Task 14596001
| Name | ParityModified-1647044426-14289-2-0_1 |
| Workunit | 11350955 |
| Created | 10 Apr 2022, 19:10:11 UTC |
| Sent | 10 Apr 2022, 19:18:58 UTC |
| Report deadline | 18 Apr 2022, 19:18:58 UTC |
| Received | 11 Apr 2022, 0:07:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8729 |
| Run time | 1 hours 33 min 4 sec |
| CPU time | 1 hours 20 min 14 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,219.33 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.59 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 1609 | loss: 0.0311812 | val_loss: 0.0311828 | Time: 2690.96 ms
[2022-04-10 18:35:30 main:574] : INFO : Epoch 1610 | loss: 0.0311799 | val_loss: 0.0311867 | Time: 2682.36 ms
[2022-04-10 18:35:33 main:574] : INFO : Epoch 1611 | loss: 0.0311809 | val_loss: 0.031182 | Time: 2784.53 ms
[2022-04-10 18:35:36 main:574] : INFO : Epoch 1612 | loss: 0.0311795 | val_loss: 0.0311829 | Time: 2769.61 ms
[2022-04-10 18:35:38 main:574] : INFO : Epoch 1613 | loss: 0.03118 | val_loss: 0.0311824 | Time: 2728.18 ms
[2022-04-10 18:35:41 main:574] : INFO : Epoch 1614 | loss: 0.0311801 | val_loss: 0.0311816 | Time: 2625.09 ms
[2022-04-10 18:35:44 main:574] : INFO : Epoch 1615 | loss: 0.0311809 | val_loss: 0.0311819 | Time: 2686.25 ms
[2022-04-10 18:35:46 main:574] : INFO : Epoch 1616 | loss: 0.0311792 | val_loss: 0.0311828 | Time: 2617.21 ms
[2022-04-10 18:35:49 main:574] : INFO : Epoch 1617 | loss: 0.0311795 | val_loss: 0.0311825 | Time: 2669.43 ms
[2022-04-10 18:35:52 main:574] : INFO : Epoch 1618 | loss: 0.0311787 | val_loss: 0.0311826 | Time: 2612.93 ms
[2022-04-10 18:35:54 main:574] : INFO : Epoch 1619 | loss: 0.0311799 | val_loss: 0.0311817 | Time: 2730.41 ms
[2022-04-10 18:35:57 main:574] : INFO : Epoch 1620 | loss: 0.0311798 | val_loss: 0.0311822 | Time: 2778 ms
[2022-04-10 18:36:00 main:574] : INFO : Epoch 1621 | loss: 0.031179 | val_loss: 0.0311829 | Time: 2753.03 ms
[2022-04-10 18:36:03 main:574] : INFO : Epoch 1622 | loss: 0.0311786 | val_loss: 0.0311822 | Time: 2740.94 ms
[2022-04-10 18:36:05 main:574] : INFO : Epoch 1623 | loss: 0.0311799 | val_loss: 0.0311833 | Time: 2716.34 ms
[2022-04-10 18:36:08 main:574] : INFO : Epoch 1624 | loss: 0.0311798 | val_loss: 0.0311822 | Time: 2659.49 ms
[2022-04-10 18:36:11 main:574] : INFO : Epoch 1625 | loss: 0.031179 | val_loss: 0.0311829 | Time: 2807.42 ms
[2022-04-10 18:36:14 main:574] : INFO : Epoch 1626 | loss: 0.0311786 | val_loss: 0.0311817 | Time: 2841.54 ms
[2022-04-10 18:36:17 main:574] : INFO : Epoch 1627 | loss: 0.03118 | val_loss: 0.0311834 | Time: 2807.58 ms
[2022-04-10 18:36:19 main:574] : INFO : Epoch 1628 | loss: 0.0311799 | val_loss: 0.0311821 | Time: 2672.8 ms
[2022-04-10 18:36:22 main:574] : INFO : Epoch 1629 | loss: 0.0311787 | val_loss: 0.0311842 | Time: 2646.4 ms
[2022-04-10 18:36:25 main:574] : INFO : Epoch 1630 | loss: 0.0311788 | val_loss: 0.0311833 | Time: 2753.84 ms
[2022-04-10 18:36:27 main:574] : INFO : Epoch 1631 | loss: 0.0311783 | val_loss: 0.031181 | Time: 2725.91 ms
[2022-04-10 18:36:30 main:574] : INFO : Epoch 1632 | loss: 0.0311776 | val_loss: 0.031182 | Time: 2664.9 ms
[2022-04-10 18:36:33 main:574] : INFO : Epoch 1633 | loss: 0.0311808 | val_loss: 0.0311816 | Time: 2836.67 ms
[2022-04-10 18:36:36 main:574] : INFO : Epoch 1634 | loss: 0.0311797 | val_loss: 0.0311934 | Time: 2685.42 ms
[2022-04-10 18:36:38 main:574] : INFO : Epoch 1635 | loss: 0.0311822 | val_loss: 0.0311855 | Time: 2805.35 ms
[2022-04-10 18:36:41 main:574] : INFO : Epoch 1636 | loss: 0.0311798 | val_loss: 0.031181 | Time: 2709.16 ms
[2022-04-10 18:36:44 main:574] : INFO : Epoch 1637 | loss: 0.031181 | val_loss: 0.0311857 | Time: 2653.08 ms
[2022-04-10 18:36:47 main:574] : INFO : Epoch 1638 | loss: 0.0311794 | val_loss: 0.0311815 | Time: 2765.83 ms
[2022-04-10 18:36:49 main:574] : INFO : Epoch 1639 | loss: 0.0311779 | val_loss: 0.0311812 | Time: 2751.45 ms
[2022-04-10 18:36:52 main:574] : INFO : Epoch 1640 | loss: 0.0311782 | val_loss: 0.0311821 | Time: 2727.72 ms
[2022-04-10 18:36:55 main:574] : INFO : Epoch 1641 | loss: 0.0311781 | val_loss: 0.0311811 | Time: 2692.26 ms
[2022-04-10 18:36:57 main:574] : INFO : Epoch 1642 | loss: 0.0311777 | val_loss: 0.0311815 | Time: 2717.35 ms
[2022-04-10 18:37:00 main:574] : INFO : Epoch 1643 | loss: 0.031177 | val_loss: 0.0311812 | Time: 2785.11 ms
[2022-04-10 18:37:03 main:574] : INFO : Epoch 1644 | loss: 0.031177 | val_loss: 0.0311821 | Time: 2751.61 ms
[2022-04-10 18:37:06 main:574] : INFO : Epoch 1645 | loss: 0.0311774 | val_loss: 0.0311817 | Time: 2780.21 ms
[2022-04-10 18:37:09 main:574] : INFO : Epoch 1646 | loss: 0.0311782 | val_loss: 0.0311812 | Time: 2733.6 ms
[2022-04-10 18:37:11 main:574] : INFO : Epoch 1647 | loss: 0.0311783 | val_loss: 0.031184 | Time: 2799.17 ms
[2022-04-10 18:37:14 main:574] : INFO : Epoch 1648 | loss: 0.0311806 | val_loss: 0.0311829 | Time: 2634.32 ms
[2022-04-10 18:37:17 main:574] : INFO : Epoch 1649 | loss: 0.0311826 | val_loss: 0.0311887 | Time: 2764.68 ms
[2022-04-10 18:37:19 main:574] : INFO : Epoch 1650 | loss: 0.0311815 | val_loss: 0.031183 | Time: 2651.76 ms
[2022-04-10 18:37:22 main:574] : INFO : Epoch 1651 | loss: 0.03118 | val_loss: 0.0311858 | Time: 2771.51 ms
[2022-04-10 18:37:25 main:574] : INFO : Epoch 1652 | loss: 0.0311808 | val_loss: 0.0311847 | Time: 2711.38 ms
[2022-04-10 18:37:28 main:574] : INFO : Epoch 1653 | loss: 0.0311816 | val_loss: 0.0311834 | Time: 2679.29 ms
[2022-04-10 18:37:30 main:574] : INFO : Epoch 1654 | loss: 0.03118 | val_loss: 0.0311843 | Time: 2866.19 ms
[2022-04-10 18:37:33 main:574] : INFO : Epoch 1655 | loss: 0.031179 | val_loss: 0.0311836 | Time: 2677.67 ms
[2022-04-10 18:37:36 main:574] : INFO : Epoch 1656 | loss: 0.0311784 | val_loss: 0.0311828 | Time: 2728.29 ms
[2022-04-10 18:37:39 main:574] : INFO : Epoch 1657 | loss: 0.0311816 | val_loss: 0.031183 | Time: 2746.47 ms
[2022-04-10 18:37:41 main:574] : INFO : Epoch 1658 | loss: 0.0311851 | val_loss: 0.0311902 | Time: 2751.76 ms
[2022-04-10 18:37:44 main:574] : INFO : Epoch 1659 | loss: 0.0311817 | val_loss: 0.0311836 | Time: 2585.38 ms
[2022-04-10 18:37:47 main:574] : INFO : Epoch 1660 | loss: 0.0311813 | val_loss: 0.031186 | Time: 2764.13 ms
[2022-04-10 18:37:49 main:574] : INFO : Epoch 1661 | loss: 0.0311789 | val_loss: 0.0311823 | Time: 2744.23 ms
[2022-04-10 18:37:52 main:574] : INFO : Epoch 1662 | loss: 0.0311796 | val_loss: 0.0311861 | Time: 2768.78 ms
[2022-04-10 18:37:55 main:574] : INFO : Epoch 1663 | loss: 0.0311799 | val_loss: 0.0311847 | Time: 2698.25 ms
[2022-04-10 18:37:58 main:574] : INFO : Epoch 1664 | loss: 0.0311787 | val_loss: 0.0311891 | Time: 2708.52 ms
[2022-04-10 18:38:00 main:574] : INFO : Epoch 1665 | loss: 0.0311906 | val_loss: 0.0311879 | Time: 2777.7 ms
[2022-04-10 18:38:03 main:574] : INFO : Epoch 1666 | loss: 0.0311893 | val_loss: 0.0311892 | Time: 2795.18 ms
[2022-04-10 18:38:06 main:574] : INFO : Epoch 1667 | loss: 0.0311902 | val_loss: 0.0311883 | Time: 2682.15 ms
