Task 11457081
| Name | ParityModified-1639958110-11112-2-0_1 |
| Workunit | 8148643 |
| Created | 9 Feb 2022, 19:26:28 UTC |
| Sent | 9 Feb 2022, 20:45:35 UTC |
| Report deadline | 17 Feb 2022, 20:45:35 UTC |
| Received | 9 Feb 2022, 23:37:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11606 |
| Run time | 2 hours 46 min 7 sec |
| CPU time | 2 hours 44 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,339.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.93 GB |
| Peak swap size | 4.72 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311895 | val_loss: 0.0312051 | Time: 2784.43 ms
[2022-02-10 00:14:25 main:574] : INFO : Epoch 1543 | loss: 0.0311878 | val_loss: 0.0312062 | Time: 2661.65 ms
[2022-02-10 00:14:27 main:574] : INFO : Epoch 1544 | loss: 0.0311877 | val_loss: 0.0312075 | Time: 2704.41 ms
[2022-02-10 00:14:30 main:574] : INFO : Epoch 1545 | loss: 0.0311893 | val_loss: 0.031209 | Time: 2715.51 ms
[2022-02-10 00:14:33 main:574] : INFO : Epoch 1546 | loss: 0.0311867 | val_loss: 0.0312063 | Time: 2692.02 ms
[2022-02-10 00:14:36 main:574] : INFO : Epoch 1547 | loss: 0.0311855 | val_loss: 0.0312091 | Time: 2753.31 ms
[2022-02-10 00:14:39 main:574] : INFO : Epoch 1548 | loss: 0.0311861 | val_loss: 0.0312076 | Time: 3289.57 ms
[2022-02-10 00:14:42 main:574] : INFO : Epoch 1549 | loss: 0.031186 | val_loss: 0.0312147 | Time: 2754.65 ms
[2022-02-10 00:14:44 main:574] : INFO : Epoch 1550 | loss: 0.0311859 | val_loss: 0.0312073 | Time: 2734.61 ms
[2022-02-10 00:14:47 main:574] : INFO : Epoch 1551 | loss: 0.0311862 | val_loss: 0.0312096 | Time: 2727.03 ms
[2022-02-10 00:14:50 main:574] : INFO : Epoch 1552 | loss: 0.0311883 | val_loss: 0.0312119 | Time: 2771.05 ms
[2022-02-10 00:14:53 main:574] : INFO : Epoch 1553 | loss: 0.0311895 | val_loss: 0.0312144 | Time: 2753.38 ms
[2022-02-10 00:14:55 main:574] : INFO : Epoch 1554 | loss: 0.0311899 | val_loss: 0.0312095 | Time: 2713.3 ms
[2022-02-10 00:14:58 main:574] : INFO : Epoch 1555 | loss: 0.0311882 | val_loss: 0.0312086 | Time: 2848.82 ms
[2022-02-10 00:15:01 main:574] : INFO : Epoch 1556 | loss: 0.0311876 | val_loss: 0.0312148 | Time: 2651.76 ms
[2022-02-10 00:15:04 main:574] : INFO : Epoch 1557 | loss: 0.0311878 | val_loss: 0.0312075 | Time: 2769.33 ms
[2022-02-10 00:15:06 main:574] : INFO : Epoch 1558 | loss: 0.0311873 | val_loss: 0.0312095 | Time: 2750.89 ms
[2022-02-10 00:15:09 main:574] : INFO : Epoch 1559 | loss: 0.0311877 | val_loss: 0.0312123 | Time: 2714.08 ms
[2022-02-10 00:15:12 main:574] : INFO : Epoch 1560 | loss: 0.0311869 | val_loss: 0.031213 | Time: 2804.98 ms
[2022-02-10 00:15:15 main:574] : INFO : Epoch 1561 | loss: 0.0311886 | val_loss: 0.0312103 | Time: 2683.92 ms
[2022-02-10 00:15:17 main:574] : INFO : Epoch 1562 | loss: 0.0311868 | val_loss: 0.0312104 | Time: 2776.99 ms
[2022-02-10 00:15:20 main:574] : INFO : Epoch 1563 | loss: 0.0311866 | val_loss: 0.0312124 | Time: 2763.35 ms
[2022-02-10 00:15:23 main:574] : INFO : Epoch 1564 | loss: 0.0311884 | val_loss: 0.0312087 | Time: 2723.18 ms
[2022-02-10 00:15:26 main:574] : INFO : Epoch 1565 | loss: 0.0311863 | val_loss: 0.0312086 | Time: 2778.72 ms
[2022-02-10 00:15:28 main:574] : INFO : Epoch 1566 | loss: 0.031188 | val_loss: 0.0312096 | Time: 2704.21 ms
[2022-02-10 00:15:31 main:574] : INFO : Epoch 1567 | loss: 0.0311857 | val_loss: 0.03121 | Time: 2727.6 ms
[2022-02-10 00:15:34 main:574] : INFO : Epoch 1568 | loss: 0.0311842 | val_loss: 0.0312073 | Time: 2733.07 ms
[2022-02-10 00:15:37 main:574] : INFO : Epoch 1569 | loss: 0.0311843 | val_loss: 0.0312106 | Time: 2720.94 ms
[2022-02-10 00:15:39 main:574] : INFO : Epoch 1570 | loss: 0.0311842 | val_loss: 0.0312131 | Time: 2773.61 ms
[2022-02-10 00:15:42 main:574] : INFO : Epoch 1571 | loss: 0.0311847 | val_loss: 0.0312097 | Time: 2739.15 ms
[2022-02-10 00:15:45 main:574] : INFO : Epoch 1572 | loss: 0.0311829 | val_loss: 0.0312079 | Time: 2738.09 ms
[2022-02-10 00:15:47 main:574] : INFO : Epoch 1573 | loss: 0.0311839 | val_loss: 0.0312086 | Time: 2735.55 ms
[2022-02-10 00:15:50 main:574] : INFO : Epoch 1574 | loss: 0.0311834 | val_loss: 0.0312106 | Time: 2694.41 ms
[2022-02-10 00:15:53 main:574] : INFO : Epoch 1575 | loss: 0.0311827 | val_loss: 0.0312118 | Time: 2754.56 ms
[2022-02-10 00:15:56 main:574] : INFO : Epoch 1576 | loss: 0.0311829 | val_loss: 0.0312116 | Time: 2773.17 ms
[2022-02-10 00:15:58 main:574] : INFO : Epoch 1577 | loss: 0.0311881 | val_loss: 0.0312103 | Time: 2733.49 ms
[2022-02-10 00:16:01 main:574] : INFO : Epoch 1578 | loss: 0.0311862 | val_loss: 0.0312108 | Time: 2685.38 ms
[2022-02-10 00:16:04 main:574] : INFO : Epoch 1579 | loss: 0.0311846 | val_loss: 0.0312089 | Time: 2662.39 ms
[2022-02-10 00:16:07 main:574] : INFO : Epoch 1580 | loss: 0.031184 | val_loss: 0.0312113 | Time: 2742.41 ms
[2022-02-10 00:16:09 main:574] : INFO : Epoch 1581 | loss: 0.0311858 | val_loss: 0.031211 | Time: 2728.05 ms
[2022-02-10 00:16:12 main:574] : INFO : Epoch 1582 | loss: 0.0311855 | val_loss: 0.0312183 | Time: 2716.85 ms
[2022-02-10 00:16:15 main:574] : INFO : Epoch 1583 | loss: 0.0311847 | val_loss: 0.0312123 | Time: 2765.75 ms
[2022-02-10 00:16:17 main:574] : INFO : Epoch 1584 | loss: 0.0311831 | val_loss: 0.0312097 | Time: 2682.6 ms
[2022-02-10 00:16:20 main:574] : INFO : Epoch 1585 | loss: 0.0311821 | val_loss: 0.0312098 | Time: 2751.51 ms
[2022-02-10 00:16:23 main:574] : INFO : Epoch 1586 | loss: 0.031184 | val_loss: 0.0312112 | Time: 2824.05 ms
[2022-02-10 00:16:26 main:574] : INFO : Epoch 1587 | loss: 0.0311853 | val_loss: 0.0312102 | Time: 2650.41 ms
[2022-02-10 00:16:28 main:574] : INFO : Epoch 1588 | loss: 0.0311844 | val_loss: 0.0312098 | Time: 2712.51 ms
[2022-02-10 00:16:31 main:574] : INFO : Epoch 1589 | loss: 0.031187 | val_loss: 0.0312103 | Time: 2681.8 ms
[2022-02-10 00:16:34 main:574] : INFO : Epoch 1590 | loss: 0.0311918 | val_loss: 0.031212 | Time: 2733.84 ms
[2022-02-10 00:16:37 main:574] : INFO : Epoch 1591 | loss: 0.0311903 | val_loss: 0.0312106 | Time: 2836.05 ms
[2022-02-10 00:16:39 main:574] : INFO : Epoch 1592 | loss: 0.0311895 | val_loss: 0.0312108 | Time: 2662.34 ms
[2022-02-10 00:16:42 main:574] : INFO : Epoch 1593 | loss: 0.0311913 | val_loss: 0.0312116 | Time: 2741.49 ms
[2022-02-10 00:16:45 main:574] : INFO : Epoch 1594 | loss: 0.0311906 | val_loss: 0.0312135 | Time: 2734.07 ms
[2022-02-10 00:16:48 main:574] : INFO : Epoch 1595 | loss: 0.0311888 | val_loss: 0.0312078 | Time: 2731.29 ms
[2022-02-10 00:16:50 main:574] : INFO : Epoch 1596 | loss: 0.0311885 | val_loss: 0.0312086 | Time: 2793.45 ms
[2022-02-10 00:16:53 main:574] : INFO : Epoch 1597 | loss: 0.0311908 | val_loss: 0.0312094 | Time: 2698.9 ms
[2022-02-10 00:16:56 main:574] : INFO : Epoch 1598 | loss: 0.0311908 | val_loss: 0.0312078 | Time: 2741.35 ms
[2022-02-10 00:16:59 main:574] : INFO : Epoch 1599 | loss: 0.0311875 | val_loss: 0.031213 | Time: 2781.9 ms
[2022-02-10 00:17:01 main:574] : INFO : Epoch 1600 | loss: 0.0311888 | val_loss: 0.0312113 | Time: 2611.9 ms
[2022-02-10 00:17:04 main:574] : INFO : Epoch 1601 | loss: 0.0311865 | val_loss: 0.0312117 | Time: 2780.89 ms
