms [2020-12-22 04:50:45 main:581] : INFO : Epoch 1726 | loss: 0.0311108 | val_loss: 0.0311525 | Time: 2504.63 ms [2020-12-22 04:50:47 main:581] : INFO : Epoch 1727 | loss: 0.0311178 | val_loss: 0.0311503 | Time: 2552.81 ms [2020-12-22 04:50:50 main:581] : INFO : Epoch 1728 | loss: 0.0311147 | val_loss: 0.031146 | Time: 2555.27 ms [2020-12-22 04:50:52 main:581] : INFO : Epoch 1729 | loss: 0.0311092 | val_loss: 0.0311502 | Time: 2503.31 ms [2020-12-22 04:50:55 main:581] : INFO : Epoch 1730 | loss: 0.0311093 | val_loss: 0.0311533 | Time: 2593.21 ms [2020-12-22 04:50:58 main:581] : INFO : Epoch 1731 | loss: 0.0311075 | val_loss: 0.0311525 | Time: 2741.18 ms [2020-12-22 04:51:00 main:581] : INFO : Epoch 1732 | loss: 0.031108 | val_loss: 0.0311499 | Time: 2629.24 ms [2020-12-22 04:51:03 main:581] : INFO : Epoch 1733 | loss: 0.0311071 | val_loss: 0.0311472 | Time: 2528.38 ms [2020-12-22 04:51:05 main:581] : INFO : Epoch 1734 | loss: 0.0311062 | val_loss: 0.0311517 | Time: 2513.15 ms [2020-12-22 04:51:08 main:581] : INFO : Epoch 1735 | loss: 0.031107 | val_loss: 0.0311483 | Time: 2694.35 ms [2020-12-22 04:51:11 main:581] : INFO : Epoch 1736 | loss: 0.0311102 | val_loss: 0.0311455 | Time: 2492.31 ms [2020-12-22 04:51:13 main:581] : INFO : Epoch 1737 | loss: 0.0311116 | val_loss: 0.0311506 | Time: 2703.95 ms [2020-12-22 04:51:16 main:581] : INFO : Epoch 1738 | loss: 0.0311069 | val_loss: 0.0311511 | Time: 2602.05 ms [2020-12-22 04:51:18 main:581] : INFO : Epoch 1739 | loss: 0.0311072 | val_loss: 0.0311533 | Time: 2644.23 ms [2020-12-22 04:51:21 main:581] : INFO : Epoch 1740 | loss: 0.0311143 | val_loss: 0.0311505 | Time: 2668.53 ms [2020-12-22 04:51:24 main:581] : INFO : Epoch 1741 | loss: 0.031115 | val_loss: 0.0311496 | Time: 2639.35 ms [2020-12-22 04:51:26 main:581] : INFO : Epoch 1742 | loss: 0.0311074 | val_loss: 0.0311482 | Time: 2619.15 ms [2020-12-22 04:51:29 main:581] : INFO : Epoch 1743 | loss: 0.0311053 | val_loss: 0.0311523 | Time: 2594.94 ms [2020-12-22 04:51:32 main:581] : INFO : Epoch 1744 | loss: 0.0311126 | val_loss: 0.03115 | Time: 2741.85 ms [2020-12-22 04:51:34 main:581] : INFO : Epoch 1745 | loss: 0.0311179 | val_loss: 0.031156 | Time: 2668.95 ms [2020-12-22 04:51:37 main:581] : INFO : Epoch 1746 | loss: 0.0311112 | val_loss: 0.0311524 | Time: 2892.19 ms [2020-12-22 04:51:40 main:581] : INFO : Epoch 1747 | loss: 0.0311111 | val_loss: 0.0311525 | Time: 2537.08 ms [2020-12-22 04:51:42 main:581] : INFO : Epoch 1748 | loss: 0.0311119 | val_loss: 0.0311533 | Time: 2571.02 ms [2020-12-22 04:51:45 main:581] : INFO : Epoch 1749 | loss: 0.0311112 | val_loss: 0.031154 | Time: 2558.94 ms [2020-12-22 04:51:48 main:581] : INFO : Epoch 1750 | loss: 0.0311083 | val_loss: 0.0311473 | Time: 2573 ms [2020-12-22 04:51:50 main:581] : INFO : Epoch 1751 | loss: 0.0311074 | val_loss: 0.0311546 | Time: 2482.22 ms [2020-12-22 04:51:53 main:581] : INFO : Epoch 1752 | loss: 0.0311065 | val_loss: 0.0311576 | Time: 2510.78 ms [2020-12-22 04:51:55 main:581] : INFO : Epoch 1753 | loss: 0.0311073 | val_loss: 0.0311569 | Time: 2509.62 ms [2020-12-22 04:51:58 main:581] : INFO : Epoch 1754 | loss: 0.0311064 | val_loss: 0.0311556 | Time: 2509.27 ms [2020-12-22 04:52:00 main:581] : INFO : Epoch 1755 | loss: 0.0311027 | val_loss: 0.0311546 | Time: 2504.19 ms [2020-12-22 04:52:03 main:581] : INFO : Epoch 1756 | loss: 0.0311079 | val_loss: 0.0311497 | Time: 2513.5 ms [2020-12-22 04:52:05 main:581] : INFO : Epoch 1757 | loss: 0.0311109 | val_loss: 0.0311604 | Time: 2495.97 ms [2020-12-22 04:52:08 main:581] : INFO : Epoch 1758 | loss: 0.0311124 | val_loss: 0.031155 | Time: 2551.8 ms [2020-12-22 04:52:10 main:581] : INFO : Epoch 1759 | loss: 0.0311158 | val_loss: 0.0311503 | Time: 2513.32 ms [2020-12-22 04:52:13 main:581] : INFO : Epoch 1760 | loss: 0.0311216 | val_loss: 0.0311475 | Time: 2547.43 ms [2020-12-22 04:52:15 main:581] : INFO : Epoch 1761 | loss: 0.0311179 | val_loss: 0.0311525 | Time: 2527.99 ms [2020-12-22 04:52:18 main:581] : INFO : Epoch 1762 | loss: 0.031113 | val_loss: 0.0311521 | Time: 2523.34 ms [2020-12-22 04:52:20 main:581] : INFO : Epoch 1763 | loss: 0.0311087 | val_loss: 0.0311544 | Time: 2607.47 ms [2020-12-22 04:52:23 main:581] : INFO : Epoch 1764 | loss: 0.0311072 | val_loss: 0.0311523 | Time: 2545.53 ms [2020-12-22 04:52:25 main:581] : INFO : Epoch 1765 | loss: 0.0311063 | val_loss: 0.0311498 | Time: 2486.41 ms [2020-12-22 04:52:28 main:581] : INFO : Epoch 1766 | loss: 0.0311048 | val_loss: 0.0311516 | Time: 2525.51 ms [2020-12-22 04:52:30 main:581] : INFO : Epoch 1767 | loss: 0.0311048 | val_loss: 0.0311537 | Time: 2483.08 ms [2020-12-22 04:52:33 main:581] : INFO : Epoch 1768 | loss: 0.0311047 | val_loss: 0.0311533 | Time: 2611.09 ms [2020-12-22 04:52:36 main:581] : INFO : Epoch 1769 | loss: 0.0311023 | val_loss: 0.0311549 | Time: 2583.7 ms [2020-12-22 04:52:38 main:581] : INFO : Epoch 1770 | loss: 0.0311028 | val_loss: 0.03115 | Time: 2486.88 ms [2020-12-22 04:52:41 main:581] : INFO : Epoch 1771 | loss: 0.0311004 | val_loss: 0.0311496 | Time: 2490.56 ms [2020-12-22 04:52:43 main:581] : INFO : Epoch 1772 | loss: 0.0311029 | val_loss: 0.0311552 | Time: 2532.99 ms [2020-12-22 04:52:46 main:581] : INFO : Epoch 1773 | loss: 0.0311042 | val_loss: 0.0311467 | Time: 2589.79 ms [2020-12-22 04:52:48 main:581] : INFO : Epoch 1774 | loss: 0.0311049 | val_loss: 0.0311573 | Time: 2503.84 ms [2020-12-22 04:52:51 main:581] : INFO : Epoch 1775 | loss: 0.0311039 | val_loss: 0.0311557 | Time: 2562.48 ms [2020-12-22 04:52:53 main:581] : INFO : Epoch 1776 | loss: 0.0311031 | val_loss: 0.031151 | Time: 2504.78 ms [2020-12-22 04:52:56 main:581] : INFO : Epoch 1777 | loss: 0.0311061 | val_loss: 0.0311528 | Time: 2532.21 ms [2020-12-22 04:52:58 main:581] : INFO : Epoch 1778 | loss: 0.0311057 | val_loss: 0.0311495 | Time: 2523.26 ms [2020-12-22 04:53:01 main:581] : INFO : Epoch 1779 | loss: 0.0311043 | val_loss: 0.031153 | Time: 2517.82 ms [2020-12-22 04:53:03 main:581] : INFO : Epoch 1780 | loss: 0.0311036 | val_loss: 0.0311618 | Time: 2525.98 ms [2020-12-22 04:53:06 main:581] : INFO : Epoch 1781 | loss: 0.031109 | val_loss: 0.0311595 | Time: 2512.15 ms [2020-12-22 04:53:08 main:581] : INFO : Epoch 1782 | loss: 0.0311058 | val_loss: 0.031163 | Time: 2483.76 ms [2020-12-22 04:53:11 main:581] : INFO : Epoch 1783 | loss: 0.03111 | val_loss: 0.0311504 | Time: 2528.85 ms [2020-12-22 04:53:13 main:581] : INFO : Epoch 1784 | loss: 0.0311062 | val_loss: 0.0311556 | Time: 2529.69 ms [2020-12-22 04:53:16 main:581] : INFO : Epoch 1785 | loss: 0.0311038 | val_loss: 0.0311553 | Time: 2523.84 ms [2020-12-22 04:53:18 main:581] : INFO : Epoch 1786 | loss: 0.031101 | val_loss: 0.031155 | Time: 2504.38 ms [2020-12-22 04:53:21 main:581] : INFO : Epoch 1787 | loss: 0.0311008 | val_loss: 0.0311562 | Time: 2528.54 ms [2020-12-22 04:53:23 main:581] : INFO : Epoch 1788 | loss: 0.0311034 | val_loss: 0.0311541 | Time: 2532.83 ms [2020-12-22 04:53:26 main:581] : INFO : Epoch 1789 | loss: 0.0311035 | val_loss: 0.0311615 | Time: 2540.01 ms [2020-12-22 04:53:29 main:581] : INFO : Epoch 1790 | loss: 0.0311014 | val_loss: 0.0311551 | Time: 2499.12 ms [2020-12-22 04:53:31 main:581] : INFO : Epoch 1791 | loss: 0.0310976 | val_loss: 0.0311663 | Time: 2589.03 ms [2020-12-22 04:53:34 main:581] : INFO : Epoch 1792 | loss: 0.0310989 | val_loss: 0.0311577 | Time: 2499.33 ms [2020-12-22 04:53:36 main:581] : INFO : Epoch 1793 | loss: 0.0310993 | val_loss: 0.0311607 | Time: 2499.59 ms [2020-12-22 04:53:39 main:581] : INFO : Epoch 1794 | loss: 0.031109 | val_loss: 0.031157 | Time: 2532.85 ms [2020-12-22 04:53:41 main:581] : INFO : Epoch 1795 | loss: 0.0311176 | val_loss: 0.0311584 | Time: 2631.55 ms [2020-12-22 04:53:44 main:581] : INFO : Epoch 1796 | loss: 0.0311194 | val_loss: 0.0311553 | Time: 2507.02 ms [2020-12-22 04:53:46 main:581] : INFO : Epoch 1797 | loss: 0.0311191 | val_loss: 0.0311582 | Time: 2476.89 ms [2020-12-22 04:53:49 main:581] : INFO : Epoch 1798 | loss: 0.0311139 | val_loss: 0.0311508 | Time: 2588.64 ms [2020-12-22 04:53:51 main:581] : INFO : Epoch 1799 | loss: 0.0311101 | val_loss: 0.0311524 | Time: 2515.93 ms [2020-12-22 04:53:54 main:581] : INFO : Epoch 1800 | loss: 0.0311084 | val_loss: 0.0311546 | Time: 2520.66 ms [2020-12-22 04:53:56 main:581] : INFO : Epoch 1801 | loss: 0.031111 | val_loss: 0.0311508 | Time: 2513.24 ms [2020-12-22 04:53:59 main:581] : INFO : Epoch 1802 | loss: 0.0311065 | val_loss: 0.0311556 | Time: 2627.4 ms [2020-12-22 04:54:02 main:581] : INFO : Epoch 1803 | loss: 0.0311064 | val_loss: 0.0311556 | Time: 2588.1 ms [2020-12-22 04:54:04 main:581] : INFO : Epoch 1804 | loss: 0.0311059 | val_loss: 0.03116 | Time: 2490.6 ms [2020-12-22 04:54:07 main:581] : INFO : Epoch 1805 | loss: 0.0311059 | val_loss: 0.0311595 | Time: 2539.64 ms [2020-12-22 04:54:09 main:581] : INFO : Epoch 1806 | loss: 0.0311064 | val_loss: 0.0311542 | Time: 2529.61 ms [2020-12-22 04:54:12 main:581] : INFO : Epoch 