Task 14543637
| Name | ParityModified-1647043373-17652-2-0_0 |
| Workunit | 11574686 |
| Created | 7 Apr 2022, 18:50:37 UTC |
| Sent | 10 Apr 2022, 20:00:31 UTC |
| Report deadline | 18 Apr 2022, 20:00:31 UTC |
| Received | 11 Apr 2022, 2:00:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19045 |
| Run time | 2 hours 38 min 45 sec |
| CPU time | 2 hours 38 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 17,055.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.88 GB |
| Peak swap size | 4.77 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> [2022-04-10 16:51:47 main:574] : INFO : Epoch 1618 | loss: 0.03117 | val_loss: 0.0311726 | Time: 3049.47 ms [2022-04-10 16:51:50 main:574] : INFO : Epoch 1619 | loss: 0.0311701 | val_loss: 0.0311713 | Time: 3001.55 ms [2022-04-10 16:51:53 main:574] : INFO : Epoch 1620 | loss: 0.0311699 | val_loss: 0.0311723 | Time: 3058.61 ms [2022-04-10 16:51:56 main:574] : INFO : Epoch 1621 | loss: 0.0311714 | val_loss: 0.0311729 | Time: 3034.65 ms [2022-04-10 16:51:59 main:574] : INFO : Epoch 1622 | loss: 0.0311706 | val_loss: 0.0311752 | Time: 2986.64 ms [2022-04-10 16:52:02 main:574] : INFO : Epoch 1623 | loss: 0.0311719 | val_loss: 0.0311777 | Time: 3019.18 ms [2022-04-10 16:52:05 main:574] : INFO : Epoch 1624 | loss: 0.0311773 | val_loss: 0.0311799 | Time: 3022.31 ms [2022-04-10 16:52:08 main:574] : INFO : Epoch 1625 | loss: 0.0311722 | val_loss: 0.0311734 | Time: 3037.1 ms [2022-04-10 16:52:11 main:574] : INFO : Epoch 1626 | loss: 0.0311704 | val_loss: 0.031172 | Time: 3395.78 ms [2022-04-10 16:52:15 main:574] : INFO : Epoch 1627 | loss: 0.0311704 | val_loss: 0.0311736 | Time: 3975.91 ms [2022-04-10 16:52:19 main:574] : INFO : Epoch 1628 | loss: 0.0311725 | val_loss: 0.031172 | Time: 3562.06 ms [2022-04-10 16:52:21 main:574] : INFO : Epoch 1629 | loss: 0.0311708 | val_loss: 0.031171 | Time: 2770.84 ms [2022-04-10 16:52:24 main:574] : INFO : Epoch 1630 | loss: 0.0311693 | val_loss: 0.0311819 | Time: 2813.62 ms [2022-04-10 16:52:27 main:574] : INFO : Epoch 1631 | loss: 0.0311718 | val_loss: 0.0311727 | Time: 2838.39 ms [2022-04-10 16:52:30 main:574] : INFO : Epoch 1632 | loss: 0.0311683 | val_loss: 0.0311716 | Time: 2805.06 ms [2022-04-10 16:52:33 main:574] : INFO : Epoch 1633 | loss: 0.03117 | val_loss: 0.031171 | Time: 2794.24 ms [2022-04-10 16:52:35 main:574] : INFO : Epoch 1634 | loss: 0.0311695 | val_loss: 0.0311724 | Time: 2757.73 ms [2022-04-10 16:52:38 main:574] : INFO : Epoch 1635 | loss: 0.0311691 | val_loss: 0.0311707 | Time: 2764.92 ms [2022-04-10 16:52:41 main:574] : INFO : Epoch 1636 | loss: 0.03117 | val_loss: 0.031171 | Time: 2814.83 ms [2022-04-10 16:52:44 main:574] : INFO : Epoch 1637 | loss: 0.031169 | val_loss: 0.0311726 | Time: 2798.34 ms [2022-04-10 16:52:47 main:574] : INFO : Epoch 1638 | loss: 0.0311693 | val_loss: 0.031171 | Time: 2844.76 ms [2022-04-10 16:52:50 main:574] : INFO : Epoch 1639 | loss: 0.0311687 | val_loss: 0.0311712 | Time: 2823.5 ms [2022-04-10 16:52:52 main:574] : INFO : Epoch 1640 | loss: 0.0311702 | val_loss: 0.031173 | Time: 2798.05 ms [2022-04-10 16:52:55 main:574] : INFO : Epoch 1641 | loss: 0.0311734 | val_loss: 0.0311726 | Time: 2808.66 ms [2022-04-10 16:52:58 main:574] : INFO : Epoch 1642 | loss: 0.0311702 | val_loss: 0.031171 | Time: 2802.26 ms [2022-04-10 16:53:01 main:574] : INFO : Epoch 1643 | loss: 0.0311688 | val_loss: 0.0311709 | Time: 2815.95 ms [2022-04-10 16:53:04 main:574] : INFO : Epoch 1644 | loss: 0.0311692 | val_loss: 0.0311725 | Time: 2829.79 ms [2022-04-10 16:53:06 main:574] : INFO : Epoch 1645 | loss: 0.0311698 | val_loss: 0.0311777 | Time: 2804.5 ms [2022-04-10 16:53:09 main:574] : INFO : Epoch 1646 | loss: 0.0311718 | val_loss: 0.0311716 | Time: 2948.12 ms [2022-04-10 16:53:12 main:574] : INFO : Epoch 1647 | loss: 0.0311783 | val_loss: 0.0311728 | Time: 3004.45 ms [2022-04-10 16:53:15 main:574] : INFO : Epoch 1648 | loss: 0.0311728 | val_loss: 0.0311741 | Time: 2987.7 ms [2022-04-10 16:53:18 main:574] : INFO : Epoch 1649 | loss: 0.0311705 | val_loss: 0.0311722 | Time: 2959 ms [2022-04-10 16:53:21 main:574] : INFO : Epoch 1650 | loss: 0.0311699 | val_loss: 0.0311717 | Time: 2973.36 ms [2022-04-10 16:53:24 main:574] : INFO : Epoch 1651 | loss: 0.0311699 | val_loss: 0.0311714 | Time: 2991.89 ms [2022-04-10 16:53:27 main:574] : INFO : Epoch 1652 | loss: 0.0311686 | val_loss: 0.0311703 | Time: 3023.42 ms [2022-04-10 16:53:30 main:574] : INFO : Epoch 1653 | loss: 0.03117 | val_loss: 0.0311731 | Time: 3017.45 ms [2022-04-10 16:53:33 main:574] : INFO : Epoch 1654 | loss: 0.0311683 | val_loss: 0.0311709 | Time: 3030.91 ms [2022-04-10 16:53:36 main:574] : INFO : Epoch 1655 | loss: 0.0311665 | val_loss: 0.031173 | Time: 3008.09 ms [2022-04-10 16:53:39 main:574] : INFO : Epoch 1656 | loss: 0.031168 | val_loss: 0.0311704 | Time: 3027.71 ms [2022-04-10 16:53:43 main:574] : INFO : Epoch 1657 | loss: 0.0311688 | val_loss: 0.0311723 | Time: 3108.9 ms [2022-04-10 16:53:46 main:574] : INFO : Epoch 1658 | loss: 0.03117 | val_loss: 0.0311729 | Time: 3043.45 ms [2022-04-10 16:53:49 main:574] : INFO : Epoch 1659 | loss: 0.0311682 | val_loss: 0.0311729 | Time: 3103.59 ms [2022-04-10 16:53:52 main:574] : INFO : Epoch 1660 | loss: 0.0311675 | val_loss: 0.0311709 | Time: 3165.78 ms [2022-04-10 16:53:55 main:574] : INFO : Epoch 1661 | loss: 0.031167 | val_loss: 0.0311723 | Time: 3139.68 ms [2022-04-10 16:53:58 main:574] : INFO : Epoch 1662 | loss: 0.0311671 | val_loss: 0.0311728 | Time: 3117.93 ms [2022-04-10 16:54:01 main:574] : INFO : Epoch 1663 | loss: 0.0311662 | val_loss: 0.031172 | Time: 3119.27 ms [2022-04-10 16:54:04 main:574] : INFO : Epoch 1664 | loss: 0.0311668 | val_loss: 0.031171 | Time: 2892.54 ms [2022-04-10 16:54:07 main:574] : INFO : Epoch 1665 | loss: 0.0311665 | val_loss: 0.0311702 | Time: 2972.28 ms [2022-04-10 16:54:10 main:574] : INFO : Epoch 1666 | loss: 0.0311677 | val_loss: 0.0311701 | Time: 2777.15 ms [2022-04-10 16:54:13 main:574] : INFO : Epoch 1667 | loss: 0.0311687 | val_loss: 0.0311711 | Time: 2759.73 ms [2022-04-10 16:54:15 main:574] : INFO : Epoch 1668 | loss: 0.0311664 | val_loss: 0.0311697 | Time: 2798.38 ms [2022-04-10 16:54:18 main:574] : INFO : Epoch 1669 | loss: 0.031166 | val_loss: 0.0311722 | Time: 2837.09 ms [2022-04-10 16:54:21 main:574] : INFO : Epoch 1670 | loss: 0.0311702 | val_loss: 0.0311791 | Time: 2883.41 ms [2022-04-10 16:54:24 main:574] : INFO : Epoch 1671 | loss: 0.0311679 | val_loss: 0.0311706 | Time: 2884.44 ms [2022-04-10 16:54:27 main:574] : INFO : Epoch 1672 | loss: 0.0311693 | val_loss: 0.0311736 | Time: 3044.61 ms [2022-04-10 16:54:30 main:574] : INFO : Epoch 1673 | loss: 0.0311673 | val_loss: 0.0311707 | Time: 3139.54 ms [2022-04-10 16:54:33 main:574] : INFO : Epoch 1674 | loss: 0.0311661 | val_loss: 0.0311708 | Time: 3153.68 ms [2022-04-10 16:54:36 main:574] : INFO : Epoch 1675 | loss: 0.0311665 | val_loss: 0.0311698 | Time: 2867.95 ms [2022-04-10 16:54:39 main:574] : INFO : Epoch 1676 | loss: 0.0311662 | val_loss: 