[2022-02-10 00:17:07 main:574] : INFO : Epoch 1602 | loss: 0.0311861 | val_loss: 0.0312101 | Time: 2805.67 ms
[2022-02-10 00:17:10 main:574] : INFO : Epoch 1603 | loss: 0.0311858 | val_loss: 0.0312113 | Time: 2732.51 ms
[2022-02-10 00:17:12 main:574] : INFO : Epoch 1604 | loss: 0.0311875 | val_loss: 0.03122 | Time: 2930.39 ms
[2022-02-10 00:17:15 main:574] : INFO : Epoch 1605 | loss: 0.031193 | val_loss: 0.031209 | Time: 2654.24 ms
[2022-02-10 00:17:18 main:574] : INFO : Epoch 1606 | loss: 0.0311919 | val_loss: 0.0312105 | Time: 2781.66 ms
[2022-02-10 00:17:21 main:574] : INFO : Epoch 1607 | loss: 0.0311901 | val_loss: 0.0312118 | Time: 2733.88 ms
[2022-02-10 00:17:23 main:574] : INFO : Epoch 1608 | loss: 0.0311905 | val_loss: 0.0312121 | Time: 2730.13 ms
[2022-02-10 00:17:26 main:574] : INFO : Epoch 1609 | loss: 0.0311886 | val_loss: 0.0312143 | Time: 2890.3 ms
[2022-02-10 00:17:29 main:574] : INFO : Epoch 1610 | loss: 0.0311898 | val_loss: 0.03122 | Time: 2654.24 ms
[2022-02-10 00:17:32 main:574] : INFO : Epoch 1611 | loss: 0.0311893 | val_loss: 0.0312077 | Time: 2751.91 ms
[2022-02-10 00:17:34 main:574] : INFO : Epoch 1612 | loss: 0.0311875 | val_loss: 0.0312104 | Time: 2768.46 ms
[2022-02-10 00:17:37 main:574] : INFO : Epoch 1613 | loss: 0.0311879 | val_loss: 0.0312097 | Time: 2728.62 ms
[2022-02-10 00:17:40 main:574] : INFO : Epoch 1614 | loss: 0.0311863 | val_loss: 0.0312075 | Time: 2848.16 ms
[2022-02-10 00:17:43 main:574] : INFO : Epoch 1615 | loss: 0.0311863 | val_loss: 0.0312111 | Time: 2764.94 ms
[2022-02-10 00:17:46 main:574] : INFO : Epoch 1616 | loss: 0.0311895 | val_loss: 0.0312083 | Time: 2756.74 ms
[2022-02-10 00:17:48 main:574] : INFO : Epoch 1617 | loss: 0.0311913 | val_loss: 0.0312126 | Time: 2762.72 ms
[2022-02-10 00:17:51 main:574] : INFO : Epoch 1618 | loss: 0.0311905 | val_loss: 0.0312093 | Time: 2731.15 ms
[2022-02-10 00:17:54 main:574] : INFO : Epoch 1619 | loss: 0.031189 | val_loss: 0.0312088 | Time: 2713.95 ms
[2022-02-10 00:17:56 main:574] : INFO : Epoch 1620 | loss: 0.0311913 | val_loss: 0.0312086 | Time: 2678.99 ms
[2022-02-10 00:17:59 main:574] : INFO : Epoch 1621 | loss: 0.031191 | val_loss: 0.0312053 | Time: 2703.45 ms
[2022-02-10 00:18:02 main:574] : INFO : Epoch 1622 | loss: 0.0311901 | val_loss: 0.0312054 | Time: 2890.02 ms
[2022-02-10 00:18:05 main:574] : INFO : Epoch 1623 | loss: 0.0311898 | val_loss: 0.031208 | Time: 2713.04 ms
[2022-02-10 00:18:08 main:574] : INFO : Epoch 1624 | loss: 0.0311912 | val_loss: 0.0312111 | Time: 2783.96 ms
[2022-02-10 00:18:10 main:574] : INFO : Epoch 1625 | loss: 0.0311906 | val_loss: 0.0312064 | Time: 2744.57 ms
[2022-02-10 00:18:13 main:574] : INFO : Epoch 1626 | loss: 0.0311886 | val_loss: 0.0312061 | Time: 2763.84 ms
[2022-02-10 00:18:16 main:574] : INFO : Epoch 1627 | loss: 0.0311916 | val_loss: 0.0312052 | Time: 2859.93 ms
[2022-02-10 00:18:19 main:574] : INFO : Epoch 1628 | loss: 0.0311927 | val_loss: 0.0312084 | Time: 2636.59 ms
[2022-02-10 00:18:22 main:574] : INFO : Epoch 1629 | loss: 0.0311886 | val_loss: 0.0312055 | Time: 2950.76 ms
[2022-02-10 00:18:23 main:574] : INFO : Epoch 1630 | loss: 0.0311898 | val_loss: 0.0312049 | Time: 1452.8 ms
[2022-02-10 00:18:25 main:574] : INFO : Epoch 1631 | loss: 0.0311934 | val_loss: 0.0312084 | Time: 1739.21 ms
[2022-02-10 00:18:28 main:574] : INFO : Epoch 1632 | loss: 0.0311933 | val_loss: 0.031205 | Time: 2738.75 ms
[2022-02-10 00:18:30 main:574] : INFO : Epoch 1633 | loss: 0.0311894 | val_loss: 0.0312068 | Time: 2760.29 ms
[2022-02-10 00:18:33 main:574] : INFO : Epoch 1634 | loss: 0.031189 | val_loss: 0.031208 | Time: 2831.66 ms
[2022-02-10 00:18:36 main:574] : INFO : Epoch 1635 | loss: 0.0311885 | val_loss: 0.0312102 | Time: 2737.06 ms
[2022-02-10 00:18:39 main:574] : INFO : Epoch 1636 | loss: 0.031189 | val_loss: 0.0312035 | Time: 2723.66 ms
[2022-02-10 00:18:41 main:574] : INFO : Epoch 1637 | loss: 0.0311875 | val_loss: 0.031205 | Time: 2755.08 ms
[2022-02-10 00:18:44 main:574] : INFO : Epoch 1638 | loss: 0.0311894 | val_loss: 0.0312051 | Time: 2710.68 ms
[2022-02-10 00:18:47 main:574] : INFO : Epoch 1639 | loss: 0.0311876 | val_loss: 0.0312079 | Time: 2803.61 ms
[2022-02-10 00:18:50 main:574] : INFO : Epoch 1640 | loss: 0.0311876 | val_loss: 0.0312067 | Time: 2706.73 ms
[2022-02-10 00:18:52 main:574] : INFO : Epoch 1641 | loss: 0.0311904 | val_loss: 0.0312077 | Time: 2737.68 ms
[2022-02-10 00:18:55 main:574] : INFO : Epoch 1642 | loss: 0.0311904 | val_loss: 0.0312104 | Time: 2840.72 ms
[2022-02-10 00:18:58 main:574] : INFO : Epoch 1643 | loss: 0.03119 | val_loss: 0.0312063 | Time: 2702.38 ms
[2022-02-10 00:19:01 main:574] : INFO : Epoch 1644 | loss: 0.0311897 | val_loss: 0.0312061 | Time: 2727.74 ms
[2022-02-10 00:19:03 main:574] : INFO : Epoch 1645 | loss: 0.0311885 | val_loss: 0.0312076 | Time: 2697.64 ms
[2022-02-10 00:19:06 main:574] : INFO : Epoch 1646 | loss: 0.0311899 | val_loss: 0.0312058 | Time: 2729.89 ms
[2022-02-10 00:19:09 main:574] : INFO : Epoch 1647 | loss: 0.0311892 | val_loss: 0.0312082 | Time: 2792.55 ms
[2022-02-10 00:19:12 main:574] : INFO : Epoch 1648 | loss: 0.0311884 | val_loss: 0.0312083 | Time: 2674.93 ms
[2022-02-10 00:19:14 main:574] : INFO : Epoch 1649 | loss: 0.031188 | val_loss: 0.0312043 | Time: 2738.68 ms
[2022-02-10 00:19:17 main:574] : INFO : Epoch 1650 | loss: 0.0311874 | val_loss: 0.0312072 | Time: 2783.7 ms
[2022-02-10 00:19:20 main:574] : INFO : Epoch 1651 | loss: 0.0311903 | val_loss: 0.0312074 | Time: 2709.12 ms
[2022-02-10 00:19:23 main:574] : INFO : Epoch 1652 | loss: 0.0311887 | val_loss: 0.0312087 | Time: 2774.44 ms
[2022-02-10 00:19:25 main:574] : INFO : Epoch 1653 | loss: 0.0311893 | val_loss: 0.0312082 | Time: 2677.95 ms
[2022-02-10 00:19:28 main:574] : INFO : Epoch 1654 | loss: 0.0311886 | val_loss: 0.0312064 | Time: 2721.07 ms
[2022-02-10 00:19:31 main:574] : INFO : Epoch 1655 | loss: 0.0311871 | val_loss: 0.031206 | Time: 2731.8 ms
[2022-02-10 00:19:33 main:574] : INFO : Epoch 1656 | loss: 0.0311874 | val_loss: 0.0312053 | Time: 2701 ms
[2022-02-10 00:19:37 main:574] : INFO : Epoch 1657 | loss: 0.0311872 | val_loss: 0.0312083 | Time: 3443.95 ms
[2022-02-10 00:19:40 main:574] : INFO : Epoch 1658 | loss: 0.0311866 | val_loss: 0.0312077 | Time: 2694.56 ms
[2022-02-10 00:19:42 main:574] : INFO : Epoch 1659 | loss: 0.0311888 | val_loss: 0.0312079 | Time: 2706.57 ms
[2022-02-10 00:19:45 main:574] : INFO : Epoch 1660 | loss: 0.0311899 | val_loss: 0.0312062 | Time: 2695.94 ms
[2022-02-10 00:19:48 main:574] : INFO : Epoch 1661 | loss: 0.0311869 | val_loss: 0.031206 | Time: 2711.5 ms
[2022-02-10 00:19:50 main:574] : INFO : Epoch 1662 | loss: 0.0311865 | val_loss: 0.0312041 | Time: 2752.72 ms
[2022-02-10 00:19:53 main:574] : INFO : Epoch 1663 | loss: 0.0311855 | val_loss: 0.0312057 | Time: 2688.96 ms
[2022-02-10 00:19:56 main:574] : INFO : Epoch 1664 | loss: 0.0311852 | val_loss: 0.0312039 | Time: 2752.84 ms
[2022-02-10 00:19:59 main:574] : INFO : Epoch 1665 | loss: 0.0311855 | val_loss: 0.0312072 | Time: 2819.18 ms
