Task 14624687
| Name | ParityModified-1647049257-30604-3-0_1 |
| Workunit | 11404083 |
| Created | 19 Apr 2022, 6:59:48 UTC |
| Sent | 19 Apr 2022, 6:59:53 UTC |
| Report deadline | 27 Apr 2022, 6:59:53 UTC |
| Received | 20 Apr 2022, 7:44:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18287 |
| Run time | 3 hours 53 min 34 sec |
| CPU time | 3 hours 52 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,250.16 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.86 GB |
| Peak swap size | 4.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> n:574] : INFO : Epoch 1624 | loss: 0.0311704 | val_loss: 0.0311814 | Time: 2959.89 ms [2022-04-19 21:54:22 main:574] : INFO : Epoch 1625 | loss: 0.0311707 | val_loss: 0.0311773 | Time: 2717.27 ms [2022-04-19 21:54:25 main:574] : INFO : Epoch 1626 | loss: 0.03117 | val_loss: 0.0311772 | Time: 2834.46 ms [2022-04-19 21:54:28 main:574] : INFO : Epoch 1627 | loss: 0.0311693 | val_loss: 0.0311776 | Time: 2859.15 ms [2022-04-19 21:54:30 main:574] : INFO : Epoch 1628 | loss: 0.0311684 | val_loss: 0.0311777 | Time: 2768.33 ms [2022-04-19 21:54:33 main:574] : INFO : Epoch 1629 | loss: 0.0311689 | val_loss: 0.0311779 | Time: 3017.33 ms [2022-04-19 21:54:36 main:574] : INFO : Epoch 1630 | loss: 0.0311684 | val_loss: 0.0311787 | Time: 2770.03 ms [2022-04-19 21:54:39 main:574] : INFO : Epoch 1631 | loss: 0.0311685 | val_loss: 0.0311775 | Time: 2930.25 ms [2022-04-19 21:54:42 main:574] : INFO : Epoch 1632 | loss: 0.0311705 | val_loss: 0.0311771 | Time: 2771.01 ms [2022-04-19 21:54:45 main:574] : INFO : Epoch 1633 | loss: 0.0311684 | val_loss: 0.031179 | Time: 2769.41 ms [2022-04-19 21:54:48 main:574] : INFO : Epoch 1634 | loss: 0.0311693 | val_loss: 0.031177 | Time: 2881.8 ms [2022-04-19 21:54:50 main:574] : INFO : Epoch 1635 | loss: 0.0311698 | val_loss: 0.0311854 | Time: 2762.24 ms [2022-04-19 21:54:53 main:574] : INFO : Epoch 1636 | loss: 0.0311709 | val_loss: 0.0311788 | Time: 2846.04 ms [2022-04-19 21:54:56 main:574] : INFO : Epoch 1637 | loss: 0.0311707 | val_loss: 0.0311781 | Time: 2786.96 ms [2022-04-19 21:54:59 main:574] : INFO : Epoch 1638 | loss: 0.0311684 | val_loss: 0.0311784 | Time: 2794.64 ms [2022-04-19 21:55:02 main:574] : INFO : Epoch 1639 | loss: 0.0311693 | val_loss: 0.0311788 | Time: 2896 ms [2022-04-19 21:55:04 main:574] : INFO : Epoch 1640 | loss: 0.0311692 | val_loss: 0.0311796 | Time: 2749.35 ms [2022-04-19 21:55:07 main:574] : INFO : Epoch 1641 | loss: 0.031167 | val_loss: 0.0311779 | Time: 2803.21 ms [2022-04-19 21:55:10 main:574] : INFO : Epoch 1642 | loss: 0.0311673 | val_loss: 0.0311772 | Time: 2827.93 ms [2022-04-19 21:55:13 main:574] : INFO : Epoch 1643 | loss: 0.0311672 | val_loss: 0.0311819 | Time: 2734.53 ms [2022-04-19 21:55:16 main:574] : INFO : Epoch 1644 | loss: 0.0311668 | val_loss: 0.031179 | Time: 2946.25 ms [2022-04-19 21:55:19 main:574] : INFO : Epoch 1645 | loss: 0.0311667 | val_loss: 0.0311784 | Time: 2744.39 ms [2022-04-19 21:55:21 main:574] : INFO : Epoch 1646 | loss: 0.0311667 | val_loss: 0.0311773 | Time: 2807.34 ms [2022-04-19 21:55:24 main:574] : INFO : Epoch 1647 | loss: 0.0311718 | val_loss: 0.0311796 | Time: 2848.67 ms [2022-04-19 21:55:27 main:574] : INFO : Epoch 1648 | loss: 0.0311699 | val_loss: 0.0311792 | Time: 2763.8 ms [2022-04-19 21:55:30 main:574] : INFO : Epoch 1649 | loss: 0.0311681 | val_loss: 0.0311793 | Time: 2909.61 ms [2022-04-19 21:55:33 main:574] : INFO : Epoch 1650 | loss: 0.0311696 | val_loss: 0.0311799 | Time: 2733.14 ms [2022-04-19 21:55:35 main:574] : INFO : Epoch 1651 | loss: 0.0311689 | val_loss: 0.0311794 | Time: 2802.53 ms [2022-04-19 21:55:38 main:574] : INFO : Epoch 1652 | loss: 0.0311681 | val_loss: 0.0311825 | Time: 2828.96 ms [2022-04-19 21:55:41 main:574] : INFO : Epoch 1653 | loss: 0.0311687 | val_loss: 0.0311797 | Time: 2763.96 ms [2022-04-19 21:55:44 main:574] : INFO : Epoch 1654 | loss: 0.0311688 | val_loss: 0.0311792 | Time: 2930.36 ms [2022-04-19 21:55:47 main:574] : INFO : Epoch 1655 | loss: 0.0311672 | val_loss: 0.0311801 | Time: 2825.79 ms [2022-04-19 21:55:50 main:574] : INFO : Epoch 1656 | loss: 0.0311694 | val_loss: 0.0311895 | Time: 2966.71 ms [2022-04-19 21:55:53 main:574] : INFO : Epoch 1657 | loss: 0.0311698 | val_loss: 0.0311799 | Time: 2937.93 ms [2022-04-19 21:55:56 main:574] : INFO : Epoch 1658 | loss: 0.0311673 | val_loss: 0.0311779 | Time: 2866.89 ms [2022-04-19 21:55:58 main:574] : INFO : Epoch 1659 | loss: 0.0311704 | val_loss: 0.0311799 | Time: 2836.95 ms [2022-04-19 21:56:01 main:574] : INFO : Epoch 1660 | loss: 0.0311697 | val_loss: 0.0311776 | Time: 2841.43 ms [2022-04-19 21:56:04 main:574] : INFO : Epoch 1661 | loss: 0.0311685 | val_loss: 0.03118 | Time: 2985.28 ms [2022-04-19 21:56:07 main:574] : INFO : Epoch 1662 | loss: 0.0311691 | val_loss: 0.0311813 | Time: 2755.15 ms [2022-04-19 21:56:10 main:574] : INFO : Epoch 1663 | loss: 0.0311683 | val_loss: 0.0311791 | Time: 2840.98 ms [2022-04-19 21:56:13 main:574] : INFO : Epoch 1664 | loss: 0.0311689 | val_loss: 0.0311804 | Time: 2841.31 ms [2022-04-19 21:56:15 main:574] : INFO : Epoch 1665 | loss: 0.0311689 | val_loss: 0.0311793 | Time: 2720.37 ms [2022-04-19 21:56:18 main:574] : INFO : Epoch 1666 | loss: 0.0311678 | val_loss: 0.0311807 | Time: 2896.54 ms [2022-04-19 21:56:21 main:574] : INFO : Epoch 1667 | loss: 0.0311667 | val_loss: 0.0311788 | Time: 2767.7 ms [2022-04-19 21:56:24 main:574] : INFO : Epoch 1668 | loss: 0.0311667 | val_loss: 0.0311769 | Time: 2832.97 ms [2022-04-19 21:56:27 main:574] : INFO : Epoch 1669 | loss: 0.0311672 | val_loss: 0.0311774 | Time: 2847.64 ms [2022-04-19 21:56:30 main:574] : INFO : Epoch 1670 | loss: 0.0311674 | val_loss: 0.0311804 | Time: 2777.8 ms [2022-04-19 21:56:32 main:574] : INFO : Epoch 1671 | loss: 0.0311703 | val_loss: 0.0311783 | Time: 2927.42 ms [2022-04-19 21:56:35 main:574] : INFO : Epoch 1672 | loss: 0.0311663 | val_loss: 0.031179 | Time: 2807.62 ms [2022-04-19 21:56:38 main:574] : INFO : Epoch 1673 | loss: 0.031166 | val_loss: 0.0311772 | Time: 3027.67 ms [2022-04-19 21:56:41 main:574] : INFO : Epoch 1674 | loss: 0.0311675 | val_loss: 0.0311859 | Time: 2816.86 ms [2022-04-19 21:56:44 main:574] : INFO : Epoch 1675 | loss: 0.031169 | val_loss: 0.0311825 | Time: 2890.37 ms [2022-04-19 21:56:47 main:574] : INFO : Epoch 1676 | loss: 0.031168 | val_loss: 0.0311811 | Time: 2802.27 ms [2022-04-19 21:56:50 main:574] : INFO : Epoch 1677 | loss: 0.0311669 | val_loss: 0.0311804 | Time: 2756.73 ms [2022-04-19 21:56:53 main:574] : INFO : Epoch 1678 | loss: 0.0311671 | val_loss: 0.0311771 | Time: 2906.42 ms [2022-04-19 21:56:55 main:574] : INFO : Epoch 1679 | loss: 0.0311672 | val_loss: 0.0311768 | Time: 2760.06 ms [2022-04-19 21:56:58 main:574] : INFO : Epoch 1680 | loss: 0.0311659 | val_loss: 0.0311761 | Time: 2795 ms [2022-04-19 21:57:01 main:574] : INFO : Epoch 1681 | loss: 0.0311663 | val_loss: 0.0311789 | Time: 2862.55 ms [2022-04-19 21:57:04 main:574] : INFO : Epoch 1682 | loss: 0.0311651 | val_loss: 0.0311781 | Time: 2798.14 ms [2022-04-19 21:57:07 main:574] : INFO : Epoch 1683 | loss: 0.0311647 | val_loss: 0.0311778 | Time: 2889.02 ms [2022-04-19 21:57:09 main:574] : INFO : Epoch 1684 | loss: 0.0311649 | val_loss: 0.0311766 | Time: 2766.57 ms [2022-04-19 21:57:12 main:574] : INFO : Epoch 1685 | loss: 0.031165 | val_loss: 0.0311796 | Time: 2791.7 ms [2022-04-19 21:57:15 main:574] : INFO : Epoch 1686 | loss: 0.0311656 | val_loss: 0.0311775 | Time: 2842.88 ms [2022-04-19 21:57:18 main:574] : INFO : Epoch 1687 | loss: 0.0311662 | val_loss: 0.0311789 | Time: 2764.39 ms [2022-04-19 21:57:21 main:574] : INFO : Epoch 1688 | loss: 0.0311652 | val_loss: 0.0311776 | Time: 2973.29 ms [2022-04-19 21:57:24 main:574] : INFO : Epoch 1689 | loss: 0.0311647 | val_loss: 0.0311782 | Time: 2769.95 ms [2022-04-19 21:57:27 main:574] : INFO : Epoch 1690 | loss: 0.0311655 | val_loss: 0.0311787 | Time: 2973.61 ms [2022-04-19 21:57:29 main:574] : INFO : Epoch 1691 | loss: 0.0311646 | val_loss: 0.0311755 | Time: 2878.43 ms [2022-04-19 21:57:32 main:574] : INFO : Epoch 1692 | loss: 0.0311644 | val_loss: 0.0311782 | Time: 2879.17 ms [2022-04-19 21:57:35 main:574] : INFO : Epoch 1693 | loss: 0.0311638 | val_loss: 0.031179 | Time: 2920.69 ms [2022-04-19 21:57:38 main:574] : INFO : Epoch 1694 | loss: 0.031167 | val_loss: 0.0311766 | Time: 2876.76 ms [2022-04-19 21:57:41 main:574] : INFO : Epoch 1695 | loss: 0.0311706 | val_loss: 0.0311751 | Time: 2931.75 ms [2022-04-19 21:57:44 main:574] : INFO : Epoch 1696 | loss: 0.0311683 | val_loss: 0.0311756 | Time: 2784.85 ms [2022-04-19 21:57:47 main:574] : INFO : Epoch 1697 | loss: 0.0311679 | val_loss: 0.0311758 | Time: 2972.2 ms [2022-04-19 21:57:50 main:574] : INFO : Epoch 1698 | loss: 0.0311675 | val_loss: 0.0311764 | Time: 2832.97 ms [2022-04-19 21:57:53 main:574] : INFO : Epoch 1699 | loss: 0.0311684 | val_loss: 0.0311792 | Time: 2864.24 ms [2022-04-19 21:57:55 main:574] : INFO : Epoch 1700 | loss: 0.0311867 | val_loss: 0.0312005 | Time: 2950.17 ms [2022-04-19 21:57:59 main:574] : INFO : Epoch 1701 | loss: 0.0324179 | val_loss: 0.0315828 | Time: 3044.81 ms [2022-04-19 21:58:01 main:574] : INFO : Epoch 1702 | loss: 0.0315201 | val_loss: 0.0312564 | Time: 2920.36 ms [2022-04-19 21:58:04 main:574] : INFO : Epoch 1703 | loss: 0.0312417 | val_loss: 0.0312097 | Time: 2785.37 ms [2022-04-19 21:58:07 main:574] : INFO : Epoch 1704 | loss: 0.0312041 | val_loss: 0.0311968 | Time: 2923.55 ms [2022-04-19 21:58:10 main:574] : INFO : Epoch 1705 | loss: 0.0311959 | val_loss: 0.0311921 | Time: 2837.19 ms [2022-04-19 21:58:13 main:574] : INFO : Epoch 1706 | loss: 0.0311901 | val_loss: 0.0311871 | Time: 2926.03 ms [2022-04-19 21:58:16 main:574] : INFO : Epoch 1707 | loss: 0.0311844 | val_loss: 0.0311833 | Time: 2875.43 ms [2022-04-19 21:58:19 main:574] : INFO : Epoch 1708 | loss: 0.0311833 | val_loss: 0.0311831 | Time: 2839.24 ms [2022-04-19 21:58:22 main:574] : INFO : Epoch 1709 | loss: 0.0311825 | val_loss: 0.0311813 | Time: 2893.7 ms [2022-04-19 21:58:24 main:574] : INFO : Epoch 1710 | loss: 0.0311809 | val_loss: 0.0311797 | Time: 2829.54 ms [2022-04-19 21:58:27 main:574] : INFO : Epoch 1711 | loss: 0.0311816 | val_loss: 0.0311779 | Time: 2979.27 ms [2022-04-19 21:58:30 main:574] : INFO : Epoch 1712 | loss: 0.0311797 | val_loss: 0.0311788 | Time: 2762.39 ms [2022-04-19 21:58:33 main:574] : INFO : Epoch 1713 | loss: 0.0311778 | val_loss: 0.031178 | Time: 2931.83 ms [2022-04-19 21:58:36 main:574] : INFO : Epoch 1714 | loss: 0.0311799 | val_loss: 0.0311772 | Time: 2861.58 ms [2022-04-19 21:58:39 main:574] : INFO : Epoch 1715 | loss: 0.0311773 | val_loss: 0.031176 | Time: 2890.55 ms [2022-04-19 21:58:42 main:574] : INFO : Epoch 1716 | loss: 0.0311757 | val_loss: 0.0311759 | Time: 2978.73 ms [2022-04-19 21:58:45 main:574] : INFO : Epoch 1717 | loss: 0.0311752 | val_loss: 0.0311764 | Time: 2849.71 ms [2022-04-19 21:58:48 main:574] : INFO : Epoch 1718 | loss: 0.0311749 | val_loss: 0.0311764 | Time: 2909.06 ms [2022-04-19 21:58:50 main:574] : INFO : Epoch 1719 | loss: 0.0311749 | val_loss: 0.0311763 | Time: 2742.51 ms [2022-04-19 21:58:53 main:574] : INFO : Epoch 1720 | loss: 0.0311746 | val_loss: 0.0311745 | Time: 2903.34 ms [2022-04-19 21:58:56 main:574] : INFO : Epoch 1721 | loss: 0.0311737 | val_loss: 0.0311732 | Time: 2864.07 ms [2022-04-19 21:58:59 main:574] : INFO : Epoch 1722 | loss: 0.0311732 | val_loss: 0.0311749 | Time: 2868.14 ms [2022-04-19 21:59:02 main:574] : INFO : Epoch 1723 | loss: 0.0311728 | val_loss: 0.0311719 | Time: 2927.59 ms [2022-04-19 21:59:05 main:574] : INFO : Epoch 1724 | loss: 0.0311724 | val_loss: 0.0311742 | Time: 2845.3 ms [2022-04-19 21:59:08 main:574] : INFO : Epoch 1725 | loss: 0.0311712 | val_loss: 0.0311717 | Time: 3028.47 ms [2022-04-19 21:59:11 main:574] : INFO : Epoch 1726 | loss: 0.0311705 | val_loss: 0.0311737 | Time: 2843.12 ms [2022-04-19 21:59:14 main:574] : INFO : Epoch 1727 | loss: 0.0311716 | val_loss: 0.0311745 | Time: 2942.93 ms [2022-04-19 21:59:16 main:574] : INFO : Epoch 1728 | loss: 0.0311702 | val_loss: 0.031172 | Time: 2820.34 ms [2022-04-19 21:59:19 main:574] : INFO : Epoch 1729 | loss: 0.0311701 | val_loss: 0.0311759 | Time: 2835.05 ms [2022-04-19 21:59:22 main:574] : INFO : Epoch 1730 | loss: 0.0311704 | val_loss: 0.0311748 | Time: 2913.45 ms [2022-04-19 21:59:25 main:574] : INFO : Epoch 1731 | loss: 0.0311692 | val_loss: 0.0311725 | Time: 2881.49 ms [2022-04-19 21:59:28 main:574] : INFO : Epoch 1732 | loss: 0.0311698 | val_loss: 0.0311737 | Time: 3061.85 ms [2022-04-19 21:59:31 main:574] : INFO : Epoch 1733 | loss: 0.0311688 | val_loss: 0.0311737 | Time: 2813.17 ms [2022-04-19 21:59:34 main:574] : INFO : Epoch 1734 | loss: 0.0311682 | val_loss: 0.0311725 | Time: 2933.91 ms [2022-04-19 21:59:37 main:574] : INFO : Epoch 1735 | loss: 0.0311686 | val_loss: 0.0311757 | Time: 2774.71 ms [2022-04-19 21:59:40 main:574] : INFO : Epoch 1736 | loss: 0.0311725 | val_loss: 0.0311732 | Time: 2952.62 ms [2022-04-19 21:59:42 main:574] : INFO : Epoch 1737 | loss: 0.0311685 | val_loss: 0.0311719 | Time: 2869.02 ms [2022-04-19 21:59:45 main:574] : INFO : Epoch 1738 | loss: 0.0311709 | val_loss: 0.0311746 | Time: 2891.93 ms [2022-04-19 21:59:48 main:574] : INFO : Epoch 1739 | loss: 0.0311695 | val_loss: 0.0311726 | Time: 2931.37 ms [2022-04-19 21:59:51 main:574] : INFO : Epoch 1740 | loss: 0.0311683 | val_loss: 0.0311776 | Time: 2866.3 ms [2022-04-19 21:59:54 main:574] : INFO : Epoch 1741 | loss: 0.0311687 | val_loss: 0.0311725 | Time: 3023.46 ms [2022-04-19 21:59:57 main:574] : INFO : Epoch 1742 | loss: 0.0311674 | val_loss: 0.0311737 | Time: 2796.87 ms [2022-04-19 22:00:00 main:574] : INFO : Epoch 1743 | loss: 0.0311673 | val_loss: 0.0311733 | Time: 2887.62 ms [2022-04-19 22:00:03 main:574] : INFO : Epoch 1744 | loss: 0.0311676 | val_loss: 0.0311723 | Time: 2853.39 ms [2022-04-19 22:00:06 main:574] : INFO : Epoch 1745 | loss: 0.0311673 | val_loss: 0.0311724 | Time: 2811.72 ms [2022-04-19 22:00:08 main:574] : INFO : Epoch 1746 | loss: 0.03117 | val_loss: 0.0311803 | Time: 2890.66 ms [2022-04-19 22:00:11 main:574] : INFO : Epoch 1747 | loss: 0.0311713 | val_loss: 0.031174 | Time: 2768.85 ms [2022-04-19 22:00:14 main:574] : INFO : Epoch 1748 | loss: 0.031167 | val_loss: 0.0311731 | Time: 2920.37 ms [2022-04-19 22:00:17 main:574] : INFO : Epoch 1749 | loss: 0.0311665 | val_loss: 0.0311735 | Time: 2832.61 ms [2022-04-19 22:00:20 main:574] : INFO : Epoch 1750 | loss: 0.0311665 | val_loss: 0.0311734 | Time: 2911.24 ms [2022-04-19 22:00:23 main:574] : INFO : Epoch 1751 | loss: 0.0311676 | val_loss: 0.0311721 | Time: 3003.92 ms [2022-04-19 22:00:26 main:574] : INFO : Epoch 1752 | loss: 0.0311657 | val_loss: 0.031171 | Time: 2919.45 ms [2022-04-19 22:00:29 main:574] : INFO : Epoch 1753 | loss: 0.0311659 | val_loss: 0.0311716 | Time: 2923.45 ms [2022-04-19 22:00:32 main:574] : INFO : Epoch 1754 | loss: 0.0311662 | val_loss: 0.0311717 | Time: 2948.93 ms [2022-04-19 22:00:35 main:574] : INFO : Epoch 1755 | loss: 0.0311671 | val_loss: 0.031172 | Time: 2933.62 ms [2022-04-19 22:00:37 main:574] : INFO : Epoch 1756 | loss: 0.031166 | val_loss: 0.0311728 | Time: 2791.71 ms [2022-04-19 22:00:40 main:574] : INFO : Epoch 1757 | loss: 0.0311665 | val_loss: 0.0311731 | Time: 2972.08 ms [2022-04-19 22:00:43 main:574] : INFO : Epoch 1758 | loss: 0.0311671 | val_loss: 0.031173 | Time: 2788.65 ms [2022-04-19 22:00:46 main:574] : INFO : Epoch 1759 | loss: 0.0311664 | val_loss: 0.0311809 | Time: 3043.38 ms [2022-04-19 22:00:49 main:574] : INFO : Epoch 1760 | loss: 0.0311678 | val_loss: 0.0311738 | Time: 3034.3 ms [2022-04-19 22:00:52 main:574] : INFO : Epoch 1761 | loss: 0.0311678 | val_loss: 0.0311737 | Time: 3130.41 ms [2022-04-19 22:00:55 main:574] : INFO : Epoch 1762 | loss: 0.0311658 | val_loss: 0.0311719 | Time: 2980.83 ms [2022-04-19 22:00:59 main:574] : INFO : Epoch 1763 | loss: 0.031166 | val_loss: 0.0311742 | Time: 3106.12 ms [2022-04-19 22:01:01 main:574] : INFO : Epoch 1764 | loss: 0.0311688 | val_loss: 0.0311734 | Time: 2892.82 ms [2022-04-19 22:01:05 main:574] : INFO : Epoch 1765 | loss: 0.031169 | val_loss: 0.0311726 | Time: 3083.46 ms [2022-04-19 22:01:08 main:574] : INFO : Epoch 1766 | loss: 0.0311679 | val_loss: 0.031172 | Time: 3007.9 ms [2022-04-19 22:01:11 main:574] : INFO : Epoch 1767 | loss: 0.0311685 | val_loss: 0.0311758 | Time: 3042.75 ms [2022-04-19 22:01:14 main:574] : INFO : Epoch 1768 | loss: 0.0311667 | val_loss: 0.0311714 | Time: 2914.23 ms [2022-04-19 22:01:17 main:574] : INFO : Epoch 1769 | loss: 0.0311667 | val_loss: 0.0311731 | Time: 3074.76 ms [2022-04-19 22:01:20 main:574] : INFO : Epoch 1770 | loss: 0.0311677 | val_loss: 0.0311742 | Time: 2950.38 ms [2022-04-19 22:01:23 main:574] : INFO : Epoch 1771 | loss: 0.0311693 | val_loss: 0.0311757 | Time: 3048.65 ms [2022-04-19 22:01:26 main:574] : INFO : Epoch 1772 | loss: 0.0311696 | val_loss: 0.0311756 | Time: 2922.56 ms [2022-04-19 22:01:29 main:574] : INFO : Epoch 1773 | loss: 0.0311724 | val_loss: 0.0311722 | Time: 3055.32 ms [2022-04-19 22:01:32 main:574] : INFO : Epoch 1774 | loss: 0.0311674 | val_loss: 0.0311752 | Time: 2963.76 ms [2022-04-19 22:01:35 main:574] : INFO : Epoch 1775 | loss: 0.0311707 | val_loss: 0.0311714 | Time: 3005.76 ms [2022-04-19 22:01:38 main:574] : INFO : Epoch 1776 | loss: 0.0311698 | val_loss: 0.0311727 | Time: 2962.41 ms [2022-04-19 22:01:41 main:574] : INFO : Epoch 1777 | loss: 0.031171 | val_loss: 0.0311723 | Time: 3025.26 ms [2022-04-19 22:01:44 main:574] : INFO : Epoch 1778 | loss: 0.0311699 | val_loss: 0.0311728 | Time: 2990.57 ms [2022-04-19 22:01:47 main:574] : INFO : Epoch 1779 | loss: 0.03117 | val_loss: 0.0311743 | Time: 3009.24 ms [2022-04-19 22:01:50 main:574] : INFO : Epoch 1780 | loss: 0.0311678 | val_loss: 0.0311731 | Time: 2997.37 ms [2022-04-19 22:01:53 main:574] : INFO : Epoch 1781 | loss: 0.0311662 | val_loss: 0.0311717 | Time: 2962.73 ms [2022-04-19 22:01:56 main:574] : INFO : Epoch 1782 | loss: 0.0311669 | val_loss: 0.0311703 | Time: 3014.57 ms [2022-04-19 22:01:59 main:574] : INFO : Epoch 1783 | loss: 0.0311675 | val_loss: 0.031172 | Time: 2966.73 ms [2022-04-19 22:02:02 main:574] : INFO : Epoch 1784 | loss: 0.0311663 | val_loss: 0.031171 | Time: 3036.42 ms [2022-04-19 22:02:05 main:574] : INFO : Epoch 1785 | loss: 0.0311654 | val_loss: 0.0311701 | Time: 3014.27 ms [2022-04-19 22:02:08 main:574] : INFO : Epoch 1786 | loss: 0.0311653 | val_loss: 0.0311697 | Time: 3124.71 ms [2022-04-19 22:02:11 main:574] : INFO : Epoch 1787 | loss: 0.0311648 | val_loss: 0.03117 | Time: 3035.14 ms [2022-04-19 22:02:14 main:574] : INFO : Epoch 1788 | loss: 0.0311665 | val_loss: 0.031171 | Time: 3013.55 ms [2022-04-19 22:02:17 main:574] : INFO : Epoch 1789 | loss: 0.0311666 | val_loss: 0.0311715 | Time: 3096.94 ms [2022-04-19 22:02:20 main:574] : INFO : Epoch 1790 | loss: 0.0311666 | val_loss: 0.0311707 | Time: 2998.11 ms [2022-04-19 22:02:23 main:574] : INFO : Epoch 1791 | loss: 0.0311654 | val_loss: 0.0311704 | Time: 2998.43 ms [2022-04-19 22:02:26 main:574] : INFO : Epoch 1792 | loss: 0.0311655 | val_loss: 0.0311724 | Time: 2967.24 ms [2022-04-19 22:02:29 main:574] : INFO : Epoch 1793 | loss: 0.0311646 | val_loss: 0.0311728 | Time: 2998.08 ms [2022-04-19 22:02:32 main:574] : INFO : Epoch 1794 | loss: 0.0311642 | val_loss: 0.0311723 | Time: 3018.24 ms [2022-04-19 22:02:35 main:574] : INFO : Epoch 1795 | loss: 0.031166 | val_loss: 0.0311723 | Time: 2981.56 ms [2022-04-19 22:02:38 main:574] : INFO : Epoch 1796 | loss: 0.0311642 | val_loss: 0.0311742 | Time: 2994.63 ms [2022-04-19 22:02:41 main:574] : INFO : Epoch 1797 | loss: 0.0311657 | val_loss: 0.0311726 | Time: 2961.38 ms [2022-04-19 22:02:44 main:574] : INFO : Epoch 1798 | loss: 0.0311644 | val_loss: 0.0311759 | Time: 2996.5 ms [2022-04-19 22:02:47 main:574] : INFO : Epoch 1799 | loss: 0.0311659 | val_loss: 0.0311745 | Time: 3058.97 ms [2022-04-19 22:02:50 main:574] : INFO : Epoch 1800 | loss: 0.0311667 | val_loss: 0.0311725 | Time: 3105.59 ms [2022-04-19 22:02:53 main:574] : INFO : Epoch 1801 | loss: 0.0311648 | val_loss: 0.0311708 | Time: 2968.03 ms [2022-04-19 22:02:56 main:574] : INFO : Epoch 1802 | loss: 0.0311643 | val_loss: 0.0311707 | Time: 3139.35 ms [2022-04-19 22:02:59 main:574] : INFO : Epoch 1803 | loss: 0.031164 | val_loss: 0.031173 | Time: 3023.65 ms [2022-04-19 22:03:02 main:574] : INFO : Epoch 1804 | loss: 0.0311642 | val_loss: 0.0311709 | Time: 2974.06 ms [2022-04-19 22:03:05 main:574] : INFO : Epoch 1805 | loss: 0.0311645 | val_loss: 0.0311702 | Time: 3016.73 ms [2022-04-19 22:03:08 main:574] : INFO : Epoch 1806 | loss: 0.0311639 | val_loss: 0.0311711 | Time: 2989.23 ms [2022-04-19 22:03:11 main:574] : INFO : Epoch 1807 | loss: 0.0311652 | val_loss: 0.031171 | Time: 2967.48 ms [2022-04-19 22:03:14 main:574] : INFO : Epoch 1808 | loss: 0.0311621 | val_loss: 0.0311706 | Time: 3006.11 ms [2022-04-19 22:03:17 main:574] : INFO : Epoch 1809 | loss: 0.0311642 | val_loss: 0.0311707 | Time: 2916.66 ms [2022-04-19 