0.0311711 | Time: 2870.79 ms [2022-04-10 16:54:42 main:574] : INFO : Epoch 1677 | loss: 0.0311659 | val_loss: 0.0311694 | Time: 2852.32 ms [2022-04-10 16:54:45 main:574] : INFO : Epoch 1678 | loss: 0.0311655 | val_loss: 0.0311695 | Time: 2875.96 ms [2022-04-10 16:54:48 main:574] : INFO : Epoch 1679 | loss: 0.0311655 | val_loss: 0.0311696 | Time: 2869.12 ms [2022-04-10 16:54:51 main:574] : INFO : Epoch 1680 | loss: 0.0311658 | val_loss: 0.0311765 | Time: 2894.8 ms [2022-04-10 16:54:54 main:574] : INFO : Epoch 1681 | loss: 0.0311665 | val_loss: 0.0311774 | Time: 2879.3 ms [2022-04-10 16:54:56 main:574] : INFO : Epoch 1682 | loss: 0.0311688 | val_loss: 0.0311738 | Time: 2869.11 ms [2022-04-10 16:54:59 main:574] : INFO : Epoch 1683 | loss: 0.0311648 | val_loss: 0.0311708 | Time: 2890.53 ms [2022-04-10 16:55:02 main:574] : INFO : Epoch 1684 | loss: 0.0311671 | val_loss: 0.0311707 | Time: 2892.07 ms [2022-04-10 16:55:05 main:574] : INFO : Epoch 1685 | loss: 0.0311681 | val_loss: 0.0311759 | Time: 2883.57 ms [2022-04-10 16:55:08 main:574] : INFO : Epoch 1686 | loss: 0.0311698 | val_loss: 0.0311726 | Time: 2898.72 ms [2022-04-10 16:55:11 main:574] : INFO : Epoch 1687 | loss: 0.031172 | val_loss: 0.0311758 | Time: 2878.88 ms [2022-04-10 16:55:14 main:574] : INFO : Epoch 1688 | loss: 0.0311727 | val_loss: 0.0311738 | Time: 2873.11 ms [2022-04-10 16:55:17 main:574] : INFO : Epoch 1689 | loss: 0.0311714 | val_loss: 0.0311727 | Time: 2876.51 ms [2022-04-10 16:55:19 main:574] : INFO : Epoch 1690 | loss: 0.0311706 | val_loss: 0.0311743 | Time: 2865.69 ms [2022-04-10 16:55:22 main:574] : INFO : Epoch 1691 | loss: 0.0311701 | val_loss: 0.0311706 | Time: 2883.54 ms [2022-04-10 16:55:25 main:574] : INFO : Epoch 1692 | loss: 0.0311681 | val_loss: 0.0311707 | Time: 2858.89 ms [2022-04-10 16:55:28 main:574] : INFO : Epoch 1693 | loss: 0.0311694 | val_loss: 0.03117 | Time: 2899.44 ms [2022-04-10 16:55:31 main:574] : INFO : Epoch 1694 | loss: 0.0311694 | val_loss: 0.0311721 | Time: 2877.45 ms [2022-04-10 16:55:34 main:574] : INFO : Epoch 1695 | loss: 0.031169 | val_loss: 0.0311711 | Time: 2847.6 ms [2022-04-10 16:55:37 main:574] : INFO : Epoch 1696 | loss: 0.0311673 | val_loss: 0.0311718 | Time: 2880.74 ms [2022-04-10 16:55:40 main:574] : INFO : Epoch 1697 | loss: 0.0311677 | val_loss: 0.0311729 | Time: 2896.32 ms [2022-04-10 16:55:43 main:574] : INFO : Epoch 1698 | loss: 0.0311687 | val_loss: 0.0311728 | Time: 3161.48 ms [2022-04-10 16:55:46 main:574] : INFO : Epoch 1699 | loss: 0.0311686 | val_loss: 0.0311727 | Time: 2920.31 ms [2022-04-10 16:55:48 main:574] : INFO : Epoch 1700 | loss: 0.0311666 | val_loss: 0.0311729 | Time: 2678.4 ms [2022-04-10 16:55:51 main:574] : INFO : Epoch 1701 | loss: 0.0311665 | val_loss: 0.0311732 | Time: 2669.64 ms [2022-04-10 16:55:54 main:574] : INFO : Epoch 1702 | loss: 0.0311678 | val_loss: 0.031173 | Time: 2640.03 ms [2022-04-10 16:55:56 main:574] : INFO : Epoch 1703 | loss: 0.0311701 | val_loss: 0.0311744 | Time: 2719.59 ms [2022-04-10 16:55:59 main:574] : INFO : Epoch 1704 | loss: 0.0311664 | val_loss: 0.0311715 | Time: 3007.18 ms [2022-04-10 16:56:03 main:574] : INFO : Epoch 1705 | loss: 0.0311659 | val_loss: 0.0311729 | Time: 3179.5 ms [2022-04-10 16:56:06 main:574] : INFO : Epoch 1706 | loss: 0.0311641 | val_loss: 0.0311712 | Time: 3002.13 ms [2022-04-10 16:56:09 main:574] : INFO : Epoch 1707 | loss: 0.0311641 | val_loss: 0.0311739 | Time: 2911.58 ms [2022-04-10 16:56:13 main:574] : INFO : Epoch 1708 | loss: 0.0311644 | val_loss: 0.0311711 | Time: 4087.17 ms [2022-04-10 16:56:17 main:574] : INFO : Epoch 1709 | loss: 0.0311644 | val_loss: 0.0311722 | Time: 4207.99 ms [2022-04-10 16:56:21 main:574] : INFO : Epoch 1710 | loss: 0.0311646 | val_loss: 0.0311728 | Time: 4230.92 ms [2022-04-10 16:56:25 main:574] : INFO : Epoch 1711 | loss: 0.031165 | val_loss: 0.031171 | Time: 4124.4 ms [2022-04-10 16:56:29 main:574] : INFO : Epoch 1712 | loss: 0.0311657 | val_loss: 0.0311719 | Time: 4212.95 ms [2022-04-10 16:56:34 main:574] : INFO : Epoch 1713 | loss: 0.0311649 | val_loss: 0.031171 | Time: 4151.48 ms [2022-04-10 16:56:38 main:574] : INFO : Epoch 1714 | loss: 0.0311671 | val_loss: 0.0311743 | Time: 4135.3 ms [2022-04-10 16:56:42 main:574] : INFO : Epoch 1715 | loss: 0.0311651 | val_loss: 0.0311737 | Time: 4165.86 ms [2022-04-10 16:56:46 main:574] : INFO : Epoch 1716 | loss: 0.031168 | val_loss: 0.0311719 | Time: 4124.17 ms [2022-04-10 16:56:50 main:574] : INFO : Epoch 1717 | loss: 0.0311671 | val_loss: 0.0311749 | Time: 4161.22 ms [2022-04-10 16:56:54 main:574] : INFO : Epoch 1718 | loss: 0.031168 | val_loss: 0.0311717 | Time: 4206.6 ms [2022-04-10 16:56:59 main:574] : INFO : Epoch 1719 | loss: 0.0311674 | val_loss: 0.0311725 | Time: 4136.32 ms [2022-04-10 16:57:03 main:574] : INFO : Epoch 1720 | loss: 0.0311678 | val_loss: 0.0311743 | Time: 4107.09 ms [2022-04-10 16:57:07 main:574] : INFO : Epoch 1721 | loss: 0.0311658 | val_loss: 0.0311729 | Time: 4117.08 ms [2022-04-10 16:57:11 main:574] : INFO : Epoch 1722 | loss: 0.0311651 | val_loss: 0.0311727 | Time: 4082.14 ms [2022-04-10 16:57:15 main:574] : INFO : Epoch 1723 | loss: 0.0311648 | val_loss: 0.0311728 | Time: 4112.39 ms [2022-04-10 16:57:19 main:574] : INFO : Epoch 1724 | loss: 0.0311639 | val_loss: 0.0311724 | Time: 4165.09 ms [2022-04-10 16:57:23 main:574] : INFO : Epoch 1725 | loss: 0.0311636 | val_loss: 0.0311728 | Time: 4294.26 ms [2022-04-10 16:57:28 main:574] : INFO : Epoch 1726 | loss: 0.0311629 | val_loss: 0.0311745 | Time: 4128.67 ms [2022-04-10 16:57:32 main:574] : INFO : Epoch 1727 | loss: 0.0311723 | val_loss: 0.0311759 | Time: 4205.35 ms [2022-04-10 16:57:36 main:574] : INFO : Epoch 1728 | loss: 0.0311745 | val_loss: 0.0311737 | Time: 4115.4 ms [2022-04-10 16:57:40 main:574] : INFO : Epoch 1729 | loss: 0.0311702 | val_loss: 0.0311718 | Time: 4187.26 ms [2022-04-10 16:57:44 main:574] : INFO : Epoch 1730 | loss: 0.0311695 | val_loss: 0.0311724 | Time: 4289.48 ms [2022-04-10 16:57:48 main:574] : INFO : Epoch 1731 | loss: 0.0311675 | val_loss: 0.0311716 | Time: 4043.73 ms [2022-04-10 16:57:53 main:574] : INFO : Epoch 1732 | loss: 0.0311676 | val_loss: 0.031175 | Time: 4175.68 ms [2022-04-10 16:57:57 main:574] : INFO : Epoch 1733 | loss: 0.0311662 | val_loss: 0.0311712 | Time: 4170.52 ms [2022-04-10 16:58:01 main:574] : INFO : Epoch 1734 | loss: 0.0311676 | val_loss: 0.0311726 | Time: 4259.71 ms [2022-04-10 16:58:05 main:574] : INFO : Epoch 1735 | loss: 0.0311746 | val_loss: 0.0311806 | Time: 4241.79 ms [2022-04-10 16:58:10 main:574] : INFO : Epoch 1736 | loss: 0.031169 | val_loss: 0.0311713 | Time: 4423.34 ms [2022-04-10 16:58:14 main:574] : INFO : Epoch 1737 | loss: 0.031165 | val_loss: 0.0311716 | Time: 4330.32 ms [2022-04-10 16:58:18 main:574] : INFO : Epoch 1738 | loss: 0.0311639 | val_loss: 0.0311725 | Time: 4248.27 ms [2022-04-10 16:58:22 main:574] : INFO : Epoch 1739 | loss: 0.0311644 | val_loss: 0.0311728 | Time: 3727.61 ms [2022-04-10 16:58:25 main:574] : INFO : Epoch 