[2022-02-10 00:20:01 main:574] : INFO : Epoch 1666 | loss: 0.0311854 | val_loss: 0.031205 | Time: 2666.8 ms
[2022-02-10 00:20:04 main:574] : INFO : Epoch 1667 | loss: 0.0311869 | val_loss: 0.0312095 | Time: 2742.46 ms
[2022-02-10 00:20:07 main:574] : INFO : Epoch 1668 | loss: 0.031188 | val_loss: 0.0312053 | Time: 2725.59 ms
[2022-02-10 00:20:10 main:574] : INFO : Epoch 1669 | loss: 0.0311906 | val_loss: 0.0312116 | Time: 2743.49 ms
[2022-02-10 00:20:12 main:574] : INFO : Epoch 1670 | loss: 0.0311949 | val_loss: 0.0312061 | Time: 2766.73 ms
[2022-02-10 00:20:15 main:574] : INFO : Epoch 1671 | loss: 0.0311925 | val_loss: 0.031208 | Time: 2727.4 ms
[2022-02-10 00:20:18 main:574] : INFO : Epoch 1672 | loss: 0.0311903 | val_loss: 0.0312088 | Time: 2731.3 ms
[2022-02-10 00:20:21 main:574] : INFO : Epoch 1673 | loss: 0.0311884 | val_loss: 0.0312044 | Time: 2746.22 ms
[2022-02-10 00:20:23 main:574] : INFO : Epoch 1674 | loss: 0.0311878 | val_loss: 0.0312056 | Time: 2735.14 ms
[2022-02-10 00:20:26 main:574] : INFO : Epoch 1675 | loss: 0.0311876 | val_loss: 0.0312042 | Time: 2757.94 ms
[2022-02-10 00:20:29 main:574] : INFO : Epoch 1676 | loss: 0.0311864 | val_loss: 0.031203 | Time: 2713.01 ms
[2022-02-10 00:20:32 main:574] : INFO : Epoch 1677 | loss: 0.0311852 | val_loss: 0.0312049 | Time: 2728.86 ms
[2022-02-10 00:20:34 main:574] : INFO : Epoch 1678 | loss: 0.0311848 | val_loss: 0.0312035 | Time: 2850.91 ms
[2022-02-10 00:20:37 main:574] : INFO : Epoch 1679 | loss: 0.0311855 | val_loss: 0.0312054 | Time: 2610.71 ms
[2022-02-10 00:20:40 main:574] : INFO : Epoch 1680 | loss: 0.0311859 | val_loss: 0.0312034 | Time: 2788.4 ms
[2022-02-10 00:20:43 main:574] : INFO : Epoch 1681 | loss: 0.0311875 | val_loss: 0.0312085 | Time: 2789.17 ms
[2022-02-10 00:20:45 main:574] : INFO : Epoch 1682 | loss: 0.0311877 | val_loss: 0.031207 | Time: 2718.65 ms
[2022-02-10 00:20:48 main:574] : INFO : Epoch 1683 | loss: 0.031188 | val_loss: 0.0312113 | Time: 2676.03 ms
[2022-02-10 00:20:51 main:574] : INFO : Epoch 1684 | loss: 0.0311881 | val_loss: 0.0312063 | Time: 2700.67 ms
[2022-02-10 00:20:53 main:574] : INFO : Epoch 1685 | loss: 0.0311868 | val_loss: 0.0312075 | Time: 2742.38 ms
[2022-02-10 00:20:56 main:574] : INFO : Epoch 1686 | loss: 0.0311856 | val_loss: 0.0312059 | Time: 2766.98 ms
[2022-02-10 00:20:59 main:574] : INFO : Epoch 1687 | loss: 0.0311846 | val_loss: 0.0312049 | Time: 2710.09 ms
[2022-02-10 00:21:02 main:574] : INFO : Epoch 1688 | loss: 0.0311852 | val_loss: 0.0312057 | Time: 2769.61 ms
[2022-02-10 00:21:04 main:574] : INFO : Epoch 1689 | loss: 0.0311841 | val_loss: 0.0312069 | Time: 2701.23 ms
[2022-02-10 00:21:07 main:574] : INFO : Epoch 1690 | loss: 0.0311833 | val_loss: 0.0312057 | Time: 2767.72 ms
[2022-02-10 00:21:10 main:574] : INFO : Epoch 1691 | loss: 0.031185 | val_loss: 0.0312103 | Time: 2814.37 ms
[2022-02-10 00:21:13 main:574] : INFO : Epoch 1692 | loss: 0.0311861 | val_loss: 0.0312062 | Time: 2721.8 ms
[2022-02-10 00:21:15 main:574] : INFO : Epoch 1693 | loss: 0.031183 | val_loss: 0.0312064 | Time: 2777.48 ms
[2022-02-10 00:21:18 main:574] : INFO : Epoch 1694 | loss: 0.0311832 | val_loss: 0.0312049 | Time: 2766.5 ms
[2022-02-10 00:21:21 main:574] : INFO : Epoch 1695 | loss: 0.0311873 | val_loss: 0.0312044 | Time: 2703.72 ms
[2022-02-10 00:21:24 main:574] : INFO : Epoch 1696 | loss: 0.031189 | val_loss: 0.031205 | Time: 2817.16 ms
[2022-02-10 00:21:27 main:574] : INFO : Epoch 1697 | loss: 0.0311895 | val_loss: 0.03121 | Time: 2709.38 ms
[2022-02-10 00:21:29 main:574] : INFO : Epoch 1698 | loss: 0.031189 | val_loss: 0.0312068 | Time: 2729.34 ms
[2022-02-10 00:21:32 main:574] : INFO : Epoch 1699 | loss: 0.0311889 | val_loss: 0.0312089 | Time: 2701.23 ms
[2022-02-10 00:21:35 main:574] : INFO : Epoch 1700 | loss: 0.0311866 | val_loss: 0.0312088 | Time: 2718 ms
[2022-02-10 00:21:37 main:574] : INFO : Epoch 1701 | loss: 0.0311884 | val_loss: 0.031209 | Time: 2773.95 ms
[2022-02-10 00:21:40 main:574] : INFO : Epoch 1702 | loss: 0.0311883 | val_loss: 0.0312075 | Time: 2677.9 ms
[2022-02-10 00:21:43 main:574] : INFO : Epoch 1703 | loss: 0.0311887 | val_loss: 0.0312176 | Time: 2740.75 ms
[2022-02-10 00:21:46 main:574] : INFO : Epoch 1704 | loss: 0.0311903 | val_loss: 0.0312064 | Time: 2789.63 ms
[2022-02-10 00:21:48 main:574] : INFO : Epoch 1705 | loss: 0.0311886 | val_loss: 0.0312055 | Time: 2732.55 ms
[2022-02-10 00:21:51 main:574] : INFO : Epoch 1706 | loss: 0.031187 | val_loss: 0.0312056 | Time: 2774.73 ms
[2022-02-10 00:21:54 main:574] : INFO : Epoch 1707 | loss: 0.0311873 | val_loss: 0.0312063 | Time: 2769.88 ms
[2022-02-10 00:21:57 main:574] : INFO : Epoch 1708 | loss: 0.0311874 | val_loss: 0.0312044 | Time: 2744.89 ms
[2022-02-10 00:21:59 main:574] : INFO : Epoch 1709 | loss: 0.0311877 | val_loss: 0.0312067 | Time: 2772.82 ms
[2022-02-10 00:22:02 main:574] : INFO : Epoch 1710 | loss: 0.031187 | val_loss: 0.0312048 | Time: 2677.2 ms
[2022-02-10 00:22:05 main:574] : INFO : Epoch 1711 | loss: 0.0311889 | val_loss: 0.0312133 | Time: 2766.61 ms
[2022-02-10 00:22:08 main:574] : INFO : Epoch 1712 | loss: 0.0311895 | val_loss: 0.0312055 | Time: 2716.94 ms
[2022-02-10 00:22:10 main:574] : INFO : Epoch 1713 | loss: 0.0311878 | val_loss: 0.0312061 | Time: 2748.04 ms
[2022-02-10 00:22:13 main:574] : INFO : Epoch 1714 | loss: 0.0311887 | val_loss: 0.0312064 | Time: 2822.59 ms
[2022-02-10 00:22:16 main:574] : INFO : Epoch 1715 | loss: 0.0311878 | val_loss: 0.0312062 | Time: 2666.71 ms
[2022-02-10 00:22:19 main:574] : INFO : Epoch 1716 | loss: 0.0311873 | val_loss: 0.0312049 | Time: 2757.62 ms
[2022-02-10 00:22:21 main:574] : INFO : Epoch 1717 | loss: 0.0311869 | val_loss: 0.0312085 | Time: 2786.53 ms
[2022-02-10 00:22:24 main:574] : INFO : Epoch 1718 | loss: 0.0311874 | val_loss: 0.0312074 | Time: 2694.9 ms
[2022-02-10 00:22:27 main:574] : INFO : Epoch 1719 | loss: 0.0311852 | val_loss: 0.0312085 | Time: 2749.59 ms
[2022-02-10 00:22:30 main:574] : INFO : Epoch 1720 | loss: 0.0311851 | val_loss: 0.0312086 | Time: 2650.56 ms
[2022-02-10 00:22:32 main:574] : INFO : Epoch 1721 | loss: 0.031187 | val_loss: 0.0312089 | Time: 2764.63 ms
[2022-02-10 00:22:35 main:574] : INFO : Epoch 1722 | loss: 0.0311906 | val_loss: 0.0312057 | Time: 2730.14 ms
[2022-02-10 00:22:38 main:574] : INFO : Epoch 1723 | loss: 0.0311904 | val_loss: 0.0312064 | Time: 2732.32 ms
[2022-02-10 00:22:41 main:574] : INFO : Epoch 1724 | loss: 0.0311881 | val_loss: 0.0312043 | Time: 2766.65 ms
[2022-02-10 00:22:43 main:574] : INFO : Epoch 1725 | loss: 0.0311875 | val_loss: 0.0312053 | Time: 2701.27 ms
[2022-02-10 00:22:46 main:574] : INFO : Epoch 1726 | loss: 0.0311934 | val_loss: 0.0312088 | Time: 2747.16 ms
[2022-02-10 00:22:49 main:574] : INFO : Epoch 1727 | loss: 0.031193 | val_loss: 0.0312137 | Time: 2881.85 ms
[2022-02-10 00:22:52 main:574] : INFO : Epoch 1728 | loss: 0.0311903 | val_loss: 0.0312077 | Time: 2667.58 ms
[2022-02-10 00:22:54 main:574] : INFO : Epoch 1729 | loss: 0.0311903 | val_loss: 0.0312077 | Time: 2700.65 ms
