Task 11394780
| Name | ParityModified-1639958677-30555-2-0_1 |
| Workunit | 8214333 |
| Created | 6 Feb 2022, 15:52:22 UTC |
| Sent | 6 Feb 2022, 16:07:26 UTC |
| Report deadline | 14 Feb 2022, 16:07:26 UTC |
| Received | 7 Feb 2022, 0:43:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18910 |
| Run time | 1 hours 34 min 59 sec |
| CPU time | 1 hours 30 min 46 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,576.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311733 | val_loss: 0.0311895 | Time: 2685.13 ms
[2022-02-07 08:19:39 main:574] : INFO : Epoch 1543 | loss: 0.0311735 | val_loss: 0.0311943 | Time: 2758.49 ms
[2022-02-07 08:19:42 main:574] : INFO : Epoch 1544 | loss: 0.0311723 | val_loss: 0.0311899 | Time: 2838.67 ms
[2022-02-07 08:19:45 main:574] : INFO : Epoch 1545 | loss: 0.0311713 | val_loss: 0.0311936 | Time: 2704.7 ms
[2022-02-07 08:19:48 main:574] : INFO : Epoch 1546 | loss: 0.031174 | val_loss: 0.0311908 | Time: 2765.17 ms
[2022-02-07 08:19:50 main:574] : INFO : Epoch 1547 | loss: 0.0311737 | val_loss: 0.031191 | Time: 2644.92 ms
[2022-02-07 08:19:53 main:574] : INFO : Epoch 1548 | loss: 0.0311729 | val_loss: 0.0311945 | Time: 2802.86 ms
[2022-02-07 08:19:56 main:574] : INFO : Epoch 1549 | loss: 0.0311756 | val_loss: 0.0311907 | Time: 2683.91 ms
[2022-02-07 08:19:59 main:574] : INFO : Epoch 1550 | loss: 0.0311723 | val_loss: 0.0312009 | Time: 2648.55 ms
[2022-02-07 08:20:01 main:574] : INFO : Epoch 1551 | loss: 0.031173 | val_loss: 0.0311919 | Time: 2730.19 ms
[2022-02-07 08:20:04 main:574] : INFO : Epoch 1552 | loss: 0.0311727 | val_loss: 0.0311943 | Time: 2658.61 ms
[2022-02-07 08:20:07 main:574] : INFO : Epoch 1553 | loss: 0.0311728 | val_loss: 0.031196 | Time: 2752.5 ms
[2022-02-07 08:20:10 main:574] : INFO : Epoch 1554 | loss: 0.0311784 | val_loss: 0.0311922 | Time: 2833.24 ms
[2022-02-07 08:20:12 main:574] : INFO : Epoch 1555 | loss: 0.0311777 | val_loss: 0.0311964 | Time: 2716.26 ms
[2022-02-07 08:20:15 main:574] : INFO : Epoch 1556 | loss: 0.0311789 | val_loss: 0.0311931 | Time: 2704.72 ms
[2022-02-07 08:20:18 main:574] : INFO : Epoch 1557 | loss: 0.0311752 | val_loss: 0.0311917 | Time: 2705.02 ms
[2022-02-07 08:20:21 main:574] : INFO : Epoch 1558 | loss: 0.0311767 | val_loss: 0.0311918 | Time: 2858.76 ms
[2022-02-07 08:20:23 main:574] : INFO : Epoch 1559 | loss: 0.0311765 | val_loss: 0.0311948 | Time: 2799.56 ms
[2022-02-07 08:20:26 main:574] : INFO : Epoch 1560 | loss: 0.0311756 | val_loss: 0.0311949 | Time: 2858.68 ms
[2022-02-07 08:20:29 main:574] : INFO : Epoch 1561 | loss: 0.0311775 | val_loss: 0.0311915 | Time: 3127.19 ms
[2022-02-07 08:20:32 main:574] : INFO : Epoch 1562 | loss: 0.0311791 | val_loss: 0.0311914 | Time: 2968.28 ms
[2022-02-07 08:20:35 main:574] : INFO : Epoch 1563 | loss: 0.031182 | val_loss: 0.0311947 | Time: 2817.83 ms
[2022-02-07 08:20:38 main:574] : INFO : Epoch 1564 | loss: 0.0311808 | val_loss: 0.0311953 | Time: 2909.35 ms
[2022-02-07 08:20:41 main:574] : INFO : Epoch 1565 | loss: 0.031176 | val_loss: 0.03119 | Time: 2929.27 ms
[2022-02-07 08:20:44 main:574] : INFO : Epoch 1566 | loss: 0.0311744 | val_loss: 0.0311905 | Time: 2721.74 ms
[2022-02-07 08:20:46 main:574] : INFO : Epoch 1567 | loss: 0.0311749 | val_loss: 0.0311896 | Time: 2840.05 ms
[2022-02-07 08:20:49 main:574] : INFO : Epoch 1568 | loss: 0.0311747 | val_loss: 0.0311918 | Time: 2995.97 ms
[2022-02-07 08:20:52 main:574] : INFO : Epoch 1569 | loss: 0.0311728 | val_loss: 0.0311913 | Time: 2715.6 ms
[2022-02-07 08:20:55 main:574] : INFO : Epoch 1570 | loss: 0.0311739 | val_loss: 0.031191 | Time: 2738.41 ms
[2022-02-07 08:21:08 main:574] : INFO : Epoch 1571 | loss: 0.0311736 | val_loss: 0.0311924 | Time: 12902.5 ms
[2022-02-07 08:21:11 main:574] : INFO : Epoch 1572 | loss: 0.0311726 | val_loss: 0.0311913 | Time: 2786.64 ms
[2022-02-07 08:21:13 main:574] : INFO : Epoch 1573 | loss: 0.0311738 | val_loss: 0.0311947 | Time: 2814.89 ms
[2022-02-07 08:21:16 main:574] : INFO : Epoch 1574 | loss: 0.0311752 | val_loss: 0.0311908 | Time: 2776.51 ms
[2022-02-07 08:21:19 main:574] : INFO : Epoch 1575 | loss: 0.0311726 | val_loss: 0.0311928 | Time: 2661.17 ms
[2022-02-07 08:21:22 main:574] : INFO : Epoch 1576 | loss: 0.0311724 | val_loss: 0.0311933 | Time: 2731.72 ms
[2022-02-07 08:21:25 main:574] : INFO : Epoch 1577 | loss: 0.0311733 | val_loss: 0.0311893 | Time: 2985.94 ms
[2022-02-07 08:21:28 main:574] : INFO : Epoch 1578 | loss: 0.031172 | val_loss: 0.0311917 | Time: 2963.46 ms
[2022-02-07 08:21:30 main:574] : INFO : Epoch 1579 | loss: 0.0311719 | val_loss: 0.0311913 | Time: 2789.36 ms
[2022-02-07 08:21:33 main:574] : INFO : Epoch 1580 | loss: 0.0311721 | val_loss: 0.0311931 | Time: 2838.05 ms
[2022-02-07 08:21:36 main:574] : INFO : Epoch 1581 | loss: 0.0311711 | val_loss: 0.0311958 | Time: 2880.37 ms
[2022-02-07 08:21:39 main:574] : INFO : Epoch 1582 | loss: 0.0311707 | val_loss: 0.031194 | Time: 2882.37 ms
[2022-02-07 08:21:42 main:574] : INFO : Epoch 1583 | loss: 0.0311712 | val_loss: 0.0311912 | Time: 2817.31 ms
[2022-02-07 08:21:45 main:574] : INFO : Epoch 1584 | loss: 0.0311708 | val_loss: 0.0311908 | Time: 2797.84 ms
[2022-02-07 08:21:47 main:574] : INFO : Epoch 1585 | loss: 0.0311711 | val_loss: 0.0311903 | Time: 2873.11 ms
[2022-02-07 08:21:50 main:574] : INFO : Epoch 1586 | loss: 0.0311705 | val_loss: 0.0311944 | Time: 2857.79 ms
[2022-02-07 08:21:53 main:574] : INFO : Epoch 1587 | loss: 0.0311714 | val_loss: 0.0311924 | Time: 2807.2 ms
[2022-02-07 08:21:56 main:574] : INFO : Epoch 1588 | loss: 0.0311718 | val_loss: 0.0311945 | Time: 2778.26 ms
[2022-02-07 08:21:59 main:574] : INFO : Epoch 1589 | loss: 0.0311729 | val_loss: 0.0311933 | Time: 2699.64 ms
[2022-02-07 08:22:01 main:574] : INFO : Epoch 1590 | loss: 0.0311734 | val_loss: 0.0311923 | Time: 2708.67 ms
[2022-02-07 08:22:04 main:574] : INFO : Epoch 1591 | loss: 0.0311732 | val_loss: 0.0311942 | Time: 2744.18 ms
[2022-02-07 08:22:07 main:574] : INFO : Epoch 1592 | loss: 0.0311729 | val_loss: 0.0311915 | Time: 2708.72 ms
[2022-02-07 08:22:10 main:574] : INFO : Epoch 1593 | loss: 0.0311748 | val_loss: 0.0311919 | Time: 2756.47 ms
[2022-02-07 08:22:12 main:574] : INFO : Epoch 1594 | loss: 0.0311728 | val_loss: 0.0311908 | Time: 2819.66 ms
[2022-02-07 08:22:15 main:574] : INFO : Epoch 1595 | loss: 0.0311733 | val_loss: 0.0311904 | Time: 2882.12 ms
[2022-02-07 08:22:18 main:574] : INFO : Epoch 1596 | loss: 0.0311756 | val_loss: 0.0311901 | Time: 2796.2 ms
[2022-02-07 08:22:21 main:574] : INFO : Epoch 1597 | loss: 0.0311761 | val_loss: 0.0311905 | Time: 2790.35 ms
[2022-02-07 08:22:24 main:574] : INFO : Epoch 1598 | loss: 0.0311757 | val_loss: 0.0311942 | Time: 2688.43 ms
[2022-02-07 08:22:26 main:574] : INFO : Epoch 1599 | loss: 0.0311759 | val_loss: 0.0311915 | Time: 2822.83 ms
[2022-02-07 08:22:29 main:574] : INFO : Epoch 1600 | loss: 0.0311818 | val_loss: 0.0311972 | Time: 2685.59 ms
[2022-02-07 08:22:32 main:574] : INFO : Epoch 1601 | loss: 0.0311818 | val_loss: 0.0311919 | Time: 2753.58 ms
