Task 10901137
| Name | ParityModified-1639958042-8293-2-0_0 |
| Workunit | 8201563 |
| Created | 19 Jan 2022, 16:49:39 UTC |
| Sent | 6 Feb 2022, 16:07:26 UTC |
| Report deadline | 14 Feb 2022, 16:07:26 UTC |
| Received | 6 Feb 2022, 19:50:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18910 |
| Run time | 1 hours 37 min 2 sec |
| CPU time | 1 hours 31 min 54 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: 0.0311691 | val_loss: 0.0311824 | Time: 2762.09 ms [2022-02-07 03:26:36 main:574] : INFO : Epoch 1543 | loss: 0.0311675 | val_loss: 0.0311816 | Time: 2696.43 ms [2022-02-07 03:26:38 main:574] : INFO : Epoch 1544 | loss: 0.0311686 | val_loss: 0.0311828 | Time: 2716.87 ms [2022-02-07 03:26:41 main:574] : INFO : Epoch 1545 | loss: 0.031169 | val_loss: 0.0311849 | Time: 2690.56 ms [2022-02-07 03:26:44 main:574] : INFO : Epoch 1546 | loss: 0.0311679 | val_loss: 0.0311836 | Time: 2652.84 ms [2022-02-07 03:26:46 main:574] : INFO : Epoch 1547 | loss: 0.0311676 | val_loss: 0.0311856 | Time: 2715.03 ms [2022-02-07 03:26:49 main:574] : INFO : Epoch 1548 | loss: 0.0311673 | val_loss: 0.0311837 | Time: 2772.23 ms [2022-02-07 03:26:52 main:574] : INFO : Epoch 1549 | loss: 0.0311684 | val_loss: 0.0311858 | Time: 3090.65 ms [2022-02-07 03:26:55 main:574] : INFO : Epoch 1550 | loss: 0.0311679 | val_loss: 0.0311842 | Time: 2719.81 ms [2022-02-07 03:26:58 main:574] : INFO : Epoch 1551 | loss: 0.0311656 | val_loss: 0.0311845 | Time: 2837.93 ms [2022-02-07 03:27:01 main:574] : INFO : Epoch 1552 | loss: 0.031167 | val_loss: 0.0311878 | Time: 2863.78 ms [2022-02-07 03:27:04 main:574] : INFO : Epoch 1553 | loss: 0.0311664 | val_loss: 0.0311856 | Time: 2761.54 ms [2022-02-07 03:27:06 main:574] : INFO : Epoch 1554 | loss: 0.0311663 | val_loss: 0.0311853 | Time: 2950.53 ms [2022-02-07 03:27:09 main:574] : INFO : Epoch 1555 | loss: 0.031164 | val_loss: 0.0311832 | Time: 2759.99 ms [2022-02-07 03:27:12 main:574] : INFO : Epoch 1556 | loss: 0.0311668 | val_loss: 0.0311849 | Time: 2753.46 ms [2022-02-07 03:27:15 main:574] : INFO : Epoch 1557 | loss: 0.0311764 | val_loss: 0.0312066 | Time: 2668.84 ms [2022-02-07 03:27:17 main:574] : INFO : Epoch 1558 | loss: 0.0311814 | val_loss: 0.0311848 | Time: 2710.75 ms [2022-02-07 03:27:20 main:574] : INFO : Epoch 1559 | loss: 0.0311715 | val_loss: 0.0311938 | Time: 2835.64 ms [2022-02-07 03:27:23 main:574] : INFO : Epoch 1560 | loss: 0.0311697 | val_loss: 0.0311838 | Time: 2835.36 ms [2022-02-07 03:27:26 main:574] : INFO : Epoch 1561 | loss: 0.0311685 | val_loss: 0.0311859 | Time: 2825.61 ms [2022-02-07 03:27:29 main:574] : INFO : Epoch 1562 | loss: 0.0311681 | val_loss: 0.0311841 | Time: 2790.91 ms [2022-02-07 03:27:31 main:574] : INFO : Epoch 1563 | loss: 0.0311662 | val_loss: 0.0311854 | Time: 2738.88 ms [2022-02-07 03:27:34 main:574] : INFO : Epoch 1564 | loss: 0.0311654 | val_loss: 0.0311841 | Time: 2730.2 ms [2022-02-07 03:27:37 main:574] : INFO : Epoch 1565 | loss: 0.0311657 | val_loss: 0.0311836 | Time: 2639.33 ms [2022-02-07 03:27:39 main:574] : INFO : Epoch 1566 | loss: 0.0311664 | val_loss: 0.0311841 | Time: 2659.26 ms [2022-02-07 03:27:42 main:574] : INFO : Epoch 1567 | loss: 0.0311655 | val_loss: 0.0311873 | Time: 2833.91 ms [2022-02-07 03:27:45 main:574] : INFO : Epoch 1568 | loss: 0.0311693 | val_loss: 0.0311945 | Time: 2758.67 ms [2022-02-07 03:27:48 main:574] : INFO : Epoch 1569 | loss: 0.0311673 | val_loss: 0.0311859 | Time: 3110.01 ms [2022-02-07 03:27:51 main:574] : INFO : Epoch 1570 | loss: 0.0311706 | val_loss: 0.0311868 | Time: 2704.32 ms [2022-02-07 03:27:54 main:574] : INFO : Epoch 1571 | loss: 0.0311673 | val_loss: 0.0311825 | Time: 2920.76 ms [2022-02-07 03:27:56 main:574] : INFO : Epoch 1572 | loss: 0.0311679 | val_loss: 0.0311826 | Time: 2705.36 ms [2022-02-07 03:27:59 main:574] : INFO : Epoch 1573 | loss: 0.0311697 | val_loss: 0.0311842 | Time: 2689.18 ms [2022-02-07 03:28:02 main:574] : INFO : Epoch 1574 | loss: 0.0311711 | val_loss: 0.0311834 | Time: 2949.59 ms [2022-02-07 03:28:05 main:574] : INFO : Epoch 1575 | loss: 0.0311676 | val_loss: 0.0311821 | Time: 2749.55 ms [2022-02-07 03:28:08 main:574] : INFO : Epoch 1576 | loss: 0.0311672 | val_loss: 0.031184 | Time: 2721.88 ms [2022-02-07 03:28:10 main:574] : INFO : Epoch 1577 | loss: 0.0311676 | val_loss: 0.0311836 | Time: 2781.7 ms [2022-02-07 03:28:13 main:574] : INFO : Epoch 1578 | loss: 0.0311672 | val_loss: 0.0311837 | Time: 2828.58 ms [2022-02-07 03:28:16 main:574] : INFO : Epoch 1579 | loss: 0.0311671 | val_loss: 0.0311892 | Time: 2869.01 ms [2022-02-07 03:28:19 main:574] : INFO : Epoch 1580 | loss: 0.0311701 | val_loss: 0.0311904 | Time: 2899.62 ms [2022-02-07 03:28:22 main:574] : INFO : Epoch 1581 | loss: 0.0311691 | val_loss: 0.0311842 | Time: 2743.03 ms [2022-02-07 03:28:24 main:574] : INFO : Epoch 1582 | loss: 0.0311659 | val_loss: 0.0311807 | Time: 2771.74 ms [2022-02-07 03:28:27 main:574] : INFO : Epoch 1583 | loss: 0.0311649 | val_loss: 0.0311828 | Time: 2730 ms [2022-02-07 03:28:30 main:574] : INFO : Epoch 1584 | loss: 0.0311654 | val_loss: 0.0311817 | Time: 2639.27 ms [2022-02-07 03:28:33 main:574] : INFO : Epoch 1585 | loss: 0.0311684 | val_loss: 0.0311847 | Time: 2714.05 ms [2022-02-07 03:28:35 main:574] : INFO : Epoch 1586 | loss: 0.0311712 | val_loss: 0.0311881 | Time: 2746.04 ms [2022-02-07 03:28:38 main:574] : INFO : Epoch 1587 | loss: 0.0311669 | val_loss: 0.0311835 | Time: 2653.81 ms [2022-02-07 03:28:41 main:574] : INFO : Epoch 1588 | loss: 0.0311675 | val_loss: 0.0311819 | Time: 2769.89 ms [2022-02-07 03:28:44 main:574] : INFO : Epoch 1589 | loss: 0.0311667 | val_loss: 0.0311839 | Time: 2845.25 ms [2022-02-07 03:28:46 main:574] : INFO : Epoch 1590 | loss: 0.0311646 | val_loss: 0.0311841 | Time: 2776.55 ms [2022-02-07 03:28:49 main:574] : INFO : Epoch 1591 | loss: 0.031166 | val_loss: 0.0311827 | Time: 3024.66 ms [2022-02-07 03:28:52 main:574] : INFO : Epoch 1592 | loss: 0.0311658 | val_loss: 0.0311946 | Time: 2806.46 ms [2022-02-07 03:28:55 main:574] : INFO : Epoch 1593 | loss: 0.0311687 | val_loss: 0.0311832 | Time: 2653.37 ms [2022-02-07 03:28:58 main:574] : INFO : Epoch 1594 | loss: 0.0311654 | val_loss: 0.0311838 | Time: 2773.52 ms [2022-02-07 03:29:00 main:574] : INFO : Epoch 1595 | loss: 0.0311647 | val_loss: 0.0311828 | Time: 2849.78 ms [2022-02-07 03:29:03 main:574] : INFO : Epoch 1596 | loss: 0.0311646 | val_loss: 0.0311828 | Time: 2679.9 ms [2022-02-07 03:29:06 main:574] : INFO : Epoch 1597 | loss: 0.0311651 | val_loss: 0.0311938 | Time: 2754.28 ms [2022-02-07 03:29:09 main:574] : INFO : Epoch 1598 | loss: 0.0311687 | val_loss: 0.0311823 | Time: 2776.58 ms [2022-02-07 03:29:12 main:574] : INFO : Epoch 1599 | loss: 0.0311683 | val_loss: 0.0311834 | Time: 2833.65 ms [2022-02-07 03:29:14 main:574] : INFO : Epoch 1600 | loss: 0.0311659 | val_loss: 0.0311834 | Time: 2926.07 ms [2022-02-07 03:29:18 main:574] : INFO : Epoch 1601 | loss: 0.0311663 | val_loss: 0.0311833 | Time: 3095.55 ms [2022-02-07 03:29:20 main:574] : INFO : Epoch 1602 | loss: 0.0311676 | val_loss: 