[2022-02-10 00:22:57 main:574] : INFO : Epoch 1730 | loss: 0.0311888 | val_loss: 0.0312089 | Time: 2746.09 ms
[2022-02-10 00:23:00 main:574] : INFO : Epoch 1731 | loss: 0.0311882 | val_loss: 0.0312081 | Time: 2758.05 ms
[2022-02-10 00:23:03 main:574] : INFO : Epoch 1732 | loss: 0.0311863 | val_loss: 0.031208 | Time: 2850.76 ms
[2022-02-10 00:23:05 main:574] : INFO : Epoch 1733 | loss: 0.0311855 | val_loss: 0.0312091 | Time: 2666.14 ms
[2022-02-10 00:23:08 main:574] : INFO : Epoch 1734 | loss: 0.0311861 | val_loss: 0.0312058 | Time: 2578.02 ms
[2022-02-10 00:23:09 main:574] : INFO : Epoch 1735 | loss: 0.031184 | val_loss: 0.0312072 | Time: 1393.72 ms
[2022-02-10 00:23:12 main:574] : INFO : Epoch 1736 | loss: 0.0311847 | val_loss: 0.0312079 | Time: 2423.02 ms
[2022-02-10 00:23:15 main:574] : INFO : Epoch 1737 | loss: 0.0311837 | val_loss: 0.0312065 | Time: 2823.1 ms
[2022-02-10 00:23:17 main:574] : INFO : Epoch 1738 | loss: 0.0311855 | val_loss: 0.0312084 | Time: 2712.56 ms
[2022-02-10 00:23:20 main:574] : INFO : Epoch 1739 | loss: 0.0311837 | val_loss: 0.0312102 | Time: 2851.05 ms
[2022-02-10 00:23:23 main:574] : INFO : Epoch 1740 | loss: 0.0311864 | val_loss: 0.0312064 | Time: 2667.61 ms
[2022-02-10 00:23:26 main:574] : INFO : Epoch 1741 | loss: 0.0311853 | val_loss: 0.0312072 | Time: 2759.6 ms
[2022-02-10 00:23:28 main:574] : INFO : Epoch 1742 | loss: 0.0311846 | val_loss: 0.0312114 | Time: 2682.18 ms
[2022-02-10 00:23:31 main:574] : INFO : Epoch 1743 | loss: 0.0311877 | val_loss: 0.0312092 | Time: 2763.05 ms
[2022-02-10 00:23:34 main:574] : INFO : Epoch 1744 | loss: 0.031191 | val_loss: 0.03121 | Time: 2810.71 ms
[2022-02-10 00:23:37 main:574] : INFO : Epoch 1745 | loss: 0.0311917 | val_loss: 0.031204 | Time: 2705.92 ms
[2022-02-10 00:23:39 main:574] : INFO : Epoch 1746 | loss: 0.0311901 | val_loss: 0.0312091 | Time: 2709.8 ms
[2022-02-10 00:23:42 main:574] : INFO : Epoch 1747 | loss: 0.0311923 | val_loss: 0.0312169 | Time: 2759.87 ms
[2022-02-10 00:23:45 main:574] : INFO : Epoch 1748 | loss: 0.0311945 | val_loss: 0.0312071 | Time: 2687.7 ms
[2022-02-10 00:23:48 main:574] : INFO : Epoch 1749 | loss: 0.0311896 | val_loss: 0.0312078 | Time: 2758.76 ms
[2022-02-10 00:23:50 main:574] : INFO : Epoch 1750 | loss: 0.0311907 | val_loss: 0.0312057 | Time: 2733.99 ms
[2022-02-10 00:23:53 main:574] : INFO : Epoch 1751 | loss: 0.0311897 | val_loss: 0.0312045 | Time: 2740.96 ms
[2022-02-10 00:23:56 main:574] : INFO : Epoch 1752 | loss: 0.0311894 | val_loss: 0.031206 | Time: 2802.66 ms
[2022-02-10 00:23:58 main:574] : INFO : Epoch 1753 | loss: 0.0311894 | val_loss: 0.0312082 | Time: 2614.14 ms
[2022-02-10 00:24:01 main:574] : INFO : Epoch 1754 | loss: 0.0311903 | val_loss: 0.0312081 | Time: 2787.45 ms
[2022-02-10 00:24:04 main:574] : INFO : Epoch 1755 | loss: 0.0311884 | val_loss: 0.0312066 | Time: 2730.45 ms
[2022-02-10 00:24:07 main:574] : INFO : Epoch 1756 | loss: 0.0311879 | val_loss: 0.0312066 | Time: 2733.7 ms
[2022-02-10 00:24:09 main:574] : INFO : Epoch 1757 | loss: 0.0311888 | val_loss: 0.0312076 | Time: 2799.08 ms
[2022-02-10 00:24:12 main:574] : INFO : Epoch 1758 | loss: 0.0311875 | val_loss: 0.0312071 | Time: 2670.13 ms
[2022-02-10 00:24:15 main:574] : INFO : Epoch 1759 | loss: 0.0311904 | val_loss: 0.0312044 | Time: 2718.98 ms
[2022-02-10 00:24:18 main:574] : INFO : Epoch 1760 | loss: 0.0311909 | val_loss: 0.0312058 | Time: 2734.63 ms
[2022-02-10 00:24:20 main:574] : INFO : Epoch 1761 | loss: 0.031189 | val_loss: 0.0312035 | Time: 2721.22 ms
[2022-02-10 00:24:23 main:574] : INFO : Epoch 1762 | loss: 0.0311894 | val_loss: 0.0312056 | Time: 2763.41 ms
[2022-02-10 00:24:26 main:574] : INFO : Epoch 1763 | loss: 0.0311898 | val_loss: 0.0312071 | Time: 2706.71 ms
[2022-02-10 00:24:29 main:574] : INFO : Epoch 1764 | loss: 0.031191 | val_loss: 0.0312063 | Time: 2737.83 ms
[2022-02-10 00:24:31 main:574] : INFO : Epoch 1765 | loss: 0.0311883 | val_loss: 0.0312066 | Time: 2755.17 ms
[2022-02-10 00:24:35 main:574] : INFO : Epoch 1766 | loss: 0.0311887 | val_loss: 0.031205 | Time: 3338.97 ms
[2022-02-10 00:24:38 main:574] : INFO : Epoch 1767 | loss: 0.0311865 | val_loss: 0.0312073 | Time: 2828.56 ms
[2022-02-10 00:24:40 main:574] : INFO : Epoch 1768 | loss: 0.0311871 | val_loss: 0.0312038 | Time: 2654.62 ms
[2022-02-10 00:24:43 main:574] : INFO : Epoch 1769 | loss: 0.0311869 | val_loss: 0.0312042 | Time: 2719.93 ms
[2022-02-10 00:24:46 main:574] : INFO : Epoch 1770 | loss: 0.0311863 | val_loss: 0.0312052 | Time: 2816.5 ms
[2022-02-10 00:24:48 main:574] : INFO : Epoch 1771 | loss: 0.0311868 | val_loss: 0.0312117 | Time: 2672.73 ms
[2022-02-10 00:24:51 main:574] : INFO : Epoch 1772 | loss: 0.0311881 | val_loss: 0.0312068 | Time: 2770.52 ms
[2022-02-10 00:24:54 main:574] : INFO : Epoch 1773 | loss: 0.0311853 | val_loss: 0.0312058 | Time: 2715.17 ms
[2022-02-10 00:24:57 main:574] : INFO : Epoch 1774 | loss: 0.0311856 | val_loss: 0.0312038 | Time: 2716.68 ms
[2022-02-10 00:24:59 main:574] : INFO : Epoch 1775 | loss: 0.0311853 | val_loss: 0.0312068 | Time: 2839.58 ms
[2022-02-10 00:25:02 main:574] : INFO : Epoch 1776 | loss: 0.0311851 | val_loss: 0.0312052 | Time: 2723.82 ms
[2022-02-10 00:25:05 main:574] : INFO : Epoch 1777 | loss: 0.0311846 | val_loss: 0.0312048 | Time: 2798.34 ms
[2022-02-10 00:25:08 main:574] : INFO : Epoch 1778 | loss: 0.0311845 | val_loss: 0.0312058 | Time: 2738.4 ms
[2022-02-10 00:25:10 main:574] : INFO : Epoch 1779 | loss: 0.0311842 | val_loss: 0.0312052 | Time: 2703.47 ms
[2022-02-10 00:25:13 main:574] : INFO : Epoch 1780 | loss: 0.0311853 | val_loss: 0.0312054 | Time: 2790.73 ms
[2022-02-10 00:25:16 main:574] : INFO : Epoch 1781 | loss: 0.0311845 | val_loss: 0.0312065 | Time: 2723.04 ms
[2022-02-10 00:25:19 main:574] : INFO : Epoch 1782 | loss: 0.0311848 | val_loss: 0.0312064 | Time: 2728.44 ms
[2022-02-10 00:25:21 main:574] : INFO : Epoch 1783 | loss: 0.0311839 | val_loss: 0.0312045 | Time: 2740.29 ms
[2022-02-10 00:25:24 main:574] : INFO : Epoch 1784 | loss: 0.0311844 | val_loss: 0.0312064 | Time: 2723.72 ms
[2022-02-10 00:25:27 main:574] : INFO : Epoch 1785 | loss: 0.0311837 | val_loss: 0.031206 | Time: 2762.65 ms
[2022-02-10 00:25:30 main:574] : INFO : Epoch 1786 | loss: 0.031188 | val_loss: 0.0312065 | Time: 2709.94 ms
[2022-02-10 00:25:32 main:574] : INFO : Epoch 1787 | loss: 0.0311859 | val_loss: 0.0312057 | Time: 2514.39 ms
[2022-02-10 00:25:35 main:574] : INFO : Epoch 1788 | loss: 0.0311863 | val_loss: 0.0312074 | Time: 2805.84 ms
[2022-02-10 00:25:38 main:574] : INFO : Epoch 1789 | loss: 0.0311913 | val_loss: 0.0312219 | Time: 2713.3 ms
[2022-02-10 00:25:40 main:574] : INFO : Epoch 1790 | loss: 0.0311964 | val_loss: 0.0312125 | Time: 2754.14 ms
[2022-02-10 00:25:43 main:574] : INFO : Epoch 1791 | loss: 0.0311973 | val_loss: 0.0312179 | Time: 2682.65 ms
[2022-02-10 00:25:46 main:574] : INFO : Epoch 1792 | loss: 0.0312404 | val_loss: 0.0324747 | Time: 2704.81 ms
[2022-02-10 00:25:49 main:574] : INFO : Epoch 1793 | loss: 0.0346488 | val_loss: 0.0322371 | Time: 2811.32 ms
[2022-02-10 00:25:51 main:574] : INFO : Epoch 1794 | loss: 0.0327685 | val_loss: 0.0316308 | Time: 2697.51 ms