[2022-04-10 18:38:09 main:574] : INFO : Epoch 1668 | loss: 0.0311888 | val_loss: 0.0311889 | Time: 2702.97 ms
[2022-04-10 18:38:11 main:574] : INFO : Epoch 1669 | loss: 0.0311873 | val_loss: 0.0311864 | Time: 2790.25 ms
[2022-04-10 18:38:14 main:574] : INFO : Epoch 1670 | loss: 0.0311862 | val_loss: 0.0311873 | Time: 2818.22 ms
[2022-04-10 18:38:17 main:574] : INFO : Epoch 1671 | loss: 0.0311861 | val_loss: 0.0311855 | Time: 2729.55 ms
[2022-04-10 18:38:20 main:574] : INFO : Epoch 1672 | loss: 0.0311848 | val_loss: 0.0311867 | Time: 2653.01 ms
[2022-04-10 18:38:22 main:574] : INFO : Epoch 1673 | loss: 0.0311851 | val_loss: 0.0311853 | Time: 2679.33 ms
[2022-04-10 18:38:25 main:574] : INFO : Epoch 1674 | loss: 0.0311859 | val_loss: 0.0311864 | Time: 2749.74 ms
[2022-04-10 18:38:28 main:574] : INFO : Epoch 1675 | loss: 0.0311851 | val_loss: 0.0311863 | Time: 2774.78 ms
[2022-04-10 18:38:31 main:574] : INFO : Epoch 1676 | loss: 0.0311845 | val_loss: 0.0311875 | Time: 2708.85 ms
[2022-04-10 18:38:33 main:574] : INFO : Epoch 1677 | loss: 0.0311863 | val_loss: 0.0311884 | Time: 2733.38 ms
[2022-04-10 18:38:36 main:574] : INFO : Epoch 1678 | loss: 0.0311865 | val_loss: 0.0311881 | Time: 2732.26 ms
[2022-04-10 18:38:39 main:574] : INFO : Epoch 1679 | loss: 0.0311858 | val_loss: 0.0311875 | Time: 2572.31 ms
[2022-04-10 18:38:41 main:574] : INFO : Epoch 1680 | loss: 0.0311846 | val_loss: 0.031187 | Time: 2710.15 ms
[2022-04-10 18:38:44 main:574] : INFO : Epoch 1681 | loss: 0.0311836 | val_loss: 0.0311864 | Time: 2769.59 ms
[2022-04-10 18:38:47 main:574] : INFO : Epoch 1682 | loss: 0.0311839 | val_loss: 0.0311857 | Time: 2598.92 ms
[2022-04-10 18:38:49 main:574] : INFO : Epoch 1683 | loss: 0.0311834 | val_loss: 0.0311866 | Time: 2726.89 ms
[2022-04-10 18:38:52 main:574] : INFO : Epoch 1684 | loss: 0.0311829 | val_loss: 0.0311854 | Time: 2812.25 ms
[2022-04-10 18:38:55 main:574] : INFO : Epoch 1685 | loss: 0.031186 | val_loss: 0.0311914 | Time: 2673.57 ms
[2022-04-10 18:38:58 main:574] : INFO : Epoch 1686 | loss: 0.0311855 | val_loss: 0.0311892 | Time: 2758.02 ms
[2022-04-10 18:39:00 main:574] : INFO : Epoch 1687 | loss: 0.0311847 | val_loss: 0.0311879 | Time: 2742.89 ms
[2022-04-10 18:39:03 main:574] : INFO : Epoch 1688 | loss: 0.0311843 | val_loss: 0.0311883 | Time: 2639.39 ms
[2022-04-10 18:39:06 main:574] : INFO : Epoch 1689 | loss: 0.0311834 | val_loss: 0.0311859 | Time: 2859.78 ms
[2022-04-10 18:39:09 main:574] : INFO : Epoch 1690 | loss: 0.031183 | val_loss: 0.0311856 | Time: 2783.28 ms
[2022-04-10 18:39:12 main:574] : INFO : Epoch 1691 | loss: 0.0311818 | val_loss: 0.0311865 | Time: 2780.52 ms
[2022-04-10 18:39:14 main:574] : INFO : Epoch 1692 | loss: 0.0311824 | val_loss: 0.0311854 | Time: 2770.29 ms
[2022-04-10 18:39:17 main:574] : INFO : Epoch 1693 | loss: 0.0311828 | val_loss: 0.0311863 | Time: 2656.44 ms
[2022-04-10 18:39:20 main:574] : INFO : Epoch 1694 | loss: 0.0311834 | val_loss: 0.0311885 | Time: 2772.46 ms
[2022-04-10 18:39:22 main:574] : INFO : Epoch 1695 | loss: 0.0311879 | val_loss: 0.0311936 | Time: 2696.75 ms
[2022-04-10 18:39:25 main:574] : INFO : Epoch 1696 | loss: 0.0311901 | val_loss: 0.0311904 | Time: 2813.03 ms
[2022-04-10 18:39:28 main:574] : INFO : Epoch 1697 | loss: 0.0311886 | val_loss: 0.0311897 | Time: 2715.3 ms
[2022-04-10 18:39:31 main:574] : INFO : Epoch 1698 | loss: 0.0311898 | val_loss: 0.0311929 | Time: 2721.69 ms
[2022-04-10 18:39:34 main:574] : INFO : Epoch 1699 | loss: 0.0311882 | val_loss: 0.0311907 | Time: 2784.4 ms
[2022-04-10 18:39:36 main:574] : INFO : Epoch 1700 | loss: 0.0311873 | val_loss: 0.0311886 | Time: 2825.01 ms
[2022-04-10 18:39:39 main:574] : INFO : Epoch 1701 | loss: 0.031187 | val_loss: 0.0311879 | Time: 2679.35 ms
[2022-04-10 18:39:42 main:574] : INFO : Epoch 1702 | loss: 0.0311872 | val_loss: 0.031188 | Time: 2851.87 ms
[2022-04-10 18:39:45 main:574] : INFO : Epoch 1703 | loss: 0.0311861 | val_loss: 0.0311887 | Time: 2661.97 ms
[2022-04-10 18:39:47 main:574] : INFO : Epoch 1704 | loss: 0.0311867 | val_loss: 0.0311884 | Time: 2741.96 ms
[2022-04-10 18:39:50 main:574] : INFO : Epoch 1705 | loss: 0.0311878 | val_loss: 0.0311884 | Time: 2692.36 ms
[2022-04-10 18:39:53 main:574] : INFO : Epoch 1706 | loss: 0.0311881 | val_loss: 0.0311919 | Time: 2721.14 ms
[2022-04-10 18:39:56 main:574] : INFO : Epoch 1707 | loss: 0.0311865 | val_loss: 0.0311883 | Time: 2728.48 ms
[2022-04-10 18:39:58 main:574] : INFO : Epoch 1708 | loss: 0.0311854 | val_loss: 0.0311929 | Time: 2640.76 ms
[2022-04-10 18:40:01 main:574] : INFO : Epoch 1709 | loss: 0.0311852 | val_loss: 0.0311894 | Time: 2756.32 ms
[2022-04-10 18:40:04 main:574] : INFO : Epoch 1710 | loss: 0.0311842 | val_loss: 0.0311899 | Time: 2672.18 ms
[2022-04-10 18:40:06 main:574] : INFO : Epoch 1711 | loss: 0.0311842 | val_loss: 0.0311882 | Time: 2856.37 ms
[2022-04-10 18:40:09 main:574] : INFO : Epoch 1712 | loss: 0.0311856 | val_loss: 0.031188 | Time: 2755.18 ms
[2022-04-10 18:40:12 main:574] : INFO : Epoch 1713 | loss: 0.0311847 | val_loss: 0.0311897 | Time: 2729.77 ms
[2022-04-10 18:40:15 main:574] : INFO : Epoch 1714 | loss: 0.0311851 | val_loss: 0.0311898 | Time: 2756.85 ms
[2022-04-10 18:40:17 main:574] : INFO : Epoch 1715 | loss: 0.0311847 | val_loss: 0.0311901 | Time: 2767.42 ms
[2022-04-10 18:40:20 main:574] : INFO : Epoch 1716 | loss: 0.0311868 | val_loss: 0.031191 | Time: 2867.23 ms
[2022-04-10 18:40:23 main:574] : INFO : Epoch 1717 | loss: 0.0311872 | val_loss: 0.0311931 | Time: 2755.29 ms
[2022-04-10 18:40:26 main:574] : INFO : Epoch 1718 | loss: 0.0311858 | val_loss: 0.0311894 | Time: 2699.44 ms
[2022-04-10 18:40:29 main:574] : INFO : Epoch 1719 | loss: 0.0311848 | val_loss: 0.0311876 | Time: 2728.73 ms
[2022-04-10 18:40:31 main:574] : INFO : Epoch 1720 | loss: 0.0311845 | val_loss: 0.0311876 | Time: 2676 ms
[2022-04-10 18:40:34 main:574] : INFO : Epoch 1721 | loss: 0.031185 | val_loss: 0.0311899 | Time: 2762 ms
[2022-04-10 18:40:37 main:574] : INFO : Epoch 1722 | loss: 0.0311878 | val_loss: 0.0311881 | Time: 2689.61 ms
[2022-04-10 18:40:39 main:574] : INFO : Epoch 1723 | loss: 0.0311867 | val_loss: 0.0311888 | Time: 2736.4 ms
[2022-04-10 18:40:42 main:574] : INFO : Epoch 1724 | loss: 0.0311863 | val_loss: 0.0311893 | Time: 2675.7 ms
[2022-04-10 18:40:45 main:574] : INFO : Epoch 1725 | loss: 0.0311851 | val_loss: 0.0311863 | Time: 2724.55 ms
[2022-04-10 18:40:48 main:574] : INFO : Epoch 1726 | loss: 0.0311857 | val_loss: 0.031188 | Time: 2730.57 ms
[2022-04-10 18:40:50 main:574] : INFO : Epoch 1727 | loss: 0.0311848 | val_loss: 0.0311879 | Time: 2796.27 ms
[2022-04-10 18:40:53 main:574] : INFO : Epoch 1728 | loss: 0.0311841 | val_loss: 0.0311864 | Time: 2664.6 ms
[2022-04-10 18:40:56 main:574] : INFO : Epoch 1729 | loss: 0.0311835 | val_loss: 0.0311879 | Time: 2662.43 ms
[2022-04-10 18:40:58 main:574] : INFO : Epoch 1730 | loss: 0.031185 | val_loss: 0.0311853 | Time: 2643.61 ms
[2022-04-10 18:41:01 main:574] : INFO : Epoch 1731 | loss: 0.0311833 | val_loss: 0.0311857 | Time: 2706.28 ms