22:03:20 main:574] : INFO : Epoch 1810 | loss: 0.0311629 | val_loss: 0.0311716 | Time: 3033.74 ms [2022-04-19 22:03:23 main:574] : INFO : Epoch 1811 | loss: 0.0311643 | val_loss: 0.0311717 | Time: 2955.39 ms [2022-04-19 22:03:26 main:574] : INFO : Epoch 1812 | loss: 0.0311631 | val_loss: 0.0311716 | Time: 3045.86 ms [2022-04-19 22:03:29 main:574] : INFO : Epoch 1813 | loss: 0.0311613 | val_loss: 0.0311709 | Time: 2915.67 ms [2022-04-19 22:03:32 main:574] : INFO : Epoch 1814 | loss: 0.0311636 | val_loss: 0.0311708 | Time: 3011.31 ms [2022-04-19 22:03:35 main:574] : INFO : Epoch 1815 | loss: 0.0311635 | val_loss: 0.0311721 | Time: 2907.89 ms [2022-04-19 22:03:38 main:574] : INFO : Epoch 1816 | loss: 0.0311611 | val_loss: 0.0311717 | Time: 3074.13 ms [2022-04-19 22:03:41 main:574] : INFO : Epoch 1817 | loss: 0.0311626 | val_loss: 0.0311726 | Time: 2889.24 ms [2022-04-19 22:03:44 main:574] : INFO : Epoch 1818 | loss: 0.0311613 | val_loss: 0.0311707 | Time: 3020.2 ms [2022-04-19 22:03:47 main:574] : INFO : Epoch 1819 | loss: 0.0311603 | val_loss: 0.03117 | Time: 2892.75 ms [2022-04-19 22:03:50 main:574] : INFO : Epoch 1820 | loss: 0.0311606 | val_loss: 0.0311703 | Time: 3048.06 ms [2022-04-19 22:03:53 main:574] : INFO : Epoch 1821 | loss: 0.031161 | val_loss: 0.0311716 | Time: 2919.71 ms [2022-04-19 22:03:56 main:574] : INFO : Epoch 1822 | loss: 0.0311612 | val_loss: 0.031173 | Time: 3057.04 ms [2022-04-19 22:03:59 main:574] : INFO : Epoch 1823 | loss: 0.0311627 | val_loss: 0.031173 | Time: 3067.51 ms [2022-04-19 22:04:02 main:574] : INFO : Epoch 1824 | loss: 0.0311672 | val_loss: 0.0311752 | Time: 3134.63 ms [2022-04-19 22:04:05 main:574] : INFO : Epoch 1825 | loss: 0.0311677 | val_loss: 0.0311714 | Time: 2931.66 ms [2022-04-19 22:04:08 main:574] : INFO : Epoch 1826 | loss: 0.0311658 | val_loss: 0.0311722 | Time: 3093.24 ms [2022-04-19 22:04:11 main:574] : INFO : Epoch 1827 | loss: 0.031166 | val_loss: 0.0311724 | Time: 2885.22 ms [2022-04-19 22:04:14 main:574] : INFO : Epoch 1828 | loss: 0.0311671 | val_loss: 0.0311719 | Time: 3092.63 ms [2022-04-19 22:04:17 main:574] : INFO : Epoch 1829 | loss: 0.0311671 | val_loss: 0.0311727 | Time: 2905.46 ms [2022-04-19 22:04:20 main:574] : INFO : Epoch 1830 | loss: 0.0311653 | val_loss: 0.0311725 | Time: 3007.87 ms [2022-04-19 22:04:23 main:574] : INFO : Epoch 1831 | loss: 0.0311656 | val_loss: 0.031171 | Time: 2941.01 ms [2022-04-19 22:04:26 main:574] : INFO : Epoch 1832 | loss: 0.0311662 | val_loss: 0.0311727 | Time: 2996.06 ms [2022-04-19 22:04:29 main:574] : INFO : Epoch 1833 | loss: 0.0311646 | val_loss: 0.0311723 | Time: 2939.08 ms [2022-04-19 22:04:32 main:574] : INFO : Epoch 1834 | loss: 0.0311661 | val_loss: 0.031177 | Time: 3020.21 ms [2022-04-19 22:04:35 main:574] : INFO : Epoch 1835 | loss: 0.0311656 | val_loss: 0.0311721 | Time: 3028.04 ms [2022-04-19 22:04:38 main:574] : INFO : Epoch 1836 | loss: 0.0311653 | val_loss: 0.031175 | Time: 3003.05 ms [2022-04-19 22:04:41 main:574] : INFO : Epoch 1837 | loss: 0.0311671 | val_loss: 0.0311721 | Time: 3016.61 ms [2022-04-19 22:04:44 main:574] : INFO : Epoch 1838 | loss: 0.0311643 | val_loss: 0.0311709 | Time: 3040.75 ms [2022-04-19 22:04:47 main:574] : INFO : Epoch 1839 | loss: 0.0311635 | val_loss: 0.0311709 | Time: 2987.71 ms [2022-04-19 22:04:50 main:574] : INFO : Epoch 1840 | loss: 0.0311639 | val_loss: 0.031173 | Time: 2997.27 ms [2022-04-19 22:04:53 main:574] : INFO : Epoch 1841 | loss: 0.031162 | val_loss: 0.0311718 | Time: 2985.78 ms [2022-04-19 22:04:56 main:574] : INFO : Epoch 1842 | loss: 0.0311636 | val_loss: 0.0311722 | Time: 2953.01 ms [2022-04-19 22:04:59 main:574] : INFO : Epoch 1843 | loss: 0.0311636 | val_loss: 0.031173 | Time: 3034.17 ms [2022-04-19 22:05:02 main:574] : INFO : Epoch 1844 | loss: 0.0311627 | val_loss: 0.0311714 | Time: 2988.9 ms [2022-04-19 22:05:05 main:574] : INFO : Epoch 1845 | loss: 0.0311618 | val_loss: 0.0311724 | Time: 3028.5 ms [2022-04-19 22:05:08 main:574] : INFO : Epoch 1846 | loss: 0.0311641 | val_loss: 0.031171 | Time: 2950.89 ms [2022-04-19 22:05:11 main:574] : INFO : Epoch 1847 | loss: 0.031161 | val_loss: 0.031174 | Time: 3026.47 ms [2022-04-19 22:05:14 main:574] : INFO : Epoch 1848 | loss: 0.0311626 | val_loss: 0.0311734 | Time: 2923.55 ms [2022-04-19 22:05:17 main:574] : INFO : Epoch 1849 | loss: 0.0311624 | val_loss: 0.0311716 | Time: 3056.24 ms [2022-04-19 22:05:20 main:574] : INFO : Epoch 1850 | loss: 0.0311615 | val_loss: 0.0311725 | Time: 2927.08 ms [2022-04-19 22:05:23 main:574] : INFO : Epoch 1851 | loss: 0.0311624 | val_loss: 0.0311761 | Time: 3078.45 ms [2022-04-19 22:05:26 main:574] : INFO : Epoch 1852 | loss: 0.0311653 | val_loss: 0.0311757 | Time: 3035.36 ms [2022-04-19 22:05:29 main:574] : INFO : Epoch 1853 | loss: 0.031162 | val_loss: 0.0311708 | Time: 3109.35 ms [2022-04-19 22:05:32 main:574] : INFO : Epoch 1854 | loss: 0.0311623 | val_loss: 0.0311715 | Time: 2987.95 ms [2022-04-19 22:05:35 main:574] : INFO : Epoch 1855 | loss: 0.0311619 | val_loss: 0.0311716 | Time: 3080.26 ms [2022-04-19 22:05:38 main:574] : INFO : Epoch 1856 | loss: 0.0311629 | val_loss: 0.0311722 | Time: 2972.77 ms [2022-04-19 22:05:41 main:574] : INFO : Epoch 1857 | loss: 0.0311603 | val_loss: 0.0311713 | Time: 3107.71 ms [2022-04-19 22:05:44 main:574] : INFO : Epoch 1858 | loss: 0.0311618 | val_loss: 0.0311708 | Time: 3028.12 ms [2022-04-19 22:05:47 main:574] : INFO : Epoch 1859 | loss: 0.0311623 | val_loss: 0.0311716 | Time: 3020.98 ms [2022-04-19 22:05:50 main:574] : INFO : Epoch 1860 | loss: 0.0311616 | val_loss: 0.0311748 | Time: 2927.77 ms [2022-04-19 22:05:53 main:574] : INFO : Epoch 1861 | loss: 0.0311628 | val_loss: 0.0311722 | Time: 3021.08 ms [2022-04-19 22:05:56 main:574] : INFO : Epoch 1862 | loss: 0.0311605 | val_loss: 0.0311712 | Time: 2927.35 ms [2022-04-19 22:05:59 main:574] : INFO : Epoch 1863 | loss: 0.0311605 | val_loss: 0.0311744 | Time: 3038.21 ms [2022-04-19 22:06:02 main:574] : INFO : Epoch 1864 | loss: 0.0311626 | val_loss: 0.0311713 | Time: 2951 ms [2022-04-19 22:06:05 main:574] : INFO : Epoch 1865 | loss: 0.031159 | val_loss: 0.0311702 | Time: 3071.89 ms [2022-04-19 22:06:08 main:574] : INFO : Epoch 1866 | loss: 0.0311605 | val_loss: 0.0311708 | Time: 2915.12 ms [2022-04-19 22:06:11 main:574] : INFO : Epoch 1867 | loss: 0.0311617 | val_loss: 0.0311717 | Time: 3070.76 ms [2022-04-19 22:06:14 main:574] : INFO : Epoch 1868 | loss: 0.031159 | val_loss: 0.031169 | Time: 2907.26 ms [2022-04-19 22:06:17 main:574] : INFO : Epoch 1869 | loss: 0.0311593 | val_loss: 0.0311699 | Time: 3100.06 ms [2022-04-19 22:06:20 main:574] : INFO : Epoch 1870 | loss: 0.0311602 | val_loss: 0.0311696 | Time: 2882.88 ms [2022-04-19 22:06:23 main:574] : INFO : Epoch 1871 | loss: 0.0311617 | val_loss: 0.0311686 | Time: 3074.37 ms [2022-04-19 22:06:26 main:574] : INFO : Epoch 1872 | loss: 0.0311596 | val_loss: 0.03117 | Time: 2880.82 ms [2022-04-19 22:06:29 main:574] : INFO : Epoch 1873 | loss: 0.0311602 | val_loss: 0.0311705 | Time: 3081.84 ms [2022-04-19 22:06:32 main:574] : INFO : Epoch 1874 | loss: 0.0311656 | val_loss: 0.0311764 | Time: 2910.88 ms [2022-04-19 22:06:35 main:574] : INFO : Epoch 1875 | loss: 0.0311652 | val_loss: 0.0311714 | Time: 3051.91 ms [2022-04-19 22:06:38 main:574] : INFO : Epoch 1876 | loss: 0.0311648 | val_loss: 0.0311741 | Time: 2896.44 ms [2022-04-19 22:06:41 main:574] : INFO : Epoch 1877 | loss: 0.0311643 | val_loss: 0.0311703 | Time: 3070.8 ms [2022-04-19 22:06:44 main:574] : INFO : Epoch 1878 | loss: 0.0311604 | val_loss: 0.0311733 | Time: 2921.11 ms [2022-04-19 22:06:47 main:574] : INFO : Epoch 1879 | loss: 0.0311603 | val_loss: 0.0311702 | Time: 3055.26 ms [2022-04-19 22:06:50 main:574] : INFO : Epoch 1880 | loss: 0.0311607 | val_loss: 0.0311693 | Time: 2921.29 ms [2022-04-19 22:06:53 main:574] : INFO : Epoch 1881 | loss: 0.0311618 | val_loss: 0.0311717 | Time: 2970.86 ms [2022-04-19 22:06:56 main:574] : INFO : Epoch 1882 | loss: 0.0311611 | val_loss: 0.0311715 | Time: 3008.65 ms [2022-04-19 22:06:59 main:574] : INFO : Epoch 1883 | loss: 0.0311623 | val_loss: 0.0311699 | Time: 2976.74 ms [2022-04-19 22:07:02 main:574] : INFO : Epoch 1884 | loss: 0.0311604 | val_loss: 0.0311693 | Time: 3006.04 ms [2022-04-19 22:07:05 main:574] : INFO : Epoch 1885 | loss: 0.0311613 | val_loss: 0.0311719 | Time: 2997.32 ms [2022-04-19 22:07:08 main:574] : INFO : Epoch 1886 | loss: 0.0311596 | val_loss: 0.0311741 | Time: 2974.74 ms [2022-04-19 22:07:11 main:574] : INFO : Epoch 1887 | loss: 0.0311596 | val_loss: 0.0311695 | Time: 2984.64 ms [2022-04-19 22:07:14 main:574] : INFO : Epoch 1888 | loss: 0.0311589 | val_loss: 0.0311727 | Time: 3027.21 ms [2022-04-19 22:07:17 main:574] : INFO : Epoch 1889 | loss: 0.0311592 | val_loss: 0.0311698 | Time: 2940.57 ms [2022-04-19 22:07:20 main:574] : INFO : Epoch 1890 | loss: 0.0311602 | val_loss: 0.0311697 | Time: 3107.09 ms [2022-04-19 22:07:23 main:574] : INFO : Epoch 1891 | loss: 0.0311602 | val_loss: 0.0311705 | Time: 3106.96 ms [2022-04-19 22:07:26 main:574] : INFO : Epoch 1892 | loss: 0.0311602 | val_loss: 0.0311691 | Time: 2999.62 ms [2022-04-19 22:07:29 main:574] : INFO : Epoch 1893 | loss: 0.0311595 | val_loss: 0.0311714 | Time: 2994.67 ms [2022-04-19 22:07:32 main:574] : INFO : Epoch 1894 | loss: 0.0311598 | val_loss: 0.0311729 | Time: 3016.54 ms [2022-04-19 22:07:35 main:574] : INFO : Epoch 1895 | loss: 0.0311608 | val_loss: 0.0311729 | Time: 3040.35 ms [2022-04-19 22:07:38 main:574] : INFO : Epoch 1896 | loss: 0.03116 | val_loss: 0.0311747 | Time: 2999.96 ms [2022-04-19 22:07:41 main:574] : INFO : Epoch 1897 | loss: 0.0311601 | val_loss: 0.031173 | Time: 2961.99 ms [2022-04-19 22:07:44 main:574] : INFO : Epoch 1898 | loss: 0.0311583 | val_loss: 0.0311716 | Time: 3015.19 ms [2022-04-19 22:07:47 main:574] : INFO : Epoch 1899 | loss: 0.031159 | val_loss: 0.0311709 | Time: 2937.96 ms [2022-04-19 22:07:50 main:574] : INFO : Epoch 1900 | loss: 0.0311577 | val_loss: 0.0311698 | Time: 3077.36 ms [2022-04-19 22:07:54 main:574] : INFO : Epoch 1901 | loss: 0.0311572 | val_loss: 0.0311716 | Time: 3086.75 ms [2022-04-19 22:07:57 main:574] : INFO : Epoch 1902 | loss: 0.0311568 | val_loss: 0.0311708 | Time: 3010.16 ms [2022-04-19 22:08:00 main:574] : INFO : Epoch 1903 | loss: 0.0311572 | val_loss: 0.0311685 | Time: 3020.61 ms [2022-04-19 22:08:03 main:574] : INFO : Epoch 1904 | loss: 0.0311581 | val_loss: 0.0311695 | Time: 3073.04 ms [2022-04-19 22:08:06 main:574] : INFO : Epoch 1905 | loss: 0.0311581 | val_loss: 0.0311708 | Time: 2960.01 ms [2022-04-19 22:08:09 main:574] : INFO : Epoch 1906 | loss: 0.0311578 | val_loss: 0.0311713 | Time: 3005.71 ms [2022-04-19 22:08:12 main:574] : INFO : Epoch 1907 | loss: 0.0311622 | val_loss: 0.0311727 | Time: 3016.11 ms [2022-04-19 22:08:15 main:574] : INFO : Epoch 1908 | loss: 0.0311611 | val_loss: 0.0311813 | Time: 3020.78 ms [2022-04-19 22:08:18 main:574] : INFO : Epoch 1909 | loss: 0.0311622 | val_loss: 0.0311771 | Time: 2946.18 ms [2022-04-19 22:08:21 main:574] : INFO : Epoch 1910 | loss: 0.0311588 | val_loss: 0.0311741 | Time: 3066.64 ms [2022-04-19 22:08:24 main:574] : INFO : Epoch 1911 | loss: 0.0311585 | val_loss: 0.0311728 | Time: 2923.19 ms [2022-04-19 22:08:27 main:574] : INFO : Epoch 1912 | loss: 0.0311593 | val_loss: 0.0311801 | Time: 3042.51 ms [2022-04-19 22:08:30 main:574] : INFO : Epoch 1913 | loss: 0.0311685 | val_loss: 0.0311767 | Time: 2971.11 ms [2022-04-19 22:08:33 main:574] : INFO : Epoch 1914 | loss: 0.0311572 | val_loss: 0.0311704 | Time: 3078.95 ms [2022-04-19 22:08:36 main:574] : INFO : Epoch 1915 | loss: 0.0311576 | val_loss: 0.0311722 | Time: 2948.83 ms [2022-04-19 22:08:39 main:574] : INFO : Epoch 1916 | loss: 0.0311578 | val_loss: 0.0311701 | Time: 3058.88 ms [2022-04-19 22:08:42 main:574] : INFO : Epoch 1917 | loss: 0.0311592 | val_loss: 0.031171 | Time: 2925.25 ms [2022-04-19 22:08:45 main:574] : INFO : Epoch 1918 | loss: 0.0311581 | val_loss: 0.0311682 | Time: 3017.48 ms [2022-04-19 22:08:48 main:574] : INFO : Epoch 1919 | loss: 0.0311581 | val_loss: 0.0311695 | Time: 2895.46 ms [2022-04-19 22:08:51 main:574] : INFO : Epoch 1920 | loss: 0.0311575 | val_loss: 0.0311723 | Time: 3030.54 ms [2022-04-19 22:08:54 main:574] : INFO : Epoch 1921 | loss: 0.0311571 | val_loss: 0.0311738 | Time: 2893.15 ms [2022-04-19 22:08:57 main:574] : INFO : Epoch 1922 | loss: 0.0311601 | val_loss: 0.031173 | Time: 3051.97 ms [2022-04-19 22:09:00 main:574] : INFO : Epoch 1923 | loss: 0.0311609 | val_loss: 0.0311701 | Time: 2954.26 ms [2022-04-19 22:09:03 main:574] : INFO : Epoch 1924 | loss: 0.0311592 | val_loss: 0.0311706 | Time: 3111.08 ms [2022-04-19 22:09:06 main:574] : INFO : Epoch 1925 | loss: 0.0311609 | val_loss: 0.0311752 | Time: 2986.06 ms [2022-04-19 22:09:09 main:574] : INFO : Epoch 1926 | loss: 0.031167 | val_loss: 0.0311775 | Time: 3164.44 ms [2022-04-19 22:09:12 main:574] : INFO : Epoch 1927 | loss: 0.0311632 | val_loss: 0.0311705 | Time: 2943.58 ms [2022-04-19 22:09:15 main:574] : INFO : Epoch 1928 | loss: 0.0311649 | val_loss: 0.0311732 | Time: 3084.27 ms [2022-04-19 22:09:18 main:574] : INFO : Epoch 1929 | loss: 0.0311618 | val_loss: 0.0311702 | Time: 2957.36 ms [2022-04-19 22:09:21 main:574] : INFO : Epoch 1930 | loss: 0.0311597 | val_loss: 0.0311698 | Time: 3112.81 ms [2022-04-19 22:09:24 main:574] : INFO : Epoch 1931 | loss: 0.0311602 | val_loss: 0.0311765 | Time: 2905.95 ms [2022-04-19 22:09:27 main:574] : INFO : Epoch 1932 | loss: 0.0311693 | val_loss: 0.0311712 | Time: 3094 ms [2022-04-19 22:09:30 main:574] : INFO : Epoch 1933 | loss: 0.0311683 | val_loss: 0.0311737 | Time: 2943.81 ms [2022-04-19 22:09:33 main:574] : INFO : Epoch 1934 | loss: 0.0311684 | val_loss: 0.0311725 | Time: 3212.54 ms [2022-04-19 22:09:36 main:574] : INFO : Epoch 1935 | loss: 0.0311662 | val_loss: 0.0311712 | Time: 2952.1 ms [2022-04-19 22:09:39 main:574] : INFO : Epoch 1936 | loss: 0.0311631 | val_loss: 0.0311712 | Time: 3056.32 ms [2022-04-19 22:09:42 main:574] : INFO : Epoch 