1807 | loss: 0.0311064 | val_loss: 0.0311513 | Time: 2525.3 ms [2020-12-22 04:54:14 main:581] : INFO : Epoch 1808 | loss: 0.0311028 | val_loss: 0.0311556 | Time: 2498.45 ms [2020-12-22 04:54:17 main:581] : INFO : Epoch 1809 | loss: 0.0311021 | val_loss: 0.0311527 | Time: 2502.5 ms [2020-12-22 04:54:19 main:581] : INFO : Epoch 1810 | loss: 0.0311045 | val_loss: 0.0311535 | Time: 2594.03 ms [2020-12-22 04:54:22 main:581] : INFO : Epoch 1811 | loss: 0.0311032 | val_loss: 0.0311574 | Time: 2546.28 ms [2020-12-22 04:54:24 main:581] : INFO : Epoch 1812 | loss: 0.0310998 | val_loss: 0.0311622 | Time: 2504.47 ms [2020-12-22 04:54:27 main:581] : INFO : Epoch 1813 | loss: 0.0311043 | val_loss: 0.0311543 | Time: 2524.44 ms [2020-12-22 04:54:29 main:581] : INFO : Epoch 1814 | loss: 0.031101 | val_loss: 0.0311578 | Time: 2526.63 ms [2020-12-22 04:54:32 main:581] : INFO : Epoch 1815 | loss: 0.0311004 | val_loss: 0.0311532 | Time: 2540.58 ms [2020-12-22 04:54:34 main:581] : INFO : Epoch 1816 | loss: 0.031103 | val_loss: 0.0311533 | Time: 2508.3 ms [2020-12-22 04:54:37 main:581] : INFO : Epoch 1817 | loss: 0.0311019 | val_loss: 0.031155 | Time: 2539.85 ms [2020-12-22 04:54:40 main:581] : INFO : Epoch 1818 | loss: 0.0311031 | val_loss: 0.031153 | Time: 2567.88 ms [2020-12-22 04:54:42 main:581] : INFO : Epoch 1819 | loss: 0.0311006 | val_loss: 0.0311625 | Time: 2560.05 ms [2020-12-22 04:54:45 main:581] : INFO : Epoch 1820 | loss: 0.0310996 | val_loss: 0.0311614 | Time: 2494.26 ms [2020-12-22 04:54:47 main:581] : INFO : Epoch 1821 | loss: 0.0311009 | val_loss: 0.0311573 | Time: 2586.38 ms [2020-12-22 04:54:50 main:581] : INFO : Epoch 1822 | loss: 0.0310999 | val_loss: 0.0311541 | Time: 2543.72 ms [2020-12-22 04:54:52 main:581] : INFO : Epoch 1823 | loss: 0.0310982 | val_loss: 0.0311641 | Time: 2492.81 ms [2020-12-22 04:54:55 main:581] : INFO : Epoch 1824 | loss: 0.031096 | val_loss: 0.0311601 | Time: 2518.04 ms [2020-12-22 04:54:57 main:581] : INFO : Epoch 1825 | loss: 0.0310987 | val_loss: 0.0311587 | Time: 2491.28 ms [2020-12-22 04:55:00 main:581] : INFO : Epoch 1826 | loss: 0.0310984 | val_loss: 0.0311572 | Time: 2563.25 ms [2020-12-22 04:55:03 main:581] : INFO : Epoch 1827 | loss: 0.0310983 | val_loss: 0.0311548 | Time: 2675.31 ms [2020-12-22 04:55:05 main:581] : INFO : Epoch 1828 | loss: 0.0310997 | val_loss: 0.0311578 | Time: 2621.79 ms [2020-12-22 04:55:08 main:581] : INFO : Epoch 1829 | loss: 0.0311027 | val_loss: 0.0311577 | Time: 2625.58 ms [2020-12-22 04:55:10 main:581] : INFO : Epoch 1830 | loss: 0.0311068 | val_loss: 0.0311527 | Time: 2734.88 ms [2020-12-22 04:55:13 main:581] : INFO : Epoch 1831 | loss: 0.0311048 | val_loss: 0.031151 | Time: 2584.21 ms [2020-12-22 04:55:16 main:581] : INFO : Epoch 1832 | loss: 0.0311027 | val_loss: 0.0311551 | Time: 2597.87 ms [2020-12-22 04:55:18 main:581] : INFO : Epoch 1833 | loss: 0.0311035 | val_loss: 0.0311536 | Time: 2769.37 ms [2020-12-22 04:55:21 main:581] : INFO : Epoch 1834 | loss: 0.0311029 | val_loss: 0.0311559 | Time: 2603.04 ms [2020-12-22 04:55:24 main:581] : INFO : Epoch 1835 | loss: 0.0311039 | val_loss: 0.0311559 | Time: 2719.43 ms [2020-12-22 04:55:26 main:581] : INFO : Epoch 1836 | loss: 0.0311043 | val_loss: 0.0311516 | Time: 2683.45 ms [2020-12-22 04:55:29 main:581] : INFO : Epoch 1837 | loss: 0.0311015 | val_loss: 0.031155 | Time: 2557.33 ms [2020-12-22 04:55:32 main:581] : INFO : Epoch 1838 | loss: 0.0310984 | val_loss: 0.0311623 | Time: 2561.11 ms [2020-12-22 04:55:34 main:581] : INFO : Epoch 1839 | loss: 0.0311003 | val_loss: 0.0311568 | Time: 2718.69 ms [2020-12-22 04:55:37 main:581] : INFO : Epoch 1840 | loss: 0.0311006 | val_loss: 0.0311486 | Time: 2499.86 ms [2020-12-22 04:55:40 main:581] : INFO : Epoch 1841 | loss: 0.0311099 | val_loss: 0.0311512 | Time: 2766.6 ms [2020-12-22 04:55:42 main:581] : INFO : Epoch 1842 | loss: 0.0311042 | val_loss: 0.031149 | Time: 2740.14 ms [2020-12-22 04:55:45 main:581] : INFO : Epoch 1843 | loss: 0.0311005 | val_loss: 0.0311471 | Time: 2794.67 ms [2020-12-22 04:55:48 main:581] : INFO : Epoch 1844 | loss: 0.0311009 | val_loss: 0.0311575 | Time: 2567.25 ms [2020-12-22 04:55:50 main:581] : INFO : Epoch 1845 | loss: 0.0310994 | val_loss: 0.0311529 | Time: 2737.64 ms [2020-12-22 04:55:53 main:581] : INFO : Epoch 1846 | loss: 0.0311006 | val_loss: 0.0311523 | Time: 2590 ms [2020-12-22 04:55:56 main:581] : INFO : Epoch 1847 | loss: 0.031096 | val_loss: 0.0311585 | Time: 2681.82 ms [2020-12-22 