[2022-02-07 08:22:34 main:574] : INFO : Epoch 1602 | loss: 0.0311795 | val_loss: 0.0311907 | Time: 2673.73 ms
[2022-02-07 08:22:37 main:574] : INFO : Epoch 1603 | loss: 0.0311791 | val_loss: 0.0311931 | Time: 2664.35 ms
[2022-02-07 08:22:40 main:574] : INFO : Epoch 1604 | loss: 0.0311857 | val_loss: 0.0311931 | Time: 2719.56 ms
[2022-02-07 08:22:43 main:574] : INFO : Epoch 1605 | loss: 0.0311804 | val_loss: 0.0311929 | Time: 2847.85 ms
[2022-02-07 08:22:45 main:574] : INFO : Epoch 1606 | loss: 0.0311762 | val_loss: 0.0311912 | Time: 2728.04 ms
[2022-02-07 08:22:48 main:574] : INFO : Epoch 1607 | loss: 0.0311769 | val_loss: 0.0311923 | Time: 2719.39 ms
[2022-02-07 08:22:51 main:574] : INFO : Epoch 1608 | loss: 0.0311776 | val_loss: 0.0311907 | Time: 2745.88 ms
[2022-02-07 08:22:54 main:574] : INFO : Epoch 1609 | loss: 0.0311766 | val_loss: 0.0311968 | Time: 2918.15 ms
[2022-02-07 08:22:57 main:574] : INFO : Epoch 1610 | loss: 0.031176 | val_loss: 0.0311936 | Time: 2803.98 ms
[2022-02-07 08:22:59 main:574] : INFO : Epoch 1611 | loss: 0.031174 | val_loss: 0.0311988 | Time: 2714.22 ms
[2022-02-07 08:23:02 main:574] : INFO : Epoch 1612 | loss: 0.0311764 | val_loss: 0.0311924 | Time: 2778.63 ms
[2022-02-07 08:23:05 main:574] : INFO : Epoch 1613 | loss: 0.0311753 | val_loss: 0.0311914 | Time: 2778.96 ms
[2022-02-07 08:23:08 main:574] : INFO : Epoch 1614 | loss: 0.0311749 | val_loss: 0.0311919 | Time: 2706.33 ms
[2022-02-07 08:23:10 main:574] : INFO : Epoch 1615 | loss: 0.0311751 | val_loss: 0.0311952 | Time: 2690.86 ms
[2022-02-07 08:23:13 main:574] : INFO : Epoch 1616 | loss: 0.0311782 | val_loss: 0.0311942 | Time: 2745.66 ms
[2022-02-07 08:23:16 main:574] : INFO : Epoch 1617 | loss: 0.0311754 | val_loss: 0.0311929 | Time: 2727.12 ms
[2022-02-07 08:23:19 main:574] : INFO : Epoch 1618 | loss: 0.0311751 | val_loss: 0.0311926 | Time: 2919.79 ms
[2022-02-07 08:23:21 main:574] : INFO : Epoch 1619 | loss: 0.0311765 | val_loss: 0.0311969 | Time: 2686.11 ms
[2022-02-07 08:23:24 main:574] : INFO : Epoch 1620 | loss: 0.0311774 | val_loss: 0.0311906 | Time: 2845.7 ms
[2022-02-07 08:23:27 main:574] : INFO : Epoch 1621 | loss: 0.031175 | val_loss: 0.0311914 | Time: 2822.9 ms
[2022-02-07 08:23:30 main:574] : INFO : Epoch 1622 | loss: 0.0311792 | val_loss: 0.0311951 | Time: 2811.52 ms
[2022-02-07 08:23:33 main:574] : INFO : Epoch 1623 | loss: 0.0311798 | val_loss: 0.0311928 | Time: 2686.35 ms
[2022-02-07 08:23:35 main:574] : INFO : Epoch 1624 | loss: 0.0311803 | val_loss: 0.0311933 | Time: 2866 ms
[2022-02-07 08:23:38 main:574] : INFO : Epoch 1625 | loss: 0.0311787 | val_loss: 0.03119 | Time: 2778.48 ms
[2022-02-07 08:23:41 main:574] : INFO : Epoch 1626 | loss: 0.0311781 | val_loss: 0.0311911 | Time: 2813.51 ms
[2022-02-07 08:23:44 main:574] : INFO : Epoch 1627 | loss: 0.0311777 | val_loss: 0.0312003 | Time: 2695.9 ms
[2022-02-07 08:23:47 main:574] : INFO : Epoch 1628 | loss: 0.0311791 | val_loss: 0.0311921 | Time: 2907.81 ms
[2022-02-07 08:23:49 main:574] : INFO : Epoch 1629 | loss: 0.0311765 | val_loss: 0.0311936 | Time: 2797.79 ms
[2022-02-07 08:23:52 main:574] : INFO : Epoch 1630 | loss: 0.0311757 | val_loss: 0.0311897 | Time: 2838.23 ms
[2022-02-07 08:23:55 main:574] : INFO : Epoch 1631 | loss: 0.0311744 | val_loss: 0.0311896 | Time: 2724.16 ms
[2022-02-07 08:23:58 main:574] : INFO : Epoch 1632 | loss: 0.0311735 | val_loss: 0.0311898 | Time: 2814.83 ms
[2022-02-07 08:24:01 main:574] : INFO : Epoch 1633 | loss: 0.0311731 | val_loss: 0.0311892 | Time: 2849.34 ms
[2022-02-07 08:24:03 main:574] : INFO : Epoch 1634 | loss: 0.0311724 | val_loss: 0.0311885 | Time: 2712.31 ms
[2022-02-07 08:24:06 main:574] : INFO : Epoch 1635 | loss: 0.0311721 | val_loss: 0.0311909 | Time: 2695.15 ms
[2022-02-07 08:24:09 main:574] : INFO : Epoch 1636 | loss: 0.0311726 | val_loss: 0.0311885 | Time: 2763.29 ms
[2022-02-07 08:24:12 main:574] : INFO : Epoch 1637 | loss: 0.0311727 | val_loss: 0.0311913 | Time: 2762.74 ms
[2022-02-07 08:24:14 main:574] : INFO : Epoch 1638 | loss: 0.0311766 | val_loss: 0.0311911 | Time: 2799.34 ms
[2022-02-07 08:24:17 main:574] : INFO : Epoch 1639 | loss: 0.0311744 | val_loss: 0.0311881 | Time: 2662.67 ms
[2022-02-07 08:24:20 main:574] : INFO : Epoch 1640 | loss: 0.0311741 | val_loss: 0.0311974 | Time: 2761.42 ms
[2022-02-07 08:24:23 main:574] : INFO : Epoch 1641 | loss: 0.0311737 | val_loss: 0.0311944 | Time: 2848.99 ms
[2022-02-07 08:24:25 main:574] : INFO : Epoch 1642 | loss: 0.0311748 | val_loss: 0.0311879 | Time: 2794.37 ms
[2022-02-07 08:24:28 main:574] : INFO : Epoch 1643 | loss: 0.0311752 | val_loss: 0.0311896 | Time: 2829.37 ms
[2022-02-07 08:24:31 main:574] : INFO : Epoch 1644 | loss: 0.0311743 | val_loss: 0.0311936 | Time: 2770.64 ms
[2022-02-07 08:24:34 main:574] : INFO : Epoch 1645 | loss: 0.0311744 | val_loss: 0.0311933 | Time: 3002.76 ms
[2022-02-07 08:24:37 main:574] : INFO : Epoch 1646 | loss: 0.031173 | val_loss: 0.0311982 | Time: 2675.11 ms
[2022-02-07 08:24:40 main:574] : INFO : Epoch 1647 | loss: 0.0311714 | val_loss: 0.0311894 | Time: 2896.08 ms
[2022-02-07 08:24:43 main:574] : INFO : Epoch 1648 | loss: 0.0311707 | val_loss: 0.0311905 | Time: 2862.3 ms
[2022-02-07 08:24:45 main:574] : INFO : Epoch 1649 | loss: 0.0311719 | val_loss: 0.0311906 | Time: 2930.88 ms
[2022-02-07 08:24:48 main:574] : INFO : Epoch 1650 | loss: 0.0311727 | val_loss: 0.0311916 | Time: 2763.32 ms
[2022-02-07 08:24:51 main:574] : INFO : Epoch 1651 | loss: 0.0311746 | val_loss: 0.0311903 | Time: 2668.75 ms
[2022-02-07 08:24:54 main:574] : INFO : Epoch 1652 | loss: 0.0311732 | val_loss: 0.0311976 | Time: 2656.13 ms
[2022-02-07 08:24:56 main:574] : INFO : Epoch 1653 | loss: 0.0311724 | val_loss: 0.0311888 | Time: 2838.6 ms
[2022-02-07 08:24:59 main:574] : INFO : Epoch 1654 | loss: 0.0311696 | val_loss: 0.0311913 | Time: 2825.87 ms
[2022-02-07 08:25:02 main:574] : INFO : Epoch 1655 | loss: 0.0311696 | val_loss: 0.0311893 | Time: 2790.76 ms
[2022-02-07 08:25:05 main:574] : INFO : Epoch 1656 | loss: 0.0311696 | val_loss: 0.0311901 | Time: 2837.06 ms
[2022-02-07 08:25:08 main:574] : INFO : Epoch 1657 | loss: 0.0311697 | val_loss: 0.0311903 | Time: 2724.9 ms
[2022-02-07 08:25:10 main:574] : INFO : Epoch 1658 | loss: 0.0311709 | val_loss: 0.0311914 | Time: 2771.92 ms
[2022-02-07 08:25:13 main:574] : INFO : Epoch 1659 | loss: 0.0311699 | val_loss: 0.0311918 | Time: 2810.37 ms
[2022-02-07 08:25:16 main:574] : INFO : Epoch 1660 | loss: 0.0311718 | val_loss: 0.031194 | Time: 2961.02 ms
[2022-02-07 08:25:19 main:574] : INFO : Epoch 1661 | loss: 0.0311723 | val_loss: 0.0311899 | Time: 2682.87 ms
[2022-02-07 08:25:22 main:574] : INFO : Epoch 1662 | loss: 0.03117 | val_loss: 0.0311901 | Time: 2890.28 ms
[2022-02-07 08:25:24 main:574] : INFO : Epoch 1663 | loss: 0.0311724 | val_loss: 0.0311962 | Time: 2755.11 ms
[2022-02-07 08:25:27 main:574] : INFO : Epoch 1664 | loss: 0.0311705 | val_loss: 0.0311902 | Time: 2703.58 ms
[2022-02-07 08:25:30 main:574] : INFO : Epoch 1665 | loss: 0.0311701 | val_loss: 0.0311897 | Time: 2704.26 ms