1937 | loss: 0.0311626 | val_loss: 0.0311721 | Time: 2887.33 ms [2022-04-19 22:09:45 main:574] : INFO : Epoch 1938 | loss: 0.0311622 | val_loss: 0.0311719 | Time: 3117.97 ms [2022-04-19 22:09:48 main:574] : INFO : Epoch 1939 | loss: 0.0311617 | val_loss: 0.0311706 | Time: 2902.65 ms [2022-04-19 22:09:51 main:574] : INFO : Epoch 1940 | loss: 0.031162 | val_loss: 0.0311696 | Time: 3090.12 ms [2022-04-19 22:09:54 main:574] : INFO : Epoch 1941 | loss: 0.0311631 | val_loss: 0.031172 | Time: 2897.65 ms [2022-04-19 22:09:57 main:574] : INFO : Epoch 1942 | loss: 0.031165 | val_loss: 0.0311699 | Time: 3079.53 ms [2022-04-19 22:10:00 main:574] : INFO : Epoch 1943 | loss: 0.031163 | val_loss: 0.0311695 | Time: 2947.56 ms [2022-04-19 22:10:03 main:574] : INFO : Epoch 1944 | loss: 0.0311658 | val_loss: 0.0311788 | Time: 3080.61 ms [2022-04-19 22:10:06 main:574] : INFO : Epoch 1945 | loss: 0.0311759 | val_loss: 0.0311788 | Time: 2883.95 ms [2022-04-19 22:10:09 main:574] : INFO : Epoch 1946 | loss: 0.0311712 | val_loss: 0.0311717 | Time: 3080.3 ms [2022-04-19 22:10:12 main:574] : INFO : Epoch 1947 | loss: 0.0311687 | val_loss: 0.0311699 | Time: 2941.82 ms [2022-04-19 22:10:15 main:574] : INFO : Epoch 1948 | loss: 0.0311656 | val_loss: 0.0311694 | Time: 3085.69 ms [2022-04-19 22:10:28 main:574] : INFO : Epoch 1949 | loss: 0.0311654 | val_loss: 0.0311677 | Time: 13209.4 ms [2022-04-19 22:10:32 main:574] : INFO : Epoch 1950 | loss: 0.0311649 | val_loss: 0.0311679 | Time: 3158.24 ms [2022-04-19 22:10:34 main:574] : INFO : Epoch 1951 | loss: 0.0311639 | val_loss: 0.0311687 | Time: 2917.86 ms [2022-04-19 22:10:38 main:574] : INFO : Epoch 1952 | loss: 0.0311632 | val_loss: 0.031171 | Time: 3094.86 ms [2022-04-19 22:10:40 main:574] : INFO : Epoch 1953 | loss: 0.031166 | val_loss: 0.0311717 | Time: 2912.26 ms [2022-04-19 22:10:44 main:574] : INFO : Epoch 1954 | loss: 0.0311665 | val_loss: 0.0311748 | Time: 3040 ms [2022-04-19 22:10:46 main:574] : INFO : Epoch 1955 | loss: 0.0311658 | val_loss: 0.0311703 | Time: 2887.74 ms [2022-04-19 22:10:49 main:574] : INFO : Epoch 1956 | loss: 0.0311651 | val_loss: 0.0311698 | Time: 3060.24 ms [2022-04-19 22:10:52 main:574] : INFO : Epoch 1957 | loss: 0.0311645 | val_loss: 0.0311677 | Time: 2868.73 ms [2022-04-19 22:10:55 main:574] : INFO : Epoch 1958 | loss: 0.0311641 | val_loss: 0.0311682 | Time: 3043.14 ms [2022-04-19 22:10:58 main:574] : INFO : Epoch 1959 | loss: 0.0311649 | val_loss: 0.0311675 | Time: 2891.06 ms [2022-04-19 22:11:01 main:574] : INFO : Epoch 1960 | loss: 0.0311621 | val_loss: 0.0311682 | Time: 3052.33 ms [2022-04-19 22:11:04 main:574] : INFO : Epoch 1961 | loss: 0.0311634 | val_loss: 0.0311682 | Time: 2903.34 ms [2022-04-19 22:11:07 main:574] : INFO : Epoch 1962 | loss: 0.0311618 | val_loss: 0.0311688 | Time: 2971.1 ms [2022-04-19 22:11:10 main:574] : INFO : Epoch 1963 | loss: 0.0311629 | val_loss: 0.0311711 | Time: 2975.88 ms [2022-04-19 22:11:13 main:574] : INFO : Epoch 1964 | loss: 0.0311612 | val_loss: 0.031169 | Time: 2969.32 ms [2022-04-19 22:11:16 main:574] : INFO : Epoch 1965 | loss: 0.031163 | val_loss: 0.0311713 | Time: 3006.57 ms [2022-04-19 22:11:19 main:574] : INFO : Epoch 1966 | loss: 0.0311636 | val_loss: 0.03117 | Time: 2909.54 ms [2022-04-19 22:11:22 main:574] : INFO : Epoch 1967 | loss: 0.0311609 | val_loss: 0.0311688 | Time: 2970.55 ms [2022-04-19 22:11:25 main:574] : INFO : Epoch 1968 | loss: 0.0311608 | val_loss: 0.0311698 | Time: 2920.96 ms [2022-04-19 22:11:28 main:574] : INFO : Epoch 1969 | loss: 0.0311611 | val_loss: 0.0311715 | Time: 3038.68 ms [2022-04-19 22:11:31 main:574] : INFO : Epoch 1970 | loss: 0.0311606 | val_loss: 0.0311694 | Time: 2905.05 ms [2022-04-19 22:11:34 main:574] : INFO : Epoch 1971 | loss: 0.0311615 | val_loss: 0.0311691 | Time: 3058.12 ms [2022-04-19 22:11:37 main:574] : INFO : Epoch 1972 | loss: 0.0311591 | val_loss: 0.0311683 | Time: 2981.84 ms [2022-04-19 22:11:40 main:574] : INFO : Epoch 1973 | loss: 0.0311584 | val_loss: 0.0311675 | Time: 3094.47 ms [2022-04-19 22:11:43 main:574] : INFO : Epoch 1974 | loss: 0.0311597 | val_loss: 0.0311685 | Time: 2878.73 ms [2022-04-19 22:11:46 main:574] : INFO : Epoch 1975 | loss: 0.0311604 | val_loss: 0.0311671 | Time: 3079.67 ms [2022-04-19 22:11:49 main:574] : INFO : Epoch 1976 | loss: 0.0311611 | val_loss: 0.0311662 | Time: 2894.23 ms [2022-04-19 22:11:52 main:574] : INFO : Epoch 1977 | loss: 0.0311595 | val_loss: 0.0311678 | Time: 3288.2 ms [2022-04-19 22:11:55 main:574] : INFO : Epoch 1978 | loss: 0.0311607 | val_loss: 0.0311705 | Time: 3048.43 ms [2022-04-19 22:11:58 main:574] : INFO : Epoch 1979 | loss: 0.0311591 | val_loss: 0.0311701 | Time: 3001.48 ms [2022-04-19 22:12:01 main:574] : INFO : Epoch 1980 | loss: 0.0311605 | val_loss: 0.0311681 | Time: 2894.62 ms [2022-04-19 22:12:04 main:574] : INFO : Epoch 1981 | loss: 0.0311586 | val_loss: 0.0311673 | Time: 3250.53 ms [2022-04-19 22:12:08 main:574] : INFO : Epoch 1982 | loss: 0.0311577 | val_loss: 0.0311736 | Time: 3197.54 ms [2022-04-19 22:12:11 main:574] : INFO : Epoch 1983 | loss: 0.0311612 | val_loss: 0.0311742 | Time: 3261.22 ms [2022-04-19 22:12:14 main:574] : INFO : Epoch 1984 | loss: 0.0311689 | val_loss: 0.0311705 | Time: 3286.07 ms [2022-04-19 22:12:17 main:574] : INFO : Epoch 1985 | loss: 0.0311671 | val_loss: 0.0311745 | Time: 3122.93 ms [2022-04-19 22:12:20 main:574] : INFO : Epoch 1986 | loss: 0.0311674 | val_loss: 0.0311765 | Time: 3055.85 ms [2022-04-19 22:12:23 main:574] : INFO : Epoch 1987 | loss: 0.0311645 | val_loss: 0.0311704 | Time: 2880.77 ms [2022-04-19 22:12:26 main:574] : INFO : Epoch 1988 | loss: 0.0311642 | val_loss: 0.0311683 | Time: 3087.69 ms [2022-04-19 22:12:29 main:574] : INFO : Epoch 1989 | loss: 0.0311617 | val_loss: 0.0311677 | Time: 2920.93 ms [2022-04-19 22:12:32 main:574] : INFO : Epoch 1990 | loss: 0.0311634 | val_loss: 0.031172 | Time: 3058.94 ms [2022-04-19 22:12:35 main:574] : INFO : Epoch 1991 | loss: 0.0311645 | val_loss: 0.0311675 | Time: 2899.26 ms [2022-04-19 22:12:38 main:574] : INFO : Epoch 1992 | loss: 0.0311649 | val_loss: 0.0311702 | Time: 3140.22 ms [2022-04-19 22:12:42 main:574] : INFO : Epoch 1993 | loss: 0.0311648 | val_loss: 0.0311671 | Time: 3120.07 ms [2022-04-19 22:12:45 main:574] : INFO : Epoch 1994 | loss: 0.0311621 | val_loss: 0.0311659 | Time: 3124.49 ms [2022-04-19 22:12:48 main:574] : INFO : Epoch 1995 | loss: 0.0311635 | val_loss: 0.0311681 | Time: 2938.35 ms [2022-04-19 22:12:51 main:574] : INFO : Epoch 1996 | loss: 0.0311665 | val_loss: 0.0311664 | Time: 3060.24 ms [2022-04-19 22:12:54 main:574] : INFO : Epoch 1997 | loss: 0.0311674 | val_loss: 0.0311676 | Time: 2952.82 ms [2022-04-19 22:12:57 main:574] : INFO : Epoch 1998 | loss: 0.0311636 | val_loss: 0.0311668 | Time: 3057.21 ms [2022-04-19 22:13:00 main:574] : INFO : Epoch 1999 | loss: 0.0311649 | val_loss: 0.0311688 | Time: 2927.85 ms [2022-04-19 22:13:03 main:574] : INFO : Epoch 2000 | loss: 0.031165 | val_loss: 0.0311661 | Time: 3177.19 ms [2022-04-19 22:13:06 main:574] : INFO : Epoch 2001 | loss: 0.0311623 | val_loss: 0.0311651 | Time: 2970.93 ms [2022-04-19 22:13:09 main:574] : INFO : Epoch 2002 | loss: 0.0311647 | val_loss: 0.031168 | Time: 3061.11 ms [2022-04-19 22:13:12 main:574] : INFO : Epoch 2003 | loss: 0.0311684 | val_loss: 0.0311673 | Time: 3026.49 ms [2022-04-19 22:13:15 main:574] : INFO : Epoch 2004 | loss: 0.0311642 | val_loss: 0.0311668 | Time: 3026.1 ms [2022-04-19 22:13:18 main:574] : INFO : Epoch 2005 | loss: 0.0311641 | val_loss: 0.0311664 | Time: 2920.45 ms [2022-04-19 22:13:21 main:574] : INFO : Epoch 2006 | loss: 0.0311636 | val_loss: 0.0311666 | Time: 3097.69 ms [2022-04-19 22:13:24 main:574] : INFO : Epoch 2007 | loss: 0.0311619 | val_loss: 0.0311655 | Time: 2884.12 ms [2022-04-19 22:13:27 main:574] : INFO : Epoch 2008 | loss: 0.0311618 | val_loss: 0.0311677 | Time: 3071.36 ms [2022-04-19 22:13:30 main:574] : INFO : Epoch 2009 | loss: 0.031163 | val_loss: 0.0311658 | Time: 2883.64 ms [2022-04-19 22:13:33 main:574] : INFO : Epoch 2010 | loss: 0.0311613 | val_loss: 0.0311662 | Time: 3060.53 ms [2022-04-19 22:13:36 main:574] : INFO : Epoch 2011 | loss: 0.0311602 | val_loss: 0.031165 | Time: 2900.72 ms [2022-04-19 22:13:39 main:574] : INFO : Epoch 2012 | loss: 0.0311593 | val_loss: 0.0311656 | Time: 3091.12 ms [2022-04-19 22:13:42 main:574] : INFO : Epoch 2013 | loss: 0.0311591 | val_loss: 0.0311672 | Time: 2909.44 ms [2022-04-19 22:13:45 main:574] : INFO : Epoch 2014 | loss: 0.0311591 | val_loss: 0.031168 | Time: 3048.33 ms [2022-04-19 22:13:48 main:574] : INFO : Epoch 2015 | loss: 0.0311606 | val_loss: 0.031166 | Time: 2898.12 ms [2022-04-19 22:13:51 main:574] : INFO : Epoch 2016 | loss: 0.0311616 | val_loss: 0.0311664 | Time: 3000.41 ms [2022-04-19 22:13:54 main:574] : INFO : Epoch 2017 | loss: 0.0311634 | val_loss: 0.0311697 | Time: 2911.35 ms [2022-04-19 22:13:57 main:574] : INFO : Epoch 2018 | loss: 0.0311629 | val_loss: 0.0311665 | Time: 2972.53 ms [2022-04-19 22:14:00 main:574] : INFO : Epoch 2019 | loss: 0.0311631 | val_loss: 0.0311729 | Time: 2982.79 ms [2022-04-19 22:14:03 main:574] : INFO : Epoch 2020 | loss: 0.0311615 | val_loss: 0.0311688 | Time: 2933.68 ms [2022-04-19 22:14:06 main:574] : INFO : Epoch 2021 | loss: 0.0311607 | val_loss: 0.0311682 | Time: 3003.54 ms [2022-04-19 22:14:09 main:574] : INFO : Epoch 2022 | loss: 0.0311613 | val_loss: 0.0311677 | Time: 3008.39 ms [2022-04-19 22:14:12 main:574] : INFO : Epoch 2023 | loss: 0.0311591 | val_loss: 0.0311682 | Time: 3007.59 ms [2022-04-19 22:14:14 main:574] : INFO : Epoch 2024 | loss: 0.0311589 | val_loss: 0.0311662 | Time: 2929.63 ms [2022-04-19 22:14:18 main:574] : INFO : Epoch 2025 | loss: 0.0311601 | val_loss: 0.0311675 | Time: 3028.5 ms [2022-04-19 22:14:20 main:574] : INFO : Epoch 2026 | loss: 0.0311603 | val_loss: 0.0311681 | Time: 2896.23 ms [2022-04-19 22:14:23 main:574] : INFO : Epoch 2027 | loss: 0.0311604 | val_loss: 0.0311658 | Time: 3045.4 ms [2022-04-19 22:14:26 main:574] : INFO : Epoch 2028 | loss: 0.0311595 | val_loss: 0.0311657 | Time: 2900.01 ms [2022-04-19 22:14:29 main:574] : INFO : Epoch 2029 | loss: 0.0311593 | val_loss: 0.0311664 | Time: 3040.84 ms [2022-04-19 22:14:32 main:574] : INFO : Epoch 2030 | loss: 0.0311627 | val_loss: 0.0311657 | Time: 2893.38 ms [2022-04-19 22:14:35 main:574] : INFO : Epoch 2031 | loss: 0.031162 | val_loss: 0.0311668 | Time: 3050.22 ms [2022-04-19 22:14:38 main:574] : INFO : Epoch 2032 | loss: 0.0311613 | val_loss: 0.0311651 | Time: 2885.34 ms [2022-04-19 22:14:41 main:574] : INFO : Epoch 2033 | loss: 0.0311613 | val_loss: 0.0311713 | Time: 3101.61 ms [2022-04-19 22:14:44 main:574] : INFO : Epoch 2034 | loss: 0.0311615 | val_loss: 0.0311672 | Time: 2910.15 ms [2022-04-19 22:14:47 main:574] : INFO : Epoch 2035 | loss: 0.0311591 | val_loss: 0.031167 | Time: 3062.36 ms [2022-04-19 22:14:50 main:574] : INFO : Epoch 2036 | loss: 0.0311603 | val_loss: 0.0311661 | Time: 2894.94 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce RTX 3060 Ti) [2022-04-20 09:08:19 main:435] : INFO : Set logging level to 1 [2022-04-20 09:08:19 main:441] : INFO : Running in BOINC Client mode [2022-04-20 09:08:19 main:444] : INFO : Resolving all filenames [2022-04-20 09:08:19 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-20 09:08:19 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-20 09:08:19 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-20 09:08:19 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-20 09:08:19 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-20 09:08:19 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-20 09:08:19 main:474] : INFO : Configuration: [2022-04-20 09:08:19 main:475] : INFO : Model type: GRU [2022-04-20 09:08:19 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-20 09:08:19 main:477] : INFO : Max Epochs: 2048 [2022-04-20 09:08:19 main:478] : INFO : Batch Size: 128 [2022-04-20 09:08:19 main:479] : INFO : Learning Rate: 0.01 [2022-04-20 09:08:19 main:480] : INFO : Patience: 10 [2022-04-20 09:08:19 main:481] : INFO : Hidden Width: 12 [2022-04-20 09:08:19 main:482] : INFO : # Recurrent Layers: 4 [2022-04-20 09:08:19 main:483] : INFO : # Backend Layers: 4 [2022-04-20 09:08:19 main:484] : INFO : # Threads: 1 [2022-04-20 09:08:19 main:486] : INFO : Preparing Dataset [2022-04-20 09:08:19 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-20 09:08:19 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-20 09:26:43 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-20 09:26:43 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-20 09:26:43 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-20 09:26:43 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-20 09:26:43 main:494] : INFO : Creating Model [2022-04-20 09:26:43 main:507] : INFO : Preparing config file [2022-04-20 09:26:43 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-20 09:26:43 main:512] : INFO : Loading config [2022-04-20 09:26:43 main:514] : INFO : Loading state [2022-04-20 09:40:05 main:559] : INFO : Loading DataLoader into Memory [2022-04-20 09:40:05 main:562] : INFO : Starting Training [2022-04-20 09:41:17 main:574] : INFO : Epoch 1980 | loss: 0.0312724 | val_loss: 0.031188 | Time: 71502.5 ms [2022-04-20 09:41:20 main:574] : INFO : Epoch 1981 | loss: 0.0311748 | val_loss: 0.0311689 | Time: 3087.39 ms [2022-04-20 09:41:23 main:574] : INFO : Epoch 1982 | loss: 0.0311637 | val_loss: 0.0311676 | Time: 2889.71 ms [2022-04-20 09:41:26 main:574] : INFO : Epoch 1983 | loss: 0.0311626 | val_loss: 0.0311658 | Time: 3030.74 ms [2022-04-20 09:41:29 main:574] : INFO : Epoch 1984 | loss: 0.0311621 | val_loss: 0.0311657 | Time: 2893.65 ms [2022-04-20 09:41:32 main:574] : INFO : Epoch 1985 | loss: 0.0311588 | val_loss: 0.0311694 | Time: 3004.93 ms [2022-04-20 09:41:35 main:574] : INFO : Epoch 1986 | loss: 0.0311609 | val_loss: 0.0311697 | Time: 2846.55 ms [2022-04-20 09:41:38 main:574] : INFO : Epoch 1987 | loss: 0.0311589 | val_loss: 0.0311702 | Time: 