[2022-02-10 00:25:54 main:574] : INFO : Epoch 1795 | loss: 0.031494 | val_loss: 0.0312904 | Time: 2734.19 ms
[2022-02-10 00:25:57 main:574] : INFO : Epoch 1796 | loss: 0.0312786 | val_loss: 0.031242 | Time: 2738.23 ms
[2022-02-10 00:26:00 main:574] : INFO : Epoch 1797 | loss: 0.0312313 | val_loss: 0.0312241 | Time: 2748.49 ms
[2022-02-10 00:26:02 main:574] : INFO : Epoch 1798 | loss: 0.0312136 | val_loss: 0.0312138 | Time: 2835.13 ms
[2022-02-10 00:26:05 main:574] : INFO : Epoch 1799 | loss: 0.0312039 | val_loss: 0.0312109 | Time: 2680.78 ms
[2022-02-10 00:26:08 main:574] : INFO : Epoch 1800 | loss: 0.0312016 | val_loss: 0.0312087 | Time: 2730.92 ms
[2022-02-10 00:26:11 main:574] : INFO : Epoch 1801 | loss: 0.0312003 | val_loss: 0.0312099 | Time: 2816.61 ms
[2022-02-10 00:26:13 main:574] : INFO : Epoch 1802 | loss: 0.0311995 | val_loss: 0.0312095 | Time: 2686.68 ms
[2022-02-10 00:26:16 main:574] : INFO : Epoch 1803 | loss: 0.0311991 | val_loss: 0.0312089 | Time: 2778.59 ms
[2022-02-10 00:26:19 main:574] : INFO : Epoch 1804 | loss: 0.0311989 | val_loss: 0.0312106 | Time: 2740.81 ms
[2022-02-10 00:26:22 main:574] : INFO : Epoch 1805 | loss: 0.031198 | val_loss: 0.0312085 | Time: 2722.53 ms
[2022-02-10 00:26:24 main:574] : INFO : Epoch 1806 | loss: 0.0311971 | val_loss: 0.0312072 | Time: 2833.81 ms
[2022-02-10 00:26:27 main:574] : INFO : Epoch 1807 | loss: 0.0311962 | val_loss: 0.0312067 | Time: 2656.87 ms
[2022-02-10 00:26:30 main:574] : INFO : Epoch 1808 | loss: 0.031196 | val_loss: 0.0312063 | Time: 2767.99 ms
[2022-02-10 00:26:33 main:574] : INFO : Epoch 1809 | loss: 0.0311961 | val_loss: 0.0312065 | Time: 2775.89 ms
[2022-02-10 00:26:35 main:574] : INFO : Epoch 1810 | loss: 0.0311961 | val_loss: 0.0312068 | Time: 2743.62 ms
[2022-02-10 00:26:38 main:574] : INFO : Epoch 1811 | loss: 0.0311955 | val_loss: 0.0312057 | Time: 2834.03 ms
[2022-02-10 00:26:41 main:574] : INFO : Epoch 1812 | loss: 0.0311944 | val_loss: 0.0312062 | Time: 2690.2 ms
[2022-02-10 00:26:44 main:574] : INFO : Epoch 1813 | loss: 0.0311952 | val_loss: 0.0312082 | Time: 2740.97 ms
[2022-02-10 00:26:46 main:574] : INFO : Epoch 1814 | loss: 0.031195 | val_loss: 0.0312063 | Time: 2683.76 ms
[2022-02-10 00:26:49 main:574] : INFO : Epoch 1815 | loss: 0.031194 | val_loss: 0.0312051 | Time: 2720.35 ms
[2022-02-10 00:26:52 main:574] : INFO : Epoch 1816 | loss: 0.0311939 | val_loss: 0.0312055 | Time: 2896.23 ms
[2022-02-10 00:26:55 main:574] : INFO : Epoch 1817 | loss: 0.0311939 | val_loss: 0.031204 | Time: 2739.38 ms
[2022-02-10 00:26:57 main:574] : INFO : Epoch 1818 | loss: 0.0311928 | val_loss: 0.0312053 | Time: 2699.56 ms
[2022-02-10 00:27:00 main:574] : INFO : Epoch 1819 | loss: 0.0311927 | val_loss: 0.0312053 | Time: 2699.47 ms
[2022-02-10 00:27:03 main:574] : INFO : Epoch 1820 | loss: 0.0311924 | val_loss: 0.031206 | Time: 2719.43 ms
[2022-02-10 00:27:06 main:574] : INFO : Epoch 1821 | loss: 0.0311933 | val_loss: 0.0312049 | Time: 2746.84 ms
[2022-02-10 00:27:08 main:574] : INFO : Epoch 1822 | loss: 0.0311921 | val_loss: 0.0312053 | Time: 2775.13 ms
[2022-02-10 00:27:11 main:574] : INFO : Epoch 1823 | loss: 0.0311923 | val_loss: 0.0312051 | Time: 2722 ms
[2022-02-10 00:27:14 main:574] : INFO : Epoch 1824 | loss: 0.031192 | val_loss: 0.031206 | Time: 2753.39 ms
[2022-02-10 00:27:17 main:574] : INFO : Epoch 1825 | loss: 0.0311917 | val_loss: 0.0312043 | Time: 2660.31 ms
[2022-02-10 00:27:19 main:574] : INFO : Epoch 1826 | loss: 0.0311914 | val_loss: 0.0312044 | Time: 2750.86 ms
[2022-02-10 00:27:22 main:574] : INFO : Epoch 1827 | loss: 0.031191 | val_loss: 0.0312044 | Time: 2703.72 ms
[2022-02-10 00:27:25 main:574] : INFO : Epoch 1828 | loss: 0.031191 | val_loss: 0.0312062 | Time: 2747.72 ms
[2022-02-10 00:27:28 main:574] : INFO : Epoch 1829 | loss: 0.0311911 | val_loss: 0.0312052 | Time: 2746.75 ms
[2022-02-10 00:27:30 main:574] : INFO : Epoch 1830 | loss: 0.0311912 | val_loss: 0.0312053 | Time: 2693.11 ms
[2022-02-10 00:27:33 main:574] : INFO : Epoch 1831 | loss: 0.0311905 | val_loss: 0.0312047 | Time: 2769.04 ms
[2022-02-10 00:27:36 main:574] : INFO : Epoch 1832 | loss: 0.0311908 | val_loss: 0.0312051 | Time: 2749.82 ms
[2022-02-10 00:27:39 main:574] : INFO : Epoch 1833 | loss: 0.0311913 | val_loss: 0.0312035 | Time: 2722.05 ms
[2022-02-10 00:27:41 main:574] : INFO : Epoch 1834 | loss: 0.0311924 | val_loss: 0.0312042 | Time: 2866.04 ms
[2022-02-10 00:27:44 main:574] : INFO : Epoch 1835 | loss: 0.0311908 | val_loss: 0.0312055 | Time: 2694.71 ms
[2022-02-10 00:27:47 main:574] : INFO : Epoch 1836 | loss: 0.0311913 | val_loss: 0.0312037 | Time: 2711.68 ms
[2022-02-10 00:27:50 main:574] : INFO : Epoch 1837 | loss: 0.0311905 | val_loss: 0.0312047 | Time: 2817.65 ms
[2022-02-10 00:27:53 main:574] : INFO : Epoch 1838 | loss: 0.0311901 | val_loss: 0.031203 | Time: 3123.76 ms
[2022-02-10 00:27:54 main:574] : INFO : Epoch 1839 | loss: 0.0311893 | val_loss: 0.0312033 | Time: 1384.65 ms
[2022-02-10 00:27:56 main:574] : INFO : Epoch 1840 | loss: 0.0311911 | val_loss: 0.031204 | Time: 1515.95 ms
[2022-02-10 00:27:58 main:574] : INFO : Epoch 1841 | loss: 0.0311904 | val_loss: 0.031203 | Time: 2740.03 ms
[2022-02-10 00:28:01 main:574] : INFO : Epoch 1842 | loss: 0.0311892 | val_loss: 0.0312031 | Time: 2717.29 ms
[2022-02-10 00:28:04 main:574] : INFO : Epoch 1843 | loss: 0.031189 | val_loss: 0.0312033 | Time: 2744.2 ms
[2022-02-10 00:28:07 main:574] : INFO : Epoch 1844 | loss: 0.0311889 | val_loss: 0.0312026 | Time: 2817.09 ms
[2022-02-10 00:28:09 main:574] : INFO : Epoch 1845 | loss: 0.0311884 | val_loss: 0.0312026 | Time: 2689.6 ms
[2022-02-10 00:28:12 main:574] : INFO : Epoch 1846 | loss: 0.0311884 | val_loss: 0.031203 | Time: 2794 ms
[2022-02-10 00:28:15 main:574] : INFO : Epoch 1847 | loss: 0.0311883 | val_loss: 0.0312026 | Time: 2820.86 ms
[2022-02-10 00:28:18 main:574] : INFO : Epoch 1848 | loss: 0.0311886 | val_loss: 0.0312042 | Time: 2728.64 ms
[2022-02-10 00:28:21 main:574] : INFO : Epoch 1849 | loss: 0.0311896 | val_loss: 0.0312038 | Time: 2796.26 ms
[2022-02-10 00:28:23 main:574] : INFO : Epoch 1850 | loss: 0.0311893 | val_loss: 0.0312022 | Time: 2680.05 ms
[2022-02-10 00:28:26 main:574] : INFO : Epoch 1851 | loss: 0.0311886 | val_loss: 0.031204 | Time: 2742.54 ms
[2022-02-10 00:28:29 main:574] : INFO : Epoch 1852 | loss: 0.0311896 | val_loss: 0.0312033 | Time: 2777.82 ms
[2022-02-10 00:28:32 main:574] : INFO : Epoch 1853 | loss: 0.0311876 | val_loss: 0.0312017 | Time: 2725.96 ms
[2022-02-10 00:28:34 main:574] : INFO : Epoch 1854 | loss: 0.0311886 | val_loss: 0.0312024 | Time: 2859.27 ms
[2022-02-10 00:28:37 main:574] : INFO : Epoch 1855 | loss: 0.0311879 | val_loss: 0.0312034 | Time: 2723.67 ms
[2022-02-10 00:28:40 main:574] : INFO : Epoch 1856 | loss: 0.0311891 | val_loss: 0.0312042 | Time: 2729.7 ms
[2022-02-10 00:28:43 main:574] : INFO : Epoch 1857 | loss: 0.0311895 | val_loss: 0.0312015 | Time: 2744.98 ms
[2022-02-10 00:28:45 main:574] : INFO : Epoch 1858 | loss: 0.0311874 | val_loss: 0.0312012 | Time: 2733.38 ms