[2022-02-07 08:25:33 main:574] : INFO : Epoch 1666 | loss: 0.0311701 | val_loss: 0.031197 | Time: 2840.02 ms
[2022-02-07 08:25:35 main:574] : INFO : Epoch 1667 | loss: 0.0311723 | val_loss: 0.03119 | Time: 2720.36 ms
[2022-02-07 08:25:38 main:574] : INFO : Epoch 1668 | loss: 0.031169 | val_loss: 0.0311943 | Time: 2658.45 ms
[2022-02-07 08:25:41 main:574] : INFO : Epoch 1669 | loss: 0.0311695 | val_loss: 0.0311914 | Time: 3156.73 ms
[2022-02-07 08:25:44 main:574] : INFO : Epoch 1670 | loss: 0.0311685 | val_loss: 0.0311943 | Time: 2679.36 ms
[2022-02-07 08:25:47 main:574] : INFO : Epoch 1671 | loss: 0.0311678 | val_loss: 0.0311908 | Time: 2774.63 ms
[2022-02-07 08:25:49 main:574] : INFO : Epoch 1672 | loss: 0.0311674 | val_loss: 0.031191 | Time: 2720.93 ms
[2022-02-07 08:25:52 main:574] : INFO : Epoch 1673 | loss: 0.0311676 | val_loss: 0.0311908 | Time: 2963.32 ms
[2022-02-07 08:25:55 main:574] : INFO : Epoch 1674 | loss: 0.0311681 | val_loss: 0.0311904 | Time: 2885 ms
[2022-02-07 08:25:58 main:574] : INFO : Epoch 1675 | loss: 0.0311671 | val_loss: 0.0311941 | Time: 2854.01 ms
[2022-02-07 08:26:01 main:574] : INFO : Epoch 1676 | loss: 0.0311681 | val_loss: 0.0311928 | Time: 2799.01 ms
[2022-02-07 08:26:04 main:574] : INFO : Epoch 1677 | loss: 0.0311679 | val_loss: 0.0311906 | Time: 2662.97 ms
[2022-02-07 08:26:06 main:574] : INFO : Epoch 1678 | loss: 0.0311674 | val_loss: 0.0311925 | Time: 2766.75 ms
[2022-02-07 08:26:09 main:574] : INFO : Epoch 1679 | loss: 0.0311671 | val_loss: 0.0311922 | Time: 2750.77 ms
[2022-02-07 08:26:12 main:574] : INFO : Epoch 1680 | loss: 0.0311712 | val_loss: 0.0311889 | Time: 2704.02 ms
[2022-02-07 08:26:15 main:574] : INFO : Epoch 1681 | loss: 0.0311742 | val_loss: 0.0311903 | Time: 2697.81 ms
[2022-02-07 08:26:17 main:574] : INFO : Epoch 1682 | loss: 0.0311746 | val_loss: 0.0311937 | Time: 2934.97 ms
[2022-02-07 08:26:20 main:574] : INFO : Epoch 1683 | loss: 0.0311768 | val_loss: 0.0311979 | Time: 2815.22 ms
[2022-02-07 08:26:23 main:574] : INFO : Epoch 1684 | loss: 0.0311755 | val_loss: 0.0311935 | Time: 2752.8 ms
[2022-02-07 08:26:26 main:574] : INFO : Epoch 1685 | loss: 0.0311736 | val_loss: 0.0311918 | Time: 2799.15 ms
[2022-02-07 08:26:29 main:574] : INFO : Epoch 1686 | loss: 0.0311708 | val_loss: 0.0311891 | Time: 2729.89 ms
[2022-02-07 08:26:31 main:574] : INFO : Epoch 1687 | loss: 0.0311713 | val_loss: 0.031189 | Time: 2861.07 ms
[2022-02-07 08:26:34 main:574] : INFO : Epoch 1688 | loss: 0.0311704 | val_loss: 0.0311896 | Time: 2650.76 ms
[2022-02-07 08:26:37 main:574] : INFO : Epoch 1689 | loss: 0.03117 | val_loss: 0.0311898 | Time: 2840.02 ms
[2022-02-07 08:26:40 main:574] : INFO : Epoch 1690 | loss: 0.0311705 | val_loss: 0.0311917 | Time: 2644.79 ms
[2022-02-07 08:26:43 main:574] : INFO : Epoch 1691 | loss: 0.0311687 | val_loss: 0.03119 | Time: 2982.64 ms
[2022-02-07 08:26:46 main:574] : INFO : Epoch 1692 | loss: 0.0311689 | val_loss: 0.0311951 | Time: 3102.16 ms
[2022-02-07 08:26:48 main:574] : INFO : Epoch 1693 | loss: 0.0311708 | val_loss: 0.0311912 | Time: 2828.87 ms
[2022-02-07 08:26:51 main:574] : INFO : Epoch 1694 | loss: 0.0311679 | val_loss: 0.0311899 | Time: 2720.5 ms
[2022-02-07 08:26:54 main:574] : INFO : Epoch 1695 | loss: 0.0311682 | val_loss: 0.0311936 | Time: 2686 ms
[2022-02-07 08:26:57 main:574] : INFO : Epoch 1696 | loss: 0.0311674 | val_loss: 0.0311924 | Time: 2721.51 ms
[2022-02-07 08:26:59 main:574] : INFO : Epoch 1697 | loss: 0.0311683 | val_loss: 0.0311924 | Time: 2710.28 ms
[2022-02-07 08:27:02 main:574] : INFO : Epoch 1698 | loss: 0.0311696 | val_loss: 0.0311888 | Time: 2807.7 ms
[2022-02-07 08:27:05 main:574] : INFO : Epoch 1699 | loss: 0.0311683 | val_loss: 0.031191 | Time: 2808.27 ms
[2022-02-07 08:27:08 main:574] : INFO : Epoch 1700 | loss: 0.031168 | val_loss: 0.0311905 | Time: 2873.6 ms
[2022-02-07 08:27:21 main:574] : INFO : Epoch 1701 | loss: 0.0311725 | val_loss: 0.0312037 | Time: 12937.3 ms
[2022-02-07 08:27:24 main:574] : INFO : Epoch 1702 | loss: 0.0311712 | val_loss: 0.0311952 | Time: 2817.35 ms
[2022-02-07 08:27:26 main:574] : INFO : Epoch 1703 | loss: 0.0311682 | val_loss: 0.0311904 | Time: 2652.73 ms
[2022-02-07 08:27:29 main:574] : INFO : Epoch 1704 | loss: 0.0311671 | val_loss: 0.0311917 | Time: 2710.51 ms
[2022-02-07 08:27:32 main:574] : INFO : Epoch 1705 | loss: 0.0311675 | val_loss: 0.0311894 | Time: 2840.64 ms
[2022-02-07 08:27:35 main:574] : INFO : Epoch 1706 | loss: 0.031168 | val_loss: 0.0311895 | Time: 2822.27 ms
[2022-02-07 08:27:37 main:574] : INFO : Epoch 1707 | loss: 0.0311683 | val_loss: 0.0311904 | Time: 2807.48 ms
[2022-02-07 08:27:40 main:574] : INFO : Epoch 1708 | loss: 0.0311694 | val_loss: 0.0311934 | Time: 2661.36 ms
[2022-02-07 08:27:43 main:574] : INFO : Epoch 1709 | loss: 0.0311682 | val_loss: 0.0311909 | Time: 2686.01 ms
[2022-02-07 08:27:46 main:574] : INFO : Epoch 1710 | loss: 0.031167 | val_loss: 0.0311896 | Time: 2774.38 ms
[2022-02-07 08:27:48 main:574] : INFO : Epoch 1711 | loss: 0.0311671 | val_loss: 0.0311896 | Time: 2733.48 ms
[2022-02-07 08:27:51 main:574] : INFO : Epoch 1712 | loss: 0.0311662 | val_loss: 0.0311906 | Time: 2714.05 ms
[2022-02-07 08:27:54 main:574] : INFO : Epoch 1713 | loss: 0.0311667 | val_loss: 0.0311888 | Time: 2749.74 ms
[2022-02-07 08:27:57 main:574] : INFO : Epoch 1714 | loss: 0.0311667 | val_loss: 0.0311964 | Time: 2870.87 ms
[2022-02-07 08:27:59 main:574] : INFO : Epoch 1715 | loss: 0.0311676 | val_loss: 0.0311899 | Time: 2725.62 ms
[2022-02-07 08:28:02 main:574] : INFO : Epoch 1716 | loss: 0.031167 | val_loss: 0.0311945 | Time: 3035.24 ms
[2022-02-07 08:28:05 main:574] : INFO : Epoch 1717 | loss: 0.031169 | val_loss: 0.0311905 | Time: 2651.28 ms
[2022-02-07 08:28:08 main:574] : INFO : Epoch 1718 | loss: 0.0311652 | val_loss: 0.0311901 | Time: 2693.92 ms
[2022-02-07 08:28:11 main:574] : INFO : Epoch 1719 | loss: 0.0311654 | val_loss: 0.031189 | Time: 2775.27 ms
[2022-02-07 08:28:13 main:574] : INFO : Epoch 1720 | loss: 0.0311652 | val_loss: 0.0311929 | Time: 2710.38 ms
[2022-02-07 08:28:16 main:574] : INFO : Epoch 1721 | loss: 0.0311676 | val_loss: 0.0311893 | Time: 2754.25 ms
[2022-02-07 08:28:19 main:574] : INFO : Epoch 1722 | loss: 0.0311673 | val_loss: 0.0311918 | Time: 2700.61 ms
[2022-02-07 08:28:22 main:574] : INFO : Epoch 1723 | loss: 0.0311667 | val_loss: 0.0311898 | Time: 2842.92 ms
[2022-02-07 08:28:24 main:574] : INFO : Epoch 1724 | loss: 0.0311655 | val_loss: 0.0311878 | Time: 2779.43 ms
[2022-02-07 08:28:27 main:574] : INFO : Epoch 1725 | loss: 0.0311672 | val_loss: 0.0311935 | Time: 2665.63 ms
[2022-02-07 08:28:30 main:574] : INFO : Epoch 1726 | loss: 0.0311674 | val_loss: 0.0311912 | Time: 3098.57 ms
[2022-02-07 08:28:33 main:574] : INFO : Epoch 1727 | loss: 0.0311664 | val_loss: 0.0311878 | Time: 2915.29 ms
[2022-02-07 08:28:36 main:574] : INFO : Epoch 1728 | loss: 0.031167 | val_loss: 0.031192 | Time: 2727.84 ms
[2022-02-07 08:28:39 main:574] : INFO : Epoch 1729 | loss: 0.031169 | val_loss: 0.0311994 | Time: 2966.15 ms
[2022-02-07 08:28:42 main:574] : INFO : Epoch 1730 | loss: 0.0311741 | val_loss: 0.031195 | Time: 2879.74 ms