[2022-04-10 18:41:04 main:574] : INFO : Epoch 1732 | loss: 0.0311843 | val_loss: 0.0311859 | Time: 2769.93 ms
[2022-04-10 18:41:07 main:574] : INFO : Epoch 1733 | loss: 0.0311857 | val_loss: 0.0311869 | Time: 2768.72 ms
[2022-04-10 18:41:09 main:574] : INFO : Epoch 1734 | loss: 0.0311851 | val_loss: 0.0311867 | Time: 2602.57 ms
[2022-04-10 18:41:12 main:574] : INFO : Epoch 1735 | loss: 0.0311851 | val_loss: 0.0311872 | Time: 2675.46 ms
[2022-04-10 18:41:15 main:574] : INFO : Epoch 1736 | loss: 0.0311866 | val_loss: 0.0311842 | Time: 2649.34 ms
[2022-04-10 18:41:17 main:574] : INFO : Epoch 1737 | loss: 0.0311871 | val_loss: 0.0311883 | Time: 2668.94 ms
[2022-04-10 18:41:20 main:574] : INFO : Epoch 1738 | loss: 0.0311863 | val_loss: 0.0311812 | Time: 2639.71 ms
[2022-04-10 18:41:23 main:574] : INFO : Epoch 1739 | loss: 0.0311855 | val_loss: 0.0311843 | Time: 2803.83 ms
[2022-04-10 18:41:26 main:574] : INFO : Epoch 1740 | loss: 0.0311856 | val_loss: 0.0311843 | Time: 2822.81 ms
[2022-04-10 18:41:28 main:574] : INFO : Epoch 1741 | loss: 0.0311862 | val_loss: 0.0311857 | Time: 2751.9 ms
[2022-04-10 18:41:31 main:574] : INFO : Epoch 1742 | loss: 0.0311875 | val_loss: 0.0311887 | Time: 2752.38 ms
[2022-04-10 18:41:34 main:574] : INFO : Epoch 1743 | loss: 0.0311886 | val_loss: 0.0311853 | Time: 2782.91 ms
[2022-04-10 18:41:37 main:574] : INFO : Epoch 1744 | loss: 0.0311839 | val_loss: 0.0311844 | Time: 2665.97 ms
[2022-04-10 18:41:39 main:574] : INFO : Epoch 1745 | loss: 0.0311828 | val_loss: 0.0311839 | Time: 2655.32 ms
[2022-04-10 18:41:42 main:574] : INFO : Epoch 1746 | loss: 0.0311833 | val_loss: 0.031184 | Time: 2755.49 ms
[2022-04-10 18:41:45 main:574] : INFO : Epoch 1747 | loss: 0.0311847 | val_loss: 0.0311836 | Time: 2746.21 ms
[2022-04-10 18:41:47 main:574] : INFO : Epoch 1748 | loss: 0.0311826 | val_loss: 0.0311828 | Time: 2720.16 ms
[2022-04-10 18:41:50 main:574] : INFO : Epoch 1749 | loss: 0.0311817 | val_loss: 0.031183 | Time: 2667.55 ms
[2022-04-10 18:41:53 main:574] : INFO : Epoch 1750 | loss: 0.0311812 | val_loss: 0.031183 | Time: 2656.86 ms
[2022-04-10 18:41:55 main:574] : INFO : Epoch 1751 | loss: 0.0311807 | val_loss: 0.031184 | Time: 2649.13 ms
[2022-04-10 18:41:58 main:574] : INFO : Epoch 1752 | loss: 0.0311808 | val_loss: 0.0311826 | Time: 2611.35 ms
[2022-04-10 18:42:01 main:574] : INFO : Epoch 1753 | loss: 0.0311809 | val_loss: 0.0311836 | Time: 2631.09 ms
[2022-04-10 18:42:03 main:574] : INFO : Epoch 1754 | loss: 0.0311812 | val_loss: 0.0311844 | Time: 2781.96 ms
[2022-04-10 18:42:06 main:574] : INFO : Epoch 1755 | loss: 0.0311815 | val_loss: 0.0311846 | Time: 2779.45 ms
[2022-04-10 18:42:09 main:574] : INFO : Epoch 1756 | loss: 0.0311824 | val_loss: 0.0311855 | Time: 2845.05 ms
[2022-04-10 18:42:12 main:574] : INFO : Epoch 1757 | loss: 0.0311825 | val_loss: 0.0311828 | Time: 2834.42 ms
[2022-04-10 18:42:15 main:574] : INFO : Epoch 1758 | loss: 0.0311815 | val_loss: 0.0311827 | Time: 2666.03 ms
[2022-04-10 18:42:17 main:574] : INFO : Epoch 1759 | loss: 0.0311807 | val_loss: 0.0311825 | Time: 2693.22 ms
[2022-04-10 18:42:20 main:574] : INFO : Epoch 1760 | loss: 0.0311798 | val_loss: 0.0311822 | Time: 2750.34 ms
[2022-04-10 18:42:23 main:574] : INFO : Epoch 1761 | loss: 0.0311801 | val_loss: 0.0311815 | Time: 2634.98 ms
[2022-04-10 18:42:25 main:574] : INFO : Epoch 1762 | loss: 0.0311799 | val_loss: 0.0311821 | Time: 2738.9 ms
[2022-04-10 18:42:28 main:574] : INFO : Epoch 1763 | loss: 0.0311822 | val_loss: 0.0311826 | Time: 2730.01 ms
[2022-04-10 18:42:31 main:574] : INFO : Epoch 1764 | loss: 0.0311827 | val_loss: 0.0311822 | Time: 2608.23 ms
[2022-04-10 18:42:34 main:574] : INFO : Epoch 1765 | loss: 0.0311832 | val_loss: 0.0311838 | Time: 2795.42 ms
[2022-04-10 18:42:36 main:574] : INFO : Epoch 1766 | loss: 0.0311825 | val_loss: 0.0311841 | Time: 2863.64 ms
[2022-04-10 18:42:39 main:574] : INFO : Epoch 1767 | loss: 0.0311939 | val_loss: 0.0312051 | Time: 2815.1 ms
[2022-04-10 18:42:42 main:574] : INFO : Epoch 1768 | loss: 0.0428506 | val_loss: 0.0601736 | Time: 2712 ms
[2022-04-10 18:42:45 main:574] : INFO : Epoch 1769 | loss: 0.0450659 | val_loss: 0.0361788 | Time: 2678.41 ms
[2022-04-10 18:42:47 main:574] : INFO : Epoch 1770 | loss: 0.0326203 | val_loss: 0.031496 | Time: 2681.94 ms
[2022-04-10 18:42:50 main:574] : INFO : Epoch 1771 | loss: 0.0314314 | val_loss: 0.031282 | Time: 2686.91 ms
[2022-04-10 18:42:53 main:574] : INFO : Epoch 1772 | loss: 0.0312662 | val_loss: 0.0312523 | Time: 2672.63 ms
[2022-04-10 18:42:55 main:574] : INFO : Epoch 1773 | loss: 0.0312425 | val_loss: 0.0312382 | Time: 2776.92 ms
[2022-04-10 18:42:58 main:574] : INFO : Epoch 1774 | loss: 0.0312357 | val_loss: 0.0312346 | Time: 2762.13 ms
[2022-04-10 18:43:01 main:574] : INFO : Epoch 1775 | loss: 0.0312333 | val_loss: 0.0312322 | Time: 2758.03 ms
[2022-04-10 18:43:04 main:574] : INFO : Epoch 1776 | loss: 0.0312319 | val_loss: 0.0312306 | Time: 2773.15 ms
[2022-04-10 18:43:07 main:574] : INFO : Epoch 1777 | loss: 0.0312303 | val_loss: 0.0312287 | Time: 2868.82 ms
[2022-04-10 18:43:09 main:574] : INFO : Epoch 1778 | loss: 0.031228 | val_loss: 0.0312269 | Time: 2746.09 ms
[2022-04-10 18:43:12 main:574] : INFO : Epoch 1779 | loss: 0.0312266 | val_loss: 0.0312256 | Time: 2678.32 ms
[2022-04-10 18:43:15 main:574] : INFO : Epoch 1780 | loss: 0.0312245 | val_loss: 0.0312233 | Time: 2819.97 ms
[2022-04-10 18:43:18 main:574] : INFO : Epoch 1781 | loss: 0.0312244 | val_loss: 0.0312285 | Time: 2767.96 ms
[2022-04-10 18:43:20 main:574] : INFO : Epoch 1782 | loss: 0.0312238 | val_loss: 0.0312236 | Time: 2671.57 ms
[2022-04-10 18:43:23 main:574] : INFO : Epoch 1783 | loss: 0.0312204 | val_loss: 0.0312177 | Time: 2775.61 ms
[2022-04-10 18:43:26 main:574] : INFO : Epoch 1784 | loss: 0.0312165 | val_loss: 0.0312124 | Time: 2646.67 ms
[2022-04-10 18:43:29 main:574] : INFO : Epoch 1785 | loss: 0.031215 | val_loss: 0.0312114 | Time: 2739.59 ms
[2022-04-10 18:43:31 main:574] : INFO : Epoch 1786 | loss: 0.0312116 | val_loss: 0.0312139 | Time: 2791.45 ms
[2022-04-10 18:43:34 main:574] : INFO : Epoch 1787 | loss: 0.031212 | val_loss: 0.031208 | Time: 2731.52 ms
[2022-04-10 18:43:37 main:574] : INFO : Epoch 1788 | loss: 0.0312089 | val_loss: 0.0312071 | Time: 2724.51 ms
[2022-04-10 18:43:40 main:574] : INFO : Epoch 1789 | loss: 0.0312144 | val_loss: 0.0312121 | Time: 2743.04 ms
[2022-04-10 18:43:42 main:574] : INFO : Epoch 1790 | loss: 0.0312095 | val_loss: 0.031209 | Time: 2822.08 ms
[2022-04-10 18:43:45 main:574] : INFO : Epoch 1791 | loss: 0.0312113 | val_loss: 0.0312055 | Time: 2778.92 ms
[2022-04-10 18:43:48 main:574] : INFO : Epoch 1792 | loss: 0.0312071 | val_loss: 0.0312063 | Time: 2746.41 ms
[2022-04-10 18:43:51 main:574] : INFO : Epoch 1793 | loss: 0.0312095 | val_loss: 0.0312097 | Time: 2771.4 ms
[2022-04-10 18:43:53 main:574] : INFO : Epoch 1794 | loss: 0.0312063 | val_loss: 0.0312054 | Time: 2727.2 ms
[2022-04-10 18:43:56 main:574] : INFO : Epoch 1795 | loss: 0.0312073 | val_loss: 0.031209 | Time: 2704.51 ms