[2022-02-10 00:28:48 main:574] : INFO : Epoch 1859 | loss: 0.0311869 | val_loss: 0.0312026 | Time: 2746.51 ms
[2022-02-10 00:28:51 main:574] : INFO : Epoch 1860 | loss: 0.0311875 | val_loss: 0.0312083 | Time: 2745.4 ms
[2022-02-10 00:28:54 main:574] : INFO : Epoch 1861 | loss: 0.0311903 | val_loss: 0.0312029 | Time: 2711.52 ms
[2022-02-10 00:28:56 main:574] : INFO : Epoch 1862 | loss: 0.0311886 | val_loss: 0.0312025 | Time: 2853.12 ms
[2022-02-10 00:28:59 main:574] : INFO : Epoch 1863 | loss: 0.0311882 | val_loss: 0.0312037 | Time: 2700.8 ms
[2022-02-10 00:29:02 main:574] : INFO : Epoch 1864 | loss: 0.0311873 | val_loss: 0.0312045 | Time: 2759.03 ms
[2022-02-10 00:29:05 main:574] : INFO : Epoch 1865 | loss: 0.0311879 | val_loss: 0.0312037 | Time: 2756.23 ms
[2022-02-10 00:29:07 main:574] : INFO : Epoch 1866 | loss: 0.0311883 | val_loss: 0.031203 | Time: 2754.48 ms
[2022-02-10 00:29:10 main:574] : INFO : Epoch 1867 | loss: 0.0311887 | val_loss: 0.0312063 | Time: 2756.24 ms
[2022-02-10 00:29:13 main:574] : INFO : Epoch 1868 | loss: 0.0311885 | val_loss: 0.0312032 | Time: 2658.38 ms
[2022-02-10 00:29:16 main:574] : INFO : Epoch 1869 | loss: 0.0311877 | val_loss: 0.031203 | Time: 2756.16 ms
[2022-02-10 00:29:18 main:574] : INFO : Epoch 1870 | loss: 0.0311861 | val_loss: 0.0312029 | Time: 2808.35 ms
[2022-02-10 00:29:21 main:574] : INFO : Epoch 1871 | loss: 0.0311864 | val_loss: 0.0312019 | Time: 2752.58 ms
[2022-02-10 00:29:24 main:574] : INFO : Epoch 1872 | loss: 0.0311865 | val_loss: 0.0312032 | Time: 2770.39 ms
[2022-02-10 00:29:27 main:574] : INFO : Epoch 1873 | loss: 0.0311864 | val_loss: 0.0312024 | Time: 2704.09 ms
[2022-02-10 00:29:29 main:574] : INFO : Epoch 1874 | loss: 0.0311854 | val_loss: 0.031202 | Time: 2723.95 ms
[2022-02-10 00:29:33 main:574] : INFO : Epoch 1875 | loss: 0.0311849 | val_loss: 0.0312021 | Time: 3385.24 ms
[2022-02-10 00:29:36 main:574] : INFO : Epoch 1876 | loss: 0.0311856 | val_loss: 0.0312016 | Time: 2741.44 ms
[2022-02-10 00:29:38 main:574] : INFO : Epoch 1877 | loss: 0.0311869 | val_loss: 0.0312027 | Time: 2828.5 ms
[2022-02-10 00:29:41 main:574] : INFO : Epoch 1878 | loss: 0.0311877 | val_loss: 0.0312032 | Time: 2718.13 ms
[2022-02-10 00:29:44 main:574] : INFO : Epoch 1879 | loss: 0.0311866 | val_loss: 0.0312028 | Time: 2741.69 ms
[2022-02-10 00:29:47 main:574] : INFO : Epoch 1880 | loss: 0.031186 | val_loss: 0.0312042 | Time: 2725.56 ms
[2022-02-10 00:29:49 main:574] : INFO : Epoch 1881 | loss: 0.0311861 | val_loss: 0.0312025 | Time: 2725.43 ms
[2022-02-10 00:29:52 main:574] : INFO : Epoch 1882 | loss: 0.0311863 | val_loss: 0.0312029 | Time: 2770.2 ms
[2022-02-10 00:29:55 main:574] : INFO : Epoch 1883 | loss: 0.0311866 | val_loss: 0.0312027 | Time: 2681.67 ms
[2022-02-10 00:29:57 main:574] : INFO : Epoch 1884 | loss: 0.0311867 | val_loss: 0.0312017 | Time: 2758.44 ms
[2022-02-10 00:30:00 main:574] : INFO : Epoch 1885 | loss: 0.031186 | val_loss: 0.0312004 | Time: 2835.8 ms
[2022-02-10 00:30:03 main:574] : INFO : Epoch 1886 | loss: 0.0311859 | val_loss: 0.0312012 | Time: 2738.81 ms
[2022-02-10 00:30:06 main:574] : INFO : Epoch 1887 | loss: 0.0311858 | val_loss: 0.0312017 | Time: 2743.09 ms
[2022-02-10 00:30:09 main:574] : INFO : Epoch 1888 | loss: 0.0311846 | val_loss: 0.0312027 | Time: 2769.49 ms
[2022-02-10 00:30:11 main:574] : INFO : Epoch 1889 | loss: 0.031185 | val_loss: 0.0312013 | Time: 2719.88 ms
[2022-02-10 00:30:14 main:574] : INFO : Epoch 1890 | loss: 0.0311883 | val_loss: 0.0312067 | Time: 2858.33 ms
[2022-02-10 00:30:17 main:574] : INFO : Epoch 1891 | loss: 0.0311894 | val_loss: 0.0312033 | Time: 2498.83 ms
[2022-02-10 00:30:19 main:574] : INFO : Epoch 1892 | loss: 0.0311884 | val_loss: 0.0312031 | Time: 2789.02 ms
[2022-02-10 00:30:22 main:574] : INFO : Epoch 1893 | loss: 0.0311893 | val_loss: 0.0312046 | Time: 2721.47 ms
[2022-02-10 00:30:25 main:574] : INFO : Epoch 1894 | loss: 0.0311876 | val_loss: 0.0312018 | Time: 2704.95 ms
[2022-02-10 00:30:28 main:574] : INFO : Epoch 1895 | loss: 0.0311869 | val_loss: 0.0312022 | Time: 2760.86 ms
[2022-02-10 00:30:30 main:574] : INFO : Epoch 1896 | loss: 0.0311859 | val_loss: 0.0312024 | Time: 2680.57 ms
[2022-02-10 00:30:33 main:574] : INFO : Epoch 1897 | loss: 0.0311858 | val_loss: 0.0312031 | Time: 2774.96 ms
[2022-02-10 00:30:36 main:574] : INFO : Epoch 1898 | loss: 0.0311862 | val_loss: 0.0312005 | Time: 2792.56 ms
[2022-02-10 00:30:39 main:574] : INFO : Epoch 1899 | loss: 0.0311869 | val_loss: 0.0312018 | Time: 2721.68 ms
[2022-02-10 00:30:41 main:574] : INFO : Epoch 1900 | loss: 0.0311866 | val_loss: 0.031202 | Time: 2795.79 ms
[2022-02-10 00:30:44 main:574] : INFO : Epoch 1901 | loss: 0.0311855 | val_loss: 0.0312027 | Time: 2702.28 ms
[2022-02-10 00:30:47 main:574] : INFO : Epoch 1902 | loss: 0.0311867 | val_loss: 0.0312059 | Time: 2718 ms
[2022-02-10 00:30:50 main:574] : INFO : Epoch 1903 | loss: 0.0311861 | val_loss: 0.031203 | Time: 2822.32 ms
[2022-02-10 00:30:52 main:574] : INFO : Epoch 1904 | loss: 0.0311871 | val_loss: 0.0312018 | Time: 2641.26 ms
[2022-02-10 00:30:55 main:574] : INFO : Epoch 1905 | loss: 0.0311872 | val_loss: 0.0312025 | Time: 2714.43 ms
[2022-02-10 00:30:58 main:574] : INFO : Epoch 1906 | loss: 0.0311878 | val_loss: 0.0312021 | Time: 2732.18 ms
[2022-02-10 00:31:01 main:574] : INFO : Epoch 1907 | loss: 0.0311864 | val_loss: 0.031203 | Time: 2718.16 ms
[2022-02-10 00:31:03 main:574] : INFO : Epoch 1908 | loss: 0.0311867 | val_loss: 0.0312058 | Time: 2807.67 ms
[2022-02-10 00:31:06 main:574] : INFO : Epoch 1909 | loss: 0.0311887 | val_loss: 0.0312026 | Time: 2682.43 ms
[2022-02-10 00:31:09 main:574] : INFO : Epoch 1910 | loss: 0.0311872 | val_loss: 0.0312022 | Time: 2731.26 ms
[2022-02-10 00:31:12 main:574] : INFO : Epoch 1911 | loss: 0.0311873 | val_loss: 0.0312008 | Time: 2743.92 ms
[2022-02-10 00:31:14 main:574] : INFO : Epoch 1912 | loss: 0.0311872 | val_loss: 0.0312016 | Time: 2723.37 ms
[2022-02-10 00:31:17 main:574] : INFO : Epoch 1913 | loss: 0.0311873 | val_loss: 0.0312035 | Time: 2753.31 ms
[2022-02-10 00:31:20 main:574] : INFO : Epoch 1914 | loss: 0.0311894 | val_loss: 0.0312062 | Time: 2695.35 ms
[2022-02-10 00:31:22 main:574] : INFO : Epoch 1915 | loss: 0.0311872 | val_loss: 0.0312004 | Time: 2751.82 ms
[2022-02-10 00:31:25 main:574] : INFO : Epoch 1916 | loss: 0.0311867 | val_loss: 0.0312019 | Time: 2841.47 ms
[2022-02-10 00:31:28 main:574] : INFO : Epoch 1917 | loss: 0.0311856 | val_loss: 0.0312035 | Time: 2610.22 ms
[2022-02-10 00:31:31 main:574] : INFO : Epoch 1918 | loss: 0.0311847 | val_loss: 0.0312032 | Time: 2819.61 ms
[2022-02-10 00:31:34 main:574] : INFO : Epoch 1919 | loss: 0.0311859 | val_loss: 0.0312037 | Time: 2765.1 ms
[2022-02-10 00:31:36 main:574] : INFO : Epoch 1920 | loss: 0.0311856 | val_loss: 0.0312067 | Time: 2771.33 ms
[2022-02-10 00:31:39 main:574] : INFO : Epoch 1921 | loss: 0.0311898 | val_loss: 0.0312017 | Time: 2798.53 ms
[2022-02-10 00:31:42 main:574] : INFO : Epoch 1922 | loss: 0.0311883 | val_loss: 0.031203 | Time: 2668.02 ms