[2022-02-07 08:28:44 main:574] : INFO : Epoch 1731 | loss: 0.0311768 | val_loss: 0.0311967 | Time: 2874.96 ms
[2022-02-07 08:28:47 main:574] : INFO : Epoch 1732 | loss: 0.0311787 | val_loss: 0.0311949 | Time: 2766.97 ms
[2022-02-07 08:28:50 main:574] : INFO : Epoch 1733 | loss: 0.0311891 | val_loss: 0.0312391 | Time: 2677.8 ms
[2022-02-07 08:28:53 main:574] : INFO : Epoch 1734 | loss: 0.0332594 | val_loss: 0.0344521 | Time: 2810.19 ms
[2022-02-07 08:28:56 main:574] : INFO : Epoch 1735 | loss: 0.0343281 | val_loss: 0.0325044 | Time: 2946.2 ms
[2022-02-07 08:28:58 main:574] : INFO : Epoch 1736 | loss: 0.0318673 | val_loss: 0.031372 | Time: 2810.22 ms
[2022-02-07 08:29:01 main:574] : INFO : Epoch 1737 | loss: 0.0313034 | val_loss: 0.0312351 | Time: 2643.57 ms
[2022-02-07 08:29:04 main:574] : INFO : Epoch 1738 | loss: 0.0312224 | val_loss: 0.0312101 | Time: 2701.88 ms
[2022-02-07 08:29:07 main:574] : INFO : Epoch 1739 | loss: 0.0312003 | val_loss: 0.0311982 | Time: 2893.06 ms
[2022-02-07 08:29:09 main:574] : INFO : Epoch 1740 | loss: 0.0311921 | val_loss: 0.0311938 | Time: 2648.62 ms
[2022-02-07 08:29:12 main:574] : INFO : Epoch 1741 | loss: 0.0311889 | val_loss: 0.0311938 | Time: 2716.77 ms
[2022-02-07 08:29:15 main:574] : INFO : Epoch 1742 | loss: 0.0311884 | val_loss: 0.031193 | Time: 2648.65 ms
[2022-02-07 08:29:17 main:574] : INFO : Epoch 1743 | loss: 0.0311866 | val_loss: 0.0311925 | Time: 2705.86 ms
[2022-02-07 08:29:20 main:574] : INFO : Epoch 1744 | loss: 0.0311845 | val_loss: 0.0311921 | Time: 2703.54 ms
[2022-02-07 08:29:23 main:574] : INFO : Epoch 1745 | loss: 0.0311839 | val_loss: 0.0311918 | Time: 2881.97 ms
[2022-02-07 08:29:26 main:574] : INFO : Epoch 1746 | loss: 0.0311836 | val_loss: 0.031193 | Time: 2786.39 ms
[2022-02-07 08:29:28 main:574] : INFO : Epoch 1747 | loss: 0.0311837 | val_loss: 0.0311918 | Time: 2659.33 ms
[2022-02-07 08:29:31 main:574] : INFO : Epoch 1748 | loss: 0.0311832 | val_loss: 0.031193 | Time: 2684.46 ms
[2022-02-07 08:29:34 main:574] : INFO : Epoch 1749 | loss: 0.0311838 | val_loss: 0.0311925 | Time: 2721.7 ms
[2022-02-07 08:29:37 main:574] : INFO : Epoch 1750 | loss: 0.0311818 | val_loss: 0.031189 | Time: 3059.93 ms
[2022-02-07 08:29:40 main:574] : INFO : Epoch 1751 | loss: 0.031179 | val_loss: 0.0311906 | Time: 2691.93 ms
[2022-02-07 08:29:42 main:574] : INFO : Epoch 1752 | loss: 0.0311802 | val_loss: 0.0311906 | Time: 2647.89 ms
[2022-02-07 08:29:45 main:574] : INFO : Epoch 1753 | loss: 0.0311777 | val_loss: 0.031192 | Time: 2841.69 ms
[2022-02-07 08:29:48 main:574] : INFO : Epoch 1754 | loss: 0.0311777 | val_loss: 0.0311904 | Time: 2692.97 ms
[2022-02-07 08:29:51 main:574] : INFO : Epoch 1755 | loss: 0.0311789 | val_loss: 0.0311915 | Time: 2829.95 ms
[2022-02-07 08:29:53 main:574] : INFO : Epoch 1756 | loss: 0.0311787 | val_loss: 0.0311908 | Time: 2687.83 ms
[2022-02-07 08:29:56 main:574] : INFO : Epoch 1757 | loss: 0.0311789 | val_loss: 0.0311909 | Time: 2712.06 ms
[2022-02-07 08:29:59 main:574] : INFO : Epoch 1758 | loss: 0.0311785 | val_loss: 0.0311951 | Time: 2695.76 ms
[2022-02-07 08:30:01 main:574] : INFO : Epoch 1759 | loss: 0.0311787 | val_loss: 0.0311905 | Time: 2649.79 ms
[2022-02-07 08:30:04 main:574] : INFO : Epoch 1760 | loss: 0.0311773 | val_loss: 0.0311947 | Time: 2725.57 ms
[2022-02-07 08:30:07 main:574] : INFO : Epoch 1761 | loss: 0.0311797 | val_loss: 0.0311922 | Time: 2793.92 ms
[2022-02-07 08:30:10 main:574] : INFO : Epoch 1762 | loss: 0.0311787 | val_loss: 0.0311928 | Time: 2676.34 ms
[2022-02-07 08:30:12 main:574] : INFO : Epoch 1763 | loss: 0.0311794 | val_loss: 0.0311958 | Time: 2700.53 ms
[2022-02-07 08:30:15 main:574] : INFO : Epoch 1764 | loss: 0.0311811 | val_loss: 0.0311976 | Time: 2676.51 ms
[2022-02-07 08:30:18 main:574] : INFO : Epoch 1765 | loss: 0.0311807 | val_loss: 0.0311912 | Time: 2750.68 ms
[2022-02-07 08:30:20 main:574] : INFO : Epoch 1766 | loss: 0.0311794 | val_loss: 0.0311945 | Time: 2634.73 ms
[2022-02-07 08:30:23 main:574] : INFO : Epoch 1767 | loss: 0.0311783 | val_loss: 0.0311941 | Time: 2874.9 ms
[2022-02-07 08:30:26 main:574] : INFO : Epoch 1768 | loss: 0.0311775 | val_loss: 0.0311939 | Time: 2755.2 ms
[2022-02-07 08:30:29 main:574] : INFO : Epoch 1769 | loss: 0.0311774 | val_loss: 0.0311918 | Time: 2784.47 ms
[2022-02-07 08:30:32 main:574] : INFO : Epoch 1770 | loss: 0.0311797 | val_loss: 0.0311936 | Time: 2744.36 ms
[2022-02-07 08:30:34 main:574] : INFO : Epoch 1771 | loss: 0.0311801 | val_loss: 0.0311932 | Time: 2651.88 ms
[2022-02-07 08:30:37 main:574] : INFO : Epoch 1772 | loss: 0.03118 | val_loss: 0.0311927 | Time: 2668.98 ms
[2022-02-07 08:30:40 main:574] : INFO : Epoch 1773 | loss: 0.0311776 | val_loss: 0.0311924 | Time: 2776.11 ms
[2022-02-07 08:30:42 main:574] : INFO : Epoch 1774 | loss: 0.0311768 | val_loss: 0.0311922 | Time: 2790.24 ms
[2022-02-07 08:30:45 main:574] : INFO : Epoch 1775 | loss: 0.0311772 | val_loss: 0.0311942 | Time: 2785.44 ms
[2022-02-07 08:30:48 main:574] : INFO : Epoch 1776 | loss: 0.0311779 | val_loss: 0.0311932 | Time: 2722.12 ms
[2022-02-07 08:30:51 main:574] : INFO : Epoch 1777 | loss: 0.031178 | val_loss: 0.0311922 | Time: 2640.91 ms
[2022-02-07 08:30:53 main:574] : INFO : Epoch 1778 | loss: 0.0311761 | val_loss: 0.0311913 | Time: 2636.36 ms
[2022-02-07 08:30:56 main:574] : INFO : Epoch 1779 | loss: 0.0311763 | val_loss: 0.0311939 | Time: 2762.04 ms
[2022-02-07 08:30:59 main:574] : INFO : Epoch 1780 | loss: 0.0311762 | val_loss: 0.031191 | Time: 2790.12 ms
[2022-02-07 08:31:02 main:574] : INFO : Epoch 1781 | loss: 0.0311761 | val_loss: 0.0311926 | Time: 2796.48 ms
[2022-02-07 08:31:04 main:574] : INFO : Epoch 1782 | loss: 0.0311756 | val_loss: 0.0311961 | Time: 2808.32 ms
[2022-02-07 08:31:07 main:574] : INFO : Epoch 1783 | loss: 0.0311776 | val_loss: 0.0311912 | Time: 2909.75 ms
[2022-02-07 08:31:10 main:574] : INFO : Epoch 1784 | loss: 0.0311769 | val_loss: 0.031194 | Time: 2737.45 ms
[2022-02-07 08:31:13 main:574] : INFO : Epoch 1785 | loss: 0.0311771 | val_loss: 0.0311933 | Time: 2677.14 ms
[2022-02-07 08:31:15 main:574] : INFO : Epoch 1786 | loss: 0.0311776 | val_loss: 0.031194 | Time: 2650.69 ms
[2022-02-07 08:31:18 main:574] : INFO : Epoch 1787 | loss: 0.0311749 | val_loss: 0.0311917 | Time: 2795.29 ms
[2022-02-07 08:31:21 main:574] : INFO : Epoch 1788 | loss: 0.0311767 | val_loss: 0.0311937 | Time: 2798.22 ms
[2022-02-07 08:31:24 main:574] : INFO : Epoch 1789 | loss: 0.031175 | val_loss: 0.0311913 | Time: 2729.75 ms
[2022-02-07 08:31:27 main:574] : INFO : Epoch 1790 | loss: 0.0311738 | val_loss: 0.0311935 | Time: 2872.51 ms
[2022-02-07 08:31:29 main:574] : INFO : Epoch 1791 | loss: 0.0311775 | val_loss: 0.0311909 | Time: 2638.16 ms
[2022-02-07 08:31:32 main:574] : INFO : Epoch 1792 | loss: 0.0311782 | val_loss: 0.0311918 | Time: 2667.49 ms
[2022-02-07 08:31:35 main:574] : INFO : Epoch 1793 | loss: 0.031176 | val_loss: 0.0311897 | Time: 2669.01 ms
[2022-02-07 08:31:37 main:574] : INFO : Epoch 1794 | loss: 0.0311752 | val_loss: 0.0311931 | Time: 2849.97 ms