[2022-04-10 18:43:59 main:574] : INFO : Epoch 1796 | loss: 0.0312055 | val_loss: 0.0312022 | Time: 2654.65 ms
[2022-04-10 18:44:02 main:574] : INFO : Epoch 1797 | loss: 0.0312043 | val_loss: 0.0312031 | Time: 2756.05 ms
[2022-04-10 18:44:04 main:574] : INFO : Epoch 1798 | loss: 0.031204 | val_loss: 0.0312041 | Time: 2762.16 ms
[2022-04-10 18:44:07 main:574] : INFO : Epoch 1799 | loss: 0.0312058 | val_loss: 0.0312156 | Time: 2685.17 ms
[2022-04-10 18:44:10 main:574] : INFO : Epoch 1800 | loss: 0.0312061 | val_loss: 0.0312036 | Time: 2681.31 ms
[2022-04-10 18:44:12 main:574] : INFO : Epoch 1801 | loss: 0.0312068 | val_loss: 0.0312024 | Time: 2786.23 ms
[2022-04-10 18:44:15 main:574] : INFO : Epoch 1802 | loss: 0.0312046 | val_loss: 0.0312017 | Time: 2736.39 ms
[2022-04-10 18:44:18 main:574] : INFO : Epoch 1803 | loss: 0.0312087 | val_loss: 0.0312063 | Time: 2719.43 ms
[2022-04-10 18:44:21 main:574] : INFO : Epoch 1804 | loss: 0.0312071 | val_loss: 0.0312115 | Time: 2709.66 ms
[2022-04-10 18:44:23 main:574] : INFO : Epoch 1805 | loss: 0.0312043 | val_loss: 0.0311997 | Time: 2744.33 ms
[2022-04-10 18:44:26 main:574] : INFO : Epoch 1806 | loss: 0.0312003 | val_loss: 0.0311966 | Time: 2688.43 ms
[2022-04-10 18:44:29 main:574] : INFO : Epoch 1807 | loss: 0.0312007 | val_loss: 0.031198 | Time: 2738 ms
[2022-04-10 18:44:32 main:574] : INFO : Epoch 1808 | loss: 0.0312013 | val_loss: 0.0311993 | Time: 2747.39 ms
[2022-04-10 18:44:34 main:574] : INFO : Epoch 1809 | loss: 0.0312006 | val_loss: 0.0311992 | Time: 2703.71 ms
[2022-04-10 18:44:37 main:574] : INFO : Epoch 1810 | loss: 0.0312002 | val_loss: 0.0311976 | Time: 2767.9 ms
[2022-04-10 18:44:40 main:574] : INFO : Epoch 1811 | loss: 0.0311985 | val_loss: 0.0311962 | Time: 2742.39 ms
[2022-04-10 18:44:43 main:574] : INFO : Epoch 1812 | loss: 0.0312008 | val_loss: 0.0312038 | Time: 2770.57 ms
[2022-04-10 18:44:45 main:574] : INFO : Epoch 1813 | loss: 0.0311988 | val_loss: 0.0311954 | Time: 2592.57 ms
[2022-04-10 18:44:48 main:574] : INFO : Epoch 1814 | loss: 0.0311982 | val_loss: 0.0312029 | Time: 2670.43 ms
[2022-04-10 18:44:51 main:574] : INFO : Epoch 1815 | loss: 0.0311983 | val_loss: 0.0311964 | Time: 2771.45 ms
[2022-04-10 18:44:53 main:574] : INFO : Epoch 1816 | loss: 0.0311973 | val_loss: 0.0311949 | Time: 2745.18 ms
[2022-04-10 18:44:56 main:574] : INFO : Epoch 1817 | loss: 0.0311997 | val_loss: 0.0311992 | Time: 2748.76 ms
[2022-04-10 18:44:59 main:574] : INFO : Epoch 1818 | loss: 0.0311971 | val_loss: 0.0311945 | Time: 2702.37 ms
[2022-04-10 18:45:02 main:574] : INFO : Epoch 1819 | loss: 0.0311968 | val_loss: 0.0312052 | Time: 2820.94 ms
[2022-04-10 18:45:04 main:574] : INFO : Epoch 1820 | loss: 0.0312013 | val_loss: 0.0311935 | Time: 2633.48 ms
[2022-04-10 18:45:07 main:574] : INFO : Epoch 1821 | loss: 0.0312024 | val_loss: 0.0312051 | Time: 2768.76 ms
[2022-04-10 18:45:10 main:574] : INFO : Epoch 1822 | loss: 0.0311982 | val_loss: 0.0311961 | Time: 2807.52 ms
[2022-04-10 18:45:13 main:574] : INFO : Epoch 1823 | loss: 0.0312019 | val_loss: 0.0311946 | Time: 2624.6 ms
[2022-04-10 18:45:15 main:574] : INFO : Epoch 1824 | loss: 0.0312 | val_loss: 0.0312051 | Time: 2674.34 ms
[2022-04-10 18:45:18 main:574] : INFO : Epoch 1825 | loss: 0.0311961 | val_loss: 0.0311925 | Time: 2678.32 ms
[2022-04-10 18:45:21 main:574] : INFO : Epoch 1826 | loss: 0.0311957 | val_loss: 0.0311927 | Time: 2668.25 ms
[2022-04-10 18:45:23 main:574] : INFO : Epoch 1827 | loss: 0.0312007 | val_loss: 0.0311923 | Time: 2784.07 ms
[2022-04-10 18:45:26 main:574] : INFO : Epoch 1828 | loss: 0.0311958 | val_loss: 0.0311971 | Time: 2819.33 ms
[2022-04-10 18:45:29 main:574] : INFO : Epoch 1829 | loss: 0.0311954 | val_loss: 0.031192 | Time: 2670.12 ms
[2022-04-10 18:45:32 main:574] : INFO : Epoch 1830 | loss: 0.031194 | val_loss: 0.0311918 | Time: 2774.1 ms
[2022-04-10 18:45:34 main:574] : INFO : Epoch 1831 | loss: 0.0311953 | val_loss: 0.0311971 | Time: 2695.23 ms
[2022-04-10 18:45:37 main:574] : INFO : Epoch 1832 | loss: 0.0311962 | val_loss: 0.0311947 | Time: 2770.68 ms
[2022-04-10 18:45:40 main:574] : INFO : Epoch 1833 | loss: 0.0311957 | val_loss: 0.0311916 | Time: 2640.51 ms
[2022-04-10 18:45:42 main:574] : INFO : Epoch 1834 | loss: 0.0311946 | val_loss: 0.0311935 | Time: 2638.25 ms
[2022-04-10 18:45:45 main:574] : INFO : Epoch 1835 | loss: 0.0311964 | val_loss: 0.0311915 | Time: 2761.28 ms
[2022-04-10 18:45:48 main:574] : INFO : Epoch 1836 | loss: 0.0311943 | val_loss: 0.0311917 | Time: 2628.55 ms
[2022-04-10 18:45:50 main:574] : INFO : Epoch 1837 | loss: 0.0311943 | val_loss: 0.0311947 | Time: 2701.41 ms
[2022-04-10 18:45:53 main:574] : INFO : Epoch 1838 | loss: 0.0311979 | val_loss: 0.0312007 | Time: 2758.81 ms
[2022-04-10 18:45:56 main:574] : INFO : Epoch 1839 | loss: 0.0312026 | val_loss: 0.0312043 | Time: 2685.94 ms
[2022-04-10 18:45:59 main:574] : INFO : Epoch 1840 | loss: 0.0311995 | val_loss: 0.0311913 | Time: 2674.62 ms
[2022-04-10 18:46:01 main:574] : INFO : Epoch 1841 | loss: 0.0311943 | val_loss: 0.0311911 | Time: 2671.68 ms
[2022-04-10 18:46:04 main:574] : INFO : Epoch 1842 | loss: 0.0311995 | val_loss: 0.0311949 | Time: 2666.95 ms
[2022-04-10 18:46:07 main:574] : INFO : Epoch 1843 | loss: 0.0311987 | val_loss: 0.0311918 | Time: 2739.77 ms
[2022-04-10 18:46:09 main:574] : INFO : Epoch 1844 | loss: 0.0311979 | val_loss: 0.031191 | Time: 2666.56 ms
[2022-04-10 18:46:12 main:574] : INFO : Epoch 1845 | loss: 0.0311938 | val_loss: 0.0311918 | Time: 2641.04 ms
[2022-04-10 18:46:15 main:574] : INFO : Epoch 1846 | loss: 0.0311937 | val_loss: 0.0311913 | Time: 2729.21 ms
[2022-04-10 18:46:18 main:574] : INFO : Epoch 1847 | loss: 0.0311952 | val_loss: 0.0311915 | Time: 2776.99 ms
[2022-04-10 18:46:20 main:574] : INFO : Epoch 1848 | loss: 0.0311927 | val_loss: 0.0311922 | Time: 2686.48 ms
[2022-04-10 18:46:23 main:574] : INFO : Epoch 1849 | loss: 0.0311947 | val_loss: 0.0311964 | Time: 2634.73 ms
[2022-04-10 18:46:26 main:574] : INFO : Epoch 1850 | loss: 0.0311958 | val_loss: 0.0311961 | Time: 2769.54 ms
[2022-04-10 18:46:28 main:574] : INFO : Epoch 1851 | loss: 0.0311984 | val_loss: 0.031193 | Time: 2779.95 ms
[2022-04-10 18:46:31 main:574] : INFO : Epoch 1852 | loss: 0.0311953 | val_loss: 0.0311933 | Time: 2858.73 ms
[2022-04-10 18:46:34 main:574] : INFO : Epoch 1853 | loss: 0.0311942 | val_loss: 0.0311963 | Time: 2738.14 ms
[2022-04-10 18:46:37 main:574] : INFO : Epoch 1854 | loss: 0.0311947 | val_loss: 0.0311927 | Time: 2710.49 ms
[2022-04-10 18:46:39 main:574] : INFO : Epoch 1855 | loss: 0.0311927 | val_loss: 0.0311924 | Time: 2754.85 ms
[2022-04-10 18:46:42 main:574] : INFO : Epoch 1856 | loss: 0.0311925 | val_loss: 0.0311944 | Time: 2752.29 ms
[2022-04-10 18:46:45 main:574] : INFO : Epoch 1857 | loss: 0.0311937 | val_loss: 0.031192 | Time: 2634.39 ms
[2022-04-10 18:46:48 main:574] : INFO : Epoch 1858 | loss: 0.0311923 | val_loss: 0.0311978 | Time: 2704.74 ms