[2022-02-10 00:31:45 main:574] : INFO : Epoch 1923 | loss: 0.0311875 | val_loss: 0.0312029 | Time: 2762.6 ms
[2022-02-10 00:31:47 main:574] : INFO : Epoch 1924 | loss: 0.0311865 | val_loss: 0.0312033 | Time: 2757.99 ms
[2022-02-10 00:31:50 main:574] : INFO : Epoch 1925 | loss: 0.0311863 | val_loss: 0.0312021 | Time: 2721.32 ms
[2022-02-10 00:31:53 main:574] : INFO : Epoch 1926 | loss: 0.0311859 | val_loss: 0.031206 | Time: 2903.71 ms
[2022-02-10 00:31:56 main:574] : INFO : Epoch 1927 | loss: 0.0311851 | val_loss: 0.0312009 | Time: 2663.28 ms
[2022-02-10 00:31:58 main:574] : INFO : Epoch 1928 | loss: 0.0311838 | val_loss: 0.0312008 | Time: 2789.22 ms
[2022-02-10 00:32:01 main:574] : INFO : Epoch 1929 | loss: 0.0311859 | val_loss: 0.0312058 | Time: 2767.25 ms
[2022-02-10 00:32:04 main:574] : INFO : Epoch 1930 | loss: 0.0311846 | val_loss: 0.0312041 | Time: 2711.95 ms
[2022-02-10 00:32:07 main:574] : INFO : Epoch 1931 | loss: 0.0311839 | val_loss: 0.0312028 | Time: 2837.18 ms
[2022-02-10 00:32:09 main:574] : INFO : Epoch 1932 | loss: 0.0311832 | val_loss: 0.0312018 | Time: 2717.3 ms
[2022-02-10 00:32:12 main:574] : INFO : Epoch 1933 | loss: 0.0311852 | val_loss: 0.0312054 | Time: 2743.59 ms
[2022-02-10 00:32:15 main:574] : INFO : Epoch 1934 | loss: 0.031186 | val_loss: 0.0312037 | Time: 2735.27 ms
[2022-02-10 00:32:18 main:574] : INFO : Epoch 1935 | loss: 0.0311866 | val_loss: 0.0312065 | Time: 2741.08 ms
[2022-02-10 00:32:20 main:574] : INFO : Epoch 1936 | loss: 0.031201 | val_loss: 0.0312089 | Time: 2788.82 ms
[2022-02-10 00:32:23 main:574] : INFO : Epoch 1937 | loss: 0.0312018 | val_loss: 0.0312091 | Time: 2719 ms
[2022-02-10 00:32:26 main:574] : INFO : Epoch 1938 | loss: 0.0311999 | val_loss: 0.0312071 | Time: 2723.19 ms
[2022-02-10 00:32:29 main:574] : INFO : Epoch 1939 | loss: 0.031199 | val_loss: 0.0312071 | Time: 2810.15 ms
[2022-02-10 00:32:31 main:574] : INFO : Epoch 1940 | loss: 0.0311973 | val_loss: 0.0312069 | Time: 2699.23 ms
[2022-02-10 00:32:34 main:574] : INFO : Epoch 1941 | loss: 0.0311972 | val_loss: 0.031205 | Time: 2725.95 ms
[2022-02-10 00:32:37 main:574] : INFO : Epoch 1942 | loss: 0.0311945 | val_loss: 0.0312056 | Time: 2721.85 ms
[2022-02-10 00:32:39 main:574] : INFO : Epoch 1943 | loss: 0.0311948 | val_loss: 0.0312034 | Time: 1779.65 ms
[2022-02-10 00:32:40 main:574] : INFO : Epoch 1944 | loss: 0.0311953 | val_loss: 0.0312044 | Time: 1339.73 ms
[2022-02-10 00:32:43 main:574] : INFO : Epoch 1945 | loss: 0.0311934 | val_loss: 0.031203 | Time: 2569.84 ms
[2022-02-10 00:32:45 main:574] : INFO : Epoch 1946 | loss: 0.0311934 | val_loss: 0.0312029 | Time: 2749.39 ms
[2022-02-10 00:32:48 main:574] : INFO : Epoch 1947 | loss: 0.031193 | val_loss: 0.0312032 | Time: 2713.35 ms
[2022-02-10 00:32:51 main:574] : INFO : Epoch 1948 | loss: 0.0311923 | val_loss: 0.0312026 | Time: 2763.62 ms
[2022-02-10 00:32:54 main:574] : INFO : Epoch 1949 | loss: 0.0311946 | val_loss: 0.0312086 | Time: 2775.32 ms
[2022-02-10 00:32:56 main:574] : INFO : Epoch 1950 | loss: 0.0311944 | val_loss: 0.0312029 | Time: 2709.34 ms
[2022-02-10 00:32:59 main:574] : INFO : Epoch 1951 | loss: 0.0311938 | val_loss: 0.0312029 | Time: 2747.01 ms
[2022-02-10 00:33:02 main:574] : INFO : Epoch 1952 | loss: 0.0311935 | val_loss: 0.0312025 | Time: 2724.1 ms
[2022-02-10 00:33:05 main:574] : INFO : Epoch 1953 | loss: 0.0311935 | val_loss: 0.0312051 | Time: 2736.46 ms
[2022-02-10 00:33:07 main:574] : INFO : Epoch 1954 | loss: 0.0311944 | val_loss: 0.0312051 | Time: 2857.61 ms
[2022-02-10 00:33:10 main:574] : INFO : Epoch 1955 | loss: 0.0311927 | val_loss: 0.0312042 | Time: 2655.73 ms
[2022-02-10 00:33:13 main:574] : INFO : Epoch 1956 | loss: 0.0311924 | val_loss: 0.0312058 | Time: 2748.16 ms
[2022-02-10 00:33:15 main:574] : INFO : Epoch 1957 | loss: 0.0311923 | val_loss: 0.0312083 | Time: 2715.27 ms
[2022-02-10 00:33:18 main:574] : INFO : Epoch 1958 | loss: 0.0311923 | val_loss: 0.0312045 | Time: 2692.05 ms
[2022-02-10 00:33:21 main:574] : INFO : Epoch 1959 | loss: 0.0311913 | val_loss: 0.0312041 | Time: 2904.6 ms
[2022-02-10 00:33:24 main:574] : INFO : Epoch 1960 | loss: 0.0311915 | val_loss: 0.0312039 | Time: 2717.86 ms
[2022-02-10 00:33:27 main:574] : INFO : Epoch 1961 | loss: 0.0311907 | val_loss: 0.0312051 | Time: 2748.41 ms
[2022-02-10 00:33:29 main:574] : INFO : Epoch 1962 | loss: 0.0311909 | val_loss: 0.0312031 | Time: 2757.31 ms
[2022-02-10 00:33:32 main:574] : INFO : Epoch 1963 | loss: 0.0311905 | val_loss: 0.0312045 | Time: 2755.35 ms
[2022-02-10 00:33:35 main:574] : INFO : Epoch 1964 | loss: 0.0311915 | val_loss: 0.0312031 | Time: 2759.55 ms
[2022-02-10 00:33:38 main:574] : INFO : Epoch 1965 | loss: 0.0311893 | val_loss: 0.0312024 | Time: 2684.68 ms
[2022-02-10 00:33:40 main:574] : INFO : Epoch 1966 | loss: 0.0311906 | val_loss: 0.0312048 | Time: 2722.44 ms
[2022-02-10 00:33:43 main:574] : INFO : Epoch 1967 | loss: 0.0311912 | val_loss: 0.0312059 | Time: 2684.31 ms
[2022-02-10 00:33:46 main:574] : INFO : Epoch 1968 | loss: 0.0311921 | val_loss: 0.0312052 | Time: 2702.88 ms
[2022-02-10 00:33:49 main:574] : INFO : Epoch 1969 | loss: 0.0311902 | val_loss: 0.0312051 | Time: 2820.19 ms
[2022-02-10 00:33:51 main:574] : INFO : Epoch 1970 | loss: 0.0311899 | val_loss: 0.0312041 | Time: 2717.47 ms
[2022-02-10 00:33:54 main:574] : INFO : Epoch 1971 | loss: 0.0311911 | val_loss: 0.0312027 | Time: 2755.47 ms
[2022-02-10 00:33:57 main:574] : INFO : Epoch 1972 | loss: 0.0311933 | val_loss: 0.0312047 | Time: 2914.17 ms
[2022-02-10 00:34:00 main:574] : INFO : Epoch 1973 | loss: 0.031191 | val_loss: 0.0312012 | Time: 2656.84 ms
[2022-02-10 00:34:02 main:574] : INFO : Epoch 1974 | loss: 0.0311906 | val_loss: 0.0312032 | Time: 2722.75 ms
[2022-02-10 00:34:05 main:574] : INFO : Epoch 1975 | loss: 0.0311912 | val_loss: 0.0312025 | Time: 2700.36 ms
[2022-02-10 00:34:08 main:574] : INFO : Epoch 1976 | loss: 0.0311884 | val_loss: 0.0312057 | Time: 2717.7 ms
[2022-02-10 00:34:11 main:574] : INFO : Epoch 1977 | loss: 0.0311902 | val_loss: 0.0312052 | Time: 2814.08 ms
[2022-02-10 00:34:13 main:574] : INFO : Epoch 1978 | loss: 0.0311884 | val_loss: 0.0312018 | Time: 2736.43 ms
[2022-02-10 00:34:16 main:574] : INFO : Epoch 1979 | loss: 0.0311877 | val_loss: 0.0312003 | Time: 2750.92 ms
[2022-02-10 00:34:19 main:574] : INFO : Epoch 1980 | loss: 0.0311902 | val_loss: 0.0312028 | Time: 2741.78 ms
[2022-02-10 00:34:22 main:574] : INFO : Epoch 1981 | loss: 0.0311883 | val_loss: 0.0312009 | Time: 2751.15 ms
[2022-02-10 00:34:24 main:574] : INFO : Epoch 1982 | loss: 0.0311875 | val_loss: 0.0312012 | Time: 2747.45 ms
[2022-02-10 00:34:27 main:574] : INFO : Epoch 1983 | loss: 0.0311893 | val_loss: 0.0312011 | Time: 2691.19 ms
[2022-02-10 00:34:30 main:574] : INFO : Epoch 1984 | loss: 0.0311894 | val_loss: 0.0312003 | Time: 3353.7 ms
[2022-02-10 00:34:33 main:574] : INFO : Epoch 1985 | loss: 0.0311873 | val_loss: 0.031201 | Time: 2793.22 ms
[2022-02-10 00:34:36 main:574] : INFO : Epoch 1986 | loss: 0.0311865 | val_loss: 0.0311997 | Time: 2750.13 ms