0.0311879 | Time: 2914.77 ms [2022-02-07 03:29:23 main:574] : INFO : Epoch 1603 | loss: 0.0311679 | val_loss: 0.0311892 | Time: 2763.12 ms [2022-02-07 03:29:26 main:574] : INFO : Epoch 1604 | loss: 0.0311674 | val_loss: 0.0311838 | Time: 2840.12 ms [2022-02-07 03:29:29 main:574] : INFO : Epoch 1605 | loss: 0.0311685 | val_loss: 0.0311825 | Time: 2882.49 ms [2022-02-07 03:29:32 main:574] : INFO : Epoch 1606 | loss: 0.0311684 | val_loss: 0.0311846 | Time: 2662.55 ms [2022-02-07 03:29:35 main:574] : INFO : Epoch 1607 | loss: 0.0311672 | val_loss: 0.0311909 | Time: 3055.25 ms [2022-02-07 03:29:38 main:574] : INFO : Epoch 1608 | loss: 0.0311661 | val_loss: 0.0311858 | Time: 2843.28 ms [2022-02-07 03:29:40 main:574] : INFO : Epoch 1609 | loss: 0.0311656 | val_loss: 0.0311839 | Time: 2762.18 ms [2022-02-07 03:29:43 main:574] : INFO : Epoch 1610 | loss: 0.0311659 | val_loss: 0.0311865 | Time: 2801.27 ms [2022-02-07 03:29:46 main:574] : INFO : Epoch 1611 | loss: 0.0311701 | val_loss: 0.0311836 | Time: 2948.38 ms [2022-02-07 03:29:49 main:574] : INFO : Epoch 1612 | loss: 0.0311646 | val_loss: 0.031183 | Time: 2735.03 ms [2022-02-07 03:29:52 main:574] : INFO : Epoch 1613 | loss: 0.0311654 | val_loss: 0.0311817 | Time: 2840.93 ms [2022-02-07 03:29:55 main:574] : INFO : Epoch 1614 | loss: 0.0311637 | val_loss: 0.0311844 | Time: 2902.94 ms [2022-02-07 03:29:57 main:574] : INFO : Epoch 1615 | loss: 0.0311645 | val_loss: 0.0311872 | Time: 2918.58 ms [2022-02-07 03:30:00 main:574] : INFO : Epoch 1616 | loss: 0.0311643 | val_loss: 0.031187 | Time: 2787.72 ms [2022-02-07 03:30:03 main:574] : INFO : Epoch 1617 | loss: 0.0311665 | val_loss: 0.0311855 | Time: 2761.49 ms [2022-02-07 03:30:06 main:574] : INFO : Epoch 1618 | loss: 0.0311634 | val_loss: 0.0311826 | Time: 2792.37 ms [2022-02-07 03:30:09 main:574] : INFO : Epoch 1619 | loss: 0.0311646 | val_loss: 0.0311845 | Time: 2840.16 ms [2022-02-07 03:30:11 main:574] : INFO : Epoch 1620 | loss: 0.031165 | val_loss: 0.0311883 | Time: 2700.88 ms [2022-02-07 03:30:14 main:574] : INFO : Epoch 1621 | loss: 0.0311654 | val_loss: 0.0311851 | Time: 2852.11 ms [2022-02-07 03:30:17 main:574] : INFO : Epoch 1622 | loss: 0.0311661 | val_loss: 0.0311851 | Time: 2897.22 ms [2022-02-07 03:30:20 main:574] : INFO : Epoch 1623 | loss: 0.0311665 | val_loss: 0.0311859 | Time: 2756.57 ms [2022-02-07 03:30:23 main:574] : INFO : Epoch 1624 | loss: 0.0311637 | val_loss: 0.0311856 | Time: 2827.75 ms [2022-02-07 03:30:25 main:574] : INFO : Epoch 1625 | loss: 0.0311633 | val_loss: 0.0311848 | Time: 2756.02 ms [2022-02-07 03:30:28 main:574] : INFO : Epoch 1626 | loss: 0.0311637 | val_loss: 0.0311848 | Time: 2823.68 ms [2022-02-07 03:30:31 main:574] : INFO : Epoch 1627 | loss: 0.0311677 | val_loss: 0.0311848 | Time: 2679.18 ms [2022-02-07 03:30:34 main:574] : INFO : Epoch 1628 | loss: 0.0311673 | val_loss: 0.0311889 | Time: 2709.73 ms [2022-02-07 03:30:37 main:574] : INFO : Epoch 1629 | loss: 0.0311669 | val_loss: 0.0311879 | Time: 2875.53 ms [2022-02-07 03:30:39 main:574] : INFO : Epoch 1630 | loss: 0.0311699 | val_loss: 0.0311924 | Time: 2714.19 ms [2022-02-07 03:30:42 main:574] : INFO : Epoch 1631 | loss: 0.0311667 | val_loss: 0.0311844 | Time: 2706.14 ms [2022-02-07 03:30:45 main:574] : INFO : Epoch 1632 | loss: 0.0311634 | val_loss: 0.0311874 | Time: 2635.93 ms [2022-02-07 03:30:47 main:574] : INFO : Epoch 1633 | loss: 0.0311651 | val_loss: 0.0311839 | Time: 2794.11 ms [2022-02-07 03:30:50 main:574] : INFO : Epoch 1634 | loss: 0.0311656 | val_loss: 0.0311867 | Time: 2732.08 ms [2022-02-07 03:30:53 main:574] : INFO : Epoch 1635 | loss: 0.0311675 | val_loss: 0.0311849 | Time: 2811.67 ms [2022-02-07 03:30:56 main:574] : INFO : Epoch 1636 | loss: 0.0311696 | val_loss: 0.0311824 | Time: 2719.45 ms [2022-02-07 03:30:59 main:574] : INFO : Epoch 1637 | loss: 0.0311698 | val_loss: 0.0311845 | Time: 2877.61 ms [2022-02-07 03:31:01 main:574] : INFO : Epoch 1638 | loss: 0.0311678 | val_loss: 0.0311836 | Time: 2677.45 ms [2022-02-07 03:31:04 main:574] : INFO : Epoch 1639 | loss: 0.0311684 | val_loss: 0.0311865 | Time: 2763.62 ms [2022-02-07 03:31:07 main:574] : INFO : Epoch 1640 | loss: 0.0311659 | val_loss: 0.0311858 | Time: 2818.65 ms [2022-02-07 03:31:10 main:574] : INFO : Epoch 1641 | loss: 0.0311662 | val_loss: 0.0311871 | Time: 2916.28 ms [2022-02-07 03:31:12 main:574] : INFO : Epoch 1642 | loss: 0.0311692 | val_loss: 0.0311867 | Time: 2745.42 ms [2022-02-07 03:31:15 main:574] : INFO : Epoch 1643 | loss: 0.0311692 | val_loss: 0.0311865 | Time: 2914.61 ms [2022-02-07 03:31:18 main:574] : INFO : Epoch 1644 | loss: 0.0311704 | val_loss: 0.0311876 | Time: 2670.53 ms [2022-02-07 03:31:21 main:574] : INFO : Epoch 1645 | loss: 0.031172 | val_loss: 0.0311884 | Time: 2770.59 ms [2022-02-07 03:31:24 main:574] : INFO : Epoch 1646 | loss: 0.0311726 | val_loss: 0.0311878 | Time: 2899.37 ms [2022-02-07 03:31:26 main:574] : INFO : Epoch 1647 | loss: 0.0311688 | val_loss: 0.0311862 | Time: 2694.38 ms [2022-02-07 03:31:29 main:574] : INFO : Epoch 1648 | loss: 0.0311667 | val_loss: 0.0311857 | Time: 2933.15 ms [2022-02-07 03:31:32 main:574] : INFO : Epoch 1649 | loss: 0.0311678 | val_loss: 0.0311872 | Time: 2773.13 ms [2022-02-07 03:31:35 main:574] : INFO : Epoch 1650 | loss: 0.0311701 | val_loss: 0.0311852 | Time: 2655.8 ms [2022-02-07 03:31:38 main:574] : INFO : Epoch 1651 | loss: 0.0311668 | val_loss: 0.0311832 | Time: 2806.07 ms [2022-02-07 03:31:40 main:574] : INFO : Epoch 1652 | loss: 0.0311656 | val_loss: 0.0311864 | Time: 2763.07 ms [2022-02-07 03:31:43 main:574] : INFO : Epoch 1653 | loss: 0.0311672 | val_loss: 0.031188 | Time: 2742.54 ms [2022-02-07 03:31:46 main:574] : INFO : Epoch 1654 | loss: 0.0311718 | val_loss: 0.0311856 | Time: 2876.34 ms [2022-02-07 03:31:49 main:574] : INFO : Epoch 1655 | loss: 0.0311754 | val_loss: 0.0311871 | Time: 2887.84 ms [2022-02-07 03:31:52 main:574] : INFO : Epoch 1656 | loss: 0.0311745 | val_loss: 0.0311899 | Time: 2657.1 ms [2022-02-07 03:31:54 main:574] : INFO : Epoch 1657 | loss: 0.0311823 | val_loss: 0.0311845 | Time: 2895.94 ms [2022-02-07 03:31:57 main:574] : INFO : Epoch 1658 | loss: 0.0311741 | val_loss: 0.0311834 | Time: 2993.45 ms [2022-02-07 03:32:00 main:574] : INFO : Epoch 1659 | loss: 0.0311691 | val_loss: 0.0311878 | Time: 2776.48 ms [2022-02-07 03:32:03 main:574] : INFO : Epoch 1660 | loss: 0.0311692 | val_loss: 0.031183 | Time: 2836.23 ms [2022-02-07 03:32:06 main:574] : INFO : Epoch 1661 | loss: 0.0311678 | val_loss: 0.0311841 | Time: 2744.37 ms [2022-02-07 03:32:09 main:574] : INFO : Epoch 1662 | loss: 0.0311686 | val_loss: 0.0311832 | Time: 2921.14 ms [2022-02-07 03:32:12 main:574] : INFO : Epoch 1663 | loss: 0.031167 | val_loss: 0.0311847 | Time: 2809.22 ms [2022-02-07 03:32:14 main:574] : INFO : Epoch 1664 | loss: 0.0311675 | val_loss: 0.0311841 | Time: 2758.58 ms [2022-02-07 03:32:17 main:574] : INFO : Epoch 1665 | loss: 0.0311667 | val_loss: 0.0311829 | Time: 2789.5 ms [2022-02-07 03:32:20 main:574] : INFO : Epoch 1666 | loss: 0.0311688 | val_loss: 