1740 | loss: 0.0311633 | val_loss: 0.0311739 | Time: 2775.19 ms [2022-04-10 16:58:28 main:574] : INFO : Epoch 1741 | loss: 0.0311639 | val_loss: 0.0311776 | Time: 2944.04 ms [2022-04-10 16:58:31 main:574] : INFO : Epoch 1742 | loss: 0.0311641 | val_loss: 0.0311797 | Time: 2875.27 ms [2022-04-10 16:58:34 main:574] : INFO : Epoch 1743 | loss: 0.0311658 | val_loss: 0.0311738 | Time: 3125.69 ms [2022-04-10 16:58:37 main:574] : INFO : Epoch 1744 | loss: 0.0311636 | val_loss: 0.0311724 | Time: 3051.07 ms [2022-04-10 16:58:41 main:574] : INFO : Epoch 1745 | loss: 0.0311611 | val_loss: 0.03117 | Time: 3798.32 ms [2022-04-10 16:58:45 main:574] : INFO : Epoch 1746 | loss: 0.0311618 | val_loss: 0.0311743 | Time: 4052 ms [2022-04-10 16:58:48 main:574] : INFO : Epoch 1747 | loss: 0.0311624 | val_loss: 0.0311725 | Time: 2959.89 ms [2022-04-10 16:58:51 main:574] : INFO : Epoch 1748 | loss: 0.0311621 | val_loss: 0.0311743 | Time: 3086.15 ms [2022-04-10 16:58:54 main:574] : INFO : Epoch 1749 | loss: 0.0311616 | val_loss: 0.0311705 | Time: 3056.41 ms [2022-04-10 16:58:57 main:574] : INFO : Epoch 1750 | loss: 0.031164 | val_loss: 0.0311758 | Time: 3097.69 ms [2022-04-10 16:59:00 main:574] : INFO : Epoch 1751 | loss: 0.0311642 | val_loss: 0.03117 | Time: 3063.48 ms [2022-04-10 16:59:03 main:574] : INFO : Epoch 1752 | loss: 0.0311634 | val_loss: 0.0311693 | Time: 3047.44 ms [2022-04-10 16:59:06 main:574] : INFO : Epoch 1753 | loss: 0.0311625 | val_loss: 0.0311709 | Time: 3080.92 ms [2022-04-10 16:59:09 main:574] : INFO : Epoch 1754 | loss: 0.0311615 | val_loss: 0.0311697 | Time: 3041.03 ms [2022-04-10 16:59:12 main:574] : INFO : Epoch 1755 | loss: 0.0311621 | val_loss: 0.0311671 | Time: 3036.18 ms [2022-04-10 16:59:15 main:574] : INFO : Epoch 1756 | loss: 0.0311623 | val_loss: 0.031172 | Time: 3054.28 ms [2022-04-10 16:59:18 main:574] : INFO : Epoch 1757 | loss: 0.0311625 | val_loss: 0.0311718 | Time: 3040.08 ms [2022-04-10 16:59:21 main:574] : INFO : Epoch 1758 | loss: 0.0311631 | val_loss: 0.0311685 | Time: 3055.98 ms [2022-04-10 16:59:24 main:574] : INFO : Epoch 1759 | loss: 0.0311622 | val_loss: 0.0311685 | Time: 3028.57 ms [2022-04-10 16:59:27 main:574] : INFO : Epoch 1760 | loss: 0.0311618 | val_loss: 0.031169 | Time: 3051.39 ms [2022-04-10 16:59:30 main:574] : INFO : Epoch 1761 | loss: 0.0311614 | val_loss: 0.0311675 | Time: 3052.04 ms [2022-04-10 16:59:33 main:574] : INFO : Epoch 1762 | loss: 0.031162 | val_loss: 0.031167 | Time: 3052.01 ms [2022-04-10 16:59:37 main:574] : INFO : Epoch 1763 | loss: 0.0311686 | val_loss: 0.0311708 | Time: 3039.92 ms [2022-04-10 16:59:40 main:574] : INFO : Epoch 1764 | loss: 0.0311709 | val_loss: 0.0311744 | Time: 3064.56 ms [2022-04-10 16:59:43 main:574] : INFO : Epoch 1765 | loss: 0.0311686 | val_loss: 0.0311673 | Time: 3063.49 ms [2022-04-10 16:59:46 main:574] : INFO : Epoch 1766 | loss: 0.0311672 | val_loss: 0.0311677 | Time: 3077.03 ms [2022-04-10 16:59:49 main:574] : INFO : Epoch 1767 | loss: 0.0311647 | val_loss: 0.0311681 | Time: 3061.24 ms [2022-04-10 16:59:52 main:574] : INFO : Epoch 1768 | loss: 0.0311648 | val_loss: 0.0311796 | Time: 3075.69 ms [2022-04-10 16:59:55 main:574] : INFO : Epoch 1769 | loss: 0.0311704 | val_loss: 0.0311747 | Time: 3047.92 ms [2022-04-10 16:59:58 main:574] : INFO : Epoch 1770 | loss: 0.0311705 | val_loss: 0.0311729 | Time: 3060.67 ms [2022-04-10 17:00:01 main:574] : INFO : Epoch 1771 | loss: 0.0311683 | val_loss: 0.0311723 | Time: 3089.07 ms [2022-04-10 17:00:04 main:574] : INFO : Epoch 1772 | loss: 0.0311667 | val_loss: 0.0311719 | Time: 3052.36 ms [2022-04-10 17:00:07 main:574] : INFO : Epoch 1773 | loss: 0.0311663 | val_loss: 0.0311708 | Time: 3094.52 ms [2022-04-10 17:00:10 main:574] : INFO : Epoch 1774 | loss: 0.0311653 | val_loss: 0.0311728 | Time: 3044.55 ms [2022-04-10 17:00:13 main:574] : INFO : Epoch 1775 | loss: 0.0311683 | val_loss: 0.0311734 | Time: 3091.03 ms [2022-04-10 17:00:16 main:574] : INFO : Epoch 1776 | loss: 0.0311676 | val_loss: 0.0311737 | Time: 3066.85 ms [2022-04-10 17:00:19 main:574] : INFO : Epoch 1777 | loss: 0.0311668 | val_loss: 0.0311725 | Time: 3064.12 ms [2022-04-10 17:00:23 main:574] : INFO : Epoch 1778 | loss: 0.0311663 | val_loss: 0.0311713 | Time: 3075.21 ms [2022-04-10 17:00:26 main:574] : INFO : Epoch 1779 | loss: 0.0311649 | val_loss: 0.03117 | Time: 3047.27 ms [2022-04-10 17:00:29 main:574] : INFO : Epoch 1780 | loss: 0.0311646 | val_loss: 0.0311718 | Time: 3048.77 ms [2022-04-10 17:00:32 main:574] : INFO : Epoch 1781 | loss: 0.0311641 | val_loss: 0.0311704 | Time: 3078.81 ms [2022-04-10 17:00:35 main:574] : INFO : Epoch 1782 | loss: 0.0311649 | val_loss: 0.0311772 | Time: 3061.19 ms [2022-04-10 17:00:38 main:574] : INFO : Epoch 1783 | loss: 0.031167 | val_loss: 0.0311749 | Time: 3025.45 ms [2022-04-10 17:00:41 main:574] : INFO : Epoch 1784 | loss: 0.0311685 | val_loss: 0.0311739 | Time: 3039.52 ms [2022-04-10 17:00:44 main:574] : INFO : Epoch 1785 | loss: 0.0311657 | val_loss: 0.0311712 | Time: 3073.09 ms [2022-04-10 17:00:47 main:574] : INFO : Epoch 1786 | loss: 0.0311665 | val_loss: 0.0311728 | Time: 3072.59 ms [2022-04-10 17:00:50 main:574] : INFO : Epoch 1787 | loss: 0.0311674 | val_loss: 0.0311815 | Time: 3052.14 ms [2022-04-10 17:00:53 main:574] : INFO : Epoch 1788 | loss: 0.0311677 | val_loss: 0.031177 | Time: 3037.53 ms [2022-04-10 17:00:56 main:574] : INFO : Epoch 1789 | loss: 0.0311673 | val_loss: 0.0311779 | Time: 3072.23 ms [2022-04-10 17:00:59 main:574] : INFO : Epoch 1790 | loss: 0.0311651 | val_loss: 0.0311744 | Time: 3118.43 ms [2022-04-10 17:01:02 main:574] : INFO : Epoch 1791 | loss: 0.0311652 | val_loss: 0.0311737 | Time: 3014.06 ms [2022-04-10 17:01:05 main:574] : INFO : Epoch 1792 | loss: 0.0311647 | val_loss: 0.0311721 | Time: 3094.48 ms [2022-04-10 17:01:09 main:574] : INFO : Epoch 1793 | loss: 0.0311649 | val_loss: 0.0311799 | Time: 3071.92 ms [2022-04-10 17:01:12 main:574] : INFO : Epoch 1794 | loss: 0.0311672 | val_loss: 0.031177 | Time: 3054.85 ms [2022-04-10 17:01:15 main:574] : INFO : Epoch 1795 | loss: 0.0311666 | val_loss: 0.0311767 | Time: 3062.07 ms [2022-04-10 17:01:18 main:574] : INFO : Epoch 1796 | loss: 0.0311688 | val_loss: 0.031181 | Time: 3067.29 ms [2022-04-10 17:01:21 main:574] : INFO : Epoch 1797 | loss: 0.0312376 | val_loss: 0.0314848 | Time: 3045.15 ms [2022-04-10 17:01:24 main:574] : INFO : Epoch 1798 | loss: 0.0352758 | val_loss: 0.0351106 | Time: 3100.85 ms [2022-04-10 17:01:27 main:574] : INFO : Epoch 1799 | loss: 0.0328879 | val_loss: 0.0318119 | Time: 3072.33 ms [2022-04-10 17:01:30 main:574] : INFO : Epoch 1800 | loss: 0.0314991 | val_loss: 0.0313649 | Time: 3093.81 ms [2022-04-10 17:01:33 main:574] : INFO : Epoch 1801 | loss: 0.0312781 | val_loss: 0.0312504 | Time: 3046.93 ms [2022-04-10 17:01:36 main:574] : INFO : Epoch 1802 | loss: 0.0312319 | val_loss: 0.0312155 | Time: 3082.66 ms [2022-04-10 17:01:39 main:574] : INFO : Epoch 1803 | loss: 0.0312128 | val_loss: 0.0312038 | Time: 3054.42 ms [2022-04-10 