Task 7365127
| Name | ParityModified-1631728594-18328-0_0 |
| Workunit | 5041271 |
| Created | 15 Sep 2021, 17:56:39 UTC |
| Sent | 16 Sep 2021, 8:03:27 UTC |
| Report deadline | 24 Sep 2021, 8:03:27 UTC |
| Received | 16 Sep 2021, 13:28:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5902 |
| Run time | 1 hours 43 min 47 sec |
| CPU time | 1 hours 42 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 646.25 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> loss: 0.0312547 | Time: 3017.62 ms [2021-09-16 11:31:44 main:574] : INFO : Epoch 1616 | loss: 0.0309821 | val_loss: 0.0312926 | Time: 3061.79 ms [2021-09-16 11:31:47 main:574] : INFO : Epoch 1617 | loss: 0.0309822 | val_loss: 0.0312897 | Time: 3031.46 ms [2021-09-16 11:31:50 main:574] : INFO : Epoch 1618 | loss: 0.0309757 | val_loss: 0.0312791 | Time: 3011.06 ms [2021-09-16 11:31:53 main:574] : INFO : Epoch 1619 | loss: 0.0309789 | val_loss: 0.0312756 | Time: 2999 ms [2021-09-16 11:31:56 main:574] : INFO : Epoch 1620 | loss: 0.0309844 | val_loss: 0.0312755 | Time: 2984.29 ms [2021-09-16 11:31:59 main:574] : INFO : Epoch 1621 | loss: 0.0309832 | val_loss: 0.0312567 | Time: 2985.24 ms [2021-09-16 11:32:02 main:574] : INFO : Epoch 1622 | loss: 0.0309772 | val_loss: 0.0312941 | Time: 2995.2 ms [2021-09-16 11:32:05 main:574] : INFO : Epoch 1623 | loss: 0.0309784 | val_loss: 0.0312817 | Time: 3021.02 ms [2021-09-16 11:32:08 main:574] : INFO : Epoch 1624 | loss: 0.0309899 | val_loss: 0.0313222 | Time: 3012.77 ms [2021-09-16 11:32:11 main:574] : INFO : Epoch 1625 | loss: 0.0309799 | val_loss: 0.0312802 | Time: 3009.24 ms [2021-09-16 11:32:14 main:574] : INFO : Epoch 1626 | loss: 0.0309718 | val_loss: 0.0312636 | Time: 2988.62 ms [2021-09-16 11:32:17 main:574] : INFO : Epoch 1627 | loss: 0.0309755 | val_loss: 0.0312851 | Time: 2990.35 ms [2021-09-16 11:32:20 main:574] : INFO : Epoch 1628 | loss: 0.0309889 | val_loss: 0.0312733 | Time: 2984.72 ms [2021-09-16 11:32:23 main:574] : INFO : Epoch 1629 | loss: 0.0309873 | val_loss: 0.0312765 | Time: 2992.4 ms [2021-09-16 11:32:26 main:574] : INFO : Epoch 1630 | loss: 0.0309809 | val_loss: 0.0312764 | Time: 2998.38 ms [2021-09-16 11:32:29 main:574] : INFO : Epoch 1631 | loss: 0.0309903 | val_loss: 0.0312978 | Time: 2998.42 ms [2021-09-16 11:32:32 main:574] : INFO : Epoch 1632 | loss: 0.0309843 | val_loss: 0.0312936 | Time: 2987.92 ms [2021-09-16 11:32:35 main:574] : INFO : Epoch 1633 | loss: 0.0309968 | val_loss: 0.0312761 | Time: 3032.64 ms [2021-09-16 11:32:38 main:574] : INFO : Epoch 1634 | loss: 0.0309906 | val_loss: 0.0312968 | Time: 3057.84 ms [2021-09-16 11:32:41 main:574] : INFO : Epoch 1635 | loss: 0.0309861 | val_loss: 0.0312543 | Time: 2997.75 ms [2021-09-16 11:32:44 main:574] : INFO : Epoch 1636 | loss: 0.0310064 | val_loss: 0.031264 | Time: 2984.37 ms [2021-09-16 11:32:47 main:574] : INFO : Epoch 1637 | loss: 0.0309918 | val_loss: 0.0312724 | Time: 2992.53 ms [2021-09-16 11:32:50 main:574] : INFO : Epoch 1638 | loss: 0.0309902 | val_loss: 0.0312895 | Time: 2989.05 ms [2021-09-16 11:32:53 main:574] : INFO : Epoch 1639 | loss: 0.0309783 | val_loss: 0.0312889 | Time: 3004.19 ms [2021-09-16 11:32:56 main:574] : INFO : Epoch 1640 | loss: 0.030989 | val_loss: 0.0312661 | Time: 3073.25 ms [2021-09-16 11:32:59 main:574] : INFO : Epoch 1641 | loss: 0.0309965 | val_loss: 0.0312507 | Time: 2998.46 ms [2021-09-16 11:33:02 main:574] : INFO : Epoch 1642 | loss: 0.0309879 | val_loss: 0.0312809 | Time: 3000.55 ms [2021-09-16 11:33:05 main:574] : INFO : Epoch 1643 | loss: 0.0309815 | val_loss: 0.0312602 | Time: 3005.49 ms [2021-09-16 11:33:08 main:574] : INFO : Epoch 1644 | loss: 0.0309862 | val_loss: 0.0312986 | Time: 3009.97 ms [2021-09-16 11:33:11 main:574] : INFO : Epoch 1645 | loss: 0.0309963 | val_loss: 0.0312676 | Time: 3002.99 ms [2021-09-16 11:33:15 main:574] : INFO : Epoch 1646 | loss: 0.0309879 | val_loss: 0.0312905 | Time: 3117.02 ms [2021-09-16 11:33:18 main:574] : INFO : Epoch 1647 | loss: 0.030981 | val_loss: 0.0312918 | Time: 3030.33 ms [2021-09-16 11:33:21 main:574] : INFO : Epoch 1648 | loss: 0.0309856 | val_loss: 0.0312826 | Time: 3337.42 ms [2021-09-16 11:33:24 main:574] : INFO : Epoch 1649 | loss: 0.030993 | val_loss: 0.0312829 | Time: 3125.48 ms [2021-09-16 11:33:27 main:574] : INFO : Epoch 1650 | loss: 0.0309897 | val_loss: 0.0312923 | Time: 3006.16 ms [2021-09-16 11:33:30 main:574] : INFO : Epoch 1651 | loss: 0.0309858 | val_loss: 0.0312833 | Time: 3013.86 ms [2021-09-16 11:33:33 main:574] : INFO : Epoch 1652 | loss: 0.0309821 | val_loss: 0.0312625 | Time: 2988.25 ms [2021-09-16 11:33:36 main:574] : INFO : Epoch 1653 | loss: 0.0309841 | val_loss: 0.0312919 | Time: 2993.9 ms [2021-09-16 11:33:39 main:574] : INFO : Epoch 1654 | loss: 0.0309875 | val_loss: 0.0312974 | Time: 2990.79 ms [2021-09-16 11:33:42 main:574] : INFO : Epoch 1655 | loss: 0.0309843 | val_loss: 0.0312936 | Time: 3003.6 ms [2021-09-16 11:33:45 main:574] : INFO : Epoch 1656 | loss: 0.0309768 | val_loss: 0.0312862 | Time: 2991.49 ms [2021-09-16 11:33:48 main:574] : INFO : Epoch 1657 | loss: 0.0309799 | val_loss: 0.0313024 | Time: 2998.66 ms [2021-09-16 11:33:51 main:574] : INFO : Epoch 1658 | loss: 0.0309836 | val_loss: 0.0312655 | Time: 3008.16 ms [2021-09-16 11:33:54 main:574] : INFO : Epoch 1659 | loss: 0.0309793 | val_loss: 0.0312911 | Time: 3001.21 ms [2021-09-16 11:33:57 main:574] : INFO : Epoch 1660 | loss: 0.0309861 | val_loss: 0.0312816 | Time: 3000.87 ms [2021-09-16 11:34:00 main:574] : INFO : Epoch 1661 | loss: 0.0309827 | val_loss: 0.0312756 | Time: 3015.18 ms [2021-09-16 11:34:03 main:574] : INFO : Epoch 1662 | loss: 0.0309797 | val_loss: 0.0312809 | Time: 3039.4 ms [2021-09-16 11:34:06 main:574] : INFO : Epoch 1663 | loss: 0.0309828 | val_loss: 0.0312847 | Time: 3127.55 ms [2021-09-16 11:34:09 main:574] : INFO : Epoch 1664 | loss: 0.0309853 | val_loss: 0.0312673 | Time: 3064.04 ms [2021-09-16 11:34:12 main:574] : INFO : Epoch 1665 | loss: 0.0309869 | val_loss: 0.031289 | Time: 3069.25 ms [2021-09-16 11:34:26 main:574] : INFO : Epoch 1666 | loss: 0.0309871 | val_loss: 0.0312823 | Time: 13072.9 ms [2021-09-16 11:34:29 main:574] : INFO : Epoch 1667 | loss: 0.0309794 | val_loss: 0.0312789 | Time: 3017.51 ms [2021-09-16 11:34:32 main:574] : INFO : Epoch 1668 | loss: 0.0309869 | val_loss: 0.0312449 | Time: 3000.41 ms [2021-09-16 11:34:35 main:574] : INFO : Epoch 1669 | loss: 0.0309944 | val_loss: 0.0313086 | Time: 2988.48 ms [2021-09-16 11:34:38 main:574] : INFO : Epoch 1670 | loss: 0.0309834 | val_loss: 0.0312682 | Time: 2991.78 ms [2021-09-16 11:34:41 main:574] : INFO : Epoch 1671 | loss: 0.0309945 | val_loss: 0.0312706 | Time: 2991.02 ms [2021-09-16 11:34:43 main:574] : INFO : Epoch 1672 | loss: 0.0309832 | val_loss: 0.0313066 | Time: 2987.14 ms [2021-09-16 11:34:46 main:574] : INFO : Epoch 1673 | loss: 0.0309798 | val_loss: 0.0312551 | Time: 2984.12 ms [2021-09-16 11:34:49 main:574] : INFO : Epoch 1674 | loss: 0.0309845 | val_loss: 0.0312825 | Time: 2990.15 ms [2021-09-16 11:34:52 main:574] : INFO : Epoch 1675 | loss: 0.0310013 | val_loss: 0.0312982 | Time: 2993.96 ms [2021-09-16 11:34:55 main:574] : INFO : Epoch 1676 | loss: 0.0309907 | val_loss: 0.0312908 | Time: 2983.42 ms [2021-09-16 11:34:58 main:574] : INFO : Epoch 1677 | loss: 0.0309894 | val_loss: 0.0313038 | Time: 2987.07 ms [2021-09-16 11:35:01 main:574] : INFO : Epoch 1678 | loss: 0.0309828 | val_loss: 0.0312731 | Time: 2993.14 ms [2021-09-16 11:35:04 main:574] : INFO : Epoch 1679 | loss: 0.0309845 | val_loss: 0.0312733 | Time: 2990.67 ms [2021-09-16 11:35:17 main:574] : INFO : Epoch 1680 | loss: 0.0309869 | val_loss: 0.0312848 | Time: 12862.7 ms [2021-09-16 11:35:20 main:574] : INFO : Epoch 1681 | loss: 0.0309868 | val_loss: 0.0312914 | Time: 3000.81 ms [2021-09-16 11:35:23 main:574] : INFO : Epoch 1682 | loss: 0.0309826 | val_loss: 0.0312785 | Time: 2991.84 ms [2021-09-16 11:35:26 main:574] : INFO : Epoch 1683 | loss: 0.0309828 | val_loss: 0.0313114 | Time: 2990.56 ms [2021-09-16 11:35:29 main:574] : INFO : Epoch 1684 | loss: 0.030977 | val_loss: 0.0312562 | Time: 2978.11 ms [2021-09-16 11:35:32 main:574] : INFO : Epoch 1685 | loss: 0.0309754 | val_loss: 0.0312956 | Time: 2987.4 ms [2021-09-16 11:35:35 main:574] : INFO : Epoch 1686 | loss: 0.0309831 | val_loss: 0.0312938 | Time: 2992.65 ms [2021-09-16 11:35:38 main:574] : INFO : Epoch 1687 | loss: 0.0309843 | val_loss: 0.0312726 | Time: 2988 ms [2021-09-16 11:35:41 main:574] : INFO : Epoch 1688 | loss: 0.0309917 | val_loss: 0.0312658 | Time: 2989.76 ms [2021-09-16 11:35:44 main:574] : INFO : Epoch 1689 | loss: 0.0309792 | val_loss: 0.0312861 | Time: 2993.98 ms [2021-09-16 11:35:47 main:574] : INFO : Epoch 1690 | loss: 0.0309857 | val_loss: 0.0312768 | Time: 2987.42 ms [2021-09-16 11:35:50 main:574] : INFO : Epoch 1691 | loss: 0.030987 | val_loss: 0.0312625 | Time: 2993.43 ms [2021-09-16 11:35:53 main:574] : INFO : Epoch 1692 | loss: 0.030988 | val_loss: 0.0312628 | Time: 2988.28 ms [2021-09-16 11:35:56 main:574] : INFO : Epoch 1693 | loss: 0.0309952 | val_loss: 0.0312718 | Time: 2995.3 ms [2021-09-16 11:35:59 main:574] : INFO : Epoch 1694 | loss: 0.0309852 | val_loss: 0.0313007 | Time: 2993.81 ms [2021-09-16 11:36:02 main:574] : INFO : Epoch 1695 | loss: 0.0309771 | val_loss: 0.031282 | Time: 3000.43 ms [2021-09-16 11:36:05 main:574] : INFO : Epoch 1696 | loss: 0.0309868 | val_loss: 0.0312672 | Time: 2984.02 ms [2021-09-16 11:36:08 main:574] : INFO : Epoch 1697 | loss: 0.0309818 | val_loss: 0.0312819 | Time: 2989.16 ms [2021-09-16 11:36:11 main:574] : INFO : Epoch 1698 | loss: 0.0309827 | val_loss: 0.0313152 | Time: 2989.53 ms [2021-09-16 11:36:14 main:574] : INFO : Epoch 1699 | loss: 0.0309878 | val_loss: 0.0312868 | Time: 2991.28 ms [2021-09-16 11:36:17 main:574] : INFO : Epoch 1700 | loss: 0.0309831 | val_loss: 0.0312943 | Time: 2991.54 ms [2021-09-16 11:36:20 main:574] : INFO : Epoch 1701 | loss: 0.0309879 | val_loss: 0.0312763 | Time: 2999.21 ms [2021-09-16 11:36:23 main:574] : INFO : Epoch 1702 | loss: 0.0309875 | val_loss: 0.0312897 | Time: 2996.18 ms [2021-09-16 11:36:26 main:574] : INFO : Epoch 1703 | loss: 0.0309817 | val_loss: 0.0312597 | Time: 2995.2 ms [2021-09-16 11:36:29 main:574] : INFO : Epoch 1704 | loss: 0.0309786 | val_loss: 0.031274 | Time: 2988.6 ms [2021-09-16 11:36:32 main:574] : INFO : Epoch 1705 | loss: 0.0309736 | val_loss: 0.0312759 | Time: 2989.11 ms [2021-09-16 11:36:35 main:574] : INFO : Epoch 1706 | loss: 0.0309916 | val_loss: 0.0312918 | Time: 2992.47 ms [2021-09-16 11:36:38 main:574] : INFO : Epoch 1707 | loss: 0.0309913 | val_loss: 0.031271 | Time: 2992.34 ms [2021-09-16 11:36:41 main:574] : INFO : Epoch 1708 | loss: 0.030995 | val_loss: 0.0312966 | Time: 2988.81 ms [2021-09-16 11:36:44 main:574] : INFO : Epoch 1709 | loss: 0.0309929 | val_loss: 0.0312655 | Time: 2988.56 ms [2021-09-16 11:36:47 main:574] : INFO : Epoch 1710 | loss: 0.0309875 | val_loss: 0.0312767 | Time: 2991.36 ms [2021-09-16 11:36:50 main:574] : INFO : Epoch 1711 | loss: 0.0309797 | val_loss: 0.0313109 | Time: 2986.25 ms [2021-09-16 11:36:53 main:574] : INFO : Epoch 1712 | loss: 0.0309837 | val_loss: 0.0312591 | Time: 2986.31 ms [2021-09-16 11:36:56 main:574] : INFO : Epoch 1713 | loss: 0.0309773 | val_loss: 0.0312837 | Time: 2988.89 ms [2021-09-16 11:36:59 main:574] : INFO : Epoch 1714 | loss: 0.0309783 | val_loss: 0.0312889 | Time: 2991.25 ms [2021-09-16 11:37:02 main:574] : INFO : Epoch 1715 | loss: 0.0309781 | val_loss: 0.0312941 | Time: 2995.26 ms [2021-09-16 11:37:05 main:574] : INFO : Epoch 1716 | loss: 0.0309815 | val_loss: 0.0312598 | Time: 2987.08 ms [2021-09-16 11:37:08 main:574] : INFO : Epoch 1717 | loss: 0.0309877 | val_loss: 0.0312972 | Time: 3001.42 ms [2021-09-16 11:37:11 main:574] : INFO : Epoch 1718 | loss: 0.0309904 | val_loss: 0.0312617 | Time: 2998.81 ms [2021-09-16 11:37:14 main:574] : INFO : Epoch 1719 | loss: 0.030987 | val_loss: 0.0313127 | Time: 2999.45 ms [2021-09-16 11:37:17 main:574] : INFO : Epoch 1720 | loss: 0.0309854 | val_loss: 0.0312892 | Time: 3008.33 ms [2021-09-16 11:37:20 main:574] : INFO : Epoch 1721 | loss: 0.0309772 | val_loss: 0.0312639 | Time: 3023.17 ms [2021-09-16 11:37:23 main:574] : INFO : Epoch 1722 | loss: 0.030978 | val_loss: 0.0312936 | Time: 3020.84 ms [2021-09-16 11:37:26 main:574] : INFO : Epoch 1723 | loss: 0.0309778 | val_loss: 0.0312765 | Time: 3000.01 ms [2021-09-16 11:37:29 main:574] : INFO : Epoch 1724 | loss: 0.0309863 | val_loss: 0.0312726 | Time: 3013.96 ms [2021-09-16 11:37:32 main:574] : INFO : Epoch 1725 | loss: 0.0309882 | val_loss: 0.0312524 | Time: 3023.77 ms [2021-09-16 11:37:35 main:574] : INFO : Epoch 1726 | loss: 0.0309899 | val_loss: 0.0312586 | Time: 3009.11 ms [2021-09-16 11:37:38 main:574] : INFO : Epoch 1727 | loss: 0.0309862 | val_loss: 0.0312563 | Time: 2998.95 ms [2021-09-16 11:37:41 main:574] : INFO : Epoch 1728 | loss: 0.0309811 | val_loss: 0.0312862 | Time: 2997.63 ms [2021-09-16 11:37:44 main:574] : INFO : Epoch 1729 | loss: 0.0309805 | val_loss: 0.0313021 | Time: 3001.91 ms [2021-09-16 11:37:47 main:574] : INFO : Epoch 1730 | loss: 0.0309871 | val_loss: 0.0312666 | Time: 2993.25 ms [2021-09-16 11:37:50 main:574] : INFO : Epoch 1731 | loss: 0.0309811 | val_loss: 0.031274 | Time: 2996.36 ms [2021-09-16 11:37:53 main:574] : INFO : Epoch 1732 | loss: 0.0309818 | val_loss: 0.0312728 | Time: 2991.98 ms [2021-09-16 11:37:56 main:574] : INFO : Epoch 1733 | loss: 0.030979 | val_loss: 0.0312794 | Time: 2993.41 ms [2021-09-16 11:37:59 main:574] : INFO : Epoch 1734 | loss: 0.0309802 | val_loss: 0.0312695 | Time: 2994.65 ms [2021-09-16 11:38:02 main:574] : INFO : Epoch 1735 | loss: 0.0309872 | val_loss: 0.0312923 | Time: 3003.28 ms [2021-09-16 11:38:05 main:574] : INFO : Epoch 1736 | loss: 0.0309806 | val_loss: 0.0312907 | Time: 2985.92 ms [2021-09-16 11:38:18 main:574] : INFO : Epoch 1737 | loss: 0.0309809 | val_loss: 0.03128 | Time: 13131.5 ms [2021-09-16 11:38:21 main:574] : INFO : Epoch 1738 | loss: 0.0309771 | val_loss: 0.0312593 | Time: 3022.11 ms [2021-09-16 11:38:24 main:574] : INFO : Epoch 1739 | loss: 0.0309871 | val_loss: 0.0312777 | Time: 3025.28 ms [2021-09-16 11:38:27 main:574] : INFO : Epoch 1740 | loss: 0.0309833 | val_loss: 0.0312692 | Time: 3052.71 ms [2021-09-16 11:38:31 main:574] : INFO : Epoch 1741 | loss: 0.0309807 | val_loss: 0.0312881 | Time: 3082.46 ms [2021-09-16 11:38:34 main:574] : INFO : Epoch 1742 | loss: 0.030987 | val_loss: 0.0312694 | Time: 3075.56 ms [2021-09-16 11:38:37 main:574] : INFO : Epoch 1743 | loss: 0.0309954 | val_loss: 0.0312528 | Time: 3047.68 ms [2021-09-16 11:38:40 main:574] : INFO : Epoch 1744 | loss: 0.0309768 | val_loss: 0.0312915 | Time: 3021.32 ms [2021-09-16 11:38:43 main:574] : INFO : Epoch 1745 | loss: 0.0309725 | val_loss: 0.0313154 | Time: 3036.65 ms [2021-09-16 11:38:46 main:574] : INFO : Epoch 1746 | loss: 0.0309815 | val_loss: 0.0313025 | Time: 3030.27 ms [2021-09-16 11:38:50 main:574] : INFO : Epoch 1747 | loss: 0.0309825 | val_loss: 0.0312809 | Time: 3762.22 ms [2021-09-16 11:38:53 main:574] : INFO : Epoch 1748 | loss: 0.0309805 | val_loss: 0.0312714 | Time: 3297.31 ms [2021-09-16 11:38:56 main:574] : INFO : Epoch 1749 | loss: 0.0309779 | val_loss: 0.0312733 | Time: 3057.09 ms [2021-09-16 11:38:59 main:574] : INFO : Epoch 1750 | loss: 0.0309761 | val_loss: 0.0312914 | Time: 3049.62 ms [2021-09-16 11:39:02 main:574] : INFO : Epoch 1751 | loss: 0.030981 | val_loss: 0.0312654 | Time: 3038.87 ms [2021-09-16 11:39:05 main:574] : INFO : Epoch 1752 | loss: 0.0309836 | val_loss: 0.0312741 | Time: 3037.08 ms [2021-09-16 11:39:18 main:574] : INFO : Epoch 1753 | loss: 0.0309853 | val_loss: 0.0312882 | Time: 13007 ms [2021-09-16 11:39:21 main:574] : INFO : Epoch 1754 | loss: 0.0309793 | val_loss: 0.0312877 | Time: 3063.9 ms [2021-09-16 11:39:24 main:574] : INFO : Epoch 1755 | loss: 0.0309838 | val_loss: 0.031282 | Time: 3025.29 ms [2021-09-16 11:39:27 main:574] : INFO : Epoch 1756 | loss: 0.0309798 | val_loss: 0.0312788 | Time: 3037.07 ms [2021-09-16 11:39:30 main:574] : INFO : Epoch 1757 | loss: 0.0309883 | val_loss: 0.0312731 | Time: 3037.88 ms [2021-09-16 11:39:33 main:574] : INFO : Epoch 1758 | loss: 0.0309874 | val_loss: 0.0312697 | Time: 3035.83 ms [2021-09-16 11:39:37 main:574] : INFO : Epoch 1759 | loss: 0.0309839 | val_loss: 0.0313 | Time: 3023.63 ms [2021-09-16 11:39:40 main:574] : INFO : Epoch 1760 | loss: 0.0309776 | val_loss: 0.0312765 | Time: 3020.71 ms [2021-09-16 11:39:43 main:574] : INFO : Epoch 1761 | loss: 0.030986 | val_loss: 0.0312621 | Time: 3022.19 ms [2021-09-16 11:39:46 main:574] : INFO : Epoch 1762 | loss: 0.0309881 | val_loss: 0.0312582 | Time: 3024.59 ms [2021-09-16 11:39:49 main:574] : INFO : Epoch 1763 | loss: 0.0309821 | val_loss: 0.0312642 | Time: 3019.57 ms [2021-09-16 11:39:52 main:574] : INFO : Epoch 1764 | loss: 0.0309821 | val_loss: 0.0312922 | Time: 3023.29 ms [2021-09-16 11:39:55 main:574] : INFO : Epoch 1765 | loss: 0.0309834 | val_loss: 0.0312785 | Time: 3019.07 ms [2021-09-16 11:39:58 main:574] : INFO : Epoch 1766 | loss: 0.0309796 | val_loss: 0.0312861 | Time: 3023.14 ms [2021-09-16 11:40:01 main:574] : INFO : Epoch 1767 | loss: 0.0309865 | val_loss: 0.0312491 | Time: 3020.39 ms [2021-09-16 11:40:04 main:574] : INFO : Epoch 1768 | loss: 0.0309927 | val_loss: 0.03129 | Time: 3020.88 ms [2021-09-16 11:40:07 main:574] : INFO : Epoch 1769 | loss: 0.0309884 | val_loss: 0.0312724 | Time: 3019.04 ms [2021-09-16 11:40:10 main:574] : INFO : Epoch 1770 | loss: 0.0310461 | val_loss: 0.0311945 | Time: 3018.17 ms [2021-09-16 11:40:13 main:574] : INFO : Epoch 1771 | loss: 0.0311081 | val_loss: 0.0312312 | Time: 3017.63 ms [2021-09-16 11:40:16 main:574] : INFO : Epoch 1772 | loss: 0.0310589 | val_loss: 0.0312456 | Time: 3017.6 ms [2021-09-16 11:40:19 main:574] : INFO : Epoch 1773 | loss: 0.0310224 | val_loss: 0.0312512 | Time: 3038.64 ms [2021-09-16 11:40:22 main:574] : INFO : Epoch 1774 | loss: 0.031003 | val_loss: 0.0312539 | Time: 3036.05 ms [2021-09-16 11:40:25 main:574] : INFO : Epoch 1775 | loss: 0.0310015 | val_loss: 0.0312693 | Time: 3041.83 ms [2021-09-16 11:40:28 main:574] : INFO : Epoch 1776 | loss: 0.0309948 | val_loss: 0.0312474 | Time: 3038.66 ms [2021-09-16 11:40:31 main:574] : INFO : Epoch 1777 | loss: 0.030991 | val_loss: 0.0312739 | Time: 3039.47 ms [2021-09-16 11:40:34 main:574] : INFO : Epoch 1778 | loss: 0.0309778 | val_loss: 0.0312602 | Time: 3026.31 ms [2021-09-16 11:40:37 main:574] : INFO : Epoch 1779 | loss: 0.0309842 | val_loss: 0.0312605 | Time: 3025.6 ms [2021-09-16 11:40:40 main:574] : INFO : Epoch 1780 | loss: 0.0309758 | val_loss: 0.0312548 | Time: 3027.76 ms [2021-09-16 11:40:43 main:574] : INFO : Epoch 1781 | loss: 0.0309855 | val_loss: 0.0313076 | Time: 3049.11 ms [2021-09-16 11:40:46 main:574] : INFO : Epoch 1782 | loss: 0.0309829 | val_loss: 0.0312896 | Time: 3039.88 ms [2021-09-16 11:40:49 main:574] : INFO : Epoch 1783 | loss: 0.0309861 | val_loss: 0.03126 | Time: 3024.51 ms [2021-09-16 11:40:52 main:574] : INFO : Epoch 1784 | loss: 0.0309884 | val_loss: 0.0312809 | Time: 3027.03 ms [2021-09-16 11:40:55 main:574] : INFO : Epoch 1785 | loss: 0.0309866 | val_loss: 0.0312874 | Time: 3029.13 ms [2021-09-16 11:40:58 main:574] : INFO : Epoch 1786 | loss: 0.0309801 | val_loss: 0.0312555 | Time: 3030.71 ms [2021-09-16 11:41:01 main:574] : INFO : Epoch 1787 | loss: 0.0309854 | val_loss: 0.0312873 | Time: 3047.52 ms [2021-09-16 11:41:04 main:574] : INFO : Epoch 1788 | loss: 0.0309873 | val_loss: 0.0312504 | Time: 3027.88 ms [2021-09-16 11:41:17 main:574] : INFO : Epoch 1789 | loss: 0.0309902 | val_loss: 0.0312621 | Time: 13013 ms [2021-09-16 11:41:20 main:574] : INFO : Epoch 1790 | loss: 0.0309856 | val_loss: 0.0312772 | Time: 3039.23 ms [2021-09-16 11:41:24 main:574] : INFO : Epoch 1791 | loss: 0.030997 | val_loss: 0.0312834 | Time: 3029.79 ms [2021-09-16 11:41:27 main:574] : INFO : Epoch 1792 | loss: 0.0309857 | val_loss: 0.0312879 | Time: 3069.08 ms [2021-09-16 11:41:30 main:574] : INFO : Epoch 1793 | loss: 0.0310044 | val_loss: 0.0312596 | Time: 3045.77 ms [2021-09-16 11:41:33 main:574] : INFO : Epoch 1794 | loss: 0.0309973 | val_loss: 0.0312761 | Time: 3045.27 ms [2021-09-16 11:41:36 main:574] : INFO : Epoch 1795 | loss: 0.0309903 | val_loss: 0.0312798 | Time: 3035.82 ms [2021-09-16 11:41:39 main:574] : INFO : Epoch 1796 | loss: 0.0309734 | val_loss: 0.0312857 | Time: 3022.79 ms [2021-09-16 11:41:42 main:574] : INFO : Epoch 1797 | loss: 0.0309873 | val_loss: 0.0312694 | Time: 3036.08 ms [2021-09-16 11:41:45 main:574] : INFO : Epoch 1798 | loss: 0.031005 | val_loss: 0.0312681 | Time: 3055.55 ms [2021-09-16 11:41:48 main:574] : INFO : Epoch 1799 | loss: 0.0309878 | val_loss: 0.0312755 | Time: 3026.32 ms [2021-09-16 11:41:51 main:574] : INFO : Epoch 1800 | loss: 0.0309833 | val_loss: 0.0312575 | Time: 3034.63 ms [2021-09-16 11:41:54 main:574] : INFO : Epoch 1801 | loss: 0.0309909 | val_loss: 0.0312786 | Time: 3071.4 ms [2021-09-16 11:41:57 main:574] : INFO : Epoch 1802 | loss: 0.0309973 | val_loss: 0.0312446 | Time: 3034.56 ms [2021-09-16 11:42:00 main:574] : INFO : Epoch 1803 | loss: 0.0309938 | val_loss: 0.0312621 | Time: 3036.81 ms [2021-09-16 11:42:03 main:574] : INFO : Epoch 1804 | loss: 0.030988 | val_loss: 0.0312867 | Time: 3030.08 ms [2021-09-16 11:42:06 main:574] : INFO : Epoch 1805 | loss: 0.0309842 | val_loss: 0.0312683 | Time: 3024.31 ms [2021-09-16 11:42:09 main:574] : INFO : Epoch 1806 | loss: 0.0309847 | val_loss: 0.0312645 | Time: 3028.02 ms [2021-09-16 11:42:12 main:574] : INFO : Epoch 1807 | loss: 0.0310001 | val_loss: 0.0312724 | Time: 3032.93 ms [2021-09-16 11:42:15 main:574] : INFO : Epoch 1808 | loss: 0.03099 | val_loss: 0.0312887 | Time: 3026.24 ms [2021-09-16 11:42:18 main:574] : INFO : Epoch 1809 | loss: 0.0309818 | val_loss: 0.0312888 | Time: 3028.6 ms [2021-09-16 11:42:21 main:574] : INFO : Epoch 1810 | loss: 0.0309789 | val_loss: 0.0312758 | Time: 3041.27 ms [2021-09-16 11:42:24 main:574] : INFO : Epoch 1811 | loss: 0.0309841 | val_loss: 0.0312607 | Time: 3026.2 ms [2021-09-16 11:42:27 main:574] : INFO : Epoch 1812 | loss: 0.0309819 | val_loss: 0.031243 | Time: 3029.17 ms [2021-09-16 11:42:30 main:574] : INFO : Epoch 1813 | loss: 0.030994 | val_loss: 0.0312583 | Time: 3018.71 ms [2021-09-16 11:42:33 main:574] : INFO : Epoch 1814 | loss: 0.0309871 | val_loss: 0.0312721 | Time: 3023.22 ms [2021-09-16 11:42:36 main:574] : INFO : Epoch 1815 | loss: 0.0309806 | val_loss: 0.0312661 | Time: 3013.75 ms [2021-09-16 11:42:39 main:574] : INFO : Epoch 1816 | loss: 0.030983 | val_loss: 0.0313023 | Time: 3024.58 ms [2021-09-16 11:42:43 main:574] : INFO : Epoch 1817 | loss: 0.0309878 | val_loss: 0.0312768 | Time: 3031.88 ms [2021-09-16 11:42:46 main:574] : INFO : Epoch 1818 | loss: 0.0309878 | val_loss: 0.0312614 | Time: 3027.18 ms [2021-09-16 11:42:49 main:574] : INFO : Epoch 1819 | loss: 0.030985 | val_loss: 0.0312723 | Time: 3027.25 ms [2021-09-16 11:42:52 main:574] : INFO : Epoch 1820 | loss: 0.0309901 | val_loss: 0.0312857 | Time: 3045.18 ms [2021-09-16 11:42:55 main:574] : INFO : Epoch 1821 | loss: 0.0309849 | val_loss: 0.0312753 | Time: 3024.6 ms [2021-09-16 11:42:58 main:574] : INFO : Epoch 1822 | loss: 0.0309862 | val_loss: 0.0312872 | Time: 3028.61 ms [2021-09-16 11:43:01 main:574] : INFO : Epoch 1823 | loss: 0.0309903 | val_loss: 0.0312634 | Time: 3032.55 ms [2021-09-16 11:43:04 main:574] : INFO : Epoch 1824 | loss: 0.0309863 | val_loss: 0.0312846 | Time: 3036.09 ms [2021-09-16 11:43:07 main:574] : INFO : Epoch 1825 | loss: 0.0309901 | val_loss: 0.031274 | Time: 3026.18 ms [2021-09-16 11:43:10 main:574] : INFO : Epoch 1826 | loss: 0.0309798 | val_loss: 0.0312893 | Time: 3022.19 ms [2021-09-16 11:43:13 main:574] : INFO : Epoch 1827 | loss: 0.0309834 | val_loss: 0.0312605 | Time: 3037.22 ms [2021-09-16 11:43:16 main:574] : INFO : Epoch 1828 | loss: 0.0309776 | val_loss: 0.0312781 | Time: 3024.86 ms [2021-09-16 11:43:19 main:574] : INFO : Epoch 1829 | loss: 0.0309864 | val_loss: 0.0312684 | Time: 3034.44 ms [2021-09-16 11:43:22 main:574] : INFO : Epoch 1830 | loss: 0.0309905 | val_loss: 0.0313091 | Time: 3038.96 ms [2021-09-16 11:43:25 main:574] : INFO : Epoch 1831 | loss: 0.0309822 | val_loss: 0.0312826 | Time: 3034.34 ms [2021-09-16 11:43:28 main:574] : INFO : Epoch 1832 | loss: 0.0309814 | val_loss: 0.0312609 | Time: 3035.13 ms [2021-09-16 11:43:31 main:574] : INFO : Epoch 1833 | loss: 0.0309824 | val_loss: 0.0312825 | Time: 3025.92 ms [2021-09-16 11:43:34 main:574] : INFO : Epoch 1834 | loss: 0.0309799 | val_loss: 0.0313027 | Time: 3052.71 ms [2021-09-16 11:43:37 main:574] : INFO : Epoch 1835 | loss: 0.0309836 | val_loss: 0.0312621 | Time: 3052.56 ms [2021-09-16 11:43:40 main:574] : INFO : Epoch 1836 | loss: 0.0309972 | val_loss: 0.0312695 | Time: 3039.89 ms [2021-09-16 11:43:43 main:574] : INFO : Epoch 1837 | loss: 0.0309889 | val_loss: 0.0312836 | Time: 3107.27 ms [2021-09-16 11:43:46 main:574] : INFO : Epoch 1838 | loss: 0.0309848 | val_loss: 0.031271 | Time: 3045.4 ms [2021-09-16 11:43:49 main:574] : INFO : Epoch 1839 | loss: 0.0309893 | val_loss: 0.0312849 | Time: 3022.12 ms [2021-09-16 11:43:52 main:574] : INFO : Epoch 1840 | loss: 0.0309827 | val_loss: 0.0312679 | Time: 3025.66 ms [2021-09-16 11:43:56 main:574] : INFO : Epoch 1841 | loss: 0.0309867 | val_loss: 0.0312872 | Time: 3071.92 ms [2021-09-16 11:43:59 main:574] : INFO : Epoch 1842 | loss: 0.0309816 | val_loss: 0.0313061 | Time: 3040.68 ms [2021-09-16 11:44:02 main:574] : INFO : Epoch 1843 | loss: 0.0309768 | val_loss: 0.0312823 | Time: 3028.74 ms [2021-09-16 11:44:05 main:574] : INFO : Epoch 1844 | loss: 0.0309803 | val_loss: 0.0312947 | Time: 3033.88 ms [2021-09-16 11:44:08 main:574] : INFO : Epoch 1845 | loss: 0.0309902 | val_loss: 0.031262 | Time: 3035.41 ms [2021-09-16 11:44:11 main:574] : INFO : Epoch 1846 | loss: 0.0309826 | val_loss: 0.0312767 | Time: 3042.37 ms [2021-09-16 11:44:14 main:574] : INFO : Epoch 1847 | loss: 0.0309801 | val_loss: 0.0312758 | Time: 3023.68 ms [2021-09-16 11:44:17 main:574] : INFO : Epoch 1848 | loss: 0.0309718 | val_loss: 0.0312983 | Time: 3028.29 ms [2021-09-16 11:44:20 main:574] : INFO : Epoch 1849 | loss: 0.030977 | val_loss: 0.0313053 | Time: 3026.19 ms [2021-09-16 11:44:23 main:574] : INFO : Epoch 1850 | loss: 0.0309854 | val_loss: 0.0312753 | Time: 3099.05 ms [2021-09-16 11:44:26 main:574] : INFO : Epoch 1851 | loss: 0.0310176 | val_loss: 0.0312705 | Time: 3025.31 ms [2021-09-16 11:44:29 main:574] : INFO : Epoch 1852 | loss: 0.0309963 | val_loss: 0.0312655 | Time: 3033.34 ms [2021-09-16 11:44:32 main:574] : INFO : Epoch 1853 | loss: 0.0309943 | val_loss: 0.0312756 | Time: 3035.8 ms [2021-09-16 11:44:35 main:574] : INFO : Epoch 1854 | loss: 0.0309866 | val_loss: 0.0312808 | Time: 3035.9 ms [2021-09-16 11:44:38 main:574] : INFO : Epoch 1855 | loss: 0.0309788 | val_loss: 0.0312515 | Time: 3043.03 ms [2021-09-16 11:44:41 main:574] : INFO : Epoch 1856 | loss: 0.0309873 | val_loss: 0.0312705 | Time: 3028.39 ms [2021-09-16 11:44:44 main:574] : INFO : Epoch 1857 | loss: 0.0309899 | val_loss: 0.0312633 | Time: 3023.73 ms [2021-09-16 11:44:47 main:574] : INFO : Epoch 1858 | loss: 0.0310037 | val_loss: 0.0313164 | Time: 3043.21 ms [2021-09-16 11:44:50 main:574] : INFO : Epoch 1859 | loss: 0.0309839 | val_loss: 0.0312764 | Time: 3042.21 ms [2021-09-16 11:44:53 main:574] : INFO : Epoch 1860 | loss: 0.0309799 | val_loss: 0.0312558 | Time: 3035.3 ms [2021-09-16 11:44:56 main:574] : INFO : Epoch 1861 | loss: 0.031001 | val_loss: 0.0312641 | Time: 3025.55 ms [2021-09-16 11:44:59 main:574] : INFO : Epoch 1862 | loss: 0.0309907 | val_loss: 0.0312567 | Time: 3031.5 ms [2021-09-16 11:45:02 main:574] : INFO : Epoch 1863 | loss: 0.0309863 | val_loss: 0.0312763 | Time: 3020.49 ms [2021-09-16 11:45:05 main:574] : INFO : Epoch 1864 | loss: 0.0309765 | val_loss: 0.0313088 | Time: 3026.35 ms [2021-09-16 11:45:08 main:574] : INFO : Epoch 1865 | loss: 0.0309777 | val_loss: 0.031277 | Time: 3068.47 ms [2021-09-16 11:45:12 main:574] : INFO : Epoch 1866 | loss: 0.0309846 | val_loss: 0.0312813 | Time: 3033.67 ms [2021-09-16 11:45:15 main:574] : INFO : Epoch 1867 | loss: 0.0309865 | val_loss: 0.031286 | Time: 3069.36 ms [2021-09-16 11:45:18 main:574] : INFO : Epoch 1868 | loss: 0.0309887 | val_loss: 0.0312718 | Time: 3035.23 ms [2021-09-16 11:45:21 main:574] : INFO : Epoch 1869 | loss: 0.0309847 | val_loss: 0.0313075 | Time: 3030.95 ms [2021-09-16 11:45:24 main:574] : INFO : Epoch 1870 | loss: 0.0309844 | val_loss: 0.0312615 | Time: 3040.48 ms [2021-09-16 11:45:27 main:574] : INFO : Epoch 1871 | loss: 0.0309828 | val_loss: 0.031283 | Time: 3046.36 ms [2021-09-16 11:45:30 main:574] : INFO : Epoch 1872 | loss: 0.0309715 | val_loss: 0.0312841 | Time: 3033.77 ms [2021-09-16 11:45:33 main:574] : INFO : Epoch 1873 | loss: 0.0309832 | val_loss: 0.0312558 | Time: 3030.27 ms [2021-09-16 11:45:36 main:574] : INFO : Epoch 1874 | loss: 0.0309872 | val_loss: 0.0312925 | Time: 3024.56 ms [2021-09-16 11:45:39 main:574] : INFO : Epoch 1875 | loss: 0.0309773 | val_loss: 0.031264 | Time: 3021.26 ms [2021-09-16 11:45:42 main:574] : INFO : Epoch 1876 | loss: 0.0309855 | val_loss: 0.0312991 | Time: 3029.66 ms [2021-09-16 11:45:45 main:574] : INFO : Epoch 1877 | loss: 0.0309839 | val_loss: 0.0312991 | Time: 3027.79 ms [2021-09-16 11:45:48 main:574] : INFO : Epoch 1878 | loss: 0.0309823 | val_loss: 0.0312719 | Time: 3029.24 ms [2021-09-16 11:45:51 main:574] : INFO : Epoch 1879 | loss: 0.0309858 | val_loss: 0.0312712 | Time: 3028.64 ms [2021-09-16 11:45:54 main:574] : INFO : Epoch 1880 | loss: 0.0309858 | val_loss: 0.0312711 | Time: 3038.48 ms [2021-09-16 11:45:57 main:574] : INFO : Epoch 1881 | loss: 0.0309813 | val_loss: 0.0313059 | Time: 3026.44 ms [2021-09-16 11:46:00 main:574] : INFO : Epoch 1882 | loss: 0.0309816 | val_loss: 0.0312606 | Time: 3041.46 ms [2021-09-16 11:46:03 main:574] : INFO : Epoch 1883 | loss: 0.0309878 | val_loss: 0.0312988 | Time: 3036.71 ms [2021-09-16 11:46:06 main:574] : INFO : Epoch 1884 | loss: 0.0309809 | val_loss: 0.0312536 | Time: 3023.44 ms [2021-09-16 11:46:19 main:574] : INFO : Epoch 1885 | loss: 0.0309878 | val_loss: 0.0312652 | Time: 12923.1 ms [2021-09-16 11:46:22 main:574] : INFO : Epoch 1886 | loss: 0.0309875 | val_loss: 0.0312681 | Time: 3034.68 ms [2021-09-16 11:46:25 main:574] : INFO : Epoch 1887 | loss: 0.0309809 | val_loss: 0.0312937 | Time: 3028.75 ms [2021-09-16 11:46:28 main:574] : INFO : Epoch 1888 | loss: 0.0309832 | val_loss: 0.0313087 | Time: 3027.58 ms [2021-09-16 11:46:31 main:574] : INFO : Epoch 1889 | loss: 0.0309754 | val_loss: 0.0313008 | Time: 3030.14 ms [2021-09-16 11:46:34 main:574] : INFO : Epoch 1890 | loss: 0.0309832 | val_loss: 0.0312934 | Time: 3027.78 ms [2021-09-16 11:46:37 main:574] : INFO : Epoch 1891 | loss: 0.0309891 | val_loss: 0.0312616 | Time: 3020.5 ms [2021-09-16 11:46:40 main:574] : INFO : Epoch 1892 | loss: 0.030994 | val_loss: 0.0312921 | Time: 3024.3 ms [2021-09-16 11:46:43 main:574] : INFO : Epoch 1893 | loss: 0.0309905 | val_loss: 0.0312872 | Time: 3030.12 ms [2021-09-16 11:46:46 main:574] : INFO : Epoch 1894 | loss: 0.0309813 | val_loss: 0.0312727 | Time: 3062.72 ms [2021-09-16 11:46:49 main:574] : INFO : Epoch 1895 | loss: 0.0309793 | val_loss: 0.0313063 | Time: 3025.97 ms [2021-09-16 11:46:53 main:574] : INFO : Epoch 1896 | loss: 0.0309846 | val_loss: 0.0312673 | Time: 3031.7 ms [2021-09-16 11:46:56 main:574] : INFO : Epoch 1897 | loss: 0.0309827 | val_loss: 0.0312793 | Time: 3028.54 ms [2021-09-16 11:46:59 main:574] : INFO : Epoch 1898 | loss: 0.0309776 | val_loss: 0.0312754 | Time: 3023.93 ms [2021-09-16 11:47:02 main:574] : INFO : Epoch 1899 | loss: 0.0309849 | val_loss: 0.0312704 | Time: 3041.05 ms [2021-09-16 11:47:05 main:574] : INFO : Epoch 1900 | loss: 0.0309828 | val_loss: 0.0312804 | Time: 3053.65 ms [2021-09-16 11:47:08 main:574] : INFO : Epoch 1901 | loss: 0.0309838 | val_loss: 0.0312679 | Time: 3046.65 ms [2021-09-16 11:47:11 main:574] : INFO : Epoch 1902 | loss: 0.0309924 | val_loss: 0.0312576 | Time: 3053.33 ms [2021-09-16 11:47:14 main:574] : INFO : Epoch 1903 | loss: 0.0309869 | val_loss: 0.0313124 | Time: 3101.44 ms [2021-09-16 11:47:17 main:574] : INFO : Epoch 1904 | loss: 0.0309746 | val_loss: 0.0312894 | Time: 3057.74 ms [2021-09-16 11:47:20 main:574] : INFO : Epoch 1905 | loss: 0.0309754 | val_loss: 0.0312761 | Time: 3048.81 ms [2021-09-16 11:47:23 main:574] : INFO : Epoch 1906 | loss: 0.0309848 | val_loss: 0.0312524 | Time: 3052.51 ms [2021-09-16 11:47:26 main:574] : INFO : Epoch 1907 | loss: 0.030985 | val_loss: 0.0312719 | Time: 3031.37 ms [2021-09-16 11:47:29 main:574] : INFO : Epoch 1908 | loss: 0.0309883 | val_loss: 0.0313203 | Time: 3034.17 ms [2021-09-16 11:47:32 main:574] : INFO : Epoch 1909 | loss: 0.0309851 | val_loss: 0.0312759 | Time: 3032.49 ms [2021-09-16 11:47:35 main:574] : INFO : Epoch 1910 | loss: 0.0309934 | val_loss: 0.0312921 | Time: 3035.94 ms [2021-09-16 11:47:38 main:574] : INFO : Epoch 1911 | loss: 0.0309964 | val_loss: 0.0312783 | Time: 3030.63 ms [2021-09-16 11:47:41 main:574] : INFO : Epoch 1912 | loss: 0.0309918 | val_loss: 0.0312931 | Time: 3032.51 ms [2021-09-16 11:47:44 main:574] : INFO : Epoch 1913 | loss: 0.0309846 | val_loss: 0.0312861 | Time: 3033.65 ms [2021-09-16 11:47:47 main:574] : INFO : Epoch 1914 | loss: 0.0309827 | val_loss: 0.03128 | Time: 3032.45 ms [2021-09-16 11:47:50 main:574] : INFO : Epoch 1915 | loss: 0.0309823 | val_loss: 0.0312771 | Time: 3033.04 ms [2021-09-16 11:47:53 main:574] : INFO : Epoch 1916 | loss: 0.0309795 | val_loss: 0.0312589 | Time: 3038.28 ms [2021-09-16 11:47:56 main:574] : INFO : Epoch 1917 | loss: 0.0309857 | val_loss: 0.0312735 | Time: 3022.85 ms [2021-09-16 11:47:59 main:574] : INFO : Epoch 1918 | loss: 0.0309792 | val_loss: 0.0312639 | Time: 3029.85 ms [2021-09-16 11:48:03 main:574] : INFO : Epoch 1919 | loss: 0.0309831 | val_loss: 0.0312915 | Time: 3030.03 ms [2021-09-16 11:48:06 main:574] : INFO : Epoch 1920 | loss: 0.0309763 | val_loss: 0.0312698 | Time: 3037.02 ms [2021-09-16 11:48:09 main:574] : INFO : Epoch 1921 | loss: 0.030977 | val_loss: 0.0312918 | Time: 3036.38 ms [2021-09-16 11:48:12 main:574] : INFO : Epoch 1922 | loss: 0.0309738 | val_loss: 0.0312848 | Time: 3049.14 ms [2021-09-16 11:48:15 main:574] : INFO : Epoch 1923 | loss: 0.0309754 | val_loss: 0.0312837 | Time: 3021.08 ms [2021-09-16 11:48:18 main:574] : INFO : Epoch 1924 | loss: 0.0309747 | val_loss: 0.0312974 | Time: 3023.16 ms [2021-09-16 11:48:21 main:574] : INFO : Epoch 1925 | loss: 0.0309822 | val_loss: 0.031264 | Time: 3024.71 ms [2021-09-16 11:48:24 main:574] : INFO : Epoch 1926 | loss: 0.0309862 | val_loss: 0.0312773 | Time: 3026.67 ms [2021-09-16 