[2022-02-07 08:31:40 main:574] : INFO : Epoch 1795 | loss: 0.0311755 | val_loss: 0.0311891 | Time: 2942.27 ms
[2022-02-07 08:31:43 main:574] : INFO : Epoch 1796 | loss: 0.0311743 | val_loss: 0.0311905 | Time: 2649.71 ms
[2022-02-07 08:31:46 main:574] : INFO : Epoch 1797 | loss: 0.0311729 | val_loss: 0.0311899 | Time: 2676.58 ms
[2022-02-07 08:31:49 main:574] : INFO : Epoch 1798 | loss: 0.0311743 | val_loss: 0.0311894 | Time: 2910.47 ms
[2022-02-07 08:31:51 main:574] : INFO : Epoch 1799 | loss: 0.0311733 | val_loss: 0.0311902 | Time: 2640.56 ms
[2022-02-07 08:31:54 main:574] : INFO : Epoch 1800 | loss: 0.0311735 | val_loss: 0.0311934 | Time: 2804.63 ms
[2022-02-07 08:31:57 main:574] : INFO : Epoch 1801 | loss: 0.031174 | val_loss: 0.0311914 | Time: 2901.06 ms
[2022-02-07 08:32:00 main:574] : INFO : Epoch 1802 | loss: 0.031174 | val_loss: 0.0311919 | Time: 2638.66 ms
[2022-02-07 08:32:02 main:574] : INFO : Epoch 1803 | loss: 0.0311756 | val_loss: 0.031191 | Time: 2676.06 ms
[2022-02-07 08:32:05 main:574] : INFO : Epoch 1804 | loss: 0.031175 | val_loss: 0.0311911 | Time: 2669.77 ms
[2022-02-07 08:32:08 main:574] : INFO : Epoch 1805 | loss: 0.0311739 | val_loss: 0.0311912 | Time: 2646.63 ms
[2022-02-07 08:32:11 main:574] : INFO : Epoch 1806 | loss: 0.0311738 | val_loss: 0.0311902 | Time: 2934.56 ms
[2022-02-07 08:32:13 main:574] : INFO : Epoch 1807 | loss: 0.0311734 | val_loss: 0.031192 | Time: 2845.9 ms
[2022-02-07 08:32:16 main:574] : INFO : Epoch 1808 | loss: 0.0311733 | val_loss: 0.0311915 | Time: 2784.62 ms
[2022-02-07 08:32:19 main:574] : INFO : Epoch 1809 | loss: 0.0311728 | val_loss: 0.0311934 | Time: 2771.6 ms
[2022-02-07 08:32:22 main:574] : INFO : Epoch 1810 | loss: 0.0311718 | val_loss: 0.031191 | Time: 2792.97 ms
[2022-02-07 08:32:24 main:574] : INFO : Epoch 1811 | loss: 0.0311719 | val_loss: 0.0311912 | Time: 2770.52 ms
[2022-02-07 08:32:27 main:574] : INFO : Epoch 1812 | loss: 0.0311719 | val_loss: 0.0311904 | Time: 2631.27 ms
[2022-02-07 08:32:30 main:574] : INFO : Epoch 1813 | loss: 0.031171 | val_loss: 0.0311907 | Time: 2745.41 ms
[2022-02-07 08:32:33 main:574] : INFO : Epoch 1814 | loss: 0.0311711 | val_loss: 0.0311905 | Time: 2768.45 ms
[2022-02-07 08:32:35 main:574] : INFO : Epoch 1815 | loss: 0.0311719 | val_loss: 0.0311929 | Time: 2636.2 ms
[2022-02-07 08:32:38 main:574] : INFO : Epoch 1816 | loss: 0.0311726 | val_loss: 0.0311908 | Time: 2755.83 ms
[2022-02-07 08:32:41 main:574] : INFO : Epoch 1817 | loss: 0.031171 | val_loss: 0.0311915 | Time: 2688.05 ms
[2022-02-07 08:32:43 main:574] : INFO : Epoch 1818 | loss: 0.0311704 | val_loss: 0.0311902 | Time: 2714.85 ms
[2022-02-07 08:32:46 main:574] : INFO : Epoch 1819 | loss: 0.0311715 | val_loss: 0.0311999 | Time: 2805.07 ms
[2022-02-07 08:32:49 main:574] : INFO : Epoch 1820 | loss: 0.0311712 | val_loss: 0.0311918 | Time: 2683.7 ms
[2022-02-07 08:32:52 main:574] : INFO : Epoch 1821 | loss: 0.0311689 | val_loss: 0.0311913 | Time: 2738.41 ms
[2022-02-07 08:32:54 main:574] : INFO : Epoch 1822 | loss: 0.03117 | val_loss: 0.0311929 | Time: 2702.84 ms
[2022-02-07 08:32:57 main:574] : INFO : Epoch 1823 | loss: 0.0311698 | val_loss: 0.0311924 | Time: 2799.2 ms
[2022-02-07 08:33:00 main:574] : INFO : Epoch 1824 | loss: 0.0311696 | val_loss: 0.0311912 | Time: 2728.23 ms
[2022-02-07 08:33:03 main:574] : INFO : Epoch 1825 | loss: 0.0311697 | val_loss: 0.0311935 | Time: 2725.52 ms
[2022-02-07 08:33:05 main:574] : INFO : Epoch 1826 | loss: 0.0311702 | val_loss: 0.0311933 | Time: 2756.56 ms
[2022-02-07 08:33:08 main:574] : INFO : Epoch 1827 | loss: 0.0311701 | val_loss: 0.031193 | Time: 2953.81 ms
[2022-02-07 08:33:11 main:574] : INFO : Epoch 1828 | loss: 0.0311702 | val_loss: 0.0311933 | Time: 2796.83 ms
[2022-02-07 08:33:14 main:574] : INFO : Epoch 1829 | loss: 0.0311697 | val_loss: 0.0311942 | Time: 2872.85 ms
[2022-02-07 08:33:17 main:574] : INFO : Epoch 1830 | loss: 0.0311697 | val_loss: 0.0311915 | Time: 2790.95 ms
[2022-02-07 08:33:20 main:574] : INFO : Epoch 1831 | loss: 0.0311694 | val_loss: 0.0311939 | Time: 2895.12 ms
[2022-02-07 08:33:23 main:574] : INFO : Epoch 1832 | loss: 0.0311693 | val_loss: 0.0311934 | Time: 2816.68 ms
[2022-02-07 08:33:25 main:574] : INFO : Epoch 1833 | loss: 0.0311699 | val_loss: 0.0311953 | Time: 2695.13 ms
[2022-02-07 08:33:28 main:574] : INFO : Epoch 1834 | loss: 0.0311686 | val_loss: 0.0311899 | Time: 2930.62 ms
[2022-02-07 08:33:31 main:574] : INFO : Epoch 1835 | loss: 0.0311686 | val_loss: 0.031193 | Time: 2739.62 ms
[2022-02-07 08:33:34 main:574] : INFO : Epoch 1836 | loss: 0.0311679 | val_loss: 0.0311925 | Time: 2680.71 ms
[2022-02-07 08:33:36 main:574] : INFO : Epoch 1837 | loss: 0.0311682 | val_loss: 0.0311919 | Time: 2674.39 ms
[2022-02-07 08:33:39 main:574] : INFO : Epoch 1838 | loss: 0.0311694 | val_loss: 0.0311917 | Time: 2733.03 ms
[2022-02-07 08:33:42 main:574] : INFO : Epoch 1839 | loss: 0.031168 | val_loss: 0.0311922 | Time: 2717.54 ms
[2022-02-07 08:33:44 main:574] : INFO : Epoch 1840 | loss: 0.0311677 | val_loss: 0.0311912 | Time: 2795.38 ms
[2022-02-07 08:33:47 main:574] : INFO : Epoch 1841 | loss: 0.031168 | val_loss: 0.0311949 | Time: 2999.32 ms
[2022-02-07 08:33:50 main:574] : INFO : Epoch 1842 | loss: 0.0311697 | val_loss: 0.0311972 | Time: 2855.17 ms
[2022-02-07 08:33:53 main:574] : INFO : Epoch 1843 | loss: 0.0311717 | val_loss: 0.0311907 | Time: 3012.63 ms
[2022-02-07 08:33:56 main:574] : INFO : Epoch 1844 | loss: 0.0311689 | val_loss: 0.0311923 | Time: 2893.79 ms
[2022-02-07 08:33:59 main:574] : INFO : Epoch 1845 | loss: 0.0311689 | val_loss: 0.0311948 | Time: 2729.63 ms
[2022-02-07 08:34:02 main:574] : INFO : Epoch 1846 | loss: 0.0311708 | val_loss: 0.03119 | Time: 2928.46 ms
[2022-02-07 08:34:05 main:574] : INFO : Epoch 1847 | loss: 0.0311697 | val_loss: 0.0311916 | Time: 2741.35 ms
[2022-02-07 08:34:07 main:574] : INFO : Epoch 1848 | loss: 0.0311694 | val_loss: 0.0311935 | Time: 2657.41 ms
[2022-02-07 08:34:10 main:574] : INFO : Epoch 1849 | loss: 0.0311695 | val_loss: 0.0311895 | Time: 2776.56 ms
[2022-02-07 08:34:13 main:574] : INFO : Epoch 1850 | loss: 0.031168 | val_loss: 0.0311908 | Time: 3150.84 ms
[2022-02-07 08:34:16 main:574] : INFO : Epoch 1851 | loss: 0.0311696 | val_loss: 0.0311921 | Time: 2734.55 ms
[2022-02-07 08:34:19 main:574] : INFO : Epoch 1852 | loss: 0.0311682 | val_loss: 0.0311901 | Time: 2972.82 ms
[2022-02-07 08:34:22 main:574] : INFO : Epoch 1853 | loss: 0.0311677 | val_loss: 0.0311886 | Time: 2795.96 ms
[2022-02-07 08:34:25 main:574] : INFO : Epoch 1854 | loss: 0.0311681 | val_loss: 0.0311921 | Time: 2966.33 ms
[2022-02-07 08:34:27 main:574] : INFO : Epoch 1855 | loss: 0.03117 | val_loss: 0.0311946 | Time: 2708.18 ms
[2022-02-07 08:34:30 main:574] : INFO : Epoch 1856 | loss: 0.0311697 | val_loss: 0.0311893 | Time: 2795.82 ms
[2022-02-07 08:34:33 main:574] : INFO : Epoch 1857 | loss: 0.0311721 | val_loss: 0.0311985 | Time: 2820.38 ms
[2022-02-07 08:34:36 main:574] : INFO : Epoch 1858 | loss: 0.0311743 | val_loss: 0.0311923 | Time: 2772.82 ms