04:55:59 main:581] : INFO : Epoch 1848 | loss: 0.031094 | val_loss: 0.0311518 | Time: 2854.03 ms [2020-12-22 04:56:01 main:581] : INFO : Epoch 1849 | loss: 0.0310951 | val_loss: 0.0311659 | Time: 2536.64 ms [2020-12-22 04:56:04 main:581] : INFO : Epoch 1850 | loss: 0.0310967 | val_loss: 0.031161 | Time: 2554.68 ms [2020-12-22 04:56:06 main:581] : INFO : Epoch 1851 | loss: 0.0310956 | val_loss: 0.0311557 | Time: 2668.59 ms [2020-12-22 04:56:09 main:581] : INFO : Epoch 1852 | loss: 0.0311008 | val_loss: 0.0311626 | Time: 2542.57 ms [2020-12-22 04:56:11 main:581] : INFO : Epoch 1853 | loss: 0.0310992 | val_loss: 0.0311556 | Time: 2503.15 ms [2020-12-22 04:56:14 main:581] : INFO : Epoch 1854 | loss: 0.0310973 | val_loss: 0.0311575 | Time: 2647.31 ms [2020-12-22 04:56:17 main:581] : INFO : Epoch 1855 | loss: 0.0310987 | val_loss: 0.0311639 | Time: 2667.29 ms [2020-12-22 04:56:19 main:581] : INFO : Epoch 1856 | loss: 0.0310982 | val_loss: 0.0311588 | Time: 2584.75 ms [2020-12-22 04:56:22 main:581] : INFO : Epoch 1857 | loss: 0.0310997 | val_loss: 0.031167 | Time: 2600.73 ms [2020-12-22 04:56:24 main:581] : INFO : Epoch 1858 | loss: 0.0311005 | val_loss: 0.0311635 | Time: 2557.62 ms [2020-12-22 04:56:27 main:581] : INFO : Epoch 1859 | loss: 0.0310998 | val_loss: 0.0311592 | Time: 2606.92 ms [2020-12-22 04:56:30 main:581] : INFO : Epoch 1860 | loss: 0.0310944 | val_loss: 0.0311608 | Time: 2592.58 ms [2020-12-22 04:56:32 main:581] : INFO : Epoch 1861 | loss: 0.0310926 | val_loss: 0.0311646 | Time: 2844.3 ms [2020-12-22 04:56:35 main:581] : INFO : Epoch 1862 | loss: 0.0310934 | val_loss: 0.0311519 | Time: 2644.59 ms [2020-12-22 04:56:38 main:581] : INFO : Epoch 1863 | loss: 0.0310954 | val_loss: 0.0311578 | Time: 2567.68 ms [2020-12-22 04:56:40 main:581] : INFO : Epoch 1864 | loss: 0.0310944 | val_loss: 0.0311574 | Time: 2665.56 ms [2020-12-22 04:56:43 main:581] : INFO : Epoch 1865 | loss: 0.0310927 | val_loss: 0.0311759 | Time: 2507.3 ms [2020-12-22 04:56:45 main:581] : INFO : Epoch 1866 | loss: 0.0310935 | val_loss: 0.031155 | Time: 2511.25 ms [2020-12-22 04:56:48 main:581] : INFO : Epoch 1867 | loss: 0.0310935 | val_loss: 0.0311639 | Time: 2718.7 ms [2020-12-22 04:56:51 main:581] : INFO : Epoch 1868 | loss: 0.0310916 | val_loss: 0.0311574 | Time: 2590.17 ms [2020-12-22 04:56:53 main:581] : INFO : Epoch 1869 | loss: 0.031093 | val_loss: 0.0311556 | Time: 2590.69 ms [2020-12-22 04:56:56 main:581] : INFO : Epoch 1870 | loss: 0.0310943 | val_loss: 0.0311652 | Time: 2646.95 ms [2020-12-22 04:56:58 main:581] : INFO : Epoch 1871 | loss: 0.0310942 | val_loss: 0.0311509 | Time: 2584.04 ms [2020-12-22 04:57:01 main:581] : INFO : Epoch 1872 | loss: 0.0310947 | val_loss: 0.0311606 | Time: 2581.27 ms [2020-12-22 04:57:04 main:581] : INFO : Epoch 1873 | loss: 0.0310923 | val_loss: 0.0311655 | Time: 2807.34 ms [2020-12-22 04:57:07 main:581] : INFO : Epoch 1874 | loss: 0.0310913 | val_loss: 0.0311637 | Time: 2666.8 ms [2020-12-22 04:57:09 main:581] : INFO : Epoch 1875 | loss: 0.0310926 | val_loss: 0.031156 | Time: 2496.42 ms [2020-12-22 04:57:12 main:581] : INFO : Epoch 1876 | loss: 0.0310947 | val_loss: 0.0311504 | Time: 2505.66 ms [2020-12-22 04:57:14 main:581] : INFO : Epoch 1877 | loss: 0.0310979 | val_loss: 0.0311603 | Time: 2770.85 ms [2020-12-22 04:57:17 main:581] : INFO : Epoch 1878 | loss: 0.0310998 | val_loss: 0.0311603 | Time: 2636.3 ms [2020-12-22 04:57:19 main:581] : INFO : Epoch 1879 | loss: 0.0311004 | val_loss: 0.0311602 | Time: 2490.13 ms [2020-12-22 04:57:22 main:581] : INFO : Epoch 1880 | loss: 0.0311019 | val_loss: 0.0311582 | Time: 2731.97 ms [2020-12-22 04:57:25 main:581] : INFO : Epoch 1881 | loss: 0.0310995 | val_loss: 0.0311566 | Time: 2648.16 ms [2020-12-22 04:57:28 main:581] : INFO : Epoch 1882 | loss: 0.0310977 | val_loss: 0.0311558 | Time: 2689.6 ms [2020-12-22 04:57:30 main:581] : INFO : Epoch 1883 | loss: 0.0310986 | val_loss: 0.0311535 | Time: 2788.15 ms [2020-12-22 04:57:33 main:581] : INFO : Epoch 1884 | loss: 0.0310984 | val_loss: 0.0311608 | Time: 2613.4 ms [2020-12-22 04:57:35 main:581] : INFO : Epoch 1885 | loss: 0.031107 | val_loss: 0.0311522 | Time: 2558.26 ms [2020-12-22 04:57:38 main:581] : INFO : Epoch 1886 | loss: 0.0311065 | val_loss: 0.0311543 | Time: 2714.79 ms [2020-12-22 04:57:41 main:581] : INFO : Epoch 1887 | loss: 0.0310998 | val_loss: 0.0311582 | Time: 2527.35 ms [2020-12-22 04:57:43 main:581] : INFO : Epoch 1888 | loss: 0.031103 | val_loss: 0.0311593 | Time: 2638.68 ms [2020-12-22 04:57:46 main:581] : INFO : Epoch 1889 | loss: 0.031102 | val_loss: 0.0311549 | Time: 2825.7 ms [2020-12-22 04:57:49 main:581] : INFO : Epoch 1890 | loss: 0.0311017 | val_loss: 0.0311614 | Time: 2618.69 ms [2020-12-22 04:57:52 main:581] : INFO : Epoch 1891 | loss: 0.0310986 | val_loss: 0.0311544 | Time: 2750.19 ms [2020-12-22 04:57:54 main:581] : INFO : Epoch 1892 | loss: 0.0310975 | val_loss: 0.0311499 | Time: 2628.96 ms [2020-12-22 04:57:57 main:581] : INFO : Epoch 1893 | loss: 0.0310939 | val_loss: 0.0311515 | Time: 2577.83 ms [2020-12-22 04:57:59 main:581] : INFO : Epoch 1894 | loss: 0.0310921 | val_loss: 0.0311566 | Time: 2529.61 ms [2020-12-22 04:58:02 main:581] : INFO : Epoch 1895 | loss: 0.0310944 | val_loss: 0.0311563 | Time: 2649.22 ms [2020-12-22 04:58:05 main:581] : INFO : Epoch 1896 | loss: 0.0311001 | val_loss: 0.0311545 | Time: 2708.29 ms [2020-12-22 04:58:07 main:581] : INFO : Epoch 1897 | loss: 0.0310969 | val_loss: 0.0311574 | Time: 2680.01 ms [2020-12-22 04:58:10 main:581] : INFO : Epoch 1898 | loss: 0.0310928 | val_loss: 0.0311546 | Time: 2661.48 ms [2020-12-22 04:58:13 main:581] : INFO : Epoch 1899 | loss: 0.031103 | val_loss: 0.0311536 | Time: 2625.41 ms [2020-12-22 04:58:15 main:581] : INFO : Epoch 1900 | loss: 0.0311078 | val_loss: 0.0311512 | Time: 2594.84 ms [2020-12-22 04:58:18 main:581] : INFO : Epoch 1901 | loss: 0.0311065 | val_loss: 0.0311502 | Time: 2791.92 ms [2020-12-22 04:58:21 main:581] : INFO : Epoch 1902 | loss: 0.0310994 | val_loss: 0.0311564 | Time: 2663.82 ms [2020-12-22 04:58:23 main:581] : INFO : Epoch 1903 | loss: 0.0311051 | val_loss: 0.0311505 | Time: 2624.73 ms [2020-12-22 04:58:26 main:581] : INFO : Epoch 1904 | loss: 0.0311006 | val_loss: 0.0311469 | Time: 2676.12 ms [2020-12-22 04:58:29 main:581] : INFO : Epoch 1905 | loss: 0.0310982 | val_loss: 0.0311541 | Time: 2567.67 ms [2020-12-22 04:58:31 main:581] : INFO : Epoch 1906 | loss: 0.0310989 | val_loss: 0.03115 | Time: 2474.02 ms [2020-12-22 04:58:34 main:581] : INFO : Epoch 1907 | loss: 0.0310935 | val_loss: 0.0311514 | Time: 2538.62 ms [2020-12-22 04:58:36 main:581] : INFO : Epoch 1908 | loss: 0.0310913 | val_loss: 0.0311546 | Time: 2706.22 ms [2020-12-22 04:58:39 main:581] : INFO : Epoch 1909 | loss: 0.0310941 | val_loss: 0.0311458 | Time: 2532.22 ms [2020-12-22 04:58:41 main:581] : INFO : Epoch 1910 | loss: 0.0310919 | val_loss: 0.0311503 | Time: 2684.01 ms [2020-12-22 04:58:44 main:581] : INFO : Epoch 1911 | loss: 0.0310923 | val_loss: 0.0311445 | Time: 2727.55 ms [2020-12-22 04:58:47 main:581] : INFO : Epoch 1912 | loss: 0.0310958 | val_loss: 0.0311529 | Time: 2643.74 ms [2020-12-22 04:58:50 main:581] : INFO : Epoch 1913 | loss: 0.0310967 | val_loss: 0.0311436 | Time: 2675.16 ms [2020-12-22 04:58:52 main:581] : INFO : Epoch 1914 | loss: 0.0310958 | val_loss: 0.0311478 | Time: 2548.84 ms [2020-12-22 04:58:55 main:581] : INFO : Epoch 1915 | loss: 0.0310955 | val_loss: 0.0311441 | Time: 2806.84 ms [2020-12-22 04:58:57 main:581] : INFO : Epoch 1916 | loss: 0.0310918 | val_loss: 0.0311486 | Time: 2527.34 ms [2020-12-22 04:59:00 main:581] : INFO : Epoch 1917 | loss: 0.031092 | val_loss: 0.0311505 | Time: 2658.09 ms [2020-12-22 04:59:03 main:581] : INFO : Epoch 1918 | loss: 0.031093 | val_loss: 0.031153 | Time: 2562.9 ms [2020-12-22 04:59:05 main:581] : INFO : Epoch 1919 | loss: 0.0310952 | val_loss: 0.0311579 | Time: 2690.37 ms [2020-12-22 04:59:08 main:581] : INFO : Epoch 1920 | loss: 0.0310905 | val_loss: 0.0311489 | Time: 2755.79 ms [2020-12-22 04:59:11 main:581] : INFO : Epoch 1921 | loss: 0.0310929 | val_loss: 0.0311672 | Time: 2648.24 ms [2020-12-22 04:59:13 main:581] : INFO : Epoch 1922 | loss: 0.0310933 | val_loss: 0.0311597 | Time: 2622.55 ms [2020-12-22 04:59:16 main:581] : INFO : Epoch 1923 | loss: 0.0310867 | val_loss: 0.0311524 | Time: 2738.08 ms [2020-12-22 04:59:19 main:581] : INFO : Epoch 1924 | loss: 0.0310883 | val_loss: 0.0311486 | Time: 2700.9 ms [2020-12-22 04:59:21 main:581] : INFO : Epoch 1925 | loss: 0.0310916 | val_loss: 0.0311504 | Time: 2560.84 ms [2020-12-22 04:59:24 main:581] : INFO : Epoch 1926 | loss: 0.0310901 | val_loss: 0.0311609 | Time: 2849.19 ms [2020-12-22 04:59:27 main:581] : INFO : Epoch 1927 | loss: 0.0310899 | val_loss: 0.0311525 | Time: 2672.16 ms [2020-12-22 04:59:30 main:581] : INFO : Epoch 1928 | loss: 0.0311094 | val_loss: 0.0311589 | Time: 2748.49 ms [2020-12-22 04:59:32 main:581] : INFO : Epoch 1929 | loss: 0.0311472 | val_loss: 0.0311518 | Time: 2749.68 ms [2020-12-22 04:59:35 main:581] : INFO : Epoch 1930 | loss: 0.0311451 | val_loss: 0.0311543 | Time: 2592.28 ms [2020-12-22 04:59:38 main:581] : INFO : Epoch 1931 | loss: 0.0311409 | val_loss: 0.0311629 | Time: 2560.27 ms [2020-12-22 04:59:40 main:581] : INFO : Epoch 1932 | loss: 0.0311348 | val_loss: 0.0311539 | Time: 2911.26 ms [2020-12-22 04:59:43 main:581] : INFO : Epoch 1933 | loss: 0.031131 | val_loss: 0.0311505 | Time: 2621.18 ms [2020-12-22 04:59:46 main:581] : INFO : Epoch 1934 | loss: 0.0311282 | val_loss: 0.0311542 | Time: 2685.01 ms [2020-12-22 04:59:49 main:581] : INFO : Epoch 1935 | loss: 0.031124 | val_loss: 0.0311466 | Time: 2783.01 ms [2020-12-22 04:59:51 main:581] : INFO : Epoch 1936 | loss: 0.0311213 | val_loss: 0.0311479 | Time: 2551.1 ms [2020-12-22 04:59:54 main:581] : INFO : Epoch 1937 | loss: 0.0311231 | val_loss: 0.0311497 | Time: 2659.7 ms [2020-12-22 04:59:57 main:581] : INFO : Epoch 1938 | loss: 0.0311177 | val_loss: 0.0311506 | Time: 2775.53 ms [2020-12-22 04:59:59 main:581] : INFO : Epoch 1939 | loss: 0.0311168 | val_loss: 0.031151 | Time: 2518.65 ms [2020-12-22 05:00:02 main:581] : INFO : Epoch 1940 | loss: 0.0311117 | val_loss: 0.0311543 | Time: 2606.97 ms [2020-12-22 05:00:04 main:581] : INFO : Epoch 1941 | loss: 0.0311096 | val_loss: 0.0311548 | Time: 2559.5 ms [2020-12-22 05:00:07 main:581] : INFO : Epoch 1942 | loss: 0.0311086 | val_loss: 0.0311495 | Time: 2516.68 ms [2020-12-22 05:00:09 main:581] : INFO : Epoch 1943 | loss: 0.0311067 | val_loss: 0.0311567 | Time: 2556.65 ms [2020-12-22 05:00:12 main:581] : INFO : Epoch 1944 | loss: 0.0311055 | val_loss: 0.0311472 | Time: 2615.01 ms [2020-12-22 05:00:15 main:581] : INFO : Epoch 1945 | loss: 0.0311046 | val_loss: 0.0311497 | Time: 2670.3 ms [2020-12-22 05:00:17 main:581] : INFO : Epoch 1946 | loss: 0.0311062 | val_loss: 0.0311512 | Time: 2609.15 ms [2020-12-22 05:00:20 main:581] : INFO : Epoch 1947 | loss: 0.0311058 | val_loss: 0.0311527 | Time: 2711.29 ms [2020-12-22 05:00:23 main:581] : INFO : Epoch 1948 | loss: 0.0311051 | val_loss: 0.0311557 | Time: 2724.53 ms [2020-12-22 05:00:25 main:581] : INFO : Epoch 1949 | loss: 0.0311069 | val_loss: 0.0311578 | Time: 2689.15 ms [2020-12-22 05:00:28 main:581] : INFO : Epoch 1950 | loss: 0.0311057 | val_loss: 0.0311475 | Time: 2787.25 ms [2020-12-22 05:00:31 main:581] : INFO : Epoch 1951 | loss: 0.0311073 | val_loss: 0.0311615 | Time: 2732.78 ms [2020-12-22 05:00:33 main:581] : INFO : Epoch 1952 | loss: 0.0311059 | val_loss: 0.0311647 | Time: 2592.9 ms [2020-12-22 05:00:36 main:581] : INFO : Epoch 1953 | loss: 0.0311108 | val_loss: 0.0311616 | Time: 2655.39 ms [2020-12-22 05:00:39 main:581] : INFO : Epoch 1954 | loss: 0.0311072 | val_loss: 0.0311575 | Time: 2716.82 ms [2020-12-22 05:00:41 main:581] : INFO : Epoch 1955 | loss: 0.0311077 | val_loss: 0.0311493 | Time: 2698.9 ms [2020-12-22 05:00:44 main:581] : INFO : Epoch 1956 | loss: 0.031105 | val_loss: 0.0311499 | Time: 2756.33 ms [2020-12-22 05:00:47 main:581] : INFO : Epoch 1957 | loss: 0.0311171 | val_loss: 0.0311478 | Time: 2637.5 ms [2020-12-22 05:00:50 main:581] : INFO : Epoch 1958 | loss: 0.0311133 | val_loss: 0.0311516 | Time: 2685.69 ms [2020-12-22 05:00:52 main:581] : INFO : Epoch 1959 | loss: 0.0311091 | val_loss: 0.0311517 | Time: 2795.96 ms [2020-12-22 05:00:55 main:581] : INFO : Epoch 1960 | loss: 0.0311071 | val_loss: 0.0311496 | Time: 2715.85 ms [2020-12-22 05:00:58 main:581] : INFO : Epoch 1961 | loss: 0.0311041 | val_loss: 0.0311471 | Time: 2969.38 ms [2020-12-22 05:01:01 main:581] : INFO : Epoch 1962 | loss: 0.0311032 | val_loss: 0.0311507 | Time: 2555.72 ms [2020-12-22 05:01:03 main:581] : INFO : Epoch 1963 | loss: 0.0311002 | val_loss: 0.0311509 | Time: 2535.53 ms [2020-12-22 05:01:06 main:581] : INFO : Epoch 1964 | loss: 0.031102 | val_loss: 0.0311554 | Time: 2559.8 ms [2020-12-22 05:01:09 main:581] : INFO : Epoch 1965 | loss: 0.0311047 | val_loss: 0.0311524 | Time: 2887.92 ms [2020-12-22 05:01:11 main:581] : INFO : Epoch 1966 | loss: 0.0311035 | val_loss: 0.0311528 | Time: 2632.9 ms [2020-12-22 05:01:14 main:581] : INFO : Epoch 1967 | loss: 0.0311023 | val_loss: 0.0311511 | Time: 2810.81 ms [2020-12-22 05:01:17 main:581] : INFO : Epoch 1968 | loss: 0.0311006 | val_loss: 0.0311459 | Time: 2702.79 ms [2020-12-22 05:01:19 main:581] : INFO : Epoch 1969 | loss: 0.0311006 | val_loss: 0.0311457 | Time: 2565.25 ms [2020-12-22 