11:48:27 main:574] : INFO : Epoch 1927 | loss: 0.0309798 | val_loss: 0.0312847 | Time: 3021.53 ms [2021-09-16 11:48:30 main:574] : INFO : Epoch 1928 | loss: 0.0309812 | val_loss: 0.0312766 | Time: 3017.71 ms [2021-09-16 11:48:33 main:574] : INFO : Epoch 1929 | loss: 0.0309961 | val_loss: 0.0312484 | Time: 3021.96 ms [2021-09-16 11:48:36 main:574] : INFO : Epoch 1930 | loss: 0.0310124 | val_loss: 0.0312449 | Time: 3023.27 ms [2021-09-16 11:48:39 main:574] : INFO : Epoch 1931 | loss: 0.0309898 | val_loss: 0.0312701 | Time: 3013.61 ms [2021-09-16 11:48:42 main:574] : INFO : Epoch 1932 | loss: 0.03098 | val_loss: 0.0312835 | Time: 3034.96 ms [2021-09-16 11:48:45 main:574] : INFO : Epoch 1933 | loss: 0.0309834 | val_loss: 0.0312718 | Time: 3021.64 ms [2021-09-16 11:48:48 main:574] : INFO : Epoch 1934 | loss: 0.0309773 | val_loss: 0.0312752 | Time: 3017.29 ms [2021-09-16 11:48:51 main:574] : INFO : Epoch 1935 | loss: 0.030978 | val_loss: 0.0312927 | Time: 3023.39 ms [2021-09-16 11:48:54 main:574] : INFO : Epoch 1936 | loss: 0.0309772 | val_loss: 0.0312891 | Time: 3022.49 ms [2021-09-16 11:48:57 main:574] : INFO : Epoch 1937 | loss: 0.0309951 | val_loss: 0.0312977 | Time: 3014.94 ms [2021-09-16 11:49:00 main:574] : INFO : Epoch 1938 | loss: 0.0309871 | val_loss: 0.0312648 | Time: 3054.9 ms [2021-09-16 11:49:03 main:574] : INFO : Epoch 1939 | loss: 0.0309907 | val_loss: 0.0312707 | Time: 3025.09 ms [2021-09-16 11:49:06 main:574] : INFO : Epoch 1940 | loss: 0.0309966 | val_loss: 0.0312643 | Time: 3019.52 ms [2021-09-16 11:49:09 main:574] : INFO : Epoch 1941 | loss: 0.0309855 | val_loss: 0.0312976 | Time: 3030.25 ms [2021-09-16 11:49:12 main:574] : INFO : Epoch 1942 | loss: 0.0309794 | val_loss: 0.0313176 | Time: 3081.69 ms [2021-09-16 11:49:15 main:574] : INFO : Epoch 1943 | loss: 0.0309831 | val_loss: 0.0312824 | Time: 3027.48 ms [2021-09-16 11:49:18 main:574] : INFO : Epoch 1944 | loss: 0.0309899 | val_loss: 0.0312667 | Time: 3080.26 ms [2021-09-16 11:49:31 main:574] : INFO : Epoch 1945 | loss: 0.0309802 | val_loss: 0.0312741 | Time: 13032.1 ms [2021-09-16 11:49:34 main:574] : INFO : Epoch 1946 | loss: 0.0309838 | val_loss: 0.0312738 | Time: 3020.37 ms [2021-09-16 11:49:37 main:574] : INFO : Epoch 1947 | loss: 0.0309795 | val_loss: 0.0312933 | Time: 3013.64 ms [2021-09-16 11:49:40 main:574] : INFO : Epoch 1948 | loss: 0.0309846 | val_loss: 0.0312601 | Time: 3019.15 ms [2021-09-16 11:49:44 main:574] : INFO : Epoch 1949 | loss: 0.0309831 | val_loss: 0.031262 | Time: 3019.13 ms [2021-09-16 11:49:47 main:574] : INFO : Epoch 1950 | loss: 0.0309834 | val_loss: 0.0312858 | Time: 3025.52 ms [2021-09-16 11:49:50 main:574] : INFO : Epoch 1951 | loss: 0.0309861 | val_loss: 0.0312843 | Time: 3012.54 ms [2021-09-16 11:49:53 main:574] : INFO : Epoch 1952 | loss: 0.0309863 | val_loss: 0.0312819 | Time: 3026.82 ms [2021-09-16 11:49:56 main:574] : INFO : Epoch 1953 | loss: 0.0309837 | val_loss: 0.0312755 | Time: 3038.29 ms [2021-09-16 11:49:59 main:574] : INFO : Epoch 1954 | loss: 0.030984 | val_loss: 0.0312968 | Time: 3029.69 ms [2021-09-16 11:50:02 main:574] : INFO : Epoch 1955 | loss: 0.0309793 | val_loss: 0.0312735 | Time: 3025.57 ms [2021-09-16 11:50:05 main:574] : INFO : Epoch 1956 | loss: 0.0309873 | val_loss: 0.0312669 | Time: 3028.23 ms [2021-09-16 11:50:08 main:574] : INFO : Epoch 1957 | loss: 0.030976 | val_loss: 0.031262 | Time: 3029.04 ms [2021-09-16 11:50:11 main:574] : INFO : Epoch 1958 | loss: 0.0309718 | val_loss: 0.0312834 | Time: 3028.01 ms [2021-09-16 11:50:14 main:574] : INFO : Epoch 1959 | loss: 0.0309815 | val_loss: 0.0312726 | Time: 3034.84 ms [2021-09-16 11:50:17 main:574] : INFO : Epoch 1960 | loss: 0.0309805 | val_loss: 0.0312964 | Time: 3040.21 ms [2021-09-16 11:50:20 main:574] : INFO : Epoch 1961 | loss: 0.0309836 | val_loss: 0.0312826 | Time: 3030.11 ms [2021-09-16 11:50:23 main:574] : INFO : Epoch 1962 | loss: 0.0309762 | val_loss: 0.0312955 | Time: 3027.33 ms [2021-09-16 11:50:26 main:574] : INFO : Epoch 1963 | loss: 0.0309778 | val_loss: 0.0312917 | Time: 3021.7 ms [2021-09-16 11:50:29 main:574] : INFO : Epoch 1964 | loss: 0.0309769 | val_loss: 0.0312914 | Time: 3041.61 ms [2021-09-16 11:50:32 main:574] : INFO : Epoch 1965 | loss: 0.0309844 | val_loss: 0.0312589 | Time: 3033.26 ms [2021-09-16 11:50:35 main:574] : INFO : Epoch 1966 | loss: 0.030978 | val_loss: 0.0312715 | Time: 3035.85 ms [2021-09-16 11:50:38 main:574] : INFO : Epoch 1967 | loss: 0.0309837 | val_loss: 0.0312803 | Time: 3023.55 ms [2021-09-16 11:50:41 main:574] : INFO : Epoch 1968 | loss: 0.0309899 | val_loss: 0.0312926 | Time: 3030.76 ms [2021-09-16 11:50:44 main:574] : INFO : Epoch 1969 | loss: 0.0309939 | val_loss: 0.0312793 | Time: 3028.13 ms [2021-09-16 11:50:47 main:574] : INFO : Epoch 1970 | loss: 0.0309837 | val_loss: 0.0312668 | Time: 3038.06 ms [2021-09-16 11:50:50 main:574] : INFO : Epoch 1971 | loss: 0.0309834 | val_loss: 0.0312775 | Time: 3036.36 ms [2021-09-16 11:50:53 main:574] : INFO : Epoch 1972 | loss: 0.030977 | val_loss: 0.0312932 | Time: 3052.88 ms [2021-09-16 11:50:56 main:574] : INFO : Epoch 1973 | loss: 0.0309736 | val_loss: 0.0312849 | Time: 3065.41 ms [2021-09-16 11:50:59 main:574] : INFO : Epoch 1974 | loss: 0.0309773 | val_loss: 0.0312848 | Time: 3052.26 ms [2021-09-16 11:51:02 main:574] : INFO : Epoch 1975 | loss: 0.0309778 | val_loss: 0.0312816 | Time: 3028.55 ms [2021-09-16 11:51:06 main:574] : INFO : Epoch 1976 | loss: 0.0309869 | val_loss: 0.0312618 | Time: 3044.33 ms [2021-09-16 11:51:09 main:574] : INFO : Epoch 1977 | loss: 0.0309943 | val_loss: 0.0312804 | Time: 3022.67 ms [2021-09-16 11:51:12 main:574] : INFO : Epoch 1978 | loss: 0.0309869 | val_loss: 0.0312773 | Time: 3031.15 ms [2021-09-16 11:51:15 main:574] : INFO : Epoch 1979 | loss: 0.0309854 | val_loss: 0.0312781 | Time: 3033.61 ms [2021-09-16 11:51:18 main:574] : INFO : Epoch 1980 | loss: 0.0309835 | val_loss: 0.0312901 | Time: 3039.23 ms [2021-09-16 11:51:21 main:574] : INFO : Epoch 1981 | loss: 0.0309815 | val_loss: 0.0312566 | Time: 3048.39 ms [2021-09-16 11:51:24 main:574] : INFO : Epoch 1982 | loss: 0.0309825 | val_loss: 0.0312853 | Time: 3035.5 ms [2021-09-16 11:51:27 main:574] : INFO : Epoch 1983 | loss: 0.0309786 | val_loss: 0.0312448 | Time: 3029.45 ms [2021-09-16 11:51:30 main:574] : INFO : Epoch 1984 | loss: 0.030995 | val_loss: 0.0312443 | Time: 3053.07 ms [2021-09-16 11:51:33 main:574] : INFO : Epoch 1985 | loss: 0.0309867 | val_loss: 0.0312668 | Time: 3054.14 ms [2021-09-16 11:51:36 main:574] : INFO : Epoch 1986 | loss: 0.0310334 | val_loss: 0.0312396 | Time: 3035.6 ms [2021-09-16 11:51:39 main:574] : INFO : Epoch 1987 | loss: 0.0310563 | val_loss: 0.0312422 | Time: 3032.05 ms [2021-09-16 11:51:52 main:574] : INFO : Epoch 1988 | loss: 0.0310197 | val_loss: 0.031281 | Time: 13051.2 ms [2021-09-16 11:51:55 main:574] : INFO : Epoch 1989 | loss: 0.0309921 | val_loss: 0.0312634 | Time: 3017.78 ms [2021-09-16 11:51:58 