[2022-02-07 08:34:39 main:574] : INFO : Epoch 1859 | loss: 0.0311724 | val_loss: 0.0311945 | Time: 2768.32 ms
[2022-02-07 08:34:41 main:574] : INFO : Epoch 1860 | loss: 0.0311698 | val_loss: 0.0311917 | Time: 2692.25 ms
[2022-02-07 08:34:44 main:574] : INFO : Epoch 1861 | loss: 0.03117 | val_loss: 0.0311893 | Time: 2881.89 ms
[2022-02-07 08:34:47 main:574] : INFO : Epoch 1862 | loss: 0.0311692 | val_loss: 0.0311909 | Time: 2683.41 ms
[2022-02-07 08:34:50 main:574] : INFO : Epoch 1863 | loss: 0.0311683 | val_loss: 0.0311904 | Time: 2973.92 ms
[2022-02-07 08:34:52 main:574] : INFO : Epoch 1864 | loss: 0.0311681 | val_loss: 0.0311922 | Time: 2638.9 ms
[2022-02-07 08:34:55 main:574] : INFO : Epoch 1865 | loss: 0.0311695 | val_loss: 0.0311905 | Time: 2803.37 ms
[2022-02-07 08:34:58 main:574] : INFO : Epoch 1866 | loss: 0.0311679 | val_loss: 0.0311901 | Time: 2847.49 ms
[2022-02-07 08:35:01 main:574] : INFO : Epoch 1867 | loss: 0.0311689 | val_loss: 0.0311922 | Time: 2896.44 ms
[2022-02-07 08:35:04 main:574] : INFO : Epoch 1868 | loss: 0.0311691 | val_loss: 0.0311909 | Time: 2647.5 ms
[2022-02-07 08:35:07 main:574] : INFO : Epoch 1869 | loss: 0.031168 | val_loss: 0.0311925 | Time: 2849.77 ms
[2022-02-07 08:35:09 main:574] : INFO : Epoch 1870 | loss: 0.0311689 | val_loss: 0.03119 | Time: 2866.69 ms
[2022-02-07 08:35:12 main:574] : INFO : Epoch 1871 | loss: 0.0311686 | val_loss: 0.0311912 | Time: 2950.36 ms
[2022-02-07 08:35:15 main:574] : INFO : Epoch 1872 | loss: 0.0311814 | val_loss: 0.0311964 | Time: 2678.14 ms
[2022-02-07 08:35:18 main:574] : INFO : Epoch 1873 | loss: 0.0311856 | val_loss: 0.0311927 | Time: 2807.21 ms
[2022-02-07 08:35:21 main:574] : INFO : Epoch 1874 | loss: 0.0311792 | val_loss: 0.031191 | Time: 2807.26 ms
[2022-02-07 08:35:23 main:574] : INFO : Epoch 1875 | loss: 0.031176 | val_loss: 0.0311891 | Time: 2759.22 ms
[2022-02-07 08:35:26 main:574] : INFO : Epoch 1876 | loss: 0.0311743 | val_loss: 0.0311895 | Time: 2761.91 ms
[2022-02-07 08:35:29 main:574] : INFO : Epoch 1877 | loss: 0.0311731 | val_loss: 0.0311905 | Time: 2856.77 ms
[2022-02-07 08:35:32 main:574] : INFO : Epoch 1878 | loss: 0.0311721 | val_loss: 0.0311894 | Time: 2924.43 ms
[2022-02-07 08:35:35 main:574] : INFO : Epoch 1879 | loss: 0.0311708 | val_loss: 0.0311899 | Time: 2781.47 ms
[2022-02-07 08:35:37 main:574] : INFO : Epoch 1880 | loss: 0.0311701 | val_loss: 0.0311902 | Time: 2712.87 ms
[2022-02-07 08:35:40 main:574] : INFO : Epoch 1881 | loss: 0.0311691 | val_loss: 0.0311911 | Time: 2695.87 ms
[2022-02-07 08:35:43 main:574] : INFO : Epoch 1882 | loss: 0.0311708 | val_loss: 0.03119 | Time: 2765.98 ms
[2022-02-07 08:35:46 main:574] : INFO : Epoch 1883 | loss: 0.0311722 | val_loss: 0.0311894 | Time: 2690.87 ms
[2022-02-07 08:35:48 main:574] : INFO : Epoch 1884 | loss: 0.031169 | val_loss: 0.0311911 | Time: 2682.92 ms
[2022-02-07 08:35:51 main:574] : INFO : Epoch 1885 | loss: 0.0311696 | val_loss: 0.0311884 | Time: 2757.4 ms
[2022-02-07 08:35:54 main:574] : INFO : Epoch 1886 | loss: 0.0311687 | val_loss: 0.0311897 | Time: 2775.27 ms
[2022-02-07 08:35:57 main:574] : INFO : Epoch 1887 | loss: 0.0311685 | val_loss: 0.0311939 | Time: 2886.39 ms
[2022-02-07 08:36:00 main:574] : INFO : Epoch 1888 | loss: 0.0311725 | val_loss: 0.0311894 | Time: 2861.1 ms
[2022-02-07 08:36:02 main:574] : INFO : Epoch 1889 | loss: 0.0311685 | val_loss: 0.0311914 | Time: 2750.02 ms
[2022-02-07 08:36:05 main:574] : INFO : Epoch 1890 | loss: 0.0311686 | val_loss: 0.0311914 | Time: 2719.25 ms
[2022-02-07 08:36:08 main:574] : INFO : Epoch 1891 | loss: 0.0311686 | val_loss: 0.0311915 | Time: 2723.36 ms
[2022-02-07 08:36:10 main:574] : INFO : Epoch 1892 | loss: 0.0311699 | val_loss: 0.0311889 | Time: 2687.27 ms
[2022-02-07 08:36:13 main:574] : INFO : Epoch 1893 | loss: 0.0311699 | val_loss: 0.0311915 | Time: 2886.02 ms
[2022-02-07 08:36:16 main:574] : INFO : Epoch 1894 | loss: 0.031171 | val_loss: 0.0311901 | Time: 2724.19 ms
[2022-02-07 08:36:19 main:574] : INFO : Epoch 1895 | loss: 0.0311718 | val_loss: 0.0311892 | Time: 2692.05 ms
[2022-02-07 08:36:22 main:574] : INFO : Epoch 1896 | loss: 0.0311726 | val_loss: 0.031189 | Time: 2748.78 ms
[2022-02-07 08:36:24 main:574] : INFO : Epoch 1897 | loss: 0.0311692 | val_loss: 0.0311936 | Time: 2870.38 ms
[2022-02-07 08:36:27 main:574] : INFO : Epoch 1898 | loss: 0.0311689 | val_loss: 0.0311891 | Time: 2696.97 ms
[2022-02-07 08:36:30 main:574] : INFO : Epoch 1899 | loss: 0.0311714 | val_loss: 0.0311916 | Time: 2763.52 ms
[2022-02-07 08:36:33 main:574] : INFO : Epoch 1900 | loss: 0.0311689 | val_loss: 0.0311914 | Time: 2682.91 ms
[2022-02-07 08:36:35 main:574] : INFO : Epoch 1901 | loss: 0.0311671 | val_loss: 0.0311905 | Time: 2883.04 ms
[2022-02-07 08:36:38 main:574] : INFO : Epoch 1902 | loss: 0.031167 | val_loss: 0.0311912 | Time: 2911.29 ms
[2022-02-07 08:36:41 main:574] : INFO : Epoch 1903 | loss: 0.0311674 | val_loss: 0.0311903 | Time: 2816.67 ms
[2022-02-07 08:36:44 main:574] : INFO : Epoch 1904 | loss: 0.0311677 | val_loss: 0.0311911 | Time: 2800.4 ms
[2022-02-07 08:36:47 main:574] : INFO : Epoch 1905 | loss: 0.0311672 | val_loss: 0.0311915 | Time: 2753.02 ms
[2022-02-07 08:36:49 main:574] : INFO : Epoch 1906 | loss: 0.0311669 | val_loss: 0.0311903 | Time: 2766.93 ms
[2022-02-07 08:36:52 main:574] : INFO : Epoch 1907 | loss: 0.031169 | val_loss: 0.0311909 | Time: 2887.19 ms
[2022-02-07 08:36:55 main:574] : INFO : Epoch 1908 | loss: 0.0311665 | val_loss: 0.0311904 | Time: 2849.94 ms
[2022-02-07 08:36:58 main:574] : INFO : Epoch 1909 | loss: 0.0311679 | val_loss: 0.0311925 | Time: 2714.27 ms
[2022-02-07 08:37:01 main:574] : INFO : Epoch 1910 | loss: 0.0311688 | val_loss: 0.0311924 | Time: 2752.65 ms
[2022-02-07 08:37:03 main:574] : INFO : Epoch 1911 | loss: 0.0311669 | val_loss: 0.0311912 | Time: 2716.57 ms
[2022-02-07 08:37:06 main:574] : INFO : Epoch 1912 | loss: 0.0311679 | val_loss: 0.0311899 | Time: 2761.99 ms
[2022-02-07 08:37:09 main:574] : INFO : Epoch 1913 | loss: 0.0311663 | val_loss: 0.0311914 | Time: 2739.86 ms
[2022-02-07 08:37:12 main:574] : INFO : Epoch 1914 | loss: 0.031167 | val_loss: 0.031193 | Time: 2824.83 ms
[2022-02-07 08:37:15 main:574] : INFO : Epoch 1915 | loss: 0.0311703 | val_loss: 0.0311946 | Time: 2802.37 ms
[2022-02-07 08:37:18 main:574] : INFO : Epoch 1916 | loss: 0.0311678 | val_loss: 0.031201 | Time: 2966.51 ms
[2022-02-07 08:37:20 main:574] : INFO : Epoch 1917 | loss: 0.0311684 | val_loss: 0.031191 | Time: 2966.28 ms
[2022-02-07 08:37:23 main:574] : INFO : Epoch 1918 | loss: 0.0311673 | val_loss: 0.0311915 | Time: 2907.24 ms
[2022-02-07 08:37:26 main:574] : INFO : Epoch 1919 | loss: 0.0311689 | val_loss: 0.0311921 | Time: 2794.49 ms
[2022-02-07 08:37:29 main:574] : INFO : Epoch 1920 | loss: 0.031169 | val_loss: 0.0311906 | Time: 2935.82 ms
[2022-02-07 08:37:32 main:574] : INFO : Epoch 1921 | loss: 0.0311673 | val_loss: 0.0311947 | Time: 2728.18 ms
[2022-02-07 08:37:35 main:574] : INFO : Epoch 1922 | loss: 0.0311688 | val_loss: 0.0311931 | Time: 2705.2 ms