05:01:22 main:581] : INFO : Epoch 1970 | loss: 0.0310945 | val_loss: 0.0311469 | Time: 2783.51 ms [2020-12-22 05:01:25 main:581] : INFO : Epoch 1971 | loss: 0.0310926 | val_loss: 0.0311584 | Time: 2638.8 ms [2020-12-22 05:01:27 main:581] : INFO : Epoch 1972 | loss: 0.0310951 | val_loss: 0.0311514 | Time: 2610.54 ms [2020-12-22 05:01:30 main:581] : INFO : Epoch 1973 | loss: 0.0310953 | val_loss: 0.0311536 | Time: 2685.06 ms [2020-12-22 05:01:33 main:581] : INFO : Epoch 1974 | loss: 0.0310946 | val_loss: 0.0311549 | Time: 2563.75 ms [2020-12-22 05:01:35 main:581] : INFO : Epoch 1975 | loss: 0.0310977 | val_loss: 0.0311526 | Time: 2628.08 ms [2020-12-22 05:01:38 main:581] : INFO : Epoch 1976 | loss: 0.0310974 | val_loss: 0.031152 | Time: 2830.22 ms [2020-12-22 05:01:41 main:581] : INFO : Epoch 1977 | loss: 0.0311033 | val_loss: 0.0311681 | Time: 2555.71 ms [2020-12-22 05:01:43 main:581] : INFO : Epoch 1978 | loss: 0.0310986 | val_loss: 0.0311464 | Time: 2578.88 ms [2020-12-22 05:01:46 main:581] : INFO : Epoch 1979 | loss: 0.0310997 | val_loss: 0.0311659 | Time: 2676.19 ms [2020-12-22 05:01:49 main:581] : INFO : Epoch 1980 | loss: 0.0311029 | val_loss: 0.0311538 | Time: 2644.4 ms [2020-12-22 05:01:51 main:581] : INFO : Epoch 1981 | loss: 0.0310954 | val_loss: 0.0311589 | Time: 2635 ms [2020-12-22 05:01:54 main:581] : INFO : Epoch 1982 | loss: 0.0310934 | val_loss: 0.0311521 | Time: 2752.11 ms [2020-12-22 05:01:57 main:581] : INFO : Epoch 1983 | loss: 0.0310926 | val_loss: 0.0311458 | Time: 2776.52 ms [2020-12-22 05:01:59 main:581] : INFO : Epoch 1984 | loss: 0.0310928 | val_loss: 0.0311538 | Time: 2666.71 ms [2020-12-22 05:02:02 main:581] : INFO : Epoch 1985 | loss: 0.0311052 | val_loss: 0.0311508 | Time: 2905.44 ms [2020-12-22 05:02:05 main:581] : INFO : Epoch 1986 | loss: 0.0311022 | val_loss: 0.0311573 | Time: 2684.97 ms [2020-12-22 05:02:08 main:581] : INFO : Epoch 1987 | loss: 0.0310976 | val_loss: 0.0311502 | Time: 2597.84 ms [2020-12-22 05:02:10 main:581] : INFO : Epoch 1988 | loss: 0.0310944 | val_loss: 0.0311527 | Time: 2874.23 ms [2020-12-22 05:02:13 main:581] : INFO : Epoch 1989 | loss: 0.0310935 | val_loss: 0.0311543 | Time: 2558.06 ms [2020-12-22 05:02:16 main:581] : INFO : Epoch 1990 | loss: 0.0310971 | val_loss: 0.0311601 | Time: 2649.82 ms [2020-12-22 05:02:18 main:581] : INFO : Epoch 1991 | loss: 0.0310931 | val_loss: 0.03115 | Time: 2699.37 ms [2020-12-22 05:02:21 main:581] : INFO : Epoch 1992 | loss: 0.031091 | val_loss: 0.0311573 | Time: 2499.69 ms [2020-12-22 05:02:23 main:581] : INFO : Epoch 1993 | loss: 0.03109 | val_loss: 0.0311562 | Time: 2640.53 ms [2020-12-22 05:02:26 main:581] : INFO : Epoch 1994 | loss: 0.0310994 | val_loss: 0.0311566 | Time: 2620.5 ms [2020-12-22 05:02:29 main:581] : INFO : Epoch 1995 | loss: 0.0311 | val_loss: 0.0311512 | Time: 2661.01 ms [2020-12-22 05:02:32 main:581] : INFO : Epoch 1996 | loss: 0.0310994 | val_loss: 0.0311546 | Time: 2794.45 ms [2020-12-22 05:02:34 main:581] : INFO : Epoch 1997 | loss: 0.031098 | val_loss: 0.0311551 | Time: 2834.05 ms [2020-12-22 05:02:37 main:581] : INFO : Epoch 1998 | loss: 0.031098 | val_loss: 0.0311521 | Time: 2485.68 ms [2020-12-22 05:02:40 main:581] : INFO : Epoch 1999 | loss: 0.0310962 | val_loss: 0.0311617 | Time: 2706.89 ms [2020-12-22 05:02:42 main:581] : INFO : Epoch 2000 | loss: 0.0310956 | val_loss: 0.0311563 | Time: 2696.93 ms [2020-12-22 05:02:45 main:581] : INFO : Epoch 2001 | loss: 0.0310925 | val_loss: 0.0311462 | Time: 2664.25 ms [2020-12-22 05:02:48 main:581] : INFO : Epoch 2002 | loss: 0.0310925 | val_loss: 0.031153 | Time: 2582.64 ms [2020-12-22 05:02:50 main:581] : INFO : Epoch 2003 | loss: 0.0310902 | val_loss: 0.0311502 | Time: 2784.17 ms [2020-12-22 05:02:53 main:581] : INFO : Epoch 2004 | loss: 0.0310872 | val_loss: 0.0311532 | Time: 2670.86 ms [2020-12-22 05:02:56 main:581] : INFO : Epoch 2005 | loss: 0.0310889 | val_loss: 0.0311522 | Time: 2693.09 ms [2020-12-22 05:02:58 main:581] : INFO : Epoch 2006 | loss: 0.0310929 | val_loss: 0.0311571 | Time: 2560 ms [2020-12-22 05:03:01 main:581] : INFO : Epoch 2007 | loss: 0.0310896 | val_loss: 0.0311557 | Time: 2606.87 ms [2020-12-22 05:03:03 main:581] : INFO : Epoch 2008 | loss: 0.0310916 | val_loss: 0.0311573 | Time: 2564.34 ms [2020-12-22 05:03:06 main:581] : INFO : Epoch 2009 | loss: 0.0310901 | val_loss: 0.0311523 | Time: 2639.98 ms [2020-12-22 05:03:09 main:581] : INFO : Epoch 2010 | loss: 0.0310942 | val_loss: 0.031161 | Time: 