main:574] : INFO : Epoch 1990 | loss: 0.0309822 | val_loss: 0.0313087 | Time: 3027.29 ms [2021-09-16 11:52:01 main:574] : INFO : Epoch 1991 | loss: 0.0309782 | val_loss: 0.0312842 | Time: 3020.51 ms [2021-09-16 11:52:04 main:574] : INFO : Epoch 1992 | loss: 0.0309784 | val_loss: 0.0312862 | Time: 3029.68 ms [2021-09-16 11:52:07 main:574] : INFO : Epoch 1993 | loss: 0.0309786 | val_loss: 0.0312826 | Time: 3022.9 ms [2021-09-16 11:52:10 main:574] : INFO : Epoch 1994 | loss: 0.0309782 | val_loss: 0.0312902 | Time: 3022.4 ms [2021-09-16 11:52:13 main:574] : INFO : Epoch 1995 | loss: 0.0309775 | val_loss: 0.0312837 | Time: 3024.52 ms [2021-09-16 11:52:16 main:574] : INFO : Epoch 1996 | loss: 0.0309859 | val_loss: 0.0312568 | Time: 3016.41 ms [2021-09-16 11:52:19 main:574] : INFO : Epoch 1997 | loss: 0.0309925 | val_loss: 0.0312997 | Time: 3016.83 ms [2021-09-16 11:52:32 main:574] : INFO : Epoch 1998 | loss: 0.030994 | val_loss: 0.0312908 | Time: 13018.1 ms [2021-09-16 11:52:35 main:574] : INFO : Epoch 1999 | loss: 0.0309859 | val_loss: 0.0312893 | Time: 3029.76 ms [2021-09-16 11:52:38 main:574] : INFO : Epoch 2000 | loss: 0.0309813 | val_loss: 0.0312933 | Time: 3029.36 ms [2021-09-16 11:52:41 main:574] : INFO : Epoch 2001 | loss: 0.0309833 | val_loss: 0.0312549 | Time: 3021.92 ms [2021-09-16 11:52:44 main:574] : INFO : Epoch 2002 | loss: 0.0309878 | val_loss: 0.0312675 | Time: 3027.12 ms [2021-09-16 11:52:47 main:574] : INFO : Epoch 2003 | loss: 0.0309825 | val_loss: 0.031277 | Time: 3015.43 ms [2021-09-16 11:52:50 main:574] : INFO : Epoch 2004 | loss: 0.0309859 | val_loss: 0.0312804 | Time: 3020.95 ms [2021-09-16 11:52:53 main:574] : INFO : Epoch 2005 | loss: 0.0309895 | val_loss: 0.0312644 | Time: 3015.75 ms [2021-09-16 11:52:56 main:574] : INFO : Epoch 2006 | loss: 0.030986 | val_loss: 0.0312788 | Time: 3020.8 ms [2021-09-16 11:53:00 main:574] : INFO : Epoch 2007 | loss: 0.0309948 | val_loss: 0.0312854 | Time: 3016.6 ms [2021-09-16 11:53:03 main:574] : INFO : Epoch 2008 | loss: 0.030986 | val_loss: 0.0312794 | Time: 3024.71 ms [2021-09-16 11:53:06 main:574] : INFO : Epoch 2009 | loss: 0.0309779 | val_loss: 0.0312875 | Time: 3021.65 ms [2021-09-16 11:53:09 main:574] : INFO : Epoch 2010 | loss: 0.0309808 | val_loss: 0.0312679 | Time: 3026.51 ms [2021-09-16 11:53:12 main:574] : INFO : Epoch 2011 | loss: 0.0310203 | val_loss: 0.0311916 | Time: 3019.29 ms [2021-09-16 11:53:15 main:574] : INFO : Epoch 2012 | loss: 0.0311408 | val_loss: 0.0311888 | Time: 3023.9 ms [2021-09-16 11:53:18 main:574] : INFO : Epoch 2013 | loss: 0.0311274 | val_loss: 0.031191 | Time: 3020.93 ms [2021-09-16 11:53:21 main:574] : INFO : Epoch 2014 | loss: 0.0311001 | val_loss: 0.0311875 | Time: 3035.28 ms [2021-09-16 11:53:24 main:574] : INFO : Epoch 2015 | loss: 0.0310671 | val_loss: 0.0312422 | Time: 3023.29 ms [2021-09-16 11:53:27 main:574] : INFO : Epoch 2016 | loss: 0.0310272 | val_loss: 0.0312437 | Time: 3031.95 ms [2021-09-16 11:53:30 main:574] : INFO : Epoch 2017 | loss: 0.0309974 | val_loss: 0.0312651 | Time: 3020.6 ms [2021-09-16 11:53:33 main:574] : INFO : Epoch 2018 | loss: 0.030984 | val_loss: 0.031266 | Time: 3030.86 ms [2021-09-16 11:53:36 main:574] : INFO : Epoch 2019 | loss: 0.0309804 | val_loss: 0.0312876 | Time: 3019.94 ms [2021-09-16 11:53:39 main:574] : INFO : Epoch 2020 | loss: 0.0309764 | val_loss: 0.0312682 | Time: 3056.84 ms [2021-09-16 11:53:52 main:574] : INFO : Epoch 2021 | loss: 0.0309818 | val_loss: 0.0312697 | Time: 13174.5 ms [2021-09-16 11:53:55 main:574] : INFO : Epoch 2022 | loss: 0.030987 | val_loss: 0.0312717 | Time: 3026.5 ms [2021-09-16 11:53:58 main:574] : INFO : Epoch 2023 | loss: 0.0309826 | val_loss: 0.031302 | Time: 3044.18 ms [2021-09-16 11:54:01 main:574] : INFO : Epoch 2024 | loss: 0.0309751 | val_loss: 0.0312896 | Time: 3028.51 ms [2021-09-16 11:54:04 main:574] : INFO : Epoch 2025 | loss: 0.0309739 | val_loss: 0.0312756 | Time: 3023.12 ms [2021-09-16 11:54:07 main:574] : INFO : Epoch 2026 | loss: 0.0309862 | val_loss: 0.0313136 | Time: 3024.98 ms [2021-09-16 11:54:10 main:574] : INFO : Epoch 2027 | loss: 0.0309796 | val_loss: 0.0312862 | Time: 3019.78 ms [2021-09-16 11:54:13 main:574] : INFO : Epoch 2028 | loss: 0.0309762 | val_loss: 0.0312953 | Time: 3038.08 ms [2021-09-16 11:54:16 main:574] : INFO : Epoch 2029 | loss: 0.030978 | val_loss: 0.0312945 | Time: 3030.09 ms [2021-09-16 11:54:19 main:574] : INFO : Epoch 2030 | loss: 0.0309748 | val_loss: 0.0312836 | Time: 3029.61 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: Quadro P400) [2021-09-16 14:24:27 main:435] : INFO : Set logging level to 1 [2021-09-16 14:24:27 main:441] : INFO : Running in BOINC Client mode [2021-09-16 14:24:27 main:444] : INFO : Resolving all filenames [2021-09-16 14:24:27 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-09-16 14:24:27 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631728594-18328-0_0_r1180875547_1 (exists = 1) [2021-09-16 14:24:27 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631728594-18328-0_0_r1180875547_0 (exists = 0) [2021-09-16 14:24:27 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-09-16 14:24:27 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-09-16 14:24:27 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-09-16 14:24:27 main:474] : INFO : Configuration: [2021-09-16 14:24:27 main:475] : INFO : Model type: GRU [2021-09-16 14:24:27 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-09-16 14:24:27 main:477] : INFO : Max Epochs: 2048 [2021-09-16 14:24:27 main:478] : INFO : Batch Size: 128 [2021-09-16 14:24:27 main:479] : INFO : Learning Rate: 0.01 [2021-09-16 14:24:27 main:480] : INFO : Patience: 10 [2021-09-16 14:24:27 main:481] : INFO : Hidden Width: 12 [2021-09-16 14:24:27 main:482] : INFO : # Recurrent Layers: 4 [2021-09-16 14:24:27 main:483] : INFO : # Backend Layers: 4 [2021-09-16 14:24:27 main:484] : INFO : # Threads: 1 [2021-09-16 14:24:27 main:486] : INFO : Preparing Dataset [2021-09-16 14:24:27 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-16 14:24:27 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-16 14:24:29 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-09-16 14:24:29 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-16 14:24:29 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-16 14:24:29 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-09-16 14:24:29 main:494] : INFO : Creating Model [2021-09-16 14:24:29 main:507] : INFO : Preparing config file [2021-09-16 14:24:29 main:511] : INFO : Found checkpoint, attempting to load... [2021-09-16 14:24:29 main:512] : INFO : Loading config [2021-09-16 14:24:29 main:514] : INFO : Loading state [2021-09-16 14:24:29 main:559] : INFO : Loading DataLoader into Memory [2021-09-16 14:24:29 main:562] : INFO : Starting Training [2021-09-16 14:24:33 main:574] : INFO : Epoch 1987 | loss: 0.0311182 | val_loss: 0.031212 | Time: 3467.67 ms [2021-09-16 14:24:36 main:574] : INFO : Epoch 