0.0311861 | Time: 2752.58 ms [2022-02-07 03:32:23 main:574] : INFO : Epoch 1667 | loss: 0.0311707 | val_loss: 0.0311834 | Time: 2796.84 ms [2022-02-07 03:32:25 main:574] : INFO : Epoch 1668 | loss: 0.0311666 | val_loss: 0.0311845 | Time: 2811.48 ms [2022-02-07 03:32:28 main:574] : INFO : Epoch 1669 | loss: 0.0311654 | val_loss: 0.0311833 | Time: 2922.09 ms [2022-02-07 03:32:31 main:574] : INFO : Epoch 1670 | loss: 0.0311656 | val_loss: 0.0311898 | Time: 2721.05 ms [2022-02-07 03:32:34 main:574] : INFO : Epoch 1671 | loss: 0.0311656 | val_loss: 0.0311858 | Time: 2848.63 ms [2022-02-07 03:32:37 main:574] : INFO : Epoch 1672 | loss: 0.0311643 | val_loss: 0.0311835 | Time: 2773.62 ms [2022-02-07 03:32:39 main:574] : INFO : Epoch 1673 | loss: 0.0311651 | val_loss: 0.0311873 | Time: 2692.94 ms [2022-02-07 03:32:42 main:574] : INFO : Epoch 1674 | loss: 0.0311668 | val_loss: 0.0311836 | Time: 2645.26 ms [2022-02-07 03:32:45 main:574] : INFO : Epoch 1675 | loss: 0.0311694 | val_loss: 0.0311845 | Time: 2908 ms [2022-02-07 03:32:48 main:574] : INFO : Epoch 1676 | loss: 0.0311691 | val_loss: 0.0311953 | Time: 2749.07 ms [2022-02-07 03:32:51 main:574] : INFO : Epoch 1677 | loss: 0.0311707 | val_loss: 0.0311932 | Time: 2820.5 ms [2022-02-07 03:32:53 main:574] : INFO : Epoch 1678 | loss: 0.0311687 | val_loss: 0.0311846 | Time: 2854.9 ms [2022-02-07 03:32:56 main:574] : INFO : Epoch 1679 | loss: 0.0311645 | val_loss: 0.0311852 | Time: 2697.31 ms [2022-02-07 03:32:59 main:574] : INFO : Epoch 1680 | loss: 0.031164 | val_loss: 0.031191 | Time: 2816.67 ms [2022-02-07 03:33:02 main:574] : INFO : Epoch 1681 | loss: 0.0311692 | val_loss: 0.0311848 | Time: 2686.86 ms [2022-02-07 03:33:04 main:574] : INFO : Epoch 1682 | loss: 0.0311677 | val_loss: 0.0311839 | Time: 2781 ms [2022-02-07 03:33:07 main:574] : INFO : Epoch 1683 | loss: 0.0311643 | val_loss: 0.0311846 | Time: 2820.69 ms [2022-02-07 03:33:10 main:574] : INFO : Epoch 1684 | loss: 0.0311646 | val_loss: 0.031186 | Time: 2669.59 ms [2022-02-07 03:33:13 main:574] : INFO : Epoch 1685 | loss: 0.0311657 | val_loss: 0.031183 | Time: 2858.62 ms [2022-02-07 03:33:16 main:574] : INFO : Epoch 1686 | loss: 0.0311649 | val_loss: 0.031185 | Time: 2768.3 ms [2022-02-07 03:33:18 main:574] : INFO : Epoch 1687 | loss: 0.0311646 | val_loss: 0.0311865 | Time: 2756.93 ms [2022-02-07 03:33:21 main:574] : INFO : Epoch 1688 | loss: 0.0311729 | val_loss: 0.0311813 | Time: 2668.28 ms [2022-02-07 03:33:24 main:574] : INFO : Epoch 1689 | loss: 0.0311704 | val_loss: 0.0311825 | Time: 2666.08 ms [2022-02-07 03:33:26 main:574] : INFO : Epoch 1690 | loss: 0.0311677 | val_loss: 0.0311855 | Time: 2824.95 ms [2022-02-07 03:33:29 main:574] : INFO : Epoch 1691 | loss: 0.0311686 | val_loss: 0.0311836 | Time: 2776.39 ms [2022-02-07 03:33:32 main:574] : INFO : Epoch 1692 | loss: 0.0311675 | val_loss: 0.031181 | Time: 2718.45 ms [2022-02-07 03:33:35 main:574] : INFO : Epoch 1693 | loss: 0.031166 | val_loss: 0.0311819 | Time: 2690.18 ms [2022-02-07 03:33:38 main:574] : INFO : Epoch 1694 | loss: 0.0311655 | val_loss: 0.0311821 | Time: 2907.66 ms [2022-02-07 03:33:40 main:574] : INFO : Epoch 1695 | loss: 0.031164 | val_loss: 0.0311835 | Time: 2770.32 ms [2022-02-07 03:33:43 main:574] : INFO : Epoch 1696 | loss: 0.0311643 | val_loss: 0.0311823 | Time: 2735.75 ms [2022-02-07 03:33:46 main:574] : INFO : Epoch 1697 | loss: 0.0311639 | val_loss: 0.0311815 | Time: 3091.47 ms [2022-02-07 03:33:49 main:574] : INFO : Epoch 1698 | loss: 0.0311639 | val_loss: 0.0311845 | Time: 2711.35 ms [2022-02-07 03:33:52 main:574] : INFO : Epoch 1699 | loss: 0.031164 | val_loss: 0.0311852 | Time: 2661.67 ms [2022-02-07 03:33:54 main:574] : INFO : Epoch 1700 | loss: 0.0311651 | val_loss: 0.03118 | Time: 2654.54 ms [2022-02-07 03:33:57 main:574] : INFO : Epoch 1701 | loss: 0.0311648 | val_loss: 0.0311806 | Time: 2699.24 ms [2022-02-07 03:34:00 main:574] : INFO : Epoch 1702 | loss: 0.031165 | val_loss: 0.0311831 | Time: 2899.3 ms [2022-02-07 03:34:02 main:574] : INFO : Epoch 1703 | loss: 0.031166 | val_loss: 0.0311886 | Time: 2711.11 ms [2022-02-07 03:34:05 main:574] : INFO : Epoch 1704 | loss: 0.0311639 | val_loss: 0.0311821 | Time: 2735.95 ms [2022-02-07 03:34:08 main:574] : INFO : Epoch 1705 | loss: 0.0311626 | val_loss: 0.0311832 | Time: 2669.42 ms [2022-02-07 03:34:11 main:574] : INFO : Epoch 1706 | loss: 0.0311631 | val_loss: 0.0311818 | Time: 2745.6 ms [2022-02-07 03:34:14 main:574] : INFO : Epoch 1707 | loss: 0.0311621 | val_loss: 0.0311812 | Time: 2905.32 ms [2022-02-07 03:34:16 main:574] : INFO : Epoch 1708 | loss: 0.0311614 | val_loss: 0.0311818 | Time: 2653.81 ms [2022-02-07 03:34:19 main:574] : INFO : Epoch 1709 | loss: 0.0311641 | val_loss: 0.0311832 | Time: 2920.75 ms [2022-02-07 03:34:22 main:574] : INFO : Epoch 1710 | loss: 0.0311638 | val_loss: 0.0311873 | Time: 2807.82 ms [2022-02-07 03:34:25 main:574] : INFO : Epoch 1711 | loss: 0.0311627 | val_loss: 0.0311811 | Time: 2922.53 ms [2022-02-07 03:34:28 main:574] : INFO : Epoch 1712 | loss: 0.0311629 | val_loss: 0.0311815 | Time: 2886.55 ms [2022-02-07 03:34:31 main:574] : INFO : Epoch 1713 | loss: 0.0311668 | val_loss: 0.0311841 | Time: 2792.54 ms [2022-02-07 03:34:33 main:574] : INFO : Epoch 1714 | loss: 0.0311749 | val_loss: 0.0311975 | Time: 2771.16 ms [2022-02-07 03:34:36 main:574] : INFO : Epoch 1715 | loss: 0.0311674 | val_loss: 0.031189 | Time: 2739.96 ms [2022-02-07 03:34:39 main:574] : INFO : Epoch 1716 | loss: 0.0311637 | val_loss: 0.0311875 | Time: 2900.13 ms [2022-02-07 03:34:42 main:574] : INFO : Epoch 1717 | loss: 0.0311629 | val_loss: 0.0311838 | Time: 2973.42 ms [2022-02-07 03:34:45 main:574] : INFO : Epoch 1718 | loss: 0.0311618 | val_loss: 0.0311845 | Time: 2732.7 ms [2022-02-07 03:34:47 main:574] : INFO : Epoch 1719 | loss: 0.0311614 | val_loss: 0.0311836 | Time: 2745.46 ms [2022-02-07 03:34:50 main:574] : INFO : Epoch 1720 | loss: 0.0311663 | val_loss: 0.0311883 | Time: 2860.44 ms [2022-02-07 03:34:53 main:574] : INFO : Epoch 1721 | loss: 0.0311644 | val_loss: 0.0311891 | Time: 2701.7 ms [2022-02-07 03:34:56 main:574] : INFO : Epoch 1722 | loss: 0.0311628 | val_loss: 0.0311847 | Time: 2794.22 ms [2022-02-07 03:34:59 main:574] : INFO : Epoch 1723 | loss: 0.031162 | val_loss: 0.0311838 | Time: 2817.54 ms [2022-02-07 03:35:01 main:574] : INFO : Epoch 1724 | loss: 0.031162 | val_loss: 0.0311825 | Time: 2736.94 ms [2022-02-07 03:35:04 main:574] : INFO : Epoch 1725 | loss: 0.0311624 | val_loss: 0.0311857 | Time: 2861.7 ms [2022-02-07 03:35:07 main:574] : INFO : Epoch 1726 | loss: 0.0311625 | val_loss: 0.0311823 | Time: 2730.34 ms [2022-02-07 03:35:10 main:574] : INFO : Epoch 1727 | loss: 0.0311596 | val_loss: 0.0311848 | Time: 2889.07 ms [2022-02-07 03:35:12 main:574] : INFO : Epoch 1728 | loss: 0.0311609 | val_loss: 0.0311836 | Time: 2674.8 ms [2022-02-07 03:35:15 main:574] : INFO : Epoch 1729 | loss: 0.0311598 | val_loss: 0.0311837 | Time: 2794.73 ms [2022-02-07 03:35:18 main:574] : INFO : Epoch 1730 | loss: 0.0311591 | val_loss: 0.0311857 | Time: 