3035.13 ms [2022-04-20 09:41:41 main:574] : INFO : Epoch 1988 | loss: 0.0311588 | val_loss: 0.03117 | Time: 2833.66 ms [2022-04-20 09:41:43 main:574] : INFO : Epoch 1989 | loss: 0.0311594 | val_loss: 0.0311683 | Time: 2978.99 ms [2022-04-20 09:41:46 main:574] : INFO : Epoch 1990 | loss: 0.0311582 | val_loss: 0.0311692 | Time: 2892.03 ms [2022-04-20 09:41:49 main:574] : INFO : Epoch 1991 | loss: 0.0311577 | val_loss: 0.0311688 | Time: 2900.58 ms [2022-04-20 09:41:52 main:574] : INFO : Epoch 1992 | loss: 0.0311589 | val_loss: 0.031174 | Time: 2959.81 ms [2022-04-20 09:41:55 main:574] : INFO : Epoch 1993 | loss: 0.0311602 | val_loss: 0.0311655 | Time: 2907.69 ms [2022-04-20 09:41:58 main:574] : INFO : Epoch 1994 | loss: 0.0311595 | val_loss: 0.0311745 | Time: 2969.92 ms [2022-04-20 09:42:01 main:574] : INFO : Epoch 1995 | loss: 0.0311598 | val_loss: 0.0311679 | Time: 2858.72 ms [2022-04-20 09:42:04 main:574] : INFO : Epoch 1996 | loss: 0.0311578 | val_loss: 0.0311676 | Time: 3034.67 ms [2022-04-20 09:42:07 main:574] : INFO : Epoch 1997 | loss: 0.0311597 | val_loss: 0.0311699 | Time: 2924.98 ms [2022-04-20 09:42:10 main:574] : INFO : Epoch 1998 | loss: 0.0311589 | val_loss: 0.0311692 | Time: 3041.22 ms [2022-04-20 09:42:13 main:574] : INFO : Epoch 1999 | loss: 0.0311592 | val_loss: 0.0311666 | Time: 2834.5 ms [2022-04-20 09:42:16 main:574] : INFO : Epoch 2000 | loss: 0.0311572 | val_loss: 0.0311676 | Time: 3029.39 ms [2022-04-20 09:42:19 main:574] : INFO : Epoch 2001 | loss: 0.031159 | val_loss: 0.031172 | Time: 3085.14 ms [2022-04-20 09:42:22 main:574] : INFO : Epoch 2002 | loss: 0.0311591 | val_loss: 0.0311685 | Time: 3042.36 ms [2022-04-20 09:42:25 main:574] : INFO : Epoch 2003 | loss: 0.0311576 | val_loss: 0.0311695 | Time: 2948.05 ms [2022-04-20 09:42:28 main:574] : INFO : Epoch 2004 | loss: 0.0311575 | val_loss: 0.0311674 | Time: 3120.54 ms [2022-04-20 09:42:31 main:574] : INFO : Epoch 2005 | loss: 0.0311572 | val_loss: 0.031168 | Time: 2992.48 ms [2022-04-20 09:42:34 main:574] : INFO : Epoch 2006 | loss: 0.0311594 | val_loss: 0.0311686 | Time: 3044.1 ms [2022-04-20 09:42:37 main:574] : INFO : Epoch 2007 | loss: 0.0311627 | val_loss: 0.0311717 | Time: 2841.89 ms [2022-04-20 09:42:40 main:574] : INFO : Epoch 2008 | loss: 0.0311602 | val_loss: 0.0311687 | Time: 3046.69 ms [2022-04-20 09:42:43 main:574] : INFO : Epoch 2009 | loss: 0.0311614 | val_loss: 0.0311684 | Time: 2924.6 ms [2022-04-20 09:42:46 main:574] : INFO : Epoch 2010 | loss: 0.0311582 | val_loss: 0.0311675 | Time: 2951.29 ms [2022-04-20 09:42:49 main:574] : INFO : Epoch 2011 | loss: 0.031157 | val_loss: 0.0311693 | Time: 2914.54 ms [2022-04-20 09:42:52 main:574] : INFO : Epoch 2012 | loss: 0.0311603 | val_loss: 0.031172 | Time: 2892.02 ms [2022-04-20 09:42:55 main:574] : INFO : Epoch 2013 | loss: 0.0311605 | val_loss: 0.0311657 | Time: 2937.69 ms [2022-04-20 09:42:58 main:574] : INFO : Epoch 2014 | loss: 0.0311582 | val_loss: 0.0311668 | Time: 2941.6 ms [2022-04-20 09:43:01 main:574] : INFO : Epoch 2015 | loss: 0.0311579 | val_loss: 0.0311662 | Time: 3014.08 ms [2022-04-20 09:43:03 main:574] : INFO : Epoch 2016 | loss: 0.0311578 | val_loss: 0.0311659 | Time: 2826.55 ms [2022-04-20 09:43:06 main:574] : INFO : Epoch 2017 | loss: 0.031158 | val_loss: 0.0311686 | Time: 3010.05 ms [2022-04-20 09:43:09 main:574] : INFO : Epoch 2018 | loss: 0.0311582 | val_loss: 0.0311705 | Time: 2885.56 ms [2022-04-20 09:43:12 main:574] : INFO : Epoch 2019 | loss: 0.0311594 | val_loss: 0.0311705 | Time: 3082.21 ms [2022-04-20 09:43:15 main:574] : INFO : Epoch 2020 | loss: 0.0311588 | val_loss: 0.0311647 | Time: 2919.98 ms [2022-04-20 09:43:18 main:574] : INFO : Epoch 2021 | loss: 0.0311596 | val_loss: 0.0311645 | Time: 3028.16 ms [2022-04-20 09:43:21 main:574] : INFO : Epoch 2022 | loss: 0.0311583 | val_loss: 0.031165 | Time: 2967.88 ms [2022-04-20 09:43:24 main:574] : INFO : Epoch 2023 | loss: 0.0311617 | val_loss: 0.0311668 | Time: 3013.51 ms [2022-04-20 09:43:27 main:574] : INFO : Epoch 2024 | loss: 0.0311618 | val_loss: 0.031168 | Time: 2860.22 ms [2022-04-20 09:43:30 main:574] : INFO : Epoch 2025 | loss: 0.0311616 | val_loss: 0.0311684 | Time: 2930.69 ms [2022-04-20 09:43:33 main:574] : INFO : Epoch 2026 | loss: 0.0311584 | val_loss: 0.0311684 | Time: 2935.93 ms [2022-04-20 09:43:36 main:574] : INFO : Epoch 2027 | loss: 0.0311581 | val_loss: 0.0311674 | Time: 2914.64 ms [2022-04-20 09:43:39 main:574] : INFO : Epoch 2028 | loss: 0.0311573 | val_loss: 0.0311673 | Time: 2939.33 ms [2022-04-20 09:43:42 main:574] : INFO : Epoch 2029 | loss: 0.0311567 | val_loss: 0.0311688 | Time: 2862.38 ms [2022-04-20 09:43:45 main:574] : INFO : Epoch 2030 | loss: 0.0311567 | val_loss: 0.0311687 | Time: 3036.22 ms [2022-04-20 09:43:48 main:574] : INFO : Epoch 2031 | loss: 0.0311572 | val_loss: 0.0311669 | Time: 2838.7 ms [2022-04-20 09:43:51 main:574] : INFO : Epoch 2032 | loss: 0.031156 | val_loss: 0.0311648 | Time: 3067.62 ms [2022-04-20 09:43:54 main:574] : INFO : Epoch 2033 | loss: 0.0311564 | val_loss: 0.0311658 | Time: 2871.63 ms [2022-04-20 09:43:57 main:574] : INFO : Epoch 2034 | loss: 0.0311592 | val_loss: 0.0311721 | Time: 2951.75 ms [2022-04-20 09:44:00 main:574] : INFO : Epoch 2035 | loss: 0.0311599 | val_loss: 0.0311711 | Time: 2968.26 ms [2022-04-20 09:44:03 main:574] : INFO : Epoch 2036 | loss: 0.0311569 | val_loss: 0.0311662 | Time: 3084.81 ms [2022-04-20 09:44:06 main:574] : INFO : Epoch 2037 | loss: 0.0311581 | val_loss: 0.0311678 | Time: 2902.15 ms [2022-04-20 09:44:09 main:574] : INFO : Epoch 2038 | loss: 0.0311568 | val_loss: 0.0311676 | Time: 2955.88 ms [2022-04-20 09:44:11 main:574] : INFO : Epoch 2039 | loss: 0.0311555 | val_loss: 0.0311652 | Time: 2930.99 ms [2022-04-20 09:44:14 main:574] : INFO : Epoch 2040 | loss: 0.0311551 | val_loss: 0.0311686 | Time: 2928.04 ms [2022-04-20 09:44:17 main:574] : INFO : Epoch 2041 | loss: 0.0311569 | val_loss: 0.0311663 | Time: 2996.6 ms [2022-04-20 09:44:20 main:574] : INFO : Epoch 2042 | loss: 0.0311565 | val_loss: 0.0311668 | Time: 3026.93 ms [2022-04-20 09:44:23 main:574] : INFO : Epoch 2043 | loss: 0.0311552 | val_loss: 0.0311681 | Time: 2910.44 ms [2022-04-20 09:44:26 main:574] : INFO : Epoch 2044 | loss: 0.031155 | val_loss: 0.031171 | Time: 2861.12 ms [2022-04-20 09:44:29 main:574] : INFO : Epoch 2045 | loss: 0.0311547 | val_loss: 0.0311678 | Time: 3022.85 ms [2022-04-20 09:44:32 main:574] : INFO : Epoch 2046 | loss: 0.0311543 | val_loss: 0.031165 | Time: 2846.85 ms [2022-04-20 09:44:35 main:574] : INFO : Epoch 2047 | loss: 0.0311542 | val_loss: 0.0311683 | Time: 3004.46 ms [2022-04-20 09:44:38 main:574] : INFO : Epoch 2048 | loss: 0.03116 | val_loss: 0.0311644 | Time: 2856.79 ms [2022-04-20 09:44:38 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311644 [2022-04-20 09:44:38 main:603] : INFO : Saving end state to config to file [2022-04-20 09:44:38 main:608] : INFO : Success, exiting.. 09:44:38 (14000): 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)