1988 | loss: 0.0310396 | val_loss: 0.0312381 | Time: 3161.95 ms [2021-09-16 14:24:39 main:574] : INFO : Epoch 1989 | loss: 0.0310219 | val_loss: 0.031273 | Time: 3163.07 ms [2021-09-16 14:24:42 main:574] : INFO : Epoch 1990 | loss: 0.031003 | val_loss: 0.031254 | Time: 3149.15 ms [2021-09-16 14:24:45 main:574] : INFO : Epoch 1991 | loss: 0.0309998 | val_loss: 0.0312635 | Time: 3165.97 ms [2021-09-16 14:24:49 main:574] : INFO : Epoch 1992 | loss: 0.0309871 | val_loss: 0.031267 | Time: 3152.46 ms [2021-09-16 14:24:52 main:574] : INFO : Epoch 1993 | loss: 0.0309921 | val_loss: 0.0312564 | Time: 3142.61 ms [2021-09-16 14:24:55 main:574] : INFO : Epoch 1994 | loss: 0.0309951 | val_loss: 0.0312483 | Time: 3150.74 ms [2021-09-16 14:24:58 main:574] : INFO : Epoch 1995 | loss: 0.0309967 | val_loss: 0.0312816 | Time: 3151.55 ms [2021-09-16 14:25:01 main:574] : INFO : Epoch 1996 | loss: 0.030982 | val_loss: 0.0312868 | Time: 3156.26 ms [2021-09-16 14:25:04 main:574] : INFO : Epoch 1997 | loss: 0.0309869 | val_loss: 0.0312712 | Time: 3157.67 ms [2021-09-16 14:25:08 main:574] : INFO : Epoch 1998 | loss: 0.0309923 | val_loss: 0.0312772 | Time: 3151.38 ms [2021-09-16 14:25:11 main:574] : INFO : Epoch 1999 | loss: 0.0309937 | val_loss: 0.0312592 | Time: 3149.73 ms [2021-09-16 14:25:14 main:574] : INFO : Epoch 2000 | loss: 0.0309951 | val_loss: 0.0312496 | Time: 3149.3 ms [2021-09-16 14:25:17 main:574] : INFO : Epoch 2001 | loss: 0.0309952 | val_loss: 0.0312791 | Time: 3146.8 ms [2021-09-16 14:25:20 main:574] : INFO : Epoch 2002 | loss: 0.0309847 | val_loss: 0.0312952 | Time: 3151.76 ms [2021-09-16 14:25:23 main:574] : INFO : Epoch 2003 | loss: 0.0310057 | val_loss: 0.031252 | Time: 3156.04 ms [2021-09-16 14:25:26 main:574] : INFO : Epoch 2004 | loss: 0.0310004 | val_loss: 0.0312578 | Time: 3153.56 ms [2021-09-16 14:25:30 main:574] : INFO : Epoch 2005 | loss: 0.0309931 | val_loss: 0.0312869 | Time: 3161.87 ms [2021-09-16 14:25:33 main:574] : INFO : Epoch 2006 | loss: 0.0309866 | val_loss: 0.0312788 | Time: 3164.45 ms [2021-09-16 14:25:36 main:574] : INFO : Epoch 2007 | loss: 0.0309865 | val_loss: 0.0312592 | Time: 3151.38 ms [2021-09-16 14:25:39 main:574] : INFO : Epoch 2008 | loss: 0.0309837 | val_loss: 0.0312595 | Time: 3153.08 ms [2021-09-16 14:25:42 main:574] : INFO : Epoch 2009 | loss: 0.0309841 | val_loss: 0.0312695 | Time: 3143.05 ms [2021-09-16 14:25:45 main:574] : INFO : Epoch 2010 | loss: 0.0309831 | val_loss: 0.0312788 | Time: 3150.88 ms [2021-09-16 14:25:49 main:574] : INFO : Epoch 2011 | loss: 0.030984 | val_loss: 0.0312791 | Time: 3156.99 ms [2021-09-16 14:25:52 main:574] : INFO : Epoch 2012 | loss: 0.0309899 | val_loss: 0.0312863 | Time: 3148.92 ms [2021-09-16 14:25:55 main:574] : INFO : Epoch 2013 | loss: 0.0309809 | val_loss: 0.031336 | Time: 3150.31 ms [2021-09-16 14:25:58 main:574] : INFO : Epoch 2014 | loss: 0.0309856 | val_loss: 0.0312455 | Time: 3148.04 ms [2021-09-16 14:26:01 main:574] : INFO : Epoch 2015 | loss: 0.0309896 | val_loss: 0.0312719 | Time: 3152.46 ms [2021-09-16 14:26:04 main:574] : INFO : Epoch 2016 | loss: 0.0309896 | val_loss: 0.0312996 | Time: 3154.31 ms [2021-09-16 14:26:08 main:574] : INFO : Epoch 2017 | loss: 0.0309905 | val_loss: 0.0312737 | Time: 3156.31 ms [2021-09-16 14:26:11 main:574] : INFO : Epoch 2018 | loss: 0.0309937 | val_loss: 0.0313071 | Time: 3150.15 ms [2021-09-16 14:26:14 main:574] : INFO : Epoch 2019 | loss: 0.030984 | val_loss: 0.0312784 | Time: 3153.41 ms [2021-09-16 14:26:17 main:574] : INFO : Epoch 2020 | loss: 0.0309829 | val_loss: 0.0312937 | Time: 3161.71 ms [2021-09-16 14:26:20 main:574] : INFO : Epoch 2021 | loss: 0.030976 | val_loss: 0.0312717 | Time: 3140.87 ms [2021-09-16 14:26:23 main:574] : INFO : Epoch 2022 | loss: 0.0309854 | val_loss: 0.0312626 | Time: 3145.38 ms [2021-09-16 14:26:26 main:574] : INFO : Epoch 2023 | loss: 0.0309783 | val_loss: 0.0312852 | Time: 3157.53 ms [2021-09-16 14:26:30 main:574] : INFO : Epoch 2024 | loss: 0.0309854 | val_loss: 0.0312345 | Time: 3166.97 ms [2021-09-16 14:26:33 main:574] : INFO : Epoch 2025 | loss: 0.0309853 | val_loss: 0.0312677 | Time: 3156.91 ms [2021-09-16 14:26:36 main:574] : INFO : Epoch 2026 | loss: 0.0309838 | val_loss: 0.0312616 | Time: 3164.48 ms [2021-09-16 14:26:39 main:574] : INFO : Epoch 2027 | loss: 0.0309864 | val_loss: 0.031292 | Time: 3151.66 ms [2021-09-16 14:26:42 main:574] : INFO : Epoch 2028 | loss: 0.0309846 | val_loss: 0.0312726 | Time: 3162.68 ms [2021-09-16 14:26:45 main:574] : INFO : Epoch 2029 | loss: 0.0309784 | val_loss: 0.031303 | Time: 3168.52 ms [2021-09-16 14:26:49 main:574] : INFO : Epoch 2030 | loss: 0.0309788 | val_loss: 0.0312641 | Time: 3152.82 ms [2021-09-16 14:26:52 main:574] : INFO : Epoch 2031 | loss: 0.0309964 | val_loss: 0.0312432 | Time: 3156.34 ms [2021-09-16 14:26:55 main:574] : INFO : Epoch 2032 | loss: 0.030988 | val_loss: 0.0312922 | Time: 3165.61 ms [2021-09-16 14:26:58 main:574] : INFO : Epoch 2033 | loss: 0.0309883 | val_loss: 0.0312558 | Time: 3153.69 ms [2021-09-16 14:27:01 main:574] : INFO : Epoch 2034 | loss: 0.0309854 | val_loss: 0.0312771 | Time: 3155.27 ms [2021-09-16 14:27:04 main:574] : INFO : Epoch 2035 | loss: 0.030986 | val_loss: 0.0313029 | Time: 3149.36 ms [2021-09-16 14:27:08 main:574] : INFO : Epoch 2036 | loss: 0.0309862 | val_loss: 0.0312734 | Time: 3160.92 ms [2021-09-16 14:27:11 main:574] : INFO : Epoch 2037 | loss: 0.0309924 | val_loss: 0.0312652 | Time: 3157.16 ms [2021-09-16 14:27:14 main:574] : INFO : Epoch 2038 | loss: 0.0309817 | val_loss: 0.0312542 | Time: 3157.8 ms [2021-09-16 14:27:17 main:574] : INFO : Epoch 2039 | loss: 0.030979 | val_loss: 0.0312849 | Time: 3167.64 ms [2021-09-16 14:27:20 main:574] : INFO : Epoch 2040 | loss: 0.0309881 | val_loss: 0.0312619 | Time: 3163.54 ms [2021-09-16 14:27:23 main:574] : INFO : Epoch 2041 | loss: 0.03099 | val_loss: 0.0312916 | Time: 3152.45 ms [2021-09-16 14:27:27 main:574] : INFO : Epoch 2042 | loss: 0.0309907 | val_loss: 0.0312763 | Time: 3157.07 ms [2021-09-16 14:27:30 main:574] : INFO : Epoch 2043 | loss: 0.0309889 | val_loss: 0.0312899 | Time: 3162.53 ms [2021-09-16 14:27:33 main:574] : INFO : Epoch 2044 | loss: 0.0309857 | val_loss: 0.0312849 | Time: 3272.91 ms [2021-09-16 14:27:36 main:574] : INFO : Epoch 2045 | loss: 0.0309873 | val_loss: 0.0312643 | Time: 3280.13 ms [2021-09-16 14:27:39 main:574] : INFO : Epoch 2046 | loss: 0.0309828 | val_loss: 0.0312899 | Time: 3170.46 ms [2021-09-16 14:27:43 main:574] : INFO : Epoch 2047 | loss: 0.0309779 | val_loss: 0.031293 | Time: 3197.65 ms [2021-09-16 14:27:46 main:574] : INFO : Epoch 2048 | loss: 0.0309878 | val_loss: 0.0312721 | Time: 3177.91 ms [2021-09-16 14:27:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312721 [2021-09-16 14:27:46 main:603] : INFO : Saving end state to config to file [2021-09-16 14:27:46 main:608] : INFO : Success, exiting.. 14:27:46 (652): 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)