2641.71 ms [2020-12-22 05:03:11 main:581] : INFO : Epoch 2011 | loss: 0.0310909 | val_loss: 0.0311501 | Time: 2531.62 ms [2020-12-22 05:03:14 main:581] : INFO : Epoch 2012 | loss: 0.0310884 | val_loss: 0.03116 | Time: 2701.98 ms [2020-12-22 05:03:17 main:581] : INFO : Epoch 2013 | loss: 0.0310873 | val_loss: 0.0311497 | Time: 2658.52 ms [2020-12-22 05:03:19 main:581] : INFO : Epoch 2014 | loss: 0.0310873 | val_loss: 0.0311557 | Time: 2638.19 ms [2020-12-22 05:03:22 main:581] : INFO : Epoch 2015 | loss: 0.0310892 | val_loss: 0.0311542 | Time: 2650.52 ms [2020-12-22 05:03:25 main:581] : INFO : Epoch 2016 | loss: 0.0310893 | val_loss: 0.0311609 | Time: 2646.64 ms [2020-12-22 05:03:27 main:581] : INFO : Epoch 2017 | loss: 0.0310846 | val_loss: 0.0311571 | Time: 2585.26 ms [2020-12-22 05:03:30 main:581] : INFO : Epoch 2018 | loss: 0.0310955 | val_loss: 0.0311506 | Time: 2877.61 ms [2020-12-22 05:03:33 main:581] : INFO : Epoch 2019 | loss: 0.0310967 | val_loss: 0.031148 | Time: 2612.57 ms [2020-12-22 05:03:35 main:581] : INFO : Epoch 2020 | loss: 0.0310925 | val_loss: 0.0311506 | Time: 2506.25 ms [2020-12-22 05:03:38 main:581] : INFO : Epoch 2021 | loss: 0.0310871 | val_loss: 0.0311565 | Time: 2678.49 ms [2020-12-22 05:03:40 main:581] : INFO : Epoch 2022 | loss: 0.0310928 | val_loss: 0.0311545 | Time: 2555.9 ms [2020-12-22 05:03:43 main:581] : INFO : Epoch 2023 | loss: 0.0310907 | val_loss: 0.0311596 | Time: 2485.45 ms [2020-12-22 05:03:45 main:581] : INFO : Epoch 2024 | loss: 0.0310974 | val_loss: 0.0311584 | Time: 2689.01 ms [2020-12-22 05:03:48 main:581] : INFO : Epoch 2025 | loss: 0.0310934 | val_loss: 0.0311491 | Time: 2667.4 ms [2020-12-22 05:03:51 main:581] : INFO : Epoch 2026 | loss: 0.0310923 | val_loss: 0.0311494 | Time: 2660.88 ms [2020-12-22 05:03:54 main:581] : INFO : Epoch 2027 | loss: 0.0310924 | val_loss: 0.0311536 | Time: 2702.78 ms [2020-12-22 05:03:56 main:581] : INFO : Epoch 2028 | loss: 0.0311025 | val_loss: 0.0311526 | Time: 2624.5 ms [2020-12-22 05:03:59 main:581] : INFO : Epoch 2029 | loss: 0.0311024 | val_loss: 0.0311467 | Time: 2485.69 ms [2020-12-22 05:04:01 main:581] : INFO : Epoch 2030 | loss: 0.0311293 | val_loss: 0.0311472 | Time: 2664.77 ms [2020-12-22 05:04:04 main:581] : INFO : Epoch 2031 | loss: 0.0311373 | val_loss: 0.0311464 | Time: 2632.93 ms [2020-12-22 05:04:07 main:581] : INFO : Epoch 2032 | loss: 0.0311294 | val_loss: 0.0311429 | Time: 2851.66 ms [2020-12-22 05:04:09 main:581] : INFO : Epoch 2033 | loss: 0.0311214 | val_loss: 0.031141 | Time: 2632.98 ms [2020-12-22 05:04:12 main:581] : INFO : Epoch 2034 | loss: 0.0311161 | val_loss: 0.0311384 | Time: 2777.07 ms [2020-12-22 05:04:15 main:581] : INFO : Epoch 2035 | loss: 0.0311128 | val_loss: 0.0311449 | Time: 2721.47 ms [2020-12-22 05:04:18 main:581] : INFO : Epoch 2036 | loss: 0.0311108 | val_loss: 0.0311428 | Time: 2582.41 ms [2020-12-22 05:04:20 main:581] : INFO : Epoch 2037 | loss: 0.0311104 | val_loss: 0.031144 | Time: 2725.5 ms [2020-12-22 05:04:23 main:581] : INFO : Epoch 2038 | loss: 0.0311085 | val_loss: 0.0311456 | Time: 2680.81 ms [2020-12-22 05:04:26 main:581] : INFO : Epoch 2039 | loss: 0.0311064 | val_loss: 0.0311495 | Time: 2600.72 ms [2020-12-22 05:04:28 main:581] : INFO : Epoch 2040 | loss: 0.0311049 | val_loss: 0.031151 | Time: 2853.3 ms [2020-12-22 05:04:31 main:581] : INFO : Epoch 2041 | loss: 0.0311045 | val_loss: 0.0311481 | Time: 2520.16 ms [2020-12-22 05:04:34 main:581] : INFO : Epoch 2042 | loss: 0.0311 | val_loss: 0.0311463 | Time: 2709.41 ms [2020-12-22 05:04:36 main:581] : INFO : Epoch 2043 | loss: 0.0310975 | val_loss: 0.0311459 | Time: 2834.12 ms [2020-12-22 05:04:39 main:581] : INFO : Epoch 2044 | loss: 0.0311038 | val_loss: 0.0311468 | Time: 2717.3 ms [2020-12-22 05:04:42 main:581] : INFO : Epoch 2045 | loss: 0.0311072 | val_loss: 0.0311448 | Time: 2763.66 ms [2020-12-22 05:04:45 main:581] : INFO : Epoch 2046 | loss: 0.0311066 | val_loss: 0.031145 | Time: 2828.29 ms [2020-12-22 05:04:47 main:581] : INFO : Epoch 2047 | loss: 0.0311009 | val_loss: 0.031146 | Time: 2742.91 ms [2020-12-22 05:04:50 main:581] : INFO : Epoch 2048 | loss: 0.0310992 | val_loss: 0.0311533 | Time: 2774.58 ms [2020-12-22 05:04:50 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311533 [2020-12-22 05:04:50 main:610] : INFO : Saving end state to config to file [2020-12-22 05:04:50 main:615] : INFO : Success, exiting.. 05:04:50 (142617): 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)