[2022-04-10 18:46:50 main:574] : INFO : Epoch 1859 | loss: 0.0311943 | val_loss: 0.0312003 | Time: 2596.59 ms
[2022-04-10 18:46:53 main:574] : INFO : Epoch 1860 | loss: 0.0311925 | val_loss: 0.0311939 | Time: 2644.81 ms
[2022-04-10 18:46:56 main:574] : INFO : Epoch 1861 | loss: 0.0311975 | val_loss: 0.0312058 | Time: 2798.08 ms
[2022-04-10 18:46:58 main:574] : INFO : Epoch 1862 | loss: 0.0311947 | val_loss: 0.0311935 | Time: 2661.91 ms
[2022-04-10 18:47:01 main:574] : INFO : Epoch 1863 | loss: 0.031192 | val_loss: 0.0311915 | Time: 2680.76 ms
[2022-04-10 18:47:04 main:574] : INFO : Epoch 1864 | loss: 0.0311918 | val_loss: 0.0311941 | Time: 2632.83 ms
[2022-04-10 18:47:06 main:574] : INFO : Epoch 1865 | loss: 0.0311902 | val_loss: 0.0311926 | Time: 2696.66 ms
[2022-04-10 18:47:09 main:574] : INFO : Epoch 1866 | loss: 0.0311915 | val_loss: 0.0311918 | Time: 2750.73 ms
[2022-04-10 18:47:12 main:574] : INFO : Epoch 1867 | loss: 0.0311927 | val_loss: 0.0311998 | Time: 2749.83 ms
[2022-04-10 18:47:15 main:574] : INFO : Epoch 1868 | loss: 0.0311915 | val_loss: 0.031191 | Time: 2695.42 ms
[2022-04-10 18:47:17 main:574] : INFO : Epoch 1869 | loss: 0.0311908 | val_loss: 0.0311958 | Time: 2597.37 ms
[2022-04-10 18:47:20 main:574] : INFO : Epoch 1870 | loss: 0.0311917 | val_loss: 0.0311924 | Time: 2694.32 ms
[2022-04-10 18:47:23 main:574] : INFO : Epoch 1871 | loss: 0.0311902 | val_loss: 0.0311941 | Time: 2746.89 ms
[2022-04-10 18:47:25 main:574] : INFO : Epoch 1872 | loss: 0.0311895 | val_loss: 0.0311922 | Time: 2717.88 ms
[2022-04-10 18:47:28 main:574] : INFO : Epoch 1873 | loss: 0.0311895 | val_loss: 0.0311909 | Time: 2731.58 ms
[2022-04-10 18:47:31 main:574] : INFO : Epoch 1874 | loss: 0.0311903 | val_loss: 0.0311908 | Time: 2841.8 ms
[2022-04-10 18:47:34 main:574] : INFO : Epoch 1875 | loss: 0.0311901 | val_loss: 0.0312001 | Time: 2971.56 ms
[2022-04-10 18:47:37 main:574] : INFO : Epoch 1876 | loss: 0.0311919 | val_loss: 0.0311917 | Time: 2769.59 ms
[2022-04-10 18:47:39 main:574] : INFO : Epoch 1877 | loss: 0.0311935 | val_loss: 0.0311932 | Time: 2619.62 ms
[2022-04-10 18:47:42 main:574] : INFO : Epoch 1878 | loss: 0.0311912 | val_loss: 0.0311943 | Time: 2802.18 ms
[2022-04-10 18:47:45 main:574] : INFO : Epoch 1879 | loss: 0.0311929 | val_loss: 0.0311914 | Time: 2655.55 ms
[2022-04-10 18:47:47 main:574] : INFO : Epoch 1880 | loss: 0.031191 | val_loss: 0.0311905 | Time: 2724.67 ms
[2022-04-10 18:47:50 main:574] : INFO : Epoch 1881 | loss: 0.0311902 | val_loss: 0.0311919 | Time: 2627.55 ms
[2022-04-10 18:47:53 main:574] : INFO : Epoch 1882 | loss: 0.0311897 | val_loss: 0.0311923 | Time: 2730.47 ms
[2022-04-10 18:47:56 main:574] : INFO : Epoch 1883 | loss: 0.0311897 | val_loss: 0.0311965 | Time: 2771.93 ms
[2022-04-10 18:47:58 main:574] : INFO : Epoch 1884 | loss: 0.0311886 | val_loss: 0.0311891 | Time: 2670.65 ms
[2022-04-10 18:48:01 main:574] : INFO : Epoch 1885 | loss: 0.0311911 | val_loss: 0.0311911 | Time: 2751.35 ms
[2022-04-10 18:48:04 main:574] : INFO : Epoch 1886 | loss: 0.0311889 | val_loss: 0.0311937 | Time: 2765.42 ms
[2022-04-10 18:48:07 main:574] : INFO : Epoch 1887 | loss: 0.0311917 | val_loss: 0.0311902 | Time: 2758.74 ms
[2022-04-10 18:48:09 main:574] : INFO : Epoch 1888 | loss: 0.0311908 | val_loss: 0.0311919 | Time: 2591.88 ms
[2022-04-10 18:48:12 main:574] : INFO : Epoch 1889 | loss: 0.0311922 | val_loss: 0.0311918 | Time: 2731.35 ms
[2022-04-10 18:48:15 main:574] : INFO : Epoch 1890 | loss: 0.0311948 | val_loss: 0.0312017 | Time: 2740.56 ms
[2022-04-10 18:48:17 main:574] : INFO : Epoch 1891 | loss: 0.0311931 | val_loss: 0.0311913 | Time: 2721.79 ms
[2022-04-10 18:48:20 main:574] : INFO : Epoch 1892 | loss: 0.0311902 | val_loss: 0.0311904 | Time: 2846.21 ms
[2022-04-10 18:48:23 main:574] : INFO : Epoch 1893 | loss: 0.0311895 | val_loss: 0.0311941 | Time: 2759.48 ms
[2022-04-10 18:48:26 main:574] : INFO : Epoch 1894 | loss: 0.031191 | val_loss: 0.0311972 | Time: 2778.98 ms
[2022-04-10 18:48:29 main:574] : INFO : Epoch 1895 | loss: 0.0311912 | val_loss: 0.0311893 | Time: 2736.14 ms
[2022-04-10 18:48:31 main:574] : INFO : Epoch 1896 | loss: 0.03119 | val_loss: 0.0311933 | Time: 2786.63 ms
[2022-04-10 18:48:34 main:574] : INFO : Epoch 1897 | loss: 0.0311888 | val_loss: 0.031191 | Time: 2734.51 ms
[2022-04-10 18:48:37 main:574] : INFO : Epoch 1898 | loss: 0.0311886 | val_loss: 0.0311902 | Time: 2746.23 ms
[2022-04-10 18:48:40 main:574] : INFO : Epoch 1899 | loss: 0.0311898 | val_loss: 0.0311904 | Time: 2691.78 ms
[2022-04-10 18:48:42 main:574] : INFO : Epoch 1900 | loss: 0.0311891 | val_loss: 0.0311898 | Time: 2680.19 ms
[2022-04-10 18:48:45 main:574] : INFO : Epoch 1901 | loss: 0.0311903 | val_loss: 0.0311934 | Time: 2694.34 ms
[2022-04-10 18:48:48 main:574] : INFO : Epoch 1902 | loss: 0.0311897 | val_loss: 0.0311896 | Time: 2605.48 ms
[2022-04-10 18:48:50 main:574] : INFO : Epoch 1903 | loss: 0.0311907 | val_loss: 0.0311902 | Time: 2694.05 ms
[2022-04-10 18:48:53 main:574] : INFO : Epoch 1904 | loss: 0.0311906 | val_loss: 0.0311897 | Time: 2803.3 ms
[2022-04-10 18:48:56 main:574] : INFO : Epoch 1905 | loss: 0.0312011 | val_loss: 0.0312043 | Time: 2811.07 ms
[2022-04-10 18:48:59 main:574] : INFO : Epoch 1906 | loss: 0.0311981 | val_loss: 0.0311988 | Time: 2824.84 ms
[2022-04-10 18:49:01 main:574] : INFO : Epoch 1907 | loss: 0.0312021 | val_loss: 0.0311969 | Time: 2697.06 ms
[2022-04-10 18:49:04 main:574] : INFO : Epoch 1908 | loss: 0.0311974 | val_loss: 0.0311924 | Time: 2659.95 ms
[2022-04-10 18:49:07 main:574] : INFO : Epoch 1909 | loss: 0.0311987 | val_loss: 0.0311915 | Time: 2704.39 ms
[2022-04-10 18:49:10 main:574] : INFO : Epoch 1910 | loss: 0.0311955 | val_loss: 0.0311911 | Time: 2845.19 ms
[2022-04-10 18:49:12 main:574] : INFO : Epoch 1911 | loss: 0.0311945 | val_loss: 0.0311955 | Time: 2667.22 ms
[2022-04-10 18:49:15 main:574] : INFO : Epoch 1912 | loss: 0.0311982 | val_loss: 0.0312026 | Time: 2674.96 ms
[2022-04-10 18:49:18 main:574] : INFO : Epoch 1913 | loss: 0.0312055 | val_loss: 0.0311942 | Time: 2649.9 ms
[2022-04-10 18:49:20 main:574] : INFO : Epoch 1914 | loss: 0.0311977 | val_loss: 0.0311938 | Time: 2783.85 ms
[2022-04-10 18:49:23 main:574] : INFO : Epoch 1915 | loss: 0.0311945 | val_loss: 0.0311914 | Time: 2765.8 ms
[2022-04-10 18:49:26 main:574] : INFO : Epoch 1916 | loss: 0.0311935 | val_loss: 0.0311917 | Time: 2809.45 ms
[2022-04-10 18:49:29 main:574] : INFO : Epoch 1917 | loss: 0.031196 | val_loss: 0.0311928 | Time: 2745.14 ms
[2022-04-10 18:49:31 main:574] : INFO : Epoch 1918 | loss: 0.0311971 | val_loss: 0.0312045 | Time: 2716.86 ms
[2022-04-10 18:49:34 main:574] : INFO : Epoch 1919 | loss: 0.0312009 | val_loss: 0.0311995 | Time: 2748.83 ms
[2022-04-10 18:49:37 main:574] : INFO : Epoch 1920 | loss: 0.0311965 | val_loss: 0.0311897 | Time: 2766.46 ms
[2022-04-10 18:49:40 main:574] : INFO : Epoch 1921 | loss: 0.0311937 | val_loss: 0.0311893 | Time: 2743.37 ms
[2022-04-10 18:49:42 main:574] : INFO : Epoch 1922 | loss: 0.031194 | val_loss: 0.0311903 | Time: 2734.13 ms