17:01:42 main:574] : INFO : Epoch 1804 | loss: 0.0312015 | val_loss: 0.0311941 | Time: 3064.94 ms [2022-04-10 17:01:45 main:574] : INFO : Epoch 1805 | loss: 0.0311931 | val_loss: 0.031192 | Time: 3070.76 ms [2022-04-10 17:01:48 main:574] : INFO : Epoch 1806 | loss: 0.0311892 | val_loss: 0.0311856 | Time: 3082.64 ms [2022-04-10 17:01:51 main:574] : INFO : Epoch 1807 | loss: 0.0311878 | val_loss: 0.0311821 | Time: 3040.42 ms [2022-04-10 17:01:55 main:574] : INFO : Epoch 1808 | loss: 0.0311824 | val_loss: 0.031179 | Time: 3076.42 ms [2022-04-10 17:01:58 main:574] : INFO : Epoch 1809 | loss: 0.0311788 | val_loss: 0.0311773 | Time: 3053.38 ms [2022-04-10 17:02:01 main:574] : INFO : Epoch 1810 | loss: 0.031177 | val_loss: 0.0311749 | Time: 3037.56 ms [2022-04-10 17:02:04 main:574] : INFO : Epoch 1811 | loss: 0.0311746 | val_loss: 0.0311734 | Time: 3120.3 ms [2022-04-10 17:02:07 main:574] : INFO : Epoch 1812 | loss: 0.0311731 | val_loss: 0.0311724 | Time: 3047.77 ms [2022-04-10 17:02:10 main:574] : INFO : Epoch 1813 | loss: 0.0311728 | val_loss: 0.0311727 | Time: 3050.58 ms [2022-04-10 17:02:13 main:574] : INFO : Epoch 1814 | loss: 0.0311724 | val_loss: 0.0311721 | Time: 3063.27 ms [2022-04-10 17:02:16 main:574] : INFO : Epoch 1815 | loss: 0.0311721 | val_loss: 0.0311728 | Time: 3080.01 ms [2022-04-10 17:02:19 main:574] : INFO : Epoch 1816 | loss: 0.0311712 | val_loss: 0.0311737 | Time: 3049.16 ms [2022-04-10 17:02:22 main:574] : INFO : Epoch 1817 | loss: 0.0311719 | val_loss: 0.0311737 | Time: 3048.44 ms [2022-04-10 17:02:25 main:574] : INFO : Epoch 1818 | loss: 0.0311706 | val_loss: 0.031172 | Time: 3063.95 ms [2022-04-10 17:02:28 main:574] : INFO : Epoch 1819 | loss: 0.03117 | val_loss: 0.0311714 | Time: 3030.15 ms [2022-04-10 17:02:31 main:574] : INFO : Epoch 1820 | loss: 0.0311696 | val_loss: 0.0311718 | Time: 3018.26 ms [2022-04-10 17:02:34 main:574] : INFO : Epoch 1821 | loss: 0.0311697 | val_loss: 0.0311733 | Time: 3072.41 ms [2022-04-10 17:02:37 main:574] : INFO : Epoch 1822 | loss: 0.0311702 | val_loss: 0.0311752 | Time: 3071.07 ms [2022-04-10 17:02:40 main:574] : INFO : Epoch 1823 | loss: 0.0311699 | val_loss: 0.0311721 | Time: 3101.85 ms [2022-04-10 17:02:44 main:574] : INFO : Epoch 1824 | loss: 0.0311697 | val_loss: 0.0311737 | Time: 3053.64 ms [2022-04-10 17:02:47 main:574] : INFO : Epoch 1825 | loss: 0.0311699 | val_loss: 0.031176 | Time: 3033.5 ms [2022-04-10 17:02:50 main:574] : INFO : Epoch 1826 | loss: 0.0311703 | val_loss: 0.0311716 | Time: 3027.86 ms [2022-04-10 17:02:53 main:574] : INFO : Epoch 1827 | loss: 0.0311707 | val_loss: 0.0311724 | Time: 2946.33 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce RTX 3080 Ti) [2022-04-10 17:49:43 main:435] : INFO : Set logging level to 1 [2022-04-10 17:49:43 main:441] : INFO : Running in BOINC Client mode [2022-04-10 17:49:43 main:444] : INFO : Resolving all filenames [2022-04-10 17:49:43 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-10 17:49:43 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-10 17:49:43 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-10 17:49:43 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-10 17:49:43 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-10 17:49:43 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-10 17:49:43 main:474] : INFO : Configuration: [2022-04-10 17:49:43 main:475] : INFO : Model type: GRU [2022-04-10 17:49:43 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-10 17:49:43 main:477] : INFO : Max Epochs: 2048 [2022-04-10 17:49:43 main:478] : INFO : Batch Size: 128 [2022-04-10 17:49:43 main:479] : INFO : Learning Rate: 0.01 [2022-04-10 17:49:43 main:480] : INFO : Patience: 10 [2022-04-10 17:49:43 main:481] : INFO : Hidden Width: 12 [2022-04-10 17:49:43 main:482] : INFO : # Recurrent Layers: 4 [2022-04-10 17:49:43 main:483] : INFO : # Backend Layers: 4 [2022-04-10 17:49:43 main:484] : INFO : # Threads: 1 [2022-04-10 17:49:43 main:486] : INFO : Preparing Dataset [2022-04-10 17:49:43 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-10 17:49:43 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-10 18:07:11 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-10 18:07:11 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-10 18:07:11 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-10 18:07:11 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-10 18:07:11 main:494] : INFO : Creating Model [2022-04-10 18:07:11 main:507] : INFO : Preparing config file [2022-04-10 18:07:11 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-10 18:07:11 main:512] : INFO : Loading config [2022-04-10 18:07:11 main:514] : INFO : Loading state [2022-04-10 18:20:26 main:559] : INFO : Loading DataLoader into Memory [2022-04-10 18:20:26 main:562] : INFO : Starting Training [2022-04-10 18:21:42 main:574] : INFO : Epoch 1777 | loss: 0.0312287 | val_loss: 0.0311981 | Time: 75710.1 ms [2022-04-10 18:21:45 main:574] : INFO : Epoch 1778 | loss: 0.0311801 | val_loss: 0.031172 | Time: 3282.77 ms [2022-04-10 18:21:49 main:574] : INFO : Epoch 1779 | loss: 0.0311703 | val_loss: 0.0311692 | Time: 3218.35 ms [2022-04-10 18:21:52 main:574] : INFO : Epoch 1780 | loss: 0.0311668 | val_loss: 0.0311682 | Time: 3187.23 ms [2022-04-10 18:21:55 main:574] : INFO : Epoch 1781 | loss: 0.0311663 | val_loss: 0.0311689 | Time: 3209.27 ms [2022-04-10 18:21:58 main:574] : INFO : Epoch 1782 | loss: 0.0311681 | val_loss: 0.0311693 | Time: 3174.5 ms [2022-04-10 18:22:01 main:574] : INFO : Epoch 1783 | loss: 0.0311659 | val_loss: 0.0311757 | Time: 3196.28 ms [2022-04-10 18:22:05 main:574] : INFO : Epoch 1784 | loss: 0.0311666 | val_loss: 0.0311686 | Time: 3209.73 ms [2022-04-10 18:22:08 main:574] : INFO : Epoch 1785 | loss: 0.0311658 | val_loss: 0.0311716 | Time: 3246.14 ms [2022-04-10 18:22:11 main:574] : INFO : Epoch 1786 | loss: 0.031167 | val_loss: 0.0311725 | Time: 3235.08 ms [2022-04-10 18:22:14 main:574] : INFO : Epoch 1787 | loss: 0.0311655 | val_loss: 0.0311683 | Time: 3242.43 ms [2022-04-10 18:22:18 main:574] : INFO : Epoch 1788 | loss: 0.0311643 | val_loss: 0.0311689 | Time: 3292.71 ms [2022-04-10 18:22:21 main:574] : INFO : Epoch 1789 | loss: 0.0311643 | val_loss: 0.0311674 | Time: 3250.29 ms [2022-04-10 18:22:24 main:574] : INFO : Epoch 1790 | loss: 0.0311637 | val_loss: 0.0311677 | Time: 3224.95 ms [2022-04-10 18:22:27 main:574] : INFO : Epoch 1791 | loss: 0.0311638 | val_loss: 0.0311681 | Time: 3260.09 ms [2022-04-10 18:22:31 main:574] : INFO : Epoch 1792 | loss: 0.0311653 | val_loss: 0.0311716 | Time: 3177.42 ms [2022-04-10 18:22:34 main:574] : INFO : Epoch 1793 | loss: 0.0311636 | val_loss: 0.0311693 | Time: 3195.15 ms [2022-04-10 18:22:37 main:574] : INFO : Epoch 1794 | loss: 0.0311643 | val_loss: 0.0311746 | Time: 3210.01 ms [2022-04-10 18:22:40 main:574] : INFO : Epoch 1795 | loss: 0.0311622 | val_loss: 0.031169 | Time: 3139.08 ms [2022-04-10 18:22:43 main:574] : INFO : Epoch 1796 | loss: 0.0311624 | val_loss: 0.0311707 | Time: 3093.2 ms [2022-04-10 