[2022-02-07 08:37:37 main:574] : INFO : Epoch 1923 | loss: 0.0311663 | val_loss: 0.0311908 | Time: 2697 ms
[2022-02-07 08:37:40 main:574] : INFO : Epoch 1924 | loss: 0.031166 | val_loss: 0.0311938 | Time: 2694.15 ms
[2022-02-07 08:37:43 main:574] : INFO : Epoch 1925 | loss: 0.0311666 | val_loss: 0.0311947 | Time: 2712.25 ms
[2022-02-07 08:37:45 main:574] : INFO : Epoch 1926 | loss: 0.0311665 | val_loss: 0.0311926 | Time: 2721.31 ms
[2022-02-07 08:37:48 main:574] : INFO : Epoch 1927 | loss: 0.0311698 | val_loss: 0.0311958 | Time: 2733.06 ms
[2022-02-07 08:37:51 main:574] : INFO : Epoch 1928 | loss: 0.0311661 | val_loss: 0.031192 | Time: 2694.07 ms
[2022-02-07 08:37:54 main:574] : INFO : Epoch 1929 | loss: 0.0311657 | val_loss: 0.0311935 | Time: 2765.7 ms
[2022-02-07 08:37:56 main:574] : INFO : Epoch 1930 | loss: 0.0311653 | val_loss: 0.0311945 | Time: 2833.11 ms
[2022-02-07 08:37:59 main:574] : INFO : Epoch 1931 | loss: 0.0311654 | val_loss: 0.0311938 | Time: 2870.61 ms
[2022-02-07 08:38:02 main:574] : INFO : Epoch 1932 | loss: 0.0311655 | val_loss: 0.0311945 | Time: 2670.79 ms
[2022-02-07 08:38:05 main:574] : INFO : Epoch 1933 | loss: 0.0311647 | val_loss: 0.0311921 | Time: 2869.84 ms
[2022-02-07 08:38:08 main:574] : INFO : Epoch 1934 | loss: 0.0311651 | val_loss: 0.0311941 | Time: 2670.01 ms
[2022-02-07 08:38:10 main:574] : INFO : Epoch 1935 | loss: 0.0311644 | val_loss: 0.031191 | Time: 2672.44 ms
[2022-02-07 08:38:13 main:574] : INFO : Epoch 1936 | loss: 0.0311672 | val_loss: 0.0311949 | Time: 2826.3 ms
[2022-02-07 08:38:16 main:574] : INFO : Epoch 1937 | loss: 0.031169 | val_loss: 0.0311913 | Time: 2715.72 ms
[2022-02-07 08:38:19 main:574] : INFO : Epoch 1938 | loss: 0.0311663 | val_loss: 0.0311912 | Time: 2901.82 ms
[2022-02-07 08:38:21 main:574] : INFO : Epoch 1939 | loss: 0.0311669 | val_loss: 0.0311922 | Time: 2793.22 ms
[2022-02-07 08:38:24 main:574] : INFO : Epoch 1940 | loss: 0.0311648 | val_loss: 0.0311903 | Time: 2770.79 ms
[2022-02-07 08:38:27 main:574] : INFO : Epoch 1941 | loss: 0.0311657 | val_loss: 0.0311932 | Time: 2729.94 ms
[2022-02-07 08:38:30 main:574] : INFO : Epoch 1942 | loss: 0.0311651 | val_loss: 0.0311924 | Time: 2639.48 ms
[2022-02-07 08:38:33 main:574] : INFO : Epoch 1943 | loss: 0.0311653 | val_loss: 0.0311964 | Time: 3083.37 ms
[2022-02-07 08:38:35 main:574] : INFO : Epoch 1944 | loss: 0.0311659 | val_loss: 0.031193 | Time: 2798.94 ms
[2022-02-07 08:38:38 main:574] : INFO : Epoch 1945 | loss: 0.0311663 | val_loss: 0.0311919 | Time: 2780.43 ms
[2022-02-07 08:38:41 main:574] : INFO : Epoch 1946 | loss: 0.0311646 | val_loss: 0.0311925 | Time: 2882.25 ms
[2022-02-07 08:38:44 main:574] : INFO : Epoch 1947 | loss: 0.0311654 | val_loss: 0.0311967 | Time: 2920.05 ms
[2022-02-07 08:38:47 main:574] : INFO : Epoch 1948 | loss: 0.0311646 | val_loss: 0.0311909 | Time: 2897.15 ms
[2022-02-07 08:38:50 main:574] : INFO : Epoch 1949 | loss: 0.0311661 | val_loss: 0.031189 | Time: 2887.73 ms
[2022-02-07 08:38:53 main:574] : INFO : Epoch 1950 | loss: 0.0311703 | val_loss: 0.031194 | Time: 2823.03 ms
[2022-02-07 08:38:55 main:574] : INFO : Epoch 1951 | loss: 0.0311698 | val_loss: 0.0311892 | Time: 2806.74 ms
[2022-02-07 08:38:58 main:574] : INFO : Epoch 1952 | loss: 0.0311675 | val_loss: 0.0311897 | Time: 2965.96 ms
[2022-02-07 08:39:01 main:574] : INFO : Epoch 1953 | loss: 0.0311707 | val_loss: 0.0311954 | Time: 2753.62 ms
[2022-02-07 08:39:04 main:574] : INFO : Epoch 1954 | loss: 0.0311678 | val_loss: 0.0311906 | Time: 2860.93 ms
[2022-02-07 08:39:07 main:574] : INFO : Epoch 1955 | loss: 0.0311673 | val_loss: 0.0311883 | Time: 2693.37 ms
[2022-02-07 08:39:10 main:574] : INFO : Epoch 1956 | loss: 0.0311658 | val_loss: 0.0311908 | Time: 2757.25 ms
[2022-02-07 08:39:12 main:574] : INFO : Epoch 1957 | loss: 0.0311672 | val_loss: 0.0311884 | Time: 2752.68 ms
[2022-02-07 08:39:15 main:574] : INFO : Epoch 1958 | loss: 0.0311677 | val_loss: 0.0311934 | Time: 2783.91 ms
[2022-02-07 08:39:18 main:574] : INFO : Epoch 1959 | loss: 0.0311648 | val_loss: 0.0311891 | Time: 2708.08 ms
[2022-02-07 08:39:20 main:574] : INFO : Epoch 1960 | loss: 0.0311664 | val_loss: 0.0311891 | Time: 2722.25 ms
[2022-02-07 08:39:24 main:574] : INFO : Epoch 1961 | loss: 0.0311767 | val_loss: 0.0311977 | Time: 3217.94 ms
[2022-02-07 08:39:27 main:574] : INFO : Epoch 1962 | loss: 0.0311881 | val_loss: 0.0312062 | Time: 2902.83 ms
[2022-02-07 08:39:29 main:574] : INFO : Epoch 1963 | loss: 0.031188 | val_loss: 0.0311919 | Time: 2883.51 ms
[2022-02-07 08:39:32 main:574] : INFO : Epoch 1964 | loss: 0.0311819 | val_loss: 0.031193 | Time: 2709.38 ms
[2022-02-07 08:39:35 main:574] : INFO : Epoch 1965 | loss: 0.0311792 | val_loss: 0.031189 | Time: 2745.23 ms
[2022-02-07 08:39:38 main:574] : INFO : Epoch 1966 | loss: 0.0311781 | val_loss: 0.03119 | Time: 2810.9 ms
[2022-02-07 08:39:40 main:574] : INFO : Epoch 1967 | loss: 0.0311775 | val_loss: 0.0311902 | Time: 2704.94 ms
[2022-02-07 08:39:43 main:574] : INFO : Epoch 1968 | loss: 0.031176 | val_loss: 0.0311932 | Time: 2761.73 ms
[2022-02-07 08:39:46 main:574] : INFO : Epoch 1969 | loss: 0.0311776 | val_loss: 0.031191 | Time: 2692.38 ms
[2022-02-07 08:39:49 main:574] : INFO : Epoch 1970 | loss: 0.0311768 | val_loss: 0.0311921 | Time: 2720.21 ms
[2022-02-07 08:39:51 main:574] : INFO : Epoch 1971 | loss: 0.0311761 | val_loss: 0.0311905 | Time: 2847.94 ms
[2022-02-07 08:39:54 main:574] : INFO : Epoch 1972 | loss: 0.0311779 | val_loss: 0.0311956 | Time: 2657.33 ms
[2022-02-07 08:39:57 main:574] : INFO : Epoch 1973 | loss: 0.0311773 | val_loss: 0.0311905 | Time: 2804.68 ms
[2022-02-07 08:40:00 main:574] : INFO : Epoch 1974 | loss: 0.0311762 | val_loss: 0.0311926 | Time: 2671.03 ms
[2022-02-07 08:40:02 main:574] : INFO : Epoch 1975 | loss: 0.0311744 | val_loss: 0.0311934 | Time: 2806.41 ms
[2022-02-07 08:40:05 main:574] : INFO : Epoch 1976 | loss: 0.0311765 | val_loss: 0.0311918 | Time: 2770.11 ms
[2022-02-07 08:40:08 main:574] : INFO : Epoch 1977 | loss: 0.0311749 | val_loss: 0.0311915 | Time: 2907.06 ms
[2022-02-07 08:40:11 main:574] : INFO : Epoch 1978 | loss: 0.0311747 | val_loss: 0.0311927 | Time: 2827.88 ms
[2022-02-07 08:40:14 main:574] : INFO : Epoch 1979 | loss: 0.0311783 | val_loss: 0.0311929 | Time: 2767.28 ms
[2022-02-07 08:40:16 main:574] : INFO : Epoch 1980 | loss: 0.031178 | val_loss: 0.0311898 | Time: 2690.47 ms
[2022-02-07 08:40:19 main:574] : INFO : Epoch 1981 | loss: 0.031178 | val_loss: 0.0311928 | Time: 2688.57 ms
[2022-02-07 08:40:22 main:574] : INFO : Epoch 1982 | loss: 0.0311791 | val_loss: 0.0311939 | Time: 2851.05 ms
[2022-02-07 08:40:25 main:574] : INFO : Epoch 1983 | loss: 0.0311785 | val_loss: 0.0311948 | Time: 2691.34 ms
[2022-02-07 08:40:27 main:574] : INFO : Epoch 1984 | loss: 0.0311771 | val_loss: 0.0311966 | Time: 2829.94 ms
[2022-02-07 08:40:30 main:574] : INFO : Epoch 1985 | loss: 0.0311789 | val_loss: 0.0311937 | Time: 2678.3 ms
[2022-02-07 08:40:33 main:574] : INFO : Epoch 1986 | loss: 0.0311771 | val_loss: 0.0311904 | Time: 2843.12 ms