[2022-04-10 18:49:45 main:574] : INFO : Epoch 1923 | loss: 0.0311924 | val_loss: 0.0311902 | Time: 2689.17 ms
[2022-04-10 18:49:48 main:574] : INFO : Epoch 1924 | loss: 0.0311921 | val_loss: 0.0311881 | Time: 2690.58 ms
[2022-04-10 18:49:50 main:574] : INFO : Epoch 1925 | loss: 0.0311931 | val_loss: 0.031189 | Time: 2667.06 ms
[2022-04-10 18:49:53 main:574] : INFO : Epoch 1926 | loss: 0.0311952 | val_loss: 0.0311944 | Time: 2727.65 ms
[2022-04-10 18:49:56 main:574] : INFO : Epoch 1927 | loss: 0.0311905 | val_loss: 0.0311878 | Time: 2654.53 ms
[2022-04-10 18:49:59 main:574] : INFO : Epoch 1928 | loss: 0.031191 | val_loss: 0.0311875 | Time: 2721.76 ms
[2022-04-10 18:50:01 main:574] : INFO : Epoch 1929 | loss: 0.0311945 | val_loss: 0.0311881 | Time: 2731.53 ms
[2022-04-10 18:50:04 main:574] : INFO : Epoch 1930 | loss: 0.0311898 | val_loss: 0.0311872 | Time: 2722.54 ms
[2022-04-10 18:50:07 main:574] : INFO : Epoch 1931 | loss: 0.031189 | val_loss: 0.0311874 | Time: 2662.51 ms
[2022-04-10 18:50:09 main:574] : INFO : Epoch 1932 | loss: 0.0311911 | val_loss: 0.0311873 | Time: 2712.28 ms
[2022-04-10 18:50:12 main:574] : INFO : Epoch 1933 | loss: 0.0311911 | val_loss: 0.0311927 | Time: 2689.48 ms
[2022-04-10 18:50:15 main:574] : INFO : Epoch 1934 | loss: 0.0311913 | val_loss: 0.0311882 | Time: 2731.59 ms
[2022-04-10 18:50:18 main:574] : INFO : Epoch 1935 | loss: 0.0311903 | val_loss: 0.0311872 | Time: 2766.21 ms
[2022-04-10 18:50:20 main:574] : INFO : Epoch 1936 | loss: 0.0311965 | val_loss: 0.0311895 | Time: 2681.51 ms
[2022-04-10 18:50:23 main:574] : INFO : Epoch 1937 | loss: 0.0311962 | val_loss: 0.0311964 | Time: 2739.78 ms
[2022-04-10 18:50:26 main:574] : INFO : Epoch 1938 | loss: 0.0311918 | val_loss: 0.0311944 | Time: 2759.98 ms
[2022-04-10 18:50:29 main:574] : INFO : Epoch 1939 | loss: 0.0311936 | val_loss: 0.0311912 | Time: 2755.95 ms
[2022-04-10 18:50:31 main:574] : INFO : Epoch 1940 | loss: 0.0311902 | val_loss: 0.0311906 | Time: 2688.04 ms
[2022-04-10 18:50:34 main:574] : INFO : Epoch 1941 | loss: 0.0311933 | val_loss: 0.0311888 | Time: 2592.96 ms
[2022-04-10 18:50:37 main:574] : INFO : Epoch 1942 | loss: 0.0311901 | val_loss: 0.0311889 | Time: 2709.2 ms
[2022-04-10 18:50:39 main:574] : INFO : Epoch 1943 | loss: 0.0311918 | val_loss: 0.0311871 | Time: 2632.61 ms
[2022-04-10 18:50:42 main:574] : INFO : Epoch 1944 | loss: 0.0311909 | val_loss: 0.0312002 | Time: 2769.97 ms
[2022-04-10 18:50:45 main:574] : INFO : Epoch 1945 | loss: 0.0311936 | val_loss: 0.0311894 | Time: 2670.06 ms
[2022-04-10 18:50:47 main:574] : INFO : Epoch 1946 | loss: 0.0311885 | val_loss: 0.031187 | Time: 2682 ms
[2022-04-10 18:50:50 main:574] : INFO : Epoch 1947 | loss: 0.0311885 | val_loss: 0.031188 | Time: 2639.54 ms
[2022-04-10 18:50:53 main:574] : INFO : Epoch 1948 | loss: 0.0311886 | val_loss: 0.031187 | Time: 2731.39 ms
[2022-04-10 18:50:56 main:574] : INFO : Epoch 1949 | loss: 0.0311876 | val_loss: 0.0311874 | Time: 2773.88 ms
[2022-04-10 18:50:58 main:574] : INFO : Epoch 1950 | loss: 0.0311894 | val_loss: 0.0311911 | Time: 2793.63 ms
[2022-04-10 18:51:01 main:574] : INFO : Epoch 1951 | loss: 0.031188 | val_loss: 0.0311871 | Time: 2677.62 ms
[2022-04-10 18:51:04 main:574] : INFO : Epoch 1952 | loss: 0.0311884 | val_loss: 0.0311901 | Time: 2705.96 ms
[2022-04-10 18:51:06 main:574] : INFO : Epoch 1953 | loss: 0.0311887 | val_loss: 0.0311872 | Time: 2739.18 ms
[2022-04-10 18:51:09 main:574] : INFO : Epoch 1954 | loss: 0.0311904 | val_loss: 0.0311874 | Time: 2710.62 ms
[2022-04-10 18:51:12 main:574] : INFO : Epoch 1955 | loss: 0.0311889 | val_loss: 0.0311882 | Time: 2799.79 ms
[2022-04-10 18:51:15 main:574] : INFO : Epoch 1956 | loss: 0.0311907 | val_loss: 0.0311972 | Time: 2739.89 ms
[2022-04-10 18:51:17 main:574] : INFO : Epoch 1957 | loss: 0.0311962 | val_loss: 0.0311988 | Time: 2660.66 ms
[2022-04-10 18:51:20 main:574] : INFO : Epoch 1958 | loss: 0.0311916 | val_loss: 0.0311943 | Time: 2707.24 ms
[2022-04-10 18:51:23 main:574] : INFO : Epoch 1959 | loss: 0.0311911 | val_loss: 0.0311894 | Time: 2626.76 ms
[2022-04-10 18:51:25 main:574] : INFO : Epoch 1960 | loss: 0.0311892 | val_loss: 0.0311874 | Time: 2696.7 ms
[2022-04-10 18:51:28 main:574] : INFO : Epoch 1961 | loss: 0.0311903 | val_loss: 0.03119 | Time: 2690.25 ms
[2022-04-10 18:51:31 main:574] : INFO : Epoch 1962 | loss: 0.0311885 | val_loss: 0.0311878 | Time: 2655.57 ms
[2022-04-10 18:51:34 main:574] : INFO : Epoch 1963 | loss: 0.031187 | val_loss: 0.0311879 | Time: 2745.67 ms
[2022-04-10 18:51:36 main:574] : INFO : Epoch 1964 | loss: 0.0311885 | val_loss: 0.0311876 | Time: 2582.3 ms
[2022-04-10 18:51:39 main:574] : INFO : Epoch 1965 | loss: 0.0311888 | val_loss: 0.0311907 | Time: 2697.9 ms
[2022-04-10 18:51:42 main:574] : INFO : Epoch 1966 | loss: 0.03119 | val_loss: 0.0311882 | Time: 2736.27 ms
[2022-04-10 18:51:44 main:574] : INFO : Epoch 1967 | loss: 0.0311873 | val_loss: 0.0311871 | Time: 2697.9 ms
[2022-04-10 18:51:47 main:574] : INFO : Epoch 1968 | loss: 0.0311871 | val_loss: 0.0311888 | Time: 2704.42 ms
[2022-04-10 18:51:50 main:574] : INFO : Epoch 1969 | loss: 0.0311872 | val_loss: 0.0311881 | Time: 2754.02 ms
[2022-04-10 18:51:52 main:574] : INFO : Epoch 1970 | loss: 0.0311871 | val_loss: 0.0311883 | Time: 2628.1 ms
[2022-04-10 18:51:55 main:574] : INFO : Epoch 1971 | loss: 0.0311878 | val_loss: 0.0311868 | Time: 2713.17 ms
[2022-04-10 18:51:58 main:574] : INFO : Epoch 1972 | loss: 0.0311918 | val_loss: 0.0312008 | Time: 2671.97 ms
[2022-04-10 18:52:00 main:574] : INFO : Epoch 1973 | loss: 0.0311917 | val_loss: 0.0311928 | Time: 2699.15 ms
[2022-04-10 18:52:03 main:574] : INFO : Epoch 1974 | loss: 0.0311889 | val_loss: 0.0311875 | Time: 2603.46 ms
[2022-04-10 18:52:06 main:574] : INFO : Epoch 1975 | loss: 0.0311873 | val_loss: 0.031188 | Time: 2664.98 ms
[2022-04-10 18:52:08 main:574] : INFO : Epoch 1976 | loss: 0.0311914 | val_loss: 0.0311963 | Time: 2598 ms
[2022-04-10 18:52:11 main:574] : INFO : Epoch 1977 | loss: 0.0311892 | val_loss: 0.0311907 | Time: 2713.14 ms
[2022-04-10 18:52:14 main:574] : INFO : Epoch 1978 | loss: 0.0311899 | val_loss: 0.0311951 | Time: 2826.17 ms
[2022-04-10 18:52:17 main:574] : INFO : Epoch 1979 | loss: 0.0311964 | val_loss: 0.0311985 | Time: 2772.35 ms
[2022-04-10 18:52:19 main:574] : INFO : Epoch 1980 | loss: 0.0311976 | val_loss: 0.0311929 | Time: 2615.81 ms
[2022-04-10 18:52:22 main:574] : INFO : Epoch 1981 | loss: 0.0311961 | val_loss: 0.0311927 | Time: 2740.47 ms
[2022-04-10 18:52:25 main:574] : INFO : Epoch 1982 | loss: 0.0311956 | val_loss: 0.0311927 | Time: 2884.02 ms
[2022-04-10 18:52:28 main:574] : INFO : Epoch 1983 | loss: 0.0311952 | val_loss: 0.0311913 | Time: 2634.55 ms
[2022-04-10 18:52:30 main:574] : INFO : Epoch 1984 | loss: 0.0311934 | val_loss: 0.0311931 | Time: 2623.27 ms
[2022-04-10 18:52:33 main:574] : INFO : Epoch 1985 | loss: 0.0311931 | val_loss: 0.0311937 | Time: 2619.85 ms