18:22:46 main:574] : INFO : Epoch 1797 | loss: 0.0311632 | val_loss: 0.0311708 | Time: 3125.8 ms [2022-04-10 18:22:49 main:574] : INFO : Epoch 1798 | loss: 0.031162 | val_loss: 0.0311715 | Time: 3140.05 ms [2022-04-10 18:22:53 main:574] : INFO : Epoch 1799 | loss: 0.0311617 | val_loss: 0.0311693 | Time: 3118.77 ms [2022-04-10 18:22:56 main:574] : INFO : Epoch 1800 | loss: 0.0311625 | val_loss: 0.0311693 | Time: 3115.13 ms [2022-04-10 18:22:59 main:574] : INFO : Epoch 1801 | loss: 0.0311639 | val_loss: 0.0311666 | Time: 3113.7 ms [2022-04-10 18:23:02 main:574] : INFO : Epoch 1802 | loss: 0.0311666 | val_loss: 0.0311679 | Time: 3089.28 ms [2022-04-10 18:23:05 main:574] : INFO : Epoch 1803 | loss: 0.0311632 | val_loss: 0.0311675 | Time: 3115.05 ms [2022-04-10 18:23:08 main:574] : INFO : Epoch 1804 | loss: 0.0311647 | val_loss: 0.0311685 | Time: 3134.63 ms [2022-04-10 18:23:11 main:574] : INFO : Epoch 1805 | loss: 0.0311644 | val_loss: 0.0311678 | Time: 3154.69 ms [2022-04-10 18:23:14 main:574] : INFO : Epoch 1806 | loss: 0.0311626 | val_loss: 0.0311695 | Time: 3124.98 ms [2022-04-10 18:23:18 main:574] : INFO : Epoch 1807 | loss: 0.0311622 | val_loss: 0.0311723 | Time: 3083.47 ms [2022-04-10 18:23:21 main:574] : INFO : Epoch 1808 | loss: 0.0311635 | val_loss: 0.0311693 | Time: 3103.09 ms [2022-04-10 18:23:24 main:574] : INFO : Epoch 1809 | loss: 0.0311602 | val_loss: 0.0311694 | Time: 3082.9 ms [2022-04-10 18:23:27 main:574] : INFO : Epoch 1810 | loss: 0.0311623 | val_loss: 0.0311704 | Time: 3094.78 ms [2022-04-10 18:23:30 main:574] : INFO : Epoch 1811 | loss: 0.0311594 | val_loss: 0.0311667 | Time: 3148.16 ms [2022-04-10 18:23:33 main:574] : INFO : Epoch 1812 | loss: 0.03116 | val_loss: 0.0311686 | Time: 3160.03 ms [2022-04-10 18:23:36 main:574] : INFO : Epoch 1813 | loss: 0.0311614 | val_loss: 0.0311685 | Time: 3140.07 ms [2022-04-10 18:23:39 main:574] : INFO : Epoch 1814 | loss: 0.0311621 | val_loss: 0.0311711 | Time: 3124.26 ms [2022-04-10 18:23:43 main:574] : INFO : Epoch 1815 | loss: 0.0311613 | val_loss: 0.0311697 | Time: 3107.28 ms [2022-04-10 18:23:46 main:574] : INFO : Epoch 1816 | loss: 0.0311613 | val_loss: 0.0311753 | Time: 3107.53 ms [2022-04-10 18:23:49 main:574] : INFO : Epoch 1817 | loss: 0.0311659 | val_loss: 0.0311672 | Time: 3149.38 ms [2022-04-10 18:23:52 main:574] : INFO : Epoch 1818 | loss: 0.0311644 | val_loss: 0.0311747 | Time: 3162.43 ms [2022-04-10 18:23:55 main:574] : INFO : Epoch 1819 | loss: 0.0311642 | val_loss: 0.0311713 | Time: 3094.44 ms [2022-04-10 18:23:58 main:574] : INFO : Epoch 1820 | loss: 0.0311647 | val_loss: 0.0311706 | Time: 3103.2 ms [2022-04-10 18:24:01 main:574] : INFO : Epoch 1821 | loss: 0.0311644 | val_loss: 0.0311707 | Time: 3104.86 ms [2022-04-10 18:24:04 main:574] : INFO : Epoch 1822 | loss: 0.031164 | val_loss: 0.031175 | Time: 3106.02 ms [2022-04-10 18:24:07 main:574] : INFO : Epoch 1823 | loss: 0.0311654 | val_loss: 0.0311729 | Time: 3101.49 ms [2022-04-10 18:24:11 main:574] : INFO : Epoch 1824 | loss: 0.031163 | val_loss: 0.0311705 | Time: 3136.51 ms [2022-04-10 18:24:14 main:574] : INFO : Epoch 1825 | loss: 0.0311634 | val_loss: 0.031169 | Time: 3103.85 ms [2022-04-10 18:24:17 main:574] : INFO : Epoch 1826 | loss: 0.0311652 | val_loss: 0.0311683 | Time: 3086.38 ms [2022-04-10 18:24:20 main:574] : INFO : Epoch 1827 | loss: 0.0311645 | val_loss: 0.0311698 | Time: 3073.28 ms [2022-04-10 18:24:23 main:574] : INFO : Epoch 1828 | loss: 0.0311643 | val_loss: 0.0311701 | Time: 3129.06 ms [2022-04-10 18:24:26 main:574] : INFO : Epoch 1829 | loss: 0.0311636 | val_loss: 0.0311727 | Time: 3107.99 ms [2022-04-10 18:24:29 main:574] : INFO : Epoch 1830 | loss: 0.0311628 | val_loss: 0.0311709 | Time: 3099.05 ms [2022-04-10 18:24:32 main:574] : INFO : Epoch 1831 | loss: 0.0311629 | val_loss: 0.0311725 | Time: 3084.87 ms [2022-04-10 18:24:35 main:574] : INFO : Epoch 1832 | loss: 0.0311632 | val_loss: 0.0311681 | Time: 3101.87 ms [2022-04-10 18:24:39 main:574] : INFO : Epoch 1833 | loss: 0.0311643 | val_loss: 0.0311687 | Time: 3111.44 ms [2022-04-10 18:24:42 main:574] : INFO : Epoch 1834 | loss: 0.0311625 | val_loss: 0.0311692 | Time: 3140.57 ms [2022-04-10 18:24:45 main:574] : INFO : Epoch 1835 | loss: 0.0311639 | val_loss: 0.0311685 | Time: 3132.69 ms [2022-04-10 18:24:48 main:574] : INFO : Epoch 1836 | loss: 0.0311613 | val_loss: 0.0311675 | Time: 3129.49 ms [2022-04-10 18:24:51 main:574] : INFO : Epoch 1837 | loss: 0.0311616 | val_loss: 0.0311688 | Time: 3092.66 ms [2022-04-10 18:24:54 main:574] : INFO : Epoch 1838 | loss: 0.0311618 | val_loss: 0.0311687 | Time: 3119.52 ms [2022-04-10 18:24:57 main:574] : INFO : Epoch 1839 | loss: 0.0311611 | val_loss: 0.0311718 | Time: 3132.56 ms [2022-04-10 18:25:00 main:574] : INFO : Epoch 1840 | loss: 0.0311618 | val_loss: 0.0311691 | Time: 3085.43 ms [2022-04-10 18:25:04 main:574] : INFO : Epoch 1841 | loss: 0.0311604 | val_loss: 0.0311683 | Time: 3093.67 ms [2022-04-10 18:25:07 main:574] : INFO : Epoch 1842 | loss: 0.031161 | val_loss: 0.0311679 | Time: 3117.71 ms [2022-04-10 18:25:10 main:574] : INFO : Epoch 1843 | loss: 0.0311612 | val_loss: 0.0311686 | Time: 3081.53 ms [2022-04-10 18:25:13 main:574] : INFO : Epoch 1844 | loss: 0.0311615 | val_loss: 0.0311694 | Time: 3140.37 ms [2022-04-10 18:25:16 main:574] : INFO : Epoch 1845 | loss: 0.0311612 | val_loss: 0.0311687 | Time: 3120.45 ms [2022-04-10 18:25:19 main:574] : INFO : Epoch 1846 | loss: 0.0311636 | val_loss: 0.031168 | Time: 3089.16 ms [2022-04-10 18:25:22 main:574] : INFO : Epoch 1847 | loss: 0.0311647 | val_loss: 0.0311673 | Time: 3101.59 ms [2022-04-10 18:25:25 main:574] : INFO : Epoch 1848 | loss: 0.0311641 | val_loss: 0.0311673 | Time: 3116.89 ms [2022-04-10 18:25:28 main:574] : INFO : Epoch 1849 | loss: 0.0311628 | val_loss: 0.0311669 | Time: 3127 ms [2022-04-10 18:25:32 main:574] : INFO : Epoch 1850 | loss: 0.0311634 | val_loss: 0.031171 | Time: 3115.48 ms [2022-04-10 18:25:35 main:574] : INFO : Epoch 1851 | loss: 0.0311639 | val_loss: 0.0311675 | Time: 3110 ms [2022-04-10 18:25:38 main:574] : INFO : Epoch 1852 | loss: 0.0311659 | val_loss: 0.0311788 | Time: 3110.94 ms [2022-04-10 18:25:41 main:574] : INFO : Epoch 1853 | loss: 0.0311965 | val_loss: 0.0312078 | Time: 3118.67 ms [2022-04-10 18:25:44 main:574] : INFO : Epoch 1854 | loss: 0.0312058 | val_loss: 0.0312064 | Time: 3135.03 ms [2022-04-10 18:25:47 main:574] : INFO : Epoch 1855 | loss: 0.0312064 | val_loss: 0.0312018 | Time: 3106.37 ms [2022-04-10 18:25:50 main:574] : INFO : Epoch 1856 | loss: 0.0312018 | val_loss: 0.0311948 | Time: 3122.39 ms [2022-04-10 18:25:53 main:574] : INFO : Epoch 1857 | loss: 0.0312075 | val_loss: 0.0312323 | Time: 3128.28 ms [2022-04-10 18:25:57 main:574] : INFO : Epoch 1858 | loss: 0.0312451 | val_loss: 0.0312499 | Time: 3145.77 ms [2022-04-10 18:26:00 main:574] : INFO : Epoch 1859 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 3124.1 ms [2022-04-10 18:26:03 main:574] : INFO : Epoch 1860 | loss: 0.0312502 | val_loss: 