[2022-02-10 00:34:39 main:574] : INFO : Epoch 1987 | loss: 0.0311885 | val_loss: 0.0312022 | Time: 2822.23 ms
[2022-02-10 00:34:42 main:574] : INFO : Epoch 1988 | loss: 0.0311868 | val_loss: 0.0312018 | Time: 2714.27 ms
[2022-02-10 00:34:44 main:574] : INFO : Epoch 1989 | loss: 0.031186 | val_loss: 0.0312007 | Time: 2737.8 ms
[2022-02-10 00:34:47 main:574] : INFO : Epoch 1990 | loss: 0.0311886 | val_loss: 0.0312055 | Time: 2695.43 ms
[2022-02-10 00:34:50 main:574] : INFO : Epoch 1991 | loss: 0.0311918 | val_loss: 0.0312034 | Time: 2734.17 ms
[2022-02-10 00:34:52 main:574] : INFO : Epoch 1992 | loss: 0.0311912 | val_loss: 0.0312057 | Time: 2772.76 ms
[2022-02-10 00:34:55 main:574] : INFO : Epoch 1993 | loss: 0.0311905 | val_loss: 0.0312043 | Time: 2697.14 ms
[2022-02-10 00:34:58 main:574] : INFO : Epoch 1994 | loss: 0.0311897 | val_loss: 0.0312082 | Time: 2747.88 ms
[2022-02-10 00:35:01 main:574] : INFO : Epoch 1995 | loss: 0.031192 | val_loss: 0.0312019 | Time: 2768.46 ms
[2022-02-10 00:35:03 main:574] : INFO : Epoch 1996 | loss: 0.0311917 | val_loss: 0.0312033 | Time: 2500.84 ms
[2022-02-10 00:35:06 main:574] : INFO : Epoch 1997 | loss: 0.031193 | val_loss: 0.0312029 | Time: 2790.12 ms
[2022-02-10 00:35:09 main:574] : INFO : Epoch 1998 | loss: 0.0311926 | val_loss: 0.0311997 | Time: 2771.17 ms
[2022-02-10 00:35:11 main:574] : INFO : Epoch 1999 | loss: 0.0311912 | val_loss: 0.0312023 | Time: 2706.63 ms
[2022-02-10 00:35:14 main:574] : INFO : Epoch 2000 | loss: 0.0311898 | val_loss: 0.0312025 | Time: 2821.64 ms
[2022-02-10 00:35:17 main:574] : INFO : Epoch 2001 | loss: 0.0311899 | val_loss: 0.0312013 | Time: 2703.2 ms
[2022-02-10 00:35:20 main:574] : INFO : Epoch 2002 | loss: 0.031191 | val_loss: 0.031203 | Time: 2739.88 ms
[2022-02-10 00:35:22 main:574] : INFO : Epoch 2003 | loss: 0.0311904 | val_loss: 0.0312035 | Time: 2762.44 ms
[2022-02-10 00:35:25 main:574] : INFO : Epoch 2004 | loss: 0.0311899 | val_loss: 0.0312004 | Time: 2762.37 ms
[2022-02-10 00:35:28 main:574] : INFO : Epoch 2005 | loss: 0.0311895 | val_loss: 0.0312031 | Time: 2748.34 ms
[2022-02-10 00:35:31 main:574] : INFO : Epoch 2006 | loss: 0.0311902 | val_loss: 0.0312032 | Time: 2666.4 ms
[2022-02-10 00:35:33 main:574] : INFO : Epoch 2007 | loss: 0.0311898 | val_loss: 0.0312012 | Time: 2715.16 ms
[2022-02-10 00:35:36 main:574] : INFO : Epoch 2008 | loss: 0.0311904 | val_loss: 0.0312048 | Time: 2774.84 ms
[2022-02-10 00:35:39 main:574] : INFO : Epoch 2009 | loss: 0.031191 | val_loss: 0.0312018 | Time: 2737.38 ms
[2022-02-10 00:35:42 main:574] : INFO : Epoch 2010 | loss: 0.0311895 | val_loss: 0.0312011 | Time: 2781.48 ms
[2022-02-10 00:35:44 main:574] : INFO : Epoch 2011 | loss: 0.0311881 | val_loss: 0.0312029 | Time: 2693.75 ms
[2022-02-10 00:35:47 main:574] : INFO : Epoch 2012 | loss: 0.0311894 | val_loss: 0.0312042 | Time: 2744.14 ms
[2022-02-10 00:35:50 main:574] : INFO : Epoch 2013 | loss: 0.0311892 | val_loss: 0.0312047 | Time: 2838.8 ms
[2022-02-10 00:35:53 main:574] : INFO : Epoch 2014 | loss: 0.0311887 | val_loss: 0.0312054 | Time: 2608.91 ms
[2022-02-10 00:35:55 main:574] : INFO : Epoch 2015 | loss: 0.0311889 | val_loss: 0.0312011 | Time: 2757.18 ms
[2022-02-10 00:35:58 main:574] : INFO : Epoch 2016 | loss: 0.0311883 | val_loss: 0.0312015 | Time: 2744.44 ms
[2022-02-10 00:36:01 main:574] : INFO : Epoch 2017 | loss: 0.031188 | val_loss: 0.0312007 | Time: 2700.06 ms
[2022-02-10 00:36:04 main:574] : INFO : Epoch 2018 | loss: 0.0311902 | val_loss: 0.0312031 | Time: 2744.6 ms
[2022-02-10 00:36:06 main:574] : INFO : Epoch 2019 | loss: 0.0311886 | val_loss: 0.031201 | Time: 2660.96 ms
[2022-02-10 00:36:09 main:574] : INFO : Epoch 2020 | loss: 0.0311927 | val_loss: 0.0312002 | Time: 2741.69 ms
[2022-02-10 00:36:12 main:574] : INFO : Epoch 2021 | loss: 0.0311933 | val_loss: 0.0311986 | Time: 2769.02 ms
[2022-02-10 00:36:15 main:574] : INFO : Epoch 2022 | loss: 0.0311938 | val_loss: 0.0312026 | Time: 2726.12 ms
[2022-02-10 00:36:17 main:574] : INFO : Epoch 2023 | loss: 0.0311933 | val_loss: 0.0311978 | Time: 2769.94 ms
[2022-02-10 00:36:20 main:574] : INFO : Epoch 2024 | loss: 0.0311918 | val_loss: 0.0311978 | Time: 2677.82 ms
[2022-02-10 00:36:23 main:574] : INFO : Epoch 2025 | loss: 0.0311897 | val_loss: 0.0312022 | Time: 2745.02 ms
[2022-02-10 00:36:26 main:574] : INFO : Epoch 2026 | loss: 0.0311888 | val_loss: 0.0312004 | Time: 2892.49 ms
[2022-02-10 00:36:28 main:574] : INFO : Epoch 2027 | loss: 0.0311876 | val_loss: 0.0311982 | Time: 2674.59 ms
[2022-02-10 00:36:31 main:574] : INFO : Epoch 2028 | loss: 0.0311884 | val_loss: 0.0312009 | Time: 2797.19 ms
[2022-02-10 00:36:34 main:574] : INFO : Epoch 2029 | loss: 0.0311904 | val_loss: 0.0311999 | Time: 2740.52 ms
[2022-02-10 00:36:37 main:574] : INFO : Epoch 2030 | loss: 0.0311882 | val_loss: 0.0311965 | Time: 2748.15 ms
[2022-02-10 00:36:40 main:574] : INFO : Epoch 2031 | loss: 0.0311888 | val_loss: 0.0311972 | Time: 2886.19 ms
[2022-02-10 00:36:42 main:574] : INFO : Epoch 2032 | loss: 0.0311885 | val_loss: 0.0311976 | Time: 2643.1 ms
[2022-02-10 00:36:45 main:574] : INFO : Epoch 2033 | loss: 0.031187 | val_loss: 0.0311961 | Time: 2750.86 ms
[2022-02-10 00:36:48 main:574] : INFO : Epoch 2034 | loss: 0.0311875 | val_loss: 0.0311966 | Time: 2686.87 ms
[2022-02-10 00:36:50 main:574] : INFO : Epoch 2035 | loss: 0.0311881 | val_loss: 0.031197 | Time: 2735.8 ms
[2022-02-10 00:36:53 main:574] : INFO : Epoch 2036 | loss: 0.0311906 | val_loss: 0.0311988 | Time: 2820.26 ms
[2022-02-10 00:36:56 main:574] : INFO : Epoch 2037 | loss: 0.0311933 | val_loss: 0.0312001 | Time: 2643.85 ms
[2022-02-10 00:36:59 main:574] : INFO : Epoch 2038 | loss: 0.0311904 | val_loss: 0.0311984 | Time: 2754.92 ms
[2022-02-10 00:37:01 main:574] : INFO : Epoch 2039 | loss: 0.0311914 | val_loss: 0.0311984 | Time: 2749.49 ms
[2022-02-10 00:37:04 main:574] : INFO : Epoch 2040 | loss: 0.0311947 | val_loss: 0.0312015 | Time: 2735.53 ms
[2022-02-10 00:37:07 main:574] : INFO : Epoch 2041 | loss: 0.0311954 | val_loss: 0.031198 | Time: 2786.34 ms
[2022-02-10 00:37:10 main:574] : INFO : Epoch 2042 | loss: 0.031193 | val_loss: 0.0312025 | Time: 2648.71 ms
[2022-02-10 00:37:12 main:574] : INFO : Epoch 2043 | loss: 0.0311997 | val_loss: 0.031206 | Time: 2729.42 ms
[2022-02-10 00:37:15 main:574] : INFO : Epoch 2044 | loss: 0.0311987 | val_loss: 0.0312047 | Time: 2853.37 ms
[2022-02-10 00:37:18 main:574] : INFO : Epoch 2045 | loss: 0.0312001 | val_loss: 0.0312049 | Time: 2624.88 ms
[2022-02-10 00:37:21 main:574] : INFO : Epoch 2046 | loss: 0.0311995 | val_loss: 0.0312099 | Time: 2806.62 ms
[2022-02-10 00:37:23 main:574] : INFO : Epoch 2047 | loss: 0.0311977 | val_loss: 0.0312052 | Time: 2765.11 ms
[2022-02-10 00:37:25 main:574] : INFO : Epoch 2048 | loss: 0.0311938 | val_loss: 0.0312012 | Time: 1392.08 ms
[2022-02-10 00:37:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312012
[2022-02-10 00:37:25 main:603] : INFO : Saving end state to config to file
[2022-02-10 00:37:25 main:608] : INFO : Success, exiting..
00:37:25 (2128): 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)