2759.25 ms [2022-02-07 03:35:21 main:574] : INFO : Epoch 1731 | loss: 0.031161 | val_loss: 0.031187 | Time: 2685.09 ms [2022-02-07 03:35:24 main:574] : INFO : Epoch 1732 | loss: 0.0311606 | val_loss: 0.0311846 | Time: 2799.09 ms [2022-02-07 03:35:26 main:574] : INFO : Epoch 1733 | loss: 0.03116 | val_loss: 0.0311846 | Time: 2722.03 ms [2022-02-07 03:35:29 main:574] : INFO : Epoch 1734 | loss: 0.0311594 | val_loss: 0.0311843 | Time: 2805.42 ms [2022-02-07 03:35:32 main:574] : INFO : Epoch 1735 | loss: 0.0311598 | val_loss: 0.0311847 | Time: 2893.04 ms [2022-02-07 03:35:35 main:574] : INFO : Epoch 1736 | loss: 0.0311582 | val_loss: 0.0311881 | Time: 2894.16 ms [2022-02-07 03:35:38 main:574] : INFO : Epoch 1737 | loss: 0.0311606 | val_loss: 0.0311834 | Time: 2894.72 ms [2022-02-07 03:35:41 main:574] : INFO : Epoch 1738 | loss: 0.0311603 | val_loss: 0.0311843 | Time: 2919.13 ms [2022-02-07 03:35:43 main:574] : INFO : Epoch 1739 | loss: 0.0311607 | val_loss: 0.0311889 | Time: 2757.39 ms [2022-02-07 03:35:46 main:574] : INFO : Epoch 1740 | loss: 0.0311592 | val_loss: 0.0311894 | Time: 2835.7 ms [2022-02-07 03:35:49 main:574] : INFO : Epoch 1741 | loss: 0.0311631 | val_loss: 0.031186 | Time: 2835.29 ms [2022-02-07 03:35:52 main:574] : INFO : Epoch 1742 | loss: 0.0311631 | val_loss: 0.0311837 | Time: 2735.8 ms [2022-02-07 03:35:55 main:574] : INFO : Epoch 1743 | loss: 0.0311592 | val_loss: 0.0311896 | Time: 2810.48 ms [2022-02-07 03:35:57 main:574] : INFO : Epoch 1744 | loss: 0.0311612 | val_loss: 0.0311837 | Time: 2715.46 ms [2022-02-07 03:36:00 main:574] : INFO : Epoch 1745 | loss: 0.0311593 | val_loss: 0.0311838 | Time: 2774.09 ms [2022-02-07 03:36:03 main:574] : INFO : Epoch 1746 | loss: 0.0311592 | val_loss: 0.0311893 | Time: 2754.88 ms [2022-02-07 03:36:06 main:574] : INFO : Epoch 1747 | loss: 0.03116 | val_loss: 0.0311845 | Time: 2785.82 ms [2022-02-07 03:36:08 main:574] : INFO : Epoch 1748 | loss: 0.0311589 | val_loss: 0.0311872 | Time: 2672.32 ms [2022-02-07 03:36:11 main:574] : INFO : Epoch 1749 | loss: 0.0311596 | val_loss: 0.0311833 | Time: 2889.89 ms [2022-02-07 03:36:14 main:574] : INFO : Epoch 1750 | loss: 0.0311593 | val_loss: 0.0311832 | Time: 2845.04 ms [2022-02-07 03:36:17 main:574] : INFO : Epoch 1751 | loss: 0.0311593 | val_loss: 0.0311911 | Time: 2726.19 ms [2022-02-07 03:36:20 main:574] : INFO : Epoch 1752 | loss: 0.031161 | val_loss: 0.0311854 | Time: 2828.77 ms [2022-02-07 03:36:22 main:574] : INFO : Epoch 1753 | loss: 0.0311603 | val_loss: 0.031185 | Time: 2737.55 ms [2022-02-07 03:36:25 main:574] : INFO : Epoch 1754 | loss: 0.0311613 | val_loss: 0.0311851 | Time: 2698.41 ms [2022-02-07 03:36:28 main:574] : INFO : Epoch 1755 | loss: 0.0311628 | val_loss: 0.0311826 | Time: 2715.61 ms [2022-02-07 03:36:30 main:574] : INFO : Epoch 1756 | loss: 0.031159 | val_loss: 0.0311823 | Time: 2687.62 ms [2022-02-07 03:36:33 main:574] : INFO : Epoch 1757 | loss: 0.0311591 | val_loss: 0.0311862 | Time: 2986.11 ms [2022-02-07 03:36:36 main:574] : INFO : Epoch 1758 | loss: 0.0311607 | val_loss: 0.0311851 | Time: 2755.36 ms [2022-02-07 03:36:39 main:574] : INFO : Epoch 1759 | loss: 0.0311795 | val_loss: 0.03119 | Time: 2758.77 ms [2022-02-07 03:36:42 main:574] : INFO : Epoch 1760 | loss: 0.031183 | val_loss: 0.0311879 | Time: 2875.88 ms [2022-02-07 03:36:45 main:574] : INFO : Epoch 1761 | loss: 0.0311802 | val_loss: 0.0311905 | Time: 2877.84 ms [2022-02-07 03:36:48 main:574] : INFO : Epoch 1762 | loss: 0.0311796 | val_loss: 0.0311885 | Time: 2793.71 ms [2022-02-07 03:36:50 main:574] : INFO : Epoch 1763 | loss: 0.0311769 | val_loss: 0.0311863 | Time: 2805.1 ms [2022-02-07 03:36:53 main:574] : INFO : Epoch 1764 | loss: 0.0311743 | val_loss: 0.0311876 | Time: 2736.51 ms [2022-02-07 03:36:56 main:574] : INFO : Epoch 1765 | loss: 0.031174 | val_loss: 0.0311891 | Time: 2856.14 ms [2022-02-07 03:36:59 main:574] : INFO : Epoch 1766 | loss: 0.0311761 | val_loss: 0.0311888 | Time: 2894.64 ms [2022-02-07 03:37:02 main:574] : INFO : Epoch 1767 | loss: 0.0311744 | val_loss: 0.0311866 | Time: 2920.5 ms [2022-02-07 03:37:05 main:574] : INFO : Epoch 1768 | loss: 0.0311752 | val_loss: 0.0311858 | Time: 2833.11 ms [2022-02-07 03:37:07 main:574] : INFO : Epoch 1769 | loss: 0.0311736 | val_loss: 0.031187 | Time: 2708.03 ms [2022-02-07 03:37:10 main:574] : INFO : Epoch 1770 | loss: 0.0311728 | val_loss: 0.0311868 | Time: 2807.92 ms [2022-02-07 03:37:13 main:574] : INFO : Epoch 1771 | loss: 0.0311737 | val_loss: 0.0311848 | Time: 2836.68 ms [2022-02-07 03:37:16 main:574] : INFO : Epoch 1772 | loss: 0.0311755 | val_loss: 0.0311871 | Time: 2821.16 ms [2022-02-07 03:37:19 main:574] : INFO : Epoch 1773 | loss: 0.031174 | val_loss: 0.0311819 | Time: 2860.29 ms [2022-02-07 03:37:21 main:574] : INFO : Epoch 1774 | loss: 0.0311736 | val_loss: 0.031185 | Time: 2849.62 ms [2022-02-07 03:37:24 main:574] : INFO : Epoch 1775 | loss: 0.0311738 | val_loss: 0.0311906 | Time: 2822.56 ms [2022-02-07 03:37:27 main:574] : INFO : Epoch 1776 | loss: 0.0311742 | val_loss: 0.0311871 | Time: 2744.66 ms [2022-02-07 03:37:30 main:574] : INFO : Epoch 1777 | loss: 0.031172 | val_loss: 0.031189 | Time: 2785.07 ms [2022-02-07 03:37:33 main:574] : INFO : Epoch 1778 | loss: 0.0311724 | val_loss: 0.0311867 | Time: 2702.11 ms [2022-02-07 03:37:35 main:574] : INFO : Epoch 1779 | loss: 0.031172 | val_loss: 0.0311866 | Time: 2723.33 ms [2022-02-07 03:37:38 main:574] : INFO : Epoch 1780 | loss: 0.0311737 | val_loss: 0.031197 | Time: 2730.97 ms [2022-02-07 03:37:41 main:574] : INFO : Epoch 1781 | loss: 0.0311762 | val_loss: 0.0311928 | Time: 2903.42 ms [2022-02-07 03:37:44 main:574] : INFO : Epoch 1782 | loss: 0.0311746 | val_loss: 0.0311888 | Time: 2720.59 ms [2022-02-07 03:37:46 main:574] : INFO : Epoch 1783 | loss: 0.031172 | val_loss: 0.0311876 | Time: 2748.05 ms [2022-02-07 03:37:49 main:574] : INFO : Epoch 1784 | loss: 0.0311759 | val_loss: 0.0311885 | Time: 2730.62 ms [2022-02-07 03:37:52 main:574] : INFO : Epoch 1785 | loss: 0.0311812 | val_loss: 0.0311868 | Time: 2730.67 ms [2022-02-07 03:37:55 main:574] : INFO : Epoch 1786 | loss: 0.03118 | val_loss: 0.0311874 | Time: 2738.89 ms [2022-02-07 03:37:57 main:574] : INFO : Epoch 1787 | loss: 0.0311802 | val_loss: 0.0311895 | Time: 2757.6 ms [2022-02-07 03:38:00 main:574] : INFO : Epoch 1788 | loss: 0.0311785 | val_loss: 0.031188 | Time: 2777.65 ms [2022-02-07 03:38:03 main:574] : INFO : Epoch 1789 | loss: 0.0311782 | val_loss: 0.0311876 | Time: 2878.52 ms [2022-02-07 03:38:06 main:574] : INFO : Epoch 1790 | loss: 0.0311776 | val_loss: 0.0311883 | Time: 2789.49 ms [2022-02-07 03:38:09 main:574] : INFO : Epoch 1791 | loss: 0.0311759 | val_loss: 0.0311881 | Time: 2774.71 ms [2022-02-07 03:38:11 main:574] : INFO : Epoch 1792 | loss: 0.0311752 | val_loss: 0.0311888 | Time: 2840.18 ms [2022-02-07 03:38:14 main:574] : INFO : Epoch 1793 | loss: 0.0311754 | val_loss: 0.0311894 | Time: 2738.52 ms [2022-02-07 03:38:17 main:574] : INFO : Epoch 1794 | loss: 0.0311786 | val_loss: 0.0311938 | Time: 2806.47 ms [2022-02-07 