0.0312519 | Time: 3070.49 ms [2022-04-10 18:26:06 main:574] : INFO : Epoch 1861 | loss: 0.031251 | val_loss: 0.0312514 | Time: 3111.39 ms [2022-04-10 18:26:09 main:574] : INFO : Epoch 1862 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 3098.98 ms [2022-04-10 18:26:12 main:574] : INFO : Epoch 1863 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 3076.09 ms [2022-04-10 18:26:15 main:574] : INFO : Epoch 1864 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 3079.47 ms [2022-04-10 18:26:18 main:574] : INFO : Epoch 1865 | loss: 0.0312509 | val_loss: 0.0312519 | Time: 3075.95 ms [2022-04-10 18:26:21 main:574] : INFO : Epoch 1866 | loss: 0.0312513 | val_loss: 0.031251 | Time: 3097.43 ms [2022-04-10 18:26:24 main:574] : INFO : Epoch 1867 | loss: 0.0312517 | val_loss: 0.0312529 | Time: 3085.3 ms [2022-04-10 18:26:27 main:574] : INFO : Epoch 1868 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 3077.35 ms [2022-04-10 18:26:31 main:574] : INFO : Epoch 1869 | loss: 0.0312501 | val_loss: 0.031251 | Time: 3078.34 ms [2022-04-10 18:26:34 main:574] : INFO : Epoch 1870 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 3155.87 ms [2022-04-10 18:26:37 main:574] : INFO : Epoch 1871 | loss: 0.0312504 | val_loss: 0.0312493 | Time: 3228.91 ms [2022-04-10 18:26:40 main:574] : INFO : Epoch 1872 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 3303.71 ms [2022-04-10 18:26:44 main:574] : INFO : Epoch 1873 | loss: 0.0312503 | val_loss: 0.0312491 | Time: 3231.77 ms [2022-04-10 18:26:47 main:574] : INFO : Epoch 1874 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 3176.97 ms [2022-04-10 18:26:50 main:574] : INFO : Epoch 1875 | loss: 0.0312484 | val_loss: 0.0312485 | Time: 3159.78 ms [2022-04-10 18:26:53 main:574] : INFO : Epoch 1876 | loss: 0.0312486 | val_loss: 0.0312501 | Time: 3091.88 ms [2022-04-10 18:26:56 main:574] : INFO : Epoch 1877 | loss: 0.031249 | val_loss: 0.0312493 | Time: 3093.38 ms [2022-04-10 18:26:59 main:574] : INFO : Epoch 1878 | loss: 0.0312485 | val_loss: 0.031249 | Time: 3079.04 ms [2022-04-10 18:27:02 main:574] : INFO : Epoch 1879 | loss: 0.0312489 | val_loss: 0.031251 | Time: 3128.96 ms [2022-04-10 18:27:05 main:574] : INFO : Epoch 1880 | loss: 0.0312496 | val_loss: 0.031249 | Time: 3199.95 ms [2022-04-10 18:27:09 main:574] : INFO : Epoch 1881 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 3179.57 ms [2022-04-10 18:27:12 main:574] : INFO : Epoch 1882 | loss: 0.0312481 | val_loss: 0.0312491 | Time: 3156.73 ms [2022-04-10 18:27:15 main:574] : INFO : Epoch 1883 | loss: 0.0312483 | val_loss: 0.0312514 | Time: 3187.39 ms [2022-04-10 18:27:18 main:574] : INFO : Epoch 1884 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 3165.9 ms [2022-04-10 18:27:21 main:574] : INFO : Epoch 1885 | loss: 0.0312474 | val_loss: 0.0312479 | Time: 3106.99 ms [2022-04-10 18:27:24 main:574] : INFO : Epoch 1886 | loss: 0.0312466 | val_loss: 0.031248 | Time: 3122.59 ms [2022-04-10 18:27:28 main:574] : INFO : Epoch 1887 | loss: 0.0312465 | val_loss: 0.0312475 | Time: 3118.64 ms [2022-04-10 18:27:31 main:574] : INFO : Epoch 1888 | loss: 0.0312459 | val_loss: 0.0312486 | Time: 3137.32 ms [2022-04-10 18:27:34 main:574] : INFO : Epoch 1889 | loss: 0.0312474 | val_loss: 0.031251 | Time: 3142.6 ms [2022-04-10 18:27:37 main:574] : INFO : Epoch 1890 | loss: 0.0312482 | val_loss: 0.0312467 | Time: 3114.91 ms [2022-04-10 18:27:40 main:574] : INFO : Epoch 1891 | loss: 0.0312464 | val_loss: 0.031248 | Time: 3122.62 ms [2022-04-10 18:27:43 main:574] : INFO : Epoch 1892 | loss: 0.0312459 | val_loss: 0.0312468 | Time: 3082.71 ms [2022-04-10 18:27:46 main:574] : INFO : Epoch 1893 | loss: 0.0312487 | val_loss: 0.0312499 | Time: 3106.92 ms [2022-04-10 18:27:49 main:574] : INFO : Epoch 1894 | loss: 0.0312489 | val_loss: 0.0312503 | Time: 3115.17 ms [2022-04-10 18:27:52 main:574] : INFO : Epoch 1895 | loss: 0.031247 | val_loss: 0.0312473 | Time: 3095.53 ms [2022-04-10 18:27:56 main:574] : INFO : Epoch 1896 | loss: 0.0312452 | val_loss: 0.0312458 | Time: 3110.13 ms [2022-04-10 18:27:59 main:574] : INFO : Epoch 1897 | loss: 0.0312445 | val_loss: 0.031244 | Time: 3131.2 ms [2022-04-10 18:28:02 main:574] : INFO : Epoch 1898 | loss: 0.0312448 | val_loss: 0.0312451 | Time: 3108.91 ms [2022-04-10 18:28:05 main:574] : INFO : Epoch 1899 | loss: 0.031242 | val_loss: 0.0312448 | Time: 3116.47 ms [2022-04-10 18:28:08 main:574] : INFO : Epoch 1900 | loss: 0.0312434 | val_loss: 0.0312439 | Time: 3177.8 ms [2022-04-10 18:28:11 main:574] : INFO : Epoch 1901 | loss: 0.0312415 | val_loss: 0.0312428 | Time: 3120.26 ms [2022-04-10 18:28:14 main:574] : INFO : Epoch 1902 | loss: 0.0312399 | val_loss: 0.0312439 | Time: 3116.17 ms [2022-04-10 18:28:18 main:574] : INFO : Epoch 1903 | loss: 0.0312402 | val_loss: 0.0312429 | Time: 3148.33 ms [2022-04-10 18:28:21 main:574] : INFO : Epoch 1904 | loss: 0.0312388 | val_loss: 0.0312425 | Time: 3156.46 ms [2022-04-10 18:28:24 main:574] : INFO : Epoch 1905 | loss: 0.0312405 | val_loss: 0.0312424 | Time: 3147.71 ms [2022-04-10 18:28:27 main:574] : INFO : Epoch 1906 | loss: 0.0312381 | val_loss: 0.0312415 | Time: 3112.12 ms [2022-04-10 18:28:30 main:574] : INFO : Epoch 1907 | loss: 0.0312362 | val_loss: 0.0312407 | Time: 3165.77 ms [2022-04-10 18:28:33 main:574] : INFO : Epoch 1908 | loss: 0.0312346 | val_loss: 0.0312388 | Time: 3116.66 ms [2022-04-10 18:28:36 main:574] : INFO : Epoch 1909 | loss: 0.0312349 | val_loss: 0.0312379 | Time: 3123.72 ms [2022-04-10 18:28:40 main:574] : INFO : Epoch 1910 | loss: 0.031234 | val_loss: 0.0312353 | Time: 3147.85 ms [2022-04-10 18:28:43 main:574] : INFO : Epoch 1911 | loss: 0.0312336 | val_loss: 0.031232 | Time: 3198.44 ms [2022-04-10 18:28:46 main:574] : INFO : Epoch 1912 | loss: 0.0312322 | val_loss: 0.0312316 | Time: 3166.96 ms [2022-04-10 18:28:49 main:574] : INFO : Epoch 1913 | loss: 0.0312314 | val_loss: 0.0312378 | Time: 3176.37 ms [2022-04-10 18:28:52 main:574] : INFO : Epoch 1914 | loss: 0.0312307 | val_loss: 0.031229 | Time: 3131.9 ms [2022-04-10 18:28:55 main:574] : INFO : Epoch 1915 | loss: 0.0312311 | val_loss: 0.0312351 | Time: 3095.89 ms [2022-04-10 18:28:58 main:574] : INFO : Epoch 1916 | loss: 0.0312305 | val_loss: 0.0312313 | Time: 3119.89 ms [2022-04-10 18:29:02 main:574] : INFO : Epoch 1917 | loss: 0.0312276 | val_loss: 0.0312292 | Time: 3096.29 ms [2022-04-10 18:29:05 main:574] : INFO : Epoch 1918 | loss: 0.0312269 | val_loss: 0.0312285 | Time: 3108.33 ms [2022-04-10 18:29:08 main:574] : INFO : Epoch 1919 | loss: 0.0312238 | val_loss: 0.0312266 | Time: 3128.08 ms [2022-04-10 18:29:11 main:574] : INFO : Epoch 1920 | loss: 0.0312249 | val_loss: 0.0312318 | Time: 3134.32 ms [2022-04-10 18:29:14 main:574] : INFO : Epoch 1921 | loss: 0.0312246 | val_loss: 0.031226 | Time: 3104.08 ms [2022-04-10 18:29:17 main:574] : INFO : Epoch 1922 | loss: 0.0312214 | val_loss: 0.0312257 | Time: 3085.42 ms [2022-04-10 18:29:20 main:574] : INFO : Epoch 1923 | loss: 0.0312204 | val_loss: 0.0312257 | Time: 3112.9 ms [2022-04-10 18:29:23 main:574] : INFO : Epoch 1924 | loss: 0.0312203 | val_loss: 0.0312237 | Time: 3124.01 ms [2022-04-10 18:29:26 main:574] : INFO : Epoch 1925 | loss: 0.03122 | val_loss: 0.0312237 | Time: 3116.23 ms [2022-04-10 18:29:30 main:574] : INFO : Epoch 1926 | loss: 0.0312196 | val_loss: 0.0312212 | Time: 3112.54 ms [2022-04-10 18:29:33 main:574] : INFO : Epoch 1927 | loss: 0.0312181 | val_loss: 0.0312223 | Time: 3081 ms [2022-04-10 18:29:36 main:574] : INFO : Epoch 1928 | loss: 0.0312173 | val_loss: 0.0312209 | Time: 3101.97 ms [2022-04-10 18:29:39 main:574] : INFO : Epoch 1929 | loss: 0.0312161 | val_loss: 0.0312205 | Time: 3114.31 ms [2022-04-10 18:29:42 main:574] : INFO : Epoch 1930 | loss: 0.0312167 | val_loss: 0.0312188 | Time: 3129.18 ms [2022-04-10 18:29:45 main:574] : INFO : Epoch 1931 | loss: 0.0312153 | val_loss: 0.031219 | Time: 3115.03 ms [2022-04-10 18:29:48 main:574] : INFO : Epoch 1932 | loss: 0.0312137 | val_loss: 0.031222 | Time: 3142.47 ms [2022-04-10 18:29:51 main:574] : INFO : Epoch 1933 | loss: 0.0312146 | val_loss: 0.0312184 | Time: 3132.23 ms [2022-04-10 18:29:55 main:574] : INFO : Epoch 1934 | loss: 0.0312127 | val_loss: 0.0312184 | Time: 3115.99 ms [2022-04-10 18:29:58 main:574] : INFO : Epoch 1935 | loss: 0.0312134 | val_loss: 0.0312189 | Time: 3136.58 ms [2022-04-10 18:30:01 main:574] : INFO : Epoch 1936 | loss: 0.0312143 | val_loss: 0.0312179 | Time: 3130.45 ms [2022-04-10 18:30:04 main:574] : INFO : Epoch 1937 | loss: 0.0312129 | val_loss: 0.0312173 | Time: 3130.5 ms [2022-04-10 18:30:07 main:574] : INFO : Epoch 1938 | loss: 0.031212 | val_loss: 0.0312171 | Time: 3107.19 ms [2022-04-10 18:30:10 main:574] : INFO : Epoch 1939 | loss: 0.0312116 | val_loss: 0.0312152 | Time: 3116.32 ms [2022-04-10 18:30:13 main:574] : INFO : Epoch 1940 | loss: 0.0312102 | val_loss: 0.0312158 | Time: 3118.36 ms [2022-04-10 18:30:16 main:574] : INFO : Epoch 1941 | loss: 0.0312114 | val_loss: 0.031223 | Time: 3097.01 ms [2022-04-10 18:30:19 main:574] : INFO : Epoch 1942 | loss: 0.0312148 | val_loss: 0.0312171 | Time: 3119.82 ms [2022-04-10 18:30:23 main:574] : INFO : Epoch 1943 | loss: 0.0312101 | val_loss: 0.0312168 | Time: 3156.69 ms [2022-04-10 18:30:26 main:574] : INFO : Epoch 1944 | loss: 0.0312115 | val_loss: 0.0312157 | Time: 3116.37 ms [2022-04-10 18:30:29 main:574] : INFO : Epoch 1945 | loss: 0.0312091 | val_loss: 0.0312158 | Time: 3106.6 ms [2022-04-10 18:30:32 main:574] : INFO : Epoch 1946 | loss: 0.0312085 | val_loss: 0.0312168 | Time: 3119.04 ms [2022-04-10 18:30:35 main:574] : INFO : Epoch 1947 | loss: 0.0312084 | val_loss: 0.0312196 | Time: 3110.6 ms [2022-04-10 18:30:38 main:574] : INFO : Epoch 1948 | loss: 0.0312085 | val_loss: 0.0312164 | Time: 3150.02 ms [2022-04-10 18:30:41 main:574] : INFO : Epoch 1949 | loss: 0.0312073 | val_loss: 0.0312144 | Time: 3132.3 ms [2022-04-10 18:30:45 main:574] : INFO : Epoch 1950 | loss: 0.0312063 | val_loss: 0.0312152 | Time: 3125.49 ms [2022-04-10 18:30:48 main:574] : INFO : Epoch 1951 | loss: 0.0312057 | val_loss: 0.0312153 | Time: 3115.56 ms [2022-04-10 18:30:51 main:574] : INFO : Epoch 1952 | loss: 0.0312076 | val_loss: 0.0312146 | Time: 3132.43 ms [2022-04-10 18:30:54 main:574] : INFO : Epoch 1953 | loss: 0.0312058 | val_loss: 0.0312165 | Time: 3103.95 ms [2022-04-10 18:30:57 main:574] : INFO : Epoch 1954 | loss: 0.0312077 | val_loss: 0.031217 | Time: 3098.81 ms [2022-04-10 18:31:00 main:574] : INFO : Epoch 1955 | loss: 0.0312054 | val_loss: 0.0312155 | Time: 3110.53 ms [2022-04-10 18:31:03 main:574] : INFO : Epoch 1956 | loss: 0.0312053 | val_loss: 0.0312125 | Time: 3123.05 ms [2022-04-10 18:31:06 main:574] : INFO : Epoch 1957 | loss: 0.0312042 | val_loss: 0.0312125 | Time: 3134.26 ms [2022-04-10 18:31:09 main:574] : INFO : Epoch 1958 | loss: 0.0312059 | val_loss: 0.0312128 | Time: 3127.24 ms [2022-04-10 18:31:13 main:574] : INFO : Epoch 1959 | loss: 0.0312101 | val_loss: 0.0312139 | Time: 3109.93 ms [2022-04-10 18:31:16 main:574] : INFO : Epoch 1960 | loss: 0.0312106 | val_loss: 0.031213 | Time: 3123 ms [2022-04-10 18:31:19 main:574] : INFO : Epoch 1961 | loss: 0.0312064 | val_loss: 0.0312115 | Time: 3145.24 ms [2022-04-10 18:31:22 main:574] : INFO : Epoch 1962 | loss: 0.0312139 | val_loss: 0.0312201 | Time: 3145.39 ms [2022-04-10 18:31:25 main:574] : INFO : Epoch 1963 | loss: 0.0312199 | val_loss: 0.0312239 | Time: 3133.64 ms [2022-04-10 18:31:28 main:574] : INFO : Epoch 1964 | loss: 0.0312191 | val_loss: 0.0312181 | Time: 3108.72 ms [2022-04-10 18:31:31 main:574] : INFO : Epoch 1965 | loss: 0.0312144 | val_loss: 0.0312154 | Time: 3099.66 ms [2022-04-10 18:31:34 main:574] : INFO : Epoch 1966 | loss: 0.0312122 | val_loss: 0.0312158 | Time: 3099.62 ms [2022-04-10 18:31:38 main:574] : INFO : Epoch 1967 | loss: 0.0312119 | val_loss: 0.0312125 | Time: 3095.13 ms [2022-04-10 18:31:41 main:574] : INFO : Epoch 1968 | loss: 0.0312124 | val_loss: 0.031213 | Time: 3088.65 ms [2022-04-10 18:31:44 main:574] : INFO : Epoch 1969 | loss: 0.03121 | val_loss: 0.0312159 | Time: 3100.53 ms [2022-04-10 18:31:47 main:574] : INFO : Epoch 1970 | loss: 0.0312106 | val_loss: 0.0312123 | Time: 3101.56 ms [2022-04-10 18:31:50 main:574] : INFO : Epoch 1971 | loss: 0.0312088 | val_loss: 0.0312118 | Time: 3106.31 ms [2022-04-10 18:31:53 main:574] : INFO : Epoch 1972 | loss: 0.0312068 | val_loss: 0.0312113 | Time: 3107.75 ms [2022-04-10 18:31:56 main:574] : INFO : Epoch 1973 | loss: 0.0312072 | val_loss: 0.0312114 | Time: 3153.94 ms [2022-04-10 18:31:59 main:574] : INFO : Epoch 1974 | loss: 0.031207 | val_loss: 0.0312137 | Time: 3157.16 ms [2022-04-10 18:32:03 main:574] : INFO : Epoch 1975 | loss: 0.0312066 | val_loss: 0.0312144 | Time: 3119.63 ms [2022-04-10 18:32:06 main:574] : INFO : Epoch 1976 | loss: 0.0312085 | val_loss: 0.0312137 | Time: 3129.01 ms [2022-04-10 18:32:09 main:574] : INFO : Epoch 1977 | loss: 0.031207 | val_loss: 0.0312119 | Time: 3088.79 ms [2022-04-10 18:32:12 main:574] : INFO : Epoch 1978 | loss: 0.0312072 | val_loss: 0.0312125 | Time: 3100.75 ms [2022-04-10 18:32:15 main:574] : INFO : Epoch 1979 | loss: 0.031205 | val_loss: 0.0312103 | Time: 3122.43 ms [2022-04-10 18:32:18 main:574] : INFO : Epoch 1980 | loss: 0.0312047 | val_loss: 0.0312109 | Time: 3112.87 ms [2022-04-10 18:32:21 main:574] : INFO : Epoch 1981 | loss: 0.0312064 | val_loss: 0.0312111 | Time: 3133.11 ms [2022-04-10 18:32:24 main:574] : INFO : Epoch 1982 | loss: 0.0312071 | val_loss: 0.0312135 | Time: 3141.98 ms [2022-04-10 18:32:28 main:574] : INFO : Epoch 1983 | loss: 0.0312169 | val_loss: 0.0312249 | Time: 3113.16 ms [2022-04-10 18:32:31 main:574] : INFO : Epoch 1984 | loss: 0.0312166 | val_loss: 0.0312153 | Time: 3109.24 ms [2022-04-10 18:32:34 main:574] : INFO : Epoch 1985 | loss: 0.0312115 | val_loss: 0.031214 | Time: 3107 ms [2022-04-10 18:32:37 main:574] : INFO : Epoch 1986 | loss: 0.0312099 | val_loss: 0.0312127 | Time: 3119.49 ms [2022-04-10 18:32:40 main:574] : INFO : Epoch 1987 | loss: 0.0312102 | val_loss: 0.0312153 | Time: 3114.95 ms [2022-04-10 18:32:43 main:574] : INFO : Epoch 1988 | loss: 0.0312096 | val_loss: 0.0312117 | Time: 3106.37 ms [2022-04-10 18:32:46 main:574] : INFO : Epoch 1989 | loss: 0.0312077 | val_loss: 0.0312118 | Time: 3094.13 ms [2022-04-10 18:32:49 main:574] : INFO : Epoch 1990 | loss: 0.0312081 | val_loss: 0.0312126 | Time: 3099.6 ms [2022-04-10 18:32:52 main:574] : INFO : Epoch 1991 | loss: 0.031209 | val_loss: 0.0312169 | Time: 3112.25 ms [2022-04-10 18:32:56 main:574] : INFO : Epoch 1992 | loss: 0.0312113 | val_loss: 0.0312188 | Time: 3107.45 ms [2022-04-10 18:32:59 main:574] : INFO : Epoch 1993 | loss: 0.0312075 | val_loss: 0.0312121 | Time: 3103.07 ms [2022-04-10 18:33:02 main:574] : INFO : Epoch 1994 | loss: 0.0312079 | val_loss: 0.0312115 | Time: 3104.59 ms [2022-04-10 18:33:05 main:574] : INFO : Epoch 1995 | loss: 0.031208 | val_loss: 0.0312152 | Time: 3119.95 ms [2022-04-10 18:33:08 main:574] : INFO : Epoch 1996 | loss: 0.0312067 | val_loss: 0.031212 | Time: 3141.29 ms [2022-04-10 18:33:11 main:574] : INFO : Epoch 1997 | loss: 0.0312049 | val_loss: 0.0312109 | Time: 3121.3 ms [2022-04-10 18:33:14 main:574] : INFO : Epoch 1998 | loss: 0.0312043 | val_loss: 0.0312118 | Time: 3124.29 ms [2022-04-10 18:33:17 main:574] : INFO : Epoch 1999 | loss: 0.0312041 | val_loss: 0.0312105 | Time: 3128.83 ms [2022-04-10 18:33:20 main:574] : INFO : Epoch 2000 | loss: 0.0312055 | val_loss: 0.0312099 | Time: 3110.75 ms [2022-04-10 18:33:24 main:574] : INFO : Epoch 2001 | loss: 0.0312046 | val_loss: 0.0312114 | Time: 3104.79 ms [2022-04-10 18:33:27 main:574] : INFO : Epoch 2002 | loss: 0.0312053 | val_loss: 0.0312129 | Time: 3128 ms [2022-04-10 18:33:30 main:574] : INFO : Epoch 2003 | loss: 0.0312041 | val_loss: 0.03121 | Time: 3119.3 ms [2022-04-10 18:33:33 main:574] : INFO : Epoch 2004 | loss: 0.0312036 | val_loss: 0.0312102 | Time: 3118.81 ms [2022-04-10 18:33:36 main:574] : INFO : Epoch 2005 | loss: 0.0312034 | val_loss: 0.0312113 | Time: 3110.35 ms [2022-04-10 18:33:39 main:574] : INFO : Epoch 2006 | loss: 0.0312035 | val_loss: 0.0312103 | Time: 3116.18 ms [2022-04-10 18:33:42 main:574] : INFO : Epoch 2007 | loss: 0.0312031 | val_loss: 0.0312121 | Time: 3101.28 ms [2022-04-10 18:33:45 main:574] : INFO : Epoch 2008 | loss: 0.0312027 | val_loss: 0.0312111 | Time: 3081.85 ms [2022-04-10 18:33:49 main:574] : INFO : Epoch 2009 | loss: 0.0312026 | val_loss: 0.03121 | Time: 3123.22 ms [2022-04-10 18:33:52 main:574] : INFO : Epoch 2010 | loss: 0.0312025 | val_loss: 0.0312102 | Time: 3110.01 ms [2022-04-10 18:33:55 main:574] : INFO : Epoch 2011 | loss: 0.0312029 | val_loss: 0.0312119 | Time: 3109.87 ms [2022-04-10 18:33:58 main:574] : INFO : Epoch 2012 | loss: 0.0312034 | val_loss: 0.031213 | Time: 3117.71 ms [2022-04-10 18:34:01 main:574] : INFO : Epoch 2013 | loss: 0.0312028 | val_loss: 0.0312128 | Time: 3126.81 ms [2022-04-10 18:34:04 main:574] : INFO : Epoch 2014 | loss: 0.0312018 | val_loss: 0.0312115 | Time: 3103.42 ms [2022-04-10 18:34:07 main:574] : INFO : Epoch 2015 | loss: 0.031202 | val_loss: 0.031214 | Time: 3117.2 ms [2022-04-10 18:34:10 main:574] : INFO : Epoch 2016 | loss: 0.0312051 | val_loss: 0.0312151 | Time: 3140.7 ms [2022-04-10 18:34:13 main:574] : INFO : Epoch 2017 | loss: 0.0312028 | val_loss: 0.031212 | Time: 3128.59 ms [2022-04-10 18:34:17 main:574] : INFO : Epoch 2018 | loss: 0.0312013 | val_loss: 0.031211 | Time: 3116.1 ms [2022-04-10 18:34:20 main:574] : INFO : Epoch 2019 | loss: 0.0312018 | val_loss: 0.0312123 | Time: 3130.04 ms [2022-04-10 18:34:23 main:574] : INFO : Epoch 2020 | loss: 0.0312063 | val_loss: 0.0312117 | Time: 3118.14 ms [2022-04-10 18:34:26 main:574] : INFO : Epoch 2021 | loss: 0.031205 | val_loss: 0.0312103 | Time: 3133.8 ms [2022-04-10 18:34:29 main:574] : INFO : Epoch 2022 | loss: 0.0312041 | val_loss: 0.0312104 | Time: 3128.22 ms [2022-04-10 18:34:32 main:574] : INFO : Epoch 2023 | loss: 0.0312041 | val_loss: 0.0312109 | Time: 3071.57 ms [2022-04-10 18:34:35 main:574] : INFO : Epoch 2024 | loss: 0.0312039 | val_loss: 0.0312113 | Time: 3103.25 ms [2022-04-10 18:34:38 main:574] : INFO : Epoch 2025 | loss: 0.0312029 | val_loss: 0.0312117 | Time: 3111.94 ms [2022-04-10 18:34:42 main:574] : INFO : Epoch 2026 | loss: 0.0312031 | val_loss: 0.03121 | Time: 3113.67 ms [2022-04-10 18:34:45 main:574] : INFO : Epoch 2027 | loss: 0.0312056 | val_loss: 0.0312117 | Time: 3075.44 ms [2022-04-10 18:34:48 main:574] : INFO : Epoch 2028 | loss: 0.0312094 | val_loss: 0.0312115 | Time: 3094.84 ms [2022-04-10 18:34:51 main:574] : INFO : Epoch 2029 | loss: 0.0312072 | val_loss: 0.0312113 | Time: 3137.4 ms [2022-04-10 18:34:54 main:574] : INFO : Epoch 2030 | loss: 0.0312072 | val_loss: 0.0312096 | Time: 3119.77 ms [2022-04-10 18:34:57 main:574] : INFO : Epoch 2031 | loss: 0.0312062 | val_loss: 0.0312095 | Time: 3090.82 ms [2022-04-10 18:35:00 main:574] : INFO : Epoch 2032 | loss: 0.0312121 | val_loss: 0.0312127 | Time: 3117.12 ms [2022-04-10 18:35:03 main:574] : INFO : Epoch 2033 | loss: 0.0312117 | val_loss: 0.0312119 | Time: 3097.37 ms [2022-04-10 18:35:06 main:574] : INFO : Epoch 2034 | loss: 0.0312093 | val_loss: 0.0312107 | Time: 3112.96 ms [2022-04-10 18:35:10 main:574] : INFO : Epoch 2035 | loss: 0.0312068 | val_loss: 0.0312111 | Time: 3119.8 ms [2022-04-10 18:35:13 main:574] : INFO : Epoch 2036 | loss: 0.0312086 | val_loss: 0.0312097 | Time: 3139.88 ms [2022-04-10 18:35:16 main:574] : INFO : Epoch 2037 | loss: 0.0312056 | val_loss: 0.0312086 | Time: 3107.8 ms [2022-04-10 18:35:19 main:574] : INFO : Epoch 2038 | loss: 0.0312056 | val_loss: 0.0312089 | Time: 3090.8 ms [2022-04-10 18:35:22 main:574] : INFO : Epoch 2039 | loss: 0.0312049 | val_loss: 0.0312079 | Time: 3137.5 ms [2022-04-10 18:35:25 main:574] : INFO : Epoch 2040 | loss: 0.0312078 | val_loss: 0.0312143 | Time: 3107.57 ms [2022-04-10 18:35:28 main:574] : INFO : Epoch 2041 | loss: 0.0312098 | val_loss: 0.0312131 | Time: 3103.12 ms [2022-04-10 18:35:31 main:574] : INFO : Epoch 2042 | loss: 0.0312096 | val_loss: 0.0312141 | Time: 3133.81 ms [2022-04-10 18:35:34 main:574] : INFO : Epoch 2043 | loss: 0.0312078 | val_loss: 0.0312105 | Time: 3101.55 ms [2022-04-10 18:35:38 main:574] : INFO : Epoch 2044 | loss: 0.0312065 | val_loss: 0.0312099 | Time: 3110.15 ms [2022-04-10 18:35:41 main:574] : INFO : Epoch 2045 | loss: 0.0312047 | val_loss: 0.0312086 | Time: 3104.56 ms [2022-04-10 18:35:44 main:574] : INFO : Epoch 2046 | loss: 0.0312046 | val_loss: 0.031208 | Time: 3088.73 ms [2022-04-10 18:35:47 main:574] : INFO : Epoch 2047 | loss: 0.0312035 | val_loss: 0.0312073 | Time: 3091.43 ms [2022-04-10 18:35:50 main:574] : INFO : Epoch 2048 | loss: 0.0312023 | val_loss: 0.0312095 | Time: 3112.76 ms [2022-04-10 18:35:50 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312095 [2022-04-10 18:35:50 main:603] : INFO : Saving end state to config to file [2022-04-10 18:35:50 main:608] : INFO : Success, exiting.. 18:35:50 (3820): 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)