[2022-04-10 18:52:36 main:574] : INFO : Epoch 1986 | loss: 0.031194 | val_loss: 0.031193 | Time: 2780.95 ms
[2022-04-10 18:52:38 main:574] : INFO : Epoch 1987 | loss: 0.0311935 | val_loss: 0.0311904 | Time: 2496.48 ms
[2022-04-10 18:52:40 main:574] : INFO : Epoch 1988 | loss: 0.0311925 | val_loss: 0.0311931 | Time: 1629.27 ms
[2022-04-10 18:52:41 main:574] : INFO : Epoch 1989 | loss: 0.0311951 | val_loss: 0.0311967 | Time: 1623.28 ms
[2022-04-10 18:52:43 main:574] : INFO : Epoch 1990 | loss: 0.0311929 | val_loss: 0.031192 | Time: 1633.59 ms
[2022-04-10 18:52:45 main:574] : INFO : Epoch 1991 | loss: 0.0311914 | val_loss: 0.0311898 | Time: 1640.08 ms
[2022-04-10 18:52:46 main:574] : INFO : Epoch 1992 | loss: 0.0311947 | val_loss: 0.0311974 | Time: 1633.48 ms
[2022-04-10 18:52:48 main:574] : INFO : Epoch 1993 | loss: 0.0311936 | val_loss: 0.0311903 | Time: 1635.44 ms
[2022-04-10 18:52:50 main:574] : INFO : Epoch 1994 | loss: 0.0311922 | val_loss: 0.0311915 | Time: 1640.53 ms
[2022-04-10 18:52:51 main:574] : INFO : Epoch 1995 | loss: 0.0311923 | val_loss: 0.031192 | Time: 1685.05 ms
[2022-04-10 18:52:53 main:574] : INFO : Epoch 1996 | loss: 0.0311937 | val_loss: 0.031192 | Time: 1688.92 ms
[2022-04-10 18:52:55 main:574] : INFO : Epoch 1997 | loss: 0.0311922 | val_loss: 0.0311918 | Time: 1667.28 ms
[2022-04-10 18:52:56 main:574] : INFO : Epoch 1998 | loss: 0.031194 | val_loss: 0.0311958 | Time: 1662.25 ms
[2022-04-10 18:52:58 main:574] : INFO : Epoch 1999 | loss: 0.0311931 | val_loss: 0.0311926 | Time: 1691.28 ms
[2022-04-10 18:53:00 main:574] : INFO : Epoch 2000 | loss: 0.0311955 | val_loss: 0.0311907 | Time: 1679.88 ms
[2022-04-10 18:53:01 main:574] : INFO : Epoch 2001 | loss: 0.0311919 | val_loss: 0.03119 | Time: 1695.69 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1050)
[2022-04-10 20:03:41 main:435] : INFO : Set logging level to 1
[2022-04-10 20:03:41 main:441] : INFO : Running in BOINC Client mode
[2022-04-10 20:03:41 main:444] : INFO : Resolving all filenames
[2022-04-10 20:03:41 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-04-10 20:03:41 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-04-10 20:03:41 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-04-10 20:03:41 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-04-10 20:03:41 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-04-10 20:03:41 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-04-10 20:03:41 main:474] : INFO : Configuration:
[2022-04-10 20:03:41 main:475] : INFO : Model type: GRU
[2022-04-10 20:03:41 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-04-10 20:03:41 main:477] : INFO : Max Epochs: 2048
[2022-04-10 20:03:41 main:478] : INFO : Batch Size: 128
[2022-04-10 20:03:41 main:479] : INFO : Learning Rate: 0.01
[2022-04-10 20:03:41 main:480] : INFO : Patience: 10
[2022-04-10 20:03:41 main:481] : INFO : Hidden Width: 12
[2022-04-10 20:03:41 main:482] : INFO : # Recurrent Layers: 4
[2022-04-10 20:03:41 main:483] : INFO : # Backend Layers: 4
[2022-04-10 20:03:41 main:484] : INFO : # Threads: 1
[2022-04-10 20:03:41 main:486] : INFO : Preparing Dataset
[2022-04-10 20:03:41 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-04-10 20:03:41 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-04-10 20:03:43 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-04-10 20:03:43 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-04-10 20:03:43 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-04-10 20:03:43 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-04-10 20:03:43 main:494] : INFO : Creating Model
[2022-04-10 20:03:43 main:507] : INFO : Preparing config file
[2022-04-10 20:03:43 main:511] : INFO : Found checkpoint, attempting to load...
[2022-04-10 20:03:43 main:512] : INFO : Loading config
[2022-04-10 20:03:43 main:514] : INFO : Loading state
[2022-04-10 20:03:44 main:559] : INFO : Loading DataLoader into Memory
[2022-04-10 20:03:44 main:562] : INFO : Starting Training
[2022-04-10 20:03:46 main:574] : INFO : Epoch 1960 | loss: 0.0318726 | val_loss: 0.031332 | Time: 1863.26 ms
[2022-04-10 20:03:47 main:574] : INFO : Epoch 1961 | loss: 0.0313208 | val_loss: 0.0312777 | Time: 1642.21 ms
[2022-04-10 20:03:49 main:574] : INFO : Epoch 1962 | loss: 0.031259 | val_loss: 0.0312492 | Time: 1716.74 ms
[2022-04-10 20:03:51 main:574] : INFO : Epoch 1963 | loss: 0.0312455 | val_loss: 0.0312401 | Time: 1664.19 ms
[2022-04-10 20:03:53 main:574] : INFO : Epoch 1964 | loss: 0.0312356 | val_loss: 0.031228 | Time: 1718.89 ms
[2022-04-10 20:03:54 main:574] : INFO : Epoch 1965 | loss: 0.0312207 | val_loss: 0.0312088 | Time: 1705.38 ms
[2022-04-10 20:03:56 main:574] : INFO : Epoch 1966 | loss: 0.0312068 | val_loss: 0.0312009 | Time: 1663.98 ms
[2022-04-10 20:03:58 main:574] : INFO : Epoch 1967 | loss: 0.0312034 | val_loss: 0.0311977 | Time: 1667.34 ms
[2022-04-10 20:03:59 main:574] : INFO : Epoch 1968 | loss: 0.0311991 | val_loss: 0.0311938 | Time: 1670.07 ms
[2022-04-10 20:04:01 main:574] : INFO : Epoch 1969 | loss: 0.0311955 | val_loss: 0.0311915 | Time: 1659.99 ms
[2022-04-10 20:04:03 main:574] : INFO : Epoch 1970 | loss: 0.0311945 | val_loss: 0.0311914 | Time: 1666.31 ms
[2022-04-10 20:04:04 main:574] : INFO : Epoch 1971 | loss: 0.0311936 | val_loss: 0.0311912 | Time: 1694.7 ms
[2022-04-10 20:04:06 main:574] : INFO : Epoch 1972 | loss: 0.031195 | val_loss: 0.0311893 | Time: 1764.37 ms
[2022-04-10 20:04:09 main:574] : INFO : Epoch 1973 | loss: 0.0311923 | val_loss: 0.0311913 | Time: 2631.92 ms
[2022-04-10 20:04:11 main:574] : INFO : Epoch 1974 | loss: 0.0311926 | val_loss: 0.0311896 | Time: 2600.42 ms
[2022-04-10 20:04:14 main:574] : INFO : Epoch 1975 | loss: 0.031191 | val_loss: 0.0311912 | Time: 3054.49 ms
[2022-04-10 20:04:17 main:574] : INFO : Epoch 1976 | loss: 0.031191 | val_loss: 0.0311901 | Time: 2688.16 ms
[2022-04-10 20:04:20 main:574] : INFO : Epoch 1977 | loss: 0.0311927 | val_loss: 0.0311883 | Time: 2619.24 ms
[2022-04-10 20:04:22 main:574] : INFO : Epoch 1978 | loss: 0.0311911 | val_loss: 0.0311895 | Time: 2627.68 ms
[2022-04-10 20:04:25 main:574] : INFO : Epoch 1979 | loss: 0.0311915 | val_loss: 0.0311886 | Time: 2678.81 ms
[2022-04-10 20:04:28 main:574] : INFO : Epoch 1980 | loss: 0.0311912 | val_loss: 0.0311881 | Time: 2856.8 ms
[2022-04-10 20:04:31 main:574] : INFO : Epoch 1981 | loss: 0.0311907 | val_loss: 0.0311898 | Time: 2760.66 ms
[2022-04-10 20:04:33 main:574] : INFO : Epoch 1982 | loss: 0.0311927 | val_loss: 0.0311967 | Time: 2704.96 ms
[2022-04-10 20:04:36 main:574] : INFO : Epoch 1983 | loss: 0.0311992 | val_loss: 0.0311882 | Time: 2759.34 ms
[2022-04-10 20:04:39 main:574] : INFO : Epoch 1984 | loss: 0.031198 | val_loss: 0.0311998 | Time: 2738 ms
[2022-04-10 20:04:42 main:574] : INFO : Epoch 1985 | loss: 0.0311938 | val_loss: 0.0311921 | Time: 2825.44 ms
[2022-04-10 20:04:44 main:574] : INFO : Epoch 1986 | loss: 0.0311956 | val_loss: 0.0311921 | Time: 2614.12 ms
[2022-04-10 20:04:47 main:574] : INFO : Epoch 1987 | loss: 0.0311939 | val_loss: 0.0311885 | Time: 2831.64 ms