[2022-02-07 08:40:36 main:574] : INFO : Epoch 1987 | loss: 0.0311746 | val_loss: 0.0311912 | Time: 2891.19 ms
[2022-02-07 08:40:39 main:574] : INFO : Epoch 1988 | loss: 0.0311737 | val_loss: 0.0311885 | Time: 2690.05 ms
[2022-02-07 08:40:41 main:574] : INFO : Epoch 1989 | loss: 0.0311741 | val_loss: 0.031195 | Time: 2728.36 ms
[2022-02-07 08:40:44 main:574] : INFO : Epoch 1990 | loss: 0.0311728 | val_loss: 0.0311905 | Time: 2764.87 ms
[2022-02-07 08:40:47 main:574] : INFO : Epoch 1991 | loss: 0.0311731 | val_loss: 0.0311909 | Time: 2667.21 ms
[2022-02-07 08:40:49 main:574] : INFO : Epoch 1992 | loss: 0.0311724 | val_loss: 0.0311901 | Time: 2708.14 ms
[2022-02-07 08:40:52 main:574] : INFO : Epoch 1993 | loss: 0.0311721 | val_loss: 0.0311882 | Time: 2703.99 ms
[2022-02-07 08:40:55 main:574] : INFO : Epoch 1994 | loss: 0.0311729 | val_loss: 0.0311899 | Time: 2909.32 ms
[2022-02-07 08:40:58 main:574] : INFO : Epoch 1995 | loss: 0.031173 | val_loss: 0.0311921 | Time: 2728.87 ms
[2022-02-07 08:41:01 main:574] : INFO : Epoch 1996 | loss: 0.0311726 | val_loss: 0.0311873 | Time: 2770.99 ms
[2022-02-07 08:41:03 main:574] : INFO : Epoch 1997 | loss: 0.0311708 | val_loss: 0.0311877 | Time: 2644.46 ms
[2022-02-07 08:41:06 main:574] : INFO : Epoch 1998 | loss: 0.0311721 | val_loss: 0.0311893 | Time: 2633.24 ms
[2022-02-07 08:41:09 main:574] : INFO : Epoch 1999 | loss: 0.0311705 | val_loss: 0.0311907 | Time: 2852.6 ms
[2022-02-07 08:41:11 main:574] : INFO : Epoch 2000 | loss: 0.0311703 | val_loss: 0.0311941 | Time: 2693.53 ms
[2022-02-07 08:41:14 main:574] : INFO : Epoch 2001 | loss: 0.0311708 | val_loss: 0.0311889 | Time: 2816.95 ms
[2022-02-07 08:41:17 main:574] : INFO : Epoch 2002 | loss: 0.0311701 | val_loss: 0.031189 | Time: 2897.65 ms
[2022-02-07 08:41:20 main:574] : INFO : Epoch 2003 | loss: 0.0311692 | val_loss: 0.0311962 | Time: 2831.31 ms
[2022-02-07 08:41:23 main:574] : INFO : Epoch 2004 | loss: 0.0311711 | val_loss: 0.0311902 | Time: 2759.59 ms
[2022-02-07 08:41:25 main:574] : INFO : Epoch 2005 | loss: 0.0311718 | val_loss: 0.0311956 | Time: 2658.3 ms
[2022-02-07 08:41:28 main:574] : INFO : Epoch 2006 | loss: 0.0311715 | val_loss: 0.0311917 | Time: 2686.84 ms
[2022-02-07 08:41:31 main:574] : INFO : Epoch 2007 | loss: 0.0311706 | val_loss: 0.0311925 | Time: 2775.89 ms
[2022-02-07 08:41:34 main:574] : INFO : Epoch 2008 | loss: 0.0311687 | val_loss: 0.0311927 | Time: 2801.68 ms
[2022-02-07 08:41:36 main:574] : INFO : Epoch 2009 | loss: 0.0311718 | val_loss: 0.0311879 | Time: 2646.92 ms
[2022-02-07 08:41:39 main:574] : INFO : Epoch 2010 | loss: 0.031175 | val_loss: 0.0311906 | Time: 2788.07 ms
[2022-02-07 08:41:42 main:574] : INFO : Epoch 2011 | loss: 0.0311748 | val_loss: 0.031189 | Time: 2756.64 ms
[2022-02-07 08:41:44 main:574] : INFO : Epoch 2012 | loss: 0.0311738 | val_loss: 0.0311889 | Time: 2633.32 ms
[2022-02-07 08:41:47 main:574] : INFO : Epoch 2013 | loss: 0.0311752 | val_loss: 0.031198 | Time: 2697.01 ms
[2022-02-07 08:41:50 main:574] : INFO : Epoch 2014 | loss: 0.0311721 | val_loss: 0.0311903 | Time: 2749.64 ms
[2022-02-07 08:41:53 main:574] : INFO : Epoch 2015 | loss: 0.0311716 | val_loss: 0.0311919 | Time: 2740.63 ms
[2022-02-07 08:41:55 main:574] : INFO : Epoch 2016 | loss: 0.0311703 | val_loss: 0.0311894 | Time: 2806.3 ms
[2022-02-07 08:41:58 main:574] : INFO : Epoch 2017 | loss: 0.0311737 | val_loss: 0.0311954 | Time: 2778.12 ms
[2022-02-07 08:42:01 main:574] : INFO : Epoch 2018 | loss: 0.0311797 | val_loss: 0.0311945 | Time: 2818.55 ms
[2022-02-07 08:42:04 main:574] : INFO : Epoch 2019 | loss: 0.0311753 | val_loss: 0.0311982 | Time: 2739.46 ms
[2022-02-07 08:42:07 main:574] : INFO : Epoch 2020 | loss: 0.0311743 | val_loss: 0.0311893 | Time: 2721.14 ms
[2022-02-07 08:42:09 main:574] : INFO : Epoch 2021 | loss: 0.0311727 | val_loss: 0.0311911 | Time: 2636.55 ms
[2022-02-07 08:42:12 main:574] : INFO : Epoch 2022 | loss: 0.0311724 | val_loss: 0.0311922 | Time: 2922.89 ms
[2022-02-07 08:42:25 main:574] : INFO : Epoch 2023 | loss: 0.0311718 | val_loss: 0.0311918 | Time: 12851.1 ms
[2022-02-07 08:42:28 main:574] : INFO : Epoch 2024 | loss: 0.0311719 | val_loss: 0.0311924 | Time: 2693.06 ms
[2022-02-07 08:42:30 main:574] : INFO : Epoch 2025 | loss: 0.0311723 | val_loss: 0.0311952 | Time: 2688.77 ms
[2022-02-07 08:42:33 main:574] : INFO : Epoch 2026 | loss: 0.0311743 | val_loss: 0.0311917 | Time: 2753.13 ms
[2022-02-07 08:42:36 main:574] : INFO : Epoch 2027 | loss: 0.0311727 | val_loss: 0.0311935 | Time: 2641.1 ms
[2022-02-07 08:42:38 main:574] : INFO : Epoch 2028 | loss: 0.0311718 | val_loss: 0.031196 | Time: 2747.63 ms
[2022-02-07 08:42:41 main:574] : INFO : Epoch 2029 | loss: 0.0311741 | val_loss: 0.0311912 | Time: 2928.24 ms
[2022-02-07 08:42:44 main:574] : INFO : Epoch 2030 | loss: 0.0311723 | val_loss: 0.0311987 | Time: 2651.85 ms
[2022-02-07 08:42:47 main:574] : INFO : Epoch 2031 | loss: 0.0311738 | val_loss: 0.031193 | Time: 2819.6 ms
[2022-02-07 08:42:50 main:574] : INFO : Epoch 2032 | loss: 0.0311722 | val_loss: 0.031188 | Time: 2754.79 ms
[2022-02-07 08:42:52 main:574] : INFO : Epoch 2033 | loss: 0.031171 | val_loss: 0.0311915 | Time: 2666.28 ms
[2022-02-07 08:42:55 main:574] : INFO : Epoch 2034 | loss: 0.0311706 | val_loss: 0.031189 | Time: 2778.82 ms
[2022-02-07 08:42:58 main:574] : INFO : Epoch 2035 | loss: 0.0311694 | val_loss: 0.0311887 | Time: 2764.65 ms
[2022-02-07 08:43:01 main:574] : INFO : Epoch 2036 | loss: 0.0311679 | val_loss: 0.0311895 | Time: 2665.62 ms
[2022-02-07 08:43:03 main:574] : INFO : Epoch 2037 | loss: 0.0311687 | val_loss: 0.0311907 | Time: 2702.45 ms
[2022-02-07 08:43:06 main:574] : INFO : Epoch 2038 | loss: 0.0311684 | val_loss: 0.0311886 | Time: 2644.68 ms
[2022-02-07 08:43:09 main:574] : INFO : Epoch 2039 | loss: 0.0311666 | val_loss: 0.0311899 | Time: 2745.36 ms
[2022-02-07 08:43:11 main:574] : INFO : Epoch 2040 | loss: 0.0311687 | val_loss: 0.0311903 | Time: 2657.12 ms
[2022-02-07 08:43:14 main:574] : INFO : Epoch 2041 | loss: 0.0311666 | val_loss: 0.0311882 | Time: 2723.03 ms
[2022-02-07 08:43:17 main:574] : INFO : Epoch 2042 | loss: 0.0311669 | val_loss: 0.0311897 | Time: 2811.81 ms
[2022-02-07 08:43:20 main:574] : INFO : Epoch 2043 | loss: 0.0311661 | val_loss: 0.0311908 | Time: 2831.73 ms
[2022-02-07 08:43:23 main:574] : INFO : Epoch 2044 | loss: 0.0311673 | val_loss: 0.0311901 | Time: 3022.44 ms
[2022-02-07 08:43:25 main:574] : INFO : Epoch 2045 | loss: 0.0311683 | val_loss: 0.0311881 | Time: 2810.23 ms
[2022-02-07 08:43:28 main:574] : INFO : Epoch 2046 | loss: 0.0311672 | val_loss: 0.031192 | Time: 2867.1 ms
[2022-02-07 08:43:31 main:574] : INFO : Epoch 2047 | loss: 0.0311681 | val_loss: 0.0311903 | Time: 2763.69 ms
[2022-02-07 08:43:34 main:574] : INFO : Epoch 2048 | loss: 0.0311667 | val_loss: 0.0311908 | Time: 2654.14 ms
[2022-02-07 08:43:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311908
[2022-02-07 08:43:34 main:603] : INFO : Saving end state to config to file
[2022-02-07 08:43:34 main:608] : INFO : Success, exiting..
08:43:34 (4584): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)