03:38:20 main:574] : INFO : Epoch 1795 | loss: 0.0311766 | val_loss: 0.0311868 | Time: 2815.21 ms [2022-02-07 03:38:23 main:574] : INFO : Epoch 1796 | loss: 0.0311739 | val_loss: 0.03119 | Time: 2879.75 ms [2022-02-07 03:38:26 main:574] : INFO : Epoch 1797 | loss: 0.0311756 | val_loss: 0.031188 | Time: 3015.55 ms [2022-02-07 03:38:28 main:574] : INFO : Epoch 1798 | loss: 0.0311725 | val_loss: 0.0311877 | Time: 2672.13 ms [2022-02-07 03:38:31 main:574] : INFO : Epoch 1799 | loss: 0.0311754 | val_loss: 0.031188 | Time: 2820.08 ms [2022-02-07 03:38:34 main:574] : INFO : Epoch 1800 | loss: 0.0311776 | val_loss: 0.0311914 | Time: 2753.23 ms [2022-02-07 03:38:37 main:574] : INFO : Epoch 1801 | loss: 0.0311771 | val_loss: 0.03119 | Time: 2662.59 ms [2022-02-07 03:38:39 main:574] : INFO : Epoch 1802 | loss: 0.0311787 | val_loss: 0.0311894 | Time: 2725.31 ms [2022-02-07 03:38:42 main:574] : INFO : Epoch 1803 | loss: 0.031177 | val_loss: 0.0311898 | Time: 2770.78 ms [2022-02-07 03:38:45 main:574] : INFO : Epoch 1804 | loss: 0.0311787 | val_loss: 0.0311889 | Time: 2786.32 ms [2022-02-07 03:38:48 main:574] : INFO : Epoch 1805 | loss: 0.0311812 | val_loss: 0.0311877 | Time: 2937.17 ms [2022-02-07 03:38:51 main:574] : INFO : Epoch 1806 | loss: 0.0311774 | val_loss: 0.0311873 | Time: 2754.33 ms [2022-02-07 03:38:54 main:574] : INFO : Epoch 1807 | loss: 0.0311763 | val_loss: 0.0311941 | Time: 3003.4 ms [2022-02-07 03:38:57 main:574] : INFO : Epoch 1808 | loss: 0.0311745 | val_loss: 0.0311895 | Time: 3006.66 ms [2022-02-07 03:38:59 main:574] : INFO : Epoch 1809 | loss: 0.0311738 | val_loss: 0.0311883 | Time: 2758.87 ms [2022-02-07 03:39:02 main:574] : INFO : Epoch 1810 | loss: 0.031174 | val_loss: 0.0311855 | Time: 2680.86 ms [2022-02-07 03:39:15 main:574] : INFO : Epoch 1811 | loss: 0.0311718 | val_loss: 0.0311852 | Time: 13012.6 ms [2022-02-07 03:39:18 main:574] : INFO : Epoch 1812 | loss: 0.0311736 | val_loss: 0.0311864 | Time: 2815.83 ms [2022-02-07 03:39:21 main:574] : INFO : Epoch 1813 | loss: 0.0311724 | val_loss: 0.031187 | Time: 2930.84 ms [2022-02-07 03:39:24 main:574] : INFO : Epoch 1814 | loss: 0.0311727 | val_loss: 0.0311858 | Time: 2813.99 ms [2022-02-07 03:39:26 main:574] : INFO : Epoch 1815 | loss: 0.0311723 | val_loss: 0.0311942 | Time: 2721.13 ms [2022-02-07 03:39:29 main:574] : INFO : Epoch 1816 | loss: 0.0311756 | val_loss: 0.0311872 | Time: 2724.95 ms [2022-02-07 03:39:32 main:574] : INFO : Epoch 1817 | loss: 0.031172 | val_loss: 0.0311864 | Time: 2813.78 ms [2022-02-07 03:39:35 main:574] : INFO : Epoch 1818 | loss: 0.0311705 | val_loss: 0.0311856 | Time: 2657.56 ms [2022-02-07 03:39:37 main:574] : INFO : Epoch 1819 | loss: 0.0311704 | val_loss: 0.0311857 | Time: 2638.68 ms [2022-02-07 03:39:40 main:574] : INFO : Epoch 1820 | loss: 0.0311691 | val_loss: 0.031186 | Time: 2858 ms [2022-02-07 03:39:43 main:574] : INFO : Epoch 1821 | loss: 0.0311703 | val_loss: 0.031186 | Time: 2704.06 ms [2022-02-07 03:39:46 main:574] : INFO : Epoch 1822 | loss: 0.0311685 | val_loss: 0.0311851 | Time: 2788.55 ms [2022-02-07 03:39:48 main:574] : INFO : Epoch 1823 | loss: 0.0311703 | val_loss: 0.0311879 | Time: 2858.7 ms [2022-02-07 03:39:51 main:574] : INFO : Epoch 1824 | loss: 0.0311772 | val_loss: 0.0312003 | Time: 2769.72 ms [2022-02-07 03:39:54 main:574] : INFO : Epoch 1825 | loss: 0.0312033 | val_loss: 0.0312095 | Time: 2935.27 ms [2022-02-07 03:39:57 main:574] : INFO : Epoch 1826 | loss: 0.0312009 | val_loss: 0.0312066 | Time: 2733.4 ms [2022-02-07 03:40:00 main:574] : INFO : Epoch 1827 | loss: 0.0311957 | val_loss: 0.0312024 | Time: 2689.06 ms [2022-02-07 03:40:02 main:574] : INFO : Epoch 1828 | loss: 0.0311941 | val_loss: 0.0311991 | Time: 2871.75 ms [2022-02-07 03:40:05 main:574] : INFO : Epoch 1829 | loss: 0.0311917 | val_loss: 0.0311985 | Time: 2716.23 ms [2022-02-07 03:40:08 main:574] : INFO : Epoch 1830 | loss: 0.0311905 | val_loss: 0.0311974 | Time: 2708.55 ms [2022-02-07 03:40:10 main:574] : INFO : Epoch 1831 | loss: 0.0311892 | val_loss: 0.0311986 | Time: 2665.45 ms [2022-02-07 03:40:13 main:574] : INFO : Epoch 1832 | loss: 0.03119 | val_loss: 0.0311998 | Time: 2683.8 ms [2022-02-07 03:40:16 main:574] : INFO : Epoch 1833 | loss: 0.0311901 | val_loss: 0.0311974 | Time: 2786.53 ms [2022-02-07 03:40:19 main:574] : INFO : Epoch 1834 | loss: 0.0311878 | val_loss: 0.0311968 | Time: 2742.29 ms [2022-02-07 03:40:21 main:574] : INFO : Epoch 1835 | loss: 0.0311891 | val_loss: 0.0311999 | Time: 2763.5 ms [2022-02-07 03:40:24 main:574] : INFO : Epoch 1836 | loss: 0.0311891 | val_loss: 0.0311967 | Time: 2643.56 ms [2022-02-07 03:40:27 main:574] : INFO : Epoch 1837 | loss: 0.0311885 | val_loss: 0.0311961 | Time: 2895.06 ms [2022-02-07 03:40:30 main:574] : INFO : Epoch 1838 | loss: 0.0311882 | val_loss: 0.0311978 | Time: 2738.26 ms [2022-02-07 03:40:33 main:574] : INFO : Epoch 1839 | loss: 0.0311901 | val_loss: 0.031196 | Time: 2913.38 ms [2022-02-07 03:40:35 main:574] : INFO : Epoch 1840 | loss: 0.0311874 | val_loss: 0.0311969 | Time: 2679.6 ms [2022-02-07 03:40:38 main:574] : INFO : Epoch 1841 | loss: 0.0311866 | val_loss: 0.0311962 | Time: 2697.99 ms [2022-02-07 03:40:41 main:574] : INFO : Epoch 1842 | loss: 0.0311852 | val_loss: 0.0311944 | Time: 2803.06 ms [2022-02-07 03:40:44 main:574] : INFO : Epoch 1843 | loss: 0.0311869 | val_loss: 0.0312005 | Time: 2865.65 ms [2022-02-07 03:40:47 main:574] : INFO : Epoch 1844 | loss: 0.0311887 | val_loss: 0.0311966 | Time: 2800.13 ms [2022-02-07 03:40:49 main:574] : INFO : Epoch 1845 | loss: 0.0311849 | val_loss: 0.0311942 | Time: 2755.58 ms [2022-02-07 03:40:52 main:574] : INFO : Epoch 1846 | loss: 0.0311843 | val_loss: 0.0311949 | Time: 2719.37 ms [2022-02-07 03:40:55 main:574] : INFO : Epoch 1847 | loss: 0.0311834 | val_loss: 0.0311922 | Time: 2747.27 ms [2022-02-07 03:40:57 main:574] : INFO : Epoch 1848 | loss: 0.0311838 | val_loss: 0.0311925 | Time: 2663.32 ms [2022-02-07 03:41:00 main:574] : INFO : Epoch 1849 | loss: 0.031183 | val_loss: 0.0311912 | Time: 2703.18 ms [2022-02-07 03:41:03 main:574] : INFO : Epoch 1850 | loss: 0.0311835 | val_loss: 0.0311933 | Time: 2747.08 ms [2022-02-07 03:41:06 main:574] : INFO : Epoch 1851 | loss: 0.0311822 | val_loss: 0.0311932 | Time: 2643.98 ms [2022-02-07 03:41:08 main:574] : INFO : Epoch 1852 | loss: 0.031183 | val_loss: 0.031193 | Time: 2856.52 ms [2022-02-07 03:41:11 main:574] : INFO : Epoch 1853 | loss: 0.0311845 | val_loss: 0.0311971 | Time: 2726.85 ms [2022-02-07 03:41:14 main:574] : INFO : Epoch 1854 | loss: 0.031191 | val_loss: 0.0312071 | Time: 2722.35 ms [2022-02-07 03:41:17 main:574] : INFO : Epoch 1855 | loss: 0.0311861 | val_loss: 0.0311935 | Time: 3053.14 ms [2022-02-07 03:41:20 main:574] : INFO : Epoch 1856 | loss: 0.0311825 | val_loss: 0.0311899 | Time: 3070.79 ms [2022-02-07 03:41:23 main:574] : INFO : Epoch 1857 | loss: 0.0311821 | val_loss: 0.0311908 | Time: 2636 ms [2022-02-07 03:41:25 main:574] : INFO : Epoch 1858 | loss: 0.0311855 | val_loss: 0.0311937 | Time: 2650.58 ms [2022-02-07 03:41:28 main:574] : INFO : Epoch 1859 | loss: 0.031184 | val_loss: 0.0311921 | Time: 2691.7 ms [2022-02-07 03:41:31 main:574] : INFO : Epoch 1860 | loss: 0.0311826 | val_loss: 0.0311938 | Time: 2763.1 ms [2022-02-07 03:41:33 main:574] : INFO : Epoch 1861 | loss: 0.03118 | val_loss: 0.0311927 | Time: 2688.35 ms [2022-02-07 03:41:36 main:574] : INFO : Epoch 1862 | loss: 0.0311794 | val_loss: 0.0311913 | Time: 2700.83 ms [2022-02-07 03:41:39 main:574] : INFO : Epoch 1863 | loss: 0.0311792 | val_loss: 0.0311908 | Time: 2725.09 ms [2022-02-07 03:41:42 main:574] : INFO : Epoch 1864 | loss: 0.0311808 | val_loss: 0.0311932 | Time: 2702.26 ms [2022-02-07 03:41:44 main:574] : INFO : Epoch 1865 | loss: 0.0311831 | val_loss: 0.0311926 | Time: 2824.49 ms [2022-02-07 03:41:47 main:574] : INFO : Epoch 1866 | loss: 0.0311836 | val_loss: 0.0311913 | Time: 2740.66 ms [2022-02-07 03:41:50 main:574] : INFO : Epoch 1867 | loss: 0.0311833 | val_loss: 0.0311897 | Time: 2803.18 ms [2022-02-07 03:41:53 main:574] : INFO : Epoch 1868 | loss: 0.0311809 | val_loss: 0.0311902 | Time: 2651.56 ms [2022-02-07 03:41:55 main:574] : INFO : Epoch 1869 | loss: 0.0311816 | val_loss: 0.0311914 | Time: 2686.26 ms [2022-02-07 03:41:58 main:574] : INFO : Epoch 1870 | loss: 0.0311817 | val_loss: 0.0311922 | Time: 2908.53 ms [2022-02-07 03:42:01 main:574] : INFO : Epoch 1871 | loss: 0.0311797 | val_loss: 0.0311893 | Time: 2749.46 ms [2022-02-07 03:42:04 main:574] : INFO : Epoch 1872 | loss: 0.0311799 | val_loss: 0.0311917 | Time: 2827.05 ms [2022-02-07 03:42:07 main:574] : INFO : Epoch 1873 | loss: 0.0311816 | val_loss: 0.0311934 | Time: 2834.57 ms [2022-02-07 03:42:09 main:574] : INFO : Epoch 1874 | loss: 0.0311802 | val_loss: 0.0311906 | Time: 2728.44 ms [2022-02-07 03:42:12 main:574] : INFO : Epoch 1875 | loss: 0.0311802 | val_loss: 0.0311902 | Time: 2656.4 ms [2022-02-07 03:42:15 main:574] : INFO : Epoch 1876 | loss: 0.0311787 | val_loss: 0.0311908 | Time: 2827.36 ms [2022-02-07 03:42:18 main:574] : INFO : Epoch 1877 | loss: 0.0311777 | val_loss: 0.0311904 | Time: 2744.33 ms [2022-02-07 03:42:20 main:574] : INFO : Epoch 1878 | loss: 0.0311779 | val_loss: 0.0311895 | Time: 2776.25 ms [2022-02-07 03:42:23 main:574] : INFO : Epoch 1879 | loss: 0.031177 | val_loss: 0.0311868 | Time: 2821.56 ms [2022-02-07 03:42:26 main:574] : INFO : Epoch 1880 | loss: 0.0311763 | val_loss: 0.0311887 | Time: 2635.5 ms [2022-02-07 03:42:29 main:574] : INFO : Epoch 1881 | loss: 0.0311758 | val_loss: 0.0311908 | Time: 2769.94 ms [2022-02-07 03:42:31 main:574] : INFO : Epoch 1882 | loss: 0.0311775 | val_loss: 0.0311887 | Time: 2785.07 ms [2022-02-07 03:42:34 main:574] : INFO : Epoch 1883 | loss: 0.0311787 | val_loss: 0.0311905 | Time: 2838.8 ms [2022-02-07 03:42:37 main:574] : INFO : Epoch 1884 | loss: 0.0311769 | val_loss: 0.031191 | Time: 2744.94 ms [2022-02-07 03:42:40 main:574] : INFO : Epoch 1885 | loss: 0.0311769 | val_loss: 0.031189 | Time: 2657.62 ms [2022-02-07 03:42:42 main:574] : INFO : Epoch 1886 | loss: 0.0311763 | val_loss: 0.031189 | Time: 2795.57 ms [2022-02-07 03:42:45 main:574] : INFO : Epoch 1887 | loss: 0.0311753 | val_loss: 0.0311931 | Time: 2745.87 ms [2022-02-07 03:42:48 main:574] : INFO : Epoch 1888 | loss: 0.0311784 | val_loss: 0.0311878 | Time: 2738.37 ms [2022-02-07 03:42:51 main:574] : INFO : Epoch 1889 | loss: 0.0311781 | val_loss: 0.0311949 | Time: 2696.86 ms [2022-02-07 03:42:53 main:574] : INFO : Epoch 1890 | loss: 0.0311782 | val_loss: 0.0311924 | Time: 2732.9 ms [2022-02-07 03:42:56 main:574] : INFO : Epoch 1891 | loss: 0.0311768 | val_loss: 0.0311887 | Time: 2726.54 ms [2022-02-07 03:42:59 main:574] : INFO : Epoch 1892 | loss: 0.0311751 | val_loss: 0.0311913 | Time: 2860.52 ms [2022-02-07 03:43:02 main:574] : INFO : Epoch 1893 | loss: 0.0311759 | val_loss: 0.0311927 | Time: 2778.21 ms [2022-02-07 03:43:04 main:574] : INFO : Epoch 1894 | loss: 0.0311785 | val_loss: 0.03119 | Time: 2709.36 ms [2022-02-07 03:43:17 main:574] : INFO : Epoch 1895 | loss: 0.0311794 | val_loss: 0.0311906 | Time: 12702.2 ms [2022-02-07 03:43:20 main:574] : INFO : Epoch 1896 | loss: 0.0311803 | val_loss: 0.0311889 | Time: 2819.39 ms [2022-02-07 03:43:23 main:574] : INFO : Epoch 1897 | loss: 0.0311781 | val_loss: 0.031191 | Time: 2997.59 ms [2022-02-07 03:43:26 main:574] : INFO : Epoch 1898 | loss: 0.0311777 | val_loss: 0.0311915 | Time: 2808.09 ms [2022-02-07 03:43:29 main:574] : INFO : Epoch 1899 | loss: 0.0311801 | val_loss: 0.0311927 | Time: 2939.89 ms [2022-02-07 03:43:32 main:574] : INFO : Epoch 1900 | loss: 0.0311789 | val_loss: 0.0311883 | Time: 2903.17 ms [2022-02-07 03:43:34 main:574] : INFO : Epoch 1901 | loss: 0.031178 | val_loss: 0.0311895 | Time: 2954.34 ms [2022-02-07 03:43:37 main:574] : INFO : Epoch 1902 | loss: 0.0311777 | val_loss: 0.0311918 | Time: 2727.18 ms [2022-02-07 03:43:40 main:574] : INFO : Epoch 1903 | loss: 0.0311766 | val_loss: 0.0311919 | Time: 2722.37 ms [2022-02-07 03:43:43 main:574] : INFO : Epoch 1904 | loss: 0.0311793 | val_loss: 0.0311887 | Time: 2755.88 ms [2022-02-07 03:43:45 main:574] : INFO : Epoch 1905 | loss: 0.0311816 | val_loss: 0.0311918 | Time: 2633.64 ms [2022-02-07 03:43:48 main:574] : INFO : Epoch 1906 | loss: 0.0311788 | val_loss: 0.031189 | Time: 2950.64 ms [2022-02-07 03:43:51 main:574] : INFO : Epoch 1907 | loss: 0.0311781 | val_loss: 0.0311917 | Time: 2725.46 ms [2022-02-07 03:43:54 main:574] : INFO : Epoch 1908 | loss: 0.031179 | val_loss: 0.0311942 | Time: 2895.1 ms [2022-02-07 03:43:57 main:574] : INFO : Epoch 1909 | loss: 0.0311784 | val_loss: 0.0311898 | Time: 2753.21 ms [2022-02-07 03:43:59 main:574] : INFO : Epoch 1910 | loss: 0.0311759 | val_loss: 0.0311889 | Time: 2729.61 ms [2022-02-07 03:44:02 main:574] : INFO : Epoch 1911 | loss: 0.031175 | val_loss: 0.031189 | Time: 2868.43 ms [2022-02-07 03:44:05 main:574] : INFO : Epoch 1912 | loss: 0.0311746 | val_loss: 0.031189 | Time: 2811.71 ms [2022-02-07 03:44:08 main:574] : INFO : Epoch 1913 | loss: 0.0311742 | val_loss: 0.0311938 | Time: 2752.31 ms [2022-02-07 03:44:11 main:574] : INFO : Epoch 1914 | loss: 0.0311758 | val_loss: 0.031197 | Time: 2984.03 ms [2022-02-07 03:44:13 main:574] : INFO : Epoch 1915 | loss: 0.0311757 | val_loss: 0.0311879 | Time: 2651.67 ms [2022-02-07 03:44:16 main:574] : INFO : Epoch 1916 | loss: 0.0311743 | val_loss: 0.0311897 | Time: 2937.52 ms [2022-02-07 03:44:19 main:574] : INFO : Epoch 1917 | loss: 0.0311742 | val_loss: 0.0311889 | Time: 2727.02 ms [2022-02-07 03:44:22 main:574] : INFO : Epoch 1918 | loss: 0.0311747 | val_loss: 0.0311884 | Time: 2862.72 ms [2022-02-07 03:44:25 main:574] : INFO : Epoch 1919 | loss: 0.0311772 | val_loss: 0.0311867 | Time: 2669.08 ms [2022-02-07 03:44:27 main:574] : INFO : Epoch 1920 | loss: 0.0311755 | val_loss: 0.0311884 | Time: 2716.18 ms [2022-02-07 03:44:30 main:574] : INFO : Epoch 1921 | loss: 0.0311735 | val_loss: 0.0311875 | Time: 2942.36 ms [2022-02-07 03:44:33 main:574] : INFO : Epoch 1922 | loss: 0.0311721 | val_loss: 0.0311897 | Time: 2939.65 ms [2022-02-07 03:44:36 main:574] : INFO : Epoch 1923 | loss: 0.0311735 | val_loss: 0.0311896 | Time: 2861.52 ms [2022-02-07 03:44:39 main:574] : INFO : Epoch 1924 | loss: 0.0311738 | val_loss: 0.031189 | Time: 2674.01 ms [2022-02-07 03:44:42 main:574] : INFO : Epoch 1925 | loss: 0.0311755 | val_loss: 0.0311898 | Time: 2756.07 ms [2022-02-07 03:44:44 main:574] : INFO : Epoch 1926 | loss: 0.0311754 | val_loss: 0.0311915 | Time: 2721.91 ms [2022-02-07 03:44:47 main:574] : INFO : Epoch 1927 | loss: 0.0311792 | val_loss: 0.0311975 | Time: 2698.36 ms [2022-02-07 03:44:50 main:574] : INFO : Epoch 1928 | loss: 0.0311812 | val_loss: 0.0311942 | Time: 2818.86 ms [2022-02-07 03:44:53 main:574] : INFO : Epoch 1929 | loss: 0.0311826 | val_loss: 0.0311923 | Time: 2850.4 ms [2022-02-07 03:44:55 main:574] : INFO : Epoch 1930 | loss: 0.0311833 | val_loss: 0.0311906 | Time: 2694.86 ms [2022-02-07 03:44:58 main:574] : INFO : Epoch 1931 | loss: 0.0311836 | val_loss: 0.0311952 | Time: 2748.37 ms [2022-02-07 03:45:01 main:574] : INFO : Epoch 1932 | loss: 0.031184 | val_loss: 0.0311967 | Time: 2656.77 ms [2022-02-07 03:45:04 main:574] : INFO : Epoch 1933 | loss: 0.0311824 | val_loss: 0.0311949 | Time: 2778.24 ms [2022-02-07 03:45:06 main:574] : INFO : Epoch 1934 | loss: 0.0311788 | val_loss: 0.0311917 | Time: 2650.91 ms [2022-02-07 03:45:09 main:574] : INFO : Epoch 1935 | loss: 0.0311782 | val_loss: 0.0311903 | Time: 2813.16 ms [2022-02-07 03:45:12 main:574] : INFO : Epoch 1936 | loss: 0.031176 | val_loss: 0.0311875 | Time: 2887.21 ms [2022-02-07 03:45:15 main:574] : INFO : Epoch 1937 | loss: 0.0311749 | val_loss: 0.0311885 | Time: 2874.47 ms [2022-02-07 03:45:17 main:574] : INFO : Epoch 1938 | loss: 0.0311752 | val_loss: 0.0311897 | Time: 2698.19 ms [2022-02-07 03:45:20 main:574] : INFO : Epoch 1939 | loss: 0.0311759 | val_loss: 0.0311891 | Time: 2727.91 ms [2022-02-07 03:45:23 main:574] : INFO : Epoch 1940 | loss: 0.0311761 | val_loss: 0.0311878 | Time: 2694.35 ms [2022-02-07 03:45:26 main:574] : INFO : Epoch 1941 | loss: 0.0311724 | val_loss: 0.0311871 | Time: 3048.27 ms [2022-02-07 03:45:29 main:574] : INFO : Epoch 1942 | loss: 0.0311748 | val_loss: 0.0311901 | Time: 2782.33 ms [2022-02-07 03:45:31 main:574] : INFO : Epoch 1943 | loss: 0.0311796 | val_loss: 0.0311895 | Time: 2683.69 ms [2022-02-07 03:45:34 main:574] : INFO : Epoch 1944 | loss: 0.0311783 | val_loss: 0.0311884 | Time: 2669.59 ms [2022-02-07 03:45:37 main:574] : INFO : Epoch 1945 | loss: 0.0311793 | val_loss: 0.0311879 | Time: 2975.37 ms [2022-02-07 03:45:40 main:574] : INFO : Epoch 1946 | loss: 0.0311761 | val_loss: 0.0311881 | Time: 2848.13 ms [2022-02-07 03:45:43 main:574] : INFO : Epoch 1947 | loss: 0.0311751 | val_loss: 0.0311872 | Time: 2674.05 ms [2022-02-07 03:45:46 main:574] : INFO : Epoch 1948 | loss: 0.0311756 | val_loss: 0.0311896 | Time: 2988.67 ms [2022-02-07 03:45:48 main:574] : INFO : Epoch 1949 | loss: 0.0311739 | val_loss: 0.0311881 | Time: 2751.27 ms [2022-02-07 03:45:51 main:574] : INFO : Epoch 1950 | loss: 0.0311747 | val_loss: 0.03119 | Time: 2678.39 ms [2022-02-07 03:45:54 main:574] : INFO : Epoch 1951 | loss: 0.0311744 | val_loss: 0.0311894 | Time: 2695.32 ms [2022-02-07 03:45:56 main:574] : INFO : Epoch 1952 | loss: 0.0311766 | val_loss: 0.0311877 | Time: 2753.33 ms [2022-02-07 03:45:59 main:574] : INFO : Epoch 1953 | loss: 0.0311764 | val_loss: 0.0311923 | Time: 2690.44 ms [2022-02-07 03:46:02 main:574] : INFO : Epoch 1954 | loss: 0.0311776 | val_loss: 0.0311927 | Time: 2656.61 ms [2022-02-07 03:46:05 main:574] : INFO : Epoch 1955 | loss: 0.0311761 | val_loss: 0.0311903 | Time: 2706.06 ms [2022-02-07 03:46:07 main:574] : INFO : Epoch 1956 | loss: 0.0311754 | val_loss: 0.0311863 | Time: 2708.36 ms [2022-02-07 03:46:10 main:574] : INFO : Epoch 1957 | loss: 0.031175 | val_loss: 0.0311867 | Time: 2812.06 ms [2022-02-07 03:46:13 main:574] : INFO : Epoch 1958 | loss: 0.0311755 | val_loss: 0.0311913 | Time: 2921.29 ms [2022-02-07 03:46:16 main:574] : INFO : Epoch 1959 | loss: 0.0311738 | val_loss: 0.0311863 | Time: 2759.23 ms [2022-02-07 03:46:18 main:574] : INFO : Epoch 1960 | loss: 0.0311743 | val_loss: 0.0311861 | Time: 2656.75 ms [2022-02-07 03:46:21 main:574] : INFO : Epoch 1961 | loss: 0.0311726 | val_loss: 0.0311884 | Time: 2773.27 ms [2022-02-07 03:46:24 main:574] : INFO : Epoch 1962 | loss: 0.031172 | val_loss: 0.0311869 | Time: 2894.41 ms [2022-02-07 03:46:27 main:574] : INFO : Epoch 1963 | loss: 0.0311722 | val_loss: 0.0311911 | Time: 2665.32 ms [2022-02-07 03:46:30 main:574] : INFO : Epoch 1964 | loss: 0.0311736 | val_loss: 0.0311887 | Time: 2932.59 ms [2022-02-07 03:46:32 main:574] : INFO : Epoch 1965 | loss: 0.0311716 | val_loss: 0.0311887 | Time: 2659.72 ms [2022-02-07 03:46:35 main:574] : INFO : Epoch 1966 | loss: 0.0311729 | val_loss: 0.0311887 | Time: 2713.78 ms [2022-02-07 03:46:38 main:574] : INFO : Epoch 1967 | loss: 0.0311726 | val_loss: 0.0311878 | Time: 2827.08 ms [2022-02-07 03:46:41 main:574] : INFO : Epoch 1968 | loss: 0.0311716 | val_loss: 0.031187 | Time: 2791.09 ms [2022-02-07 03:46:43 main:574] : INFO : Epoch 1969 | loss: 0.0311727 | val_loss: 0.0311888 | Time: 2765.38 ms [2022-02-07 03:46:46 main:574] : INFO : Epoch 1970 | loss: 0.0311733 | val_loss: 0.0311883 | Time: 2701.53 ms [2022-02-07 03:46:49 main:574] : INFO : Epoch 1971 | loss: 0.0311737 | val_loss: 0.0311896 | Time: 2666.25 ms [2022-02-07 03:46:52 main:574] : INFO : Epoch 1972 | loss: 0.0311723 | val_loss: 0.0311922 | Time: 2822.42 ms [2022-02-07 03:46:54 main:574] : INFO : Epoch 1973 | loss: 0.0311715 | val_loss: 0.0311891 | Time: 2807.92 ms [2022-02-07 03:46:57 main:574] : INFO : Epoch 1974 | loss: 0.0311714 | val_loss: 0.0311876 | Time: 2648.3 ms [2022-02-07 03:47:00 main:574] : INFO : Epoch 1975 | loss: 0.0311722 | val_loss: 0.0311892 | Time: 2813.99 ms [2022-02-07 03:47:03 main:574] : INFO : Epoch 1976 | loss: 0.0311731 | val_loss: 0.0311872 | Time: 2718.3 ms [2022-02-07 03:47:05 main:574] : INFO : Epoch 1977 | loss: 0.0311727 | val_loss: 0.0311858 | Time: 2652.73 ms [2022-02-07 03:47:08 main:574] : INFO : Epoch 1978 | loss: 0.0311685 | val_loss: 0.0311887 | Time: 2692.12 ms [2022-02-07 03:47:11 main:574] : INFO : Epoch 1979 | loss: 0.0311691 | val_loss: 0.0311882 | Time: 2804.72 ms [2022-02-07 03:47:14 main:574] : INFO : Epoch 1980 | loss: 0.0311706 | val_loss: 0.0311895 | Time: 3019.77 ms [2022-02-07 03:47:17 main:574] : INFO : Epoch 1981 | loss: 0.0311701 | val_loss: 0.0311898 | Time: 2773.66 ms [2022-02-07 03:47:19 main:574] : INFO : Epoch 1982 | loss: 0.0311717 | val_loss: 0.0311893 | Time: 2861.95 ms [2022-02-07 03:47:22 main:574] : INFO : Epoch 1983 | loss: 0.0311709 | val_loss: 0.0311872 | Time: 2672.39 ms [2022-02-07 03:47:25 main:574] : INFO : Epoch 1984 | loss: 0.0311703 | val_loss: 0.0311915 | Time: 2647.47 ms [2022-02-07 03:47:28 main:574] : INFO : Epoch 1985 | loss: 0.0311737 | val_loss: 0.0311946 | Time: 2832.38 ms [2022-02-07 03:47:30 main:574] : INFO : Epoch 1986 | loss: 0.0311831 | val_loss: 0.0311934 | Time: 2693.81 ms [2022-02-07 03:47:33 main:574] : INFO : Epoch 1987 | loss: 