[2022-04-10 20:04:50 main:574] : INFO : Epoch 1988 | loss: 0.0311926 | val_loss: 0.0311882 | Time: 2853.63 ms
[2022-04-10 20:04:53 main:574] : INFO : Epoch 1989 | loss: 0.03119 | val_loss: 0.0311879 | Time: 2757.58 ms
[2022-04-10 20:04:56 main:574] : INFO : Epoch 1990 | loss: 0.0311903 | val_loss: 0.0311859 | Time: 2826.74 ms
[2022-04-10 20:04:58 main:574] : INFO : Epoch 1991 | loss: 0.031187 | val_loss: 0.0311849 | Time: 2755.91 ms
[2022-04-10 20:05:01 main:574] : INFO : Epoch 1992 | loss: 0.0311892 | val_loss: 0.0311854 | Time: 2767.28 ms
[2022-04-10 20:05:04 main:574] : INFO : Epoch 1993 | loss: 0.0311908 | val_loss: 0.0311861 | Time: 2801.86 ms
[2022-04-10 20:05:07 main:574] : INFO : Epoch 1994 | loss: 0.0311873 | val_loss: 0.0311856 | Time: 2942.13 ms
[2022-04-10 20:05:10 main:574] : INFO : Epoch 1995 | loss: 0.0311869 | val_loss: 0.0311892 | Time: 2670.37 ms
[2022-04-10 20:05:12 main:574] : INFO : Epoch 1996 | loss: 0.0311871 | val_loss: 0.0311844 | Time: 2761.67 ms
[2022-04-10 20:05:15 main:574] : INFO : Epoch 1997 | loss: 0.031184 | val_loss: 0.0311841 | Time: 2778.95 ms
[2022-04-10 20:05:18 main:574] : INFO : Epoch 1998 | loss: 0.031189 | val_loss: 0.0311868 | Time: 2826.57 ms
[2022-04-10 20:05:21 main:574] : INFO : Epoch 1999 | loss: 0.0311898 | val_loss: 0.0311859 | Time: 2767.56 ms
[2022-04-10 20:05:24 main:574] : INFO : Epoch 2000 | loss: 0.0311882 | val_loss: 0.0311859 | Time: 2831.49 ms
[2022-04-10 20:05:26 main:574] : INFO : Epoch 2001 | loss: 0.0311912 | val_loss: 0.0311883 | Time: 2710.6 ms
[2022-04-10 20:05:29 main:574] : INFO : Epoch 2002 | loss: 0.0311875 | val_loss: 0.03119 | Time: 2779.07 ms
[2022-04-10 20:05:32 main:574] : INFO : Epoch 2003 | loss: 0.0311857 | val_loss: 0.0311844 | Time: 2764.94 ms
[2022-04-10 20:05:34 main:574] : INFO : Epoch 2004 | loss: 0.0311865 | val_loss: 0.0311907 | Time: 2714.43 ms
[2022-04-10 20:05:37 main:574] : INFO : Epoch 2005 | loss: 0.0311854 | val_loss: 0.0311835 | Time: 2751.42 ms
[2022-04-10 20:05:40 main:574] : INFO : Epoch 2006 | loss: 0.0311836 | val_loss: 0.0311842 | Time: 2827.08 ms
[2022-04-10 20:05:43 main:574] : INFO : Epoch 2007 | loss: 0.0311824 | val_loss: 0.0311863 | Time: 2700.56 ms
[2022-04-10 20:05:46 main:574] : INFO : Epoch 2008 | loss: 0.0311853 | val_loss: 0.0311875 | Time: 2730.95 ms
[2022-04-10 20:05:48 main:574] : INFO : Epoch 2009 | loss: 0.0311849 | val_loss: 0.0311837 | Time: 2851.99 ms
[2022-04-10 20:05:51 main:574] : INFO : Epoch 2010 | loss: 0.0311852 | val_loss: 0.031188 | Time: 2856.8 ms
[2022-04-10 20:05:54 main:574] : INFO : Epoch 2011 | loss: 0.031191 | val_loss: 0.0311933 | Time: 2835.85 ms
[2022-04-10 20:05:57 main:574] : INFO : Epoch 2012 | loss: 0.0311878 | val_loss: 0.0311922 | Time: 2666.73 ms
[2022-04-10 20:06:00 main:574] : INFO : Epoch 2013 | loss: 0.0311895 | val_loss: 0.0311877 | Time: 2804.44 ms
[2022-04-10 20:06:02 main:574] : INFO : Epoch 2014 | loss: 0.0311894 | val_loss: 0.0311856 | Time: 2789.03 ms
[2022-04-10 20:06:05 main:574] : INFO : Epoch 2015 | loss: 0.0311862 | val_loss: 0.031186 | Time: 2724.75 ms
[2022-04-10 20:06:08 main:574] : INFO : Epoch 2016 | loss: 0.0311878 | val_loss: 0.0311875 | Time: 2709.86 ms
[2022-04-10 20:06:11 main:574] : INFO : Epoch 2017 | loss: 0.0311878 | val_loss: 0.0311857 | Time: 2812.76 ms
[2022-04-10 20:06:13 main:574] : INFO : Epoch 2018 | loss: 0.0311864 | val_loss: 0.0311877 | Time: 2801.37 ms
[2022-04-10 20:06:16 main:574] : INFO : Epoch 2019 | loss: 0.0311854 | val_loss: 0.0311879 | Time: 2799.61 ms
[2022-04-10 20:06:19 main:574] : INFO : Epoch 2020 | loss: 0.0311866 | val_loss: 0.0311872 | Time: 2730.39 ms
[2022-04-10 20:06:22 main:574] : INFO : Epoch 2021 | loss: 0.031187 | val_loss: 0.0311886 | Time: 2796.12 ms
[2022-04-10 20:06:25 main:574] : INFO : Epoch 2022 | loss: 0.0311956 | val_loss: 0.0311979 | Time: 2835.02 ms
[2022-04-10 20:06:27 main:574] : INFO : Epoch 2023 | loss: 0.0311887 | val_loss: 0.0311858 | Time: 2796.07 ms
[2022-04-10 20:06:30 main:574] : INFO : Epoch 2024 | loss: 0.0311845 | val_loss: 0.0311832 | Time: 2726.17 ms
[2022-04-10 20:06:33 main:574] : INFO : Epoch 2025 | loss: 0.0311845 | val_loss: 0.0311844 | Time: 2809.22 ms
[2022-04-10 20:06:36 main:574] : INFO : Epoch 2026 | loss: 0.0311861 | val_loss: 0.0312033 | Time: 2750.58 ms
[2022-04-10 20:06:38 main:574] : INFO : Epoch 2027 | loss: 0.0311936 | val_loss: 0.0311916 | Time: 2765.43 ms
[2022-04-10 20:06:41 main:574] : INFO : Epoch 2028 | loss: 0.0311909 | val_loss: 0.0311899 | Time: 2702.75 ms
[2022-04-10 20:06:44 main:574] : INFO : Epoch 2029 | loss: 0.0311907 | val_loss: 0.0311895 | Time: 2716.39 ms
[2022-04-10 20:06:47 main:574] : INFO : Epoch 2030 | loss: 0.0311885 | val_loss: 0.0311984 | Time: 2830.45 ms
[2022-04-10 20:06:49 main:574] : INFO : Epoch 2031 | loss: 0.0311861 | val_loss: 0.0311834 | Time: 2698 ms
[2022-04-10 20:06:52 main:574] : INFO : Epoch 2032 | loss: 0.0311851 | val_loss: 0.0311829 | Time: 2780.19 ms
[2022-04-10 20:06:55 main:574] : INFO : Epoch 2033 | loss: 0.0311855 | val_loss: 0.0311869 | Time: 2868.1 ms
[2022-04-10 20:06:58 main:574] : INFO : Epoch 2034 | loss: 0.0311866 | val_loss: 0.0311869 | Time: 2807.25 ms
[2022-04-10 20:07:01 main:574] : INFO : Epoch 2035 | loss: 0.031184 | val_loss: 0.0311858 | Time: 2925.67 ms
[2022-04-10 20:07:04 main:574] : INFO : Epoch 2036 | loss: 0.0311828 | val_loss: 0.0311852 | Time: 2814.46 ms
[2022-04-10 20:07:06 main:574] : INFO : Epoch 2037 | loss: 0.0311828 | val_loss: 0.0311859 | Time: 2825.28 ms
[2022-04-10 20:07:09 main:574] : INFO : Epoch 2038 | loss: 0.031185 | val_loss: 0.0311833 | Time: 2802.66 ms
[2022-04-10 20:07:12 main:574] : INFO : Epoch 2039 | loss: 0.0311836 | val_loss: 0.0311841 | Time: 2804.32 ms
[2022-04-10 20:07:15 main:574] : INFO : Epoch 2040 | loss: 0.0311853 | val_loss: 0.0311884 | Time: 2794.87 ms
[2022-04-10 20:07:18 main:574] : INFO : Epoch 2041 | loss: 0.0311886 | val_loss: 0.0311855 | Time: 2737.64 ms
[2022-04-10 20:07:21 main:574] : INFO : Epoch 2042 | loss: 0.0311845 | val_loss: 0.0311824 | Time: 2840.63 ms
[2022-04-10 20:07:23 main:574] : INFO : Epoch 2043 | loss: 0.0311832 | val_loss: 0.031182 | Time: 2750.83 ms
[2022-04-10 20:07:26 main:574] : INFO : Epoch 2044 | loss: 0.0311816 | val_loss: 0.0311834 | Time: 2804.88 ms
[2022-04-10 20:07:29 main:574] : INFO : Epoch 2045 | loss: 0.0311822 | val_loss: 0.0311831 | Time: 2756.17 ms
[2022-04-10 20:07:32 main:574] : INFO : Epoch 2046 | loss: 0.0311829 | val_loss: 0.031183 | Time: 2746.27 ms
[2022-04-10 20:07:34 main:574] : INFO : Epoch 2047 | loss: 0.0311843 | val_loss: 0.0311961 | Time: 2821.52 ms
[2022-04-10 20:07:37 main:574] : INFO : Epoch 2048 | loss: 0.0311888 | val_loss: 0.0311852 | Time: 2816.16 ms
[2022-04-10 20:07:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311852
[2022-04-10 20:07:37 main:603] : INFO : Saving end state to config to file
[2022-04-10 20:07:37 main:608] : INFO : Success, exiting..
20:07:37 (24140): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)