0.0311812 | val_loss: 0.0311908 | Time: 2664.67 ms [2022-02-07 03:47:36 main:574] : INFO : Epoch 1988 | loss: 0.0311785 | val_loss: 0.0311894 | Time: 2747.36 ms [2022-02-07 03:47:38 main:574] : INFO : Epoch 1989 | loss: 0.0311796 | val_loss: 0.0311906 | Time: 2739.63 ms [2022-02-07 03:47:41 main:574] : INFO : Epoch 1990 | loss: 0.0311783 | val_loss: 0.031188 | Time: 2644.25 ms [2022-02-07 03:47:44 main:574] : INFO : Epoch 1991 | loss: 0.0311777 | val_loss: 0.0311898 | Time: 2756.79 ms [2022-02-07 03:47:47 main:574] : INFO : Epoch 1992 | loss: 0.0311758 | val_loss: 0.0311872 | Time: 2864.01 ms [2022-02-07 03:47:50 main:574] : INFO : Epoch 1993 | loss: 0.0311759 | val_loss: 0.0311883 | Time: 2807.23 ms [2022-02-07 03:47:52 main:574] : INFO : Epoch 1994 | loss: 0.031178 | val_loss: 0.0311891 | Time: 2853.45 ms [2022-02-07 03:47:55 main:574] : INFO : Epoch 1995 | loss: 0.0311778 | val_loss: 0.0311912 | Time: 2847.26 ms [2022-02-07 03:47:58 main:574] : INFO : Epoch 1996 | loss: 0.0311783 | val_loss: 0.0311896 | Time: 2895.01 ms [2022-02-07 03:48:01 main:574] : INFO : Epoch 1997 | loss: 0.0311788 | val_loss: 0.0311917 | Time: 2926.69 ms [2022-02-07 03:48:04 main:574] : INFO : Epoch 1998 | loss: 0.0311759 | val_loss: 0.0311876 | Time: 2780.7 ms [2022-02-07 03:48:07 main:574] : INFO : Epoch 1999 | loss: 0.0311749 | val_loss: 0.0311886 | Time: 2768.39 ms [2022-02-07 03:48:09 main:574] : INFO : Epoch 2000 | loss: 0.0311759 | val_loss: 0.0311913 | Time: 2842.2 ms [2022-02-07 03:48:12 main:574] : INFO : Epoch 2001 | loss: 0.0311742 | val_loss: 0.0311884 | Time: 2867.94 ms [2022-02-07 03:48:15 main:574] : INFO : Epoch 2002 | loss: 0.031173 | val_loss: 0.0311869 | Time: 2912.57 ms [2022-02-07 03:48:18 main:574] : INFO : Epoch 2003 | loss: 0.0311728 | val_loss: 0.0311896 | Time: 3082.68 ms [2022-02-07 03:48:21 main:574] : INFO : Epoch 2004 | loss: 0.0311717 | val_loss: 0.0311872 | Time: 2974.64 ms [2022-02-07 03:48:24 main:574] : INFO : Epoch 2005 | loss: 0.0311708 | val_loss: 0.0311863 | Time: 2812.23 ms [2022-02-07 03:48:27 main:574] : INFO : Epoch 2006 | loss: 0.0311699 | val_loss: 0.0311899 | Time: 2831.8 ms [2022-02-07 03:48:30 main:574] : INFO : Epoch 2007 | loss: 0.0311717 | val_loss: 0.031188 | Time: 2777.09 ms [2022-02-07 03:48:33 main:574] : INFO : Epoch 2008 | loss: 0.0311732 | val_loss: 0.0311922 | Time: 2856.49 ms [2022-02-07 03:48:35 main:574] : INFO : Epoch 2009 | loss: 0.031172 | val_loss: 0.0311885 | Time: 2789.09 ms [2022-02-07 03:48:38 main:574] : INFO : Epoch 2010 | loss: 0.0311701 | val_loss: 0.0311875 | Time: 2745.64 ms [2022-02-07 03:48:41 main:574] : INFO : Epoch 2011 | loss: 0.0311692 | val_loss: 0.0311865 | Time: 2861.18 ms [2022-02-07 03:48:44 main:574] : INFO : Epoch 2012 | loss: 0.031169 | val_loss: 0.0311875 | Time: 2742.24 ms [2022-02-07 03:48:46 main:574] : INFO : Epoch 2013 | loss: 0.0311706 | val_loss: 0.0311869 | Time: 2726.59 ms [2022-02-07 03:48:49 main:574] : INFO : Epoch 2014 | loss: 0.0311727 | val_loss: 0.0311874 | Time: 2675.46 ms [2022-02-07 03:48:52 main:574] : INFO : Epoch 2015 | loss: 0.0312076 | val_loss: 0.0312985 | Time: 2724.84 ms [2022-02-07 03:48:55 main:574] : INFO : Epoch 2016 | loss: 0.0333083 | val_loss: 0.0337069 | Time: 2860.4 ms [2022-02-07 03:48:58 main:574] : INFO : Epoch 2017 | loss: 0.0325737 | val_loss: 0.0315094 | Time: 2867.68 ms [2022-02-07 03:49:00 main:574] : INFO : Epoch 2018 | loss: 0.031323 | val_loss: 0.0312642 | Time: 2748.77 ms [2022-02-07 03:49:03 main:574] : INFO : Epoch 2019 | loss: 0.0312383 | val_loss: 0.0312147 | Time: 2853.1 ms [2022-02-07 03:49:06 main:574] : INFO : Epoch 2020 | loss: 0.031199 | val_loss: 0.0311932 | Time: 2814.03 ms [2022-02-07 03:49:09 main:574] : INFO : Epoch 2021 | loss: 0.0311852 | val_loss: 0.0311941 | Time: 2754.48 ms [2022-02-07 03:49:11 main:574] : INFO : Epoch 2022 | loss: 0.0311831 | val_loss: 0.0311953 | Time: 2670.1 ms [2022-02-07 03:49:14 main:574] : INFO : Epoch 2023 | loss: 0.0311816 | val_loss: 0.0311898 | Time: 2797.02 ms [2022-02-07 03:49:17 main:574] : INFO : Epoch 2024 | loss: 0.0311795 | val_loss: 0.0311875 | Time: 2635.93 ms [2022-02-07 03:49:20 main:574] : INFO : Epoch 2025 | loss: 0.0311785 | val_loss: 0.0311873 | Time: 2834.44 ms [2022-02-07 03:49:22 main:574] : INFO : Epoch 2026 | loss: 0.0311773 | val_loss: 0.0311879 | Time: 2750.55 ms [2022-02-07 03:49:25 main:574] : INFO : Epoch 2027 | loss: 0.0311772 | val_loss: 0.031188 | Time: 2717.58 ms [2022-02-07 03:49:28 main:574] : INFO : Epoch 2028 | loss: 0.0311769 | val_loss: 0.0311885 | Time: 2677.55 ms [2022-02-07 03:49:31 main:574] : INFO : Epoch 2029 | loss: 0.0311763 | val_loss: 0.0311906 | Time: 2749.81 ms [2022-02-07 03:49:34 main:574] : INFO : Epoch 2030 | loss: 0.0311777 | val_loss: 0.0311898 | Time: 3023.22 ms [2022-02-07 03:49:36 main:574] : INFO : Epoch 2031 | loss: 0.0311771 | val_loss: 0.0311867 | Time: 2766.43 ms [2022-02-07 03:49:39 main:574] : INFO : Epoch 2032 | loss: 0.0311765 | val_loss: 0.0311878 | Time: 2852.6 ms [2022-02-07 03:49:42 main:574] : INFO : Epoch 2033 | loss: 0.0311748 | val_loss: 0.0311858 | Time: 2674.35 ms [2022-02-07 03:49:45 main:574] : INFO : Epoch 2034 | loss: 0.0311744 | val_loss: 0.0311882 | Time: 2804.86 ms [2022-02-07 03:49:47 main:574] : INFO : Epoch 2035 | loss: 0.0311741 | val_loss: 0.0311852 | Time: 2684.22 ms [2022-02-07 03:49:50 main:574] : INFO : Epoch 2036 | loss: 0.0311725 | val_loss: 0.0311874 | Time: 2855.85 ms [2022-02-07 03:49:53 main:574] : INFO : Epoch 2037 | loss: 0.0311725 | val_loss: 0.0311861 | Time: 2800.02 ms [2022-02-07 03:49:56 main:574] : INFO : Epoch 2038 | loss: 0.0311721 | val_loss: 0.0311873 | Time: 2818.61 ms [2022-02-07 03:49:59 main:574] : INFO : Epoch 2039 | loss: 0.031173 | val_loss: 0.0311853 | Time: 2730.74 ms [2022-02-07 03:50:02 main:574] : INFO : Epoch 2040 | loss: 0.0311759 | val_loss: 0.031186 | Time: 2878.83 ms [2022-02-07 03:50:04 main:574] : INFO : Epoch 2041 | loss: 0.0311765 | val_loss: 0.0311871 | Time: 2716.03 ms [2022-02-07 03:50:07 main:574] : INFO : Epoch 2042 | loss: 0.0311752 | val_loss: 0.0311854 | Time: 2707.38 ms [2022-02-07 03:50:10 main:574] : INFO : Epoch 2043 | loss: 0.0311733 | val_loss: 0.0311844 | Time: 2799.38 ms [2022-02-07 03:50:12 main:574] : INFO : Epoch 2044 | loss: 0.0311725 | val_loss: 0.0311842 | Time: 2692.33 ms [2022-02-07 03:50:15 main:574] : INFO : Epoch 2045 | loss: 0.0311725 | val_loss: 0.0311849 | Time: 2714.56 ms [2022-02-07 03:50:18 main:574] : INFO : Epoch 2046 | loss: 0.0311741 | val_loss: 0.0311833 | Time: 2682.1 ms [2022-02-07 03:50:21 main:574] : INFO : Epoch 2047 | loss: 0.0311735 | val_loss: 0.0311849 | Time: 2707.48 ms [2022-02-07 03:50:23 main:574] : INFO : Epoch 2048 | loss: 0.0311764 | val_loss: 0.0311854 | Time: 2768.09 ms [2022-02-07 03:50:23 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311854 [2022-02-07 03:50:23 main:603] : INFO : Saving end state to config to file [2022-02-07 03:50:23 main:608] : INFO : Success, exiting.. 03:50:23 (5372): 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)