Task 14548536
| Name | ParityModified-1647044351-10295-3-0_0 |
| Workunit | 11574874 |
| Created | 8 Apr 2022, 5:51:00 UTC |
| Sent | 11 Apr 2022, 5:44:25 UTC |
| Report deadline | 19 Apr 2022, 5:44:25 UTC |
| Received | 12 Apr 2022, 2:10:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17056 |
| Run time | 5 hours 7 min 6 sec |
| CPU time | 5 hours 1 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,162.35 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.77 GB |
| Peak swap size | 4.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 04:46:49 main:574] : INFO : Epoch 1656 | loss: 0.0311811 | val_loss: 0.0311777 | Time: 3688.79 ms [2022-04-11 04:46:53 main:574] : INFO : Epoch 1657 | loss: 0.0311782 | val_loss: 0.0311785 | Time: 3721.25 ms [2022-04-11 04:46:56 main:574] : INFO : Epoch 1658 | loss: 0.0311792 | val_loss: 0.0311863 | Time: 3749.6 ms [2022-04-11 04:47:00 main:574] : INFO : Epoch 1659 | loss: 0.0311807 | val_loss: 0.0311776 | Time: 3731.26 ms [2022-04-11 04:47:04 main:574] : INFO : Epoch 1660 | loss: 0.0311789 | val_loss: 0.0311812 | Time: 3736.21 ms [2022-04-11 04:47:08 main:574] : INFO : Epoch 1661 | loss: 0.0311803 | val_loss: 0.0311825 | Time: 3737.2 ms [2022-04-11 04:47:11 main:574] : INFO : Epoch 1662 | loss: 0.0311812 | val_loss: 0.0311801 | Time: 3720.73 ms [2022-04-11 04:47:15 main:574] : INFO : Epoch 1663 | loss: 0.0311791 | val_loss: 0.031183 | Time: 3682.16 ms [2022-04-11 04:47:19 main:574] : INFO : Epoch 1664 | loss: 0.0311795 | val_loss: 0.0311758 | Time: 3736.48 ms [2022-04-11 04:47:22 main:574] : INFO : Epoch 1665 | loss: 0.0311762 | val_loss: 0.0311747 | Time: 3741.55 ms [2022-04-11 04:47:26 main:574] : INFO : Epoch 1666 | loss: 0.031175 | val_loss: 0.0311767 | Time: 3738.08 ms [2022-04-11 04:47:30 main:574] : INFO : Epoch 1667 | loss: 0.0311771 | val_loss: 0.0311785 | Time: 3743.37 ms [2022-04-11 04:47:34 main:574] : INFO : Epoch 1668 | loss: 0.0311791 | val_loss: 0.0311818 | Time: 3748.54 ms [2022-04-11 04:47:38 main:574] : INFO : Epoch 1669 | loss: 0.0311785 | val_loss: 0.0311754 | Time: 3987.21 ms [2022-04-11 04:47:42 main:574] : INFO : Epoch 1670 | loss: 0.0311778 | val_loss: 0.0311751 | Time: 4274.9 ms [2022-04-11 04:47:46 main:574] : INFO : Epoch 1671 | loss: 0.0311755 | val_loss: 0.031175 | Time: 3772.68 ms [2022-04-11 04:47:50 main:574] : INFO : Epoch 1672 | loss: 0.0311736 | val_loss: 0.0311748 | Time: 3700.68 ms [2022-04-11 04:47:53 main:574] : INFO : Epoch 1673 | loss: 0.0311743 | val_loss: 0.0311758 | Time: 3709.37 ms [2022-04-11 04:47:57 main:574] : INFO : Epoch 1674 | loss: 0.0311746 | val_loss: 0.0311756 | Time: 3665.36 ms [2022-04-11 04:48:01 main:574] : INFO : Epoch 1675 | loss: 0.0311722 | val_loss: 0.0311749 | Time: 3688.62 ms [2022-04-11 04:48:04 main:574] : INFO : Epoch 1676 | loss: 0.0311723 | val_loss: 0.0311755 | Time: 3726.06 ms [2022-04-11 04:48:08 main:574] : INFO : Epoch 1677 | loss: 0.0311719 | val_loss: 0.0311752 | Time: 3719.88 ms [2022-04-11 04:48:12 main:574] : INFO : Epoch 1678 | loss: 0.0311715 | val_loss: 0.0311743 | Time: 3690.72 ms [2022-04-11 04:48:16 main:574] : INFO : Epoch 1679 | loss: 0.0311706 | val_loss: 0.0311749 | Time: 3705.35 ms [2022-04-11 04:48:19 main:574] : INFO : Epoch 1680 | loss: 0.0311713 | val_loss: 0.0311753 | Time: 3731.29 ms [2022-04-11 04:48:23 main:574] : INFO : Epoch 1681 | loss: 0.0311734 | val_loss: 0.0311784 | Time: 3727.33 ms [2022-04-11 04:48:27 main:574] : INFO : Epoch 1682 | loss: 0.0311728 | val_loss: 0.0311739 | Time: 3730.96 ms [2022-04-11 04:48:30 main:574] : INFO : Epoch 1683 | loss: 0.0311713 | val_loss: 0.0311739 | Time: 3708.15 ms [2022-04-11 04:48:34 main:574] : INFO : Epoch 1684 | loss: 0.0311701 | val_loss: 0.0311731 | Time: 3678.25 ms [2022-04-11 04:48:38 main:574] : INFO : Epoch 1685 | loss: 0.0311694 | val_loss: 0.0311726 | Time: 3782.96 ms [2022-04-11 04:48:42 main:574] : INFO : Epoch 1686 | loss: 0.0311683 | val_loss: 0.031172 | Time: 3907.99 ms [2022-04-11 04:48:46 main:574] : INFO : Epoch 1687 | loss: 0.031169 | val_loss: 0.0311736 | Time: 4350.7 ms [2022-04-11 04:48:50 main:574] : INFO : Epoch 1688 | loss: 0.0311685 | val_loss: 0.0311732 | Time: 3779.33 ms [2022-04-11 04:48:54 main:574] : INFO : Epoch 1689 | loss: 0.0311675 | val_loss: 0.0311734 | Time: 3781.11 ms [2022-04-11 04:48:58 main:574] : INFO : Epoch 1690 | loss: 0.0311729 | val_loss: 0.0311823 | Time: 3750.42 ms [2022-04-11 04:49:01 main:574] : INFO : Epoch 1691 | loss: 0.0311763 | val_loss: 0.0311749 | Time: 3751.7 ms [2022-04-11 04:49:05 main:574] : INFO : Epoch 1692 | loss: 0.0311716 | val_loss: 0.0311731 | Time: 3735.48 ms [2022-04-11 04:49:09 main:574] : INFO : Epoch 1693 | loss: 0.0311705 | val_loss: 0.0311739 | Time: 3688.04 ms [2022-04-11 04:49:12 main:574] : INFO : Epoch 1694 | loss: 0.0311685 | val_loss: 0.0311749 | Time: 3682.97 ms [2022-04-11 04:49:16 main:574] : INFO : Epoch 1695 | loss: 0.0311695 | val_loss: 0.0311721 | Time: 3696.62 ms [2022-04-11 04:49:20 main:574] : INFO : Epoch 1696 | loss: 0.0311676 | val_loss: 0.031175 | Time: 3716.43 ms [2022-04-11 04:49:24 main:574] : INFO : Epoch 1697 | loss: 0.0311674 | val_loss: 0.0311725 | Time: 3723.66 ms [2022-04-11 04:49:27 main:574] : INFO : Epoch 1698 | loss: 0.0311663 | val_loss: 0.0311716 | Time: 3733.15 ms [2022-04-11 04:49:31 main:574] : INFO : Epoch 1699 | loss: 0.0311668 | val_loss: 0.0311758 | Time: 3771.81 ms [2022-04-11 04:49:35 main:574] : INFO : Epoch 1700 | loss: 0.0311716 | val_loss: 0.0311752 | Time: 3739.07 ms [2022-04-11 04:49:39 main:574] : INFO : Epoch 1701 | loss: 0.0311748 | val_loss: 0.0311748 | Time: 3792.42 ms [2022-04-11 04:49:42 main:574] : INFO : Epoch 1702 | loss: 0.0311766 | val_loss: 0.0311751 | Time: 3719.17 ms [2022-04-11 04:49:46 main:574] : INFO : Epoch 1703 | loss: 0.0311755 | val_loss: 0.0311753 | Time: 3992.51 ms [2022-04-11 04:49:51 main:574] : INFO : Epoch 1704 | loss: 0.0311745 | val_loss: 0.0311744 | Time: 4301.76 ms [2022-04-11 04:49:55 main:574] : INFO : Epoch 1705 | loss: 0.0311733 | val_loss: 0.0311746 | Time: 3811.1 ms [2022-04-11 04:49:58 main:574] : INFO : Epoch 1706 | loss: 0.031172 | val_loss: 0.0311746 | Time: 3734.12 ms [2022-04-11 04:50:02 main:574] : INFO : Epoch 1707 | loss: 0.0311716 | val_loss: 0.0311739 | Time: 3725.5 ms [2022-04-11 04:50:06 main:574] : INFO : Epoch 1708 | loss: 0.0311707 | val_loss: 0.0311725 | Time: 3739.8 ms [2022-04-11 04:50:10 main:574] : INFO : Epoch 1709 | loss: 0.03117 | val_loss: 0.0311741 | Time: 3665.21 ms [2022-04-11 04:50:13 main:574] : INFO : Epoch 1710 | loss: 0.0311695 | val_loss: 0.0311743 | Time: 3736.12 ms [2022-04-11 04:50:17 main:574] : INFO : Epoch 1711 | loss: 0.0311777 | val_loss: 0.031182 | Time: 3694.86 ms [2022-04-11 04:50:21 main:574] : INFO : Epoch 1712 | loss: 0.0311792 | val_loss: 0.0311809 | Time: 3743.65 ms [2022-04-11 04:50:24 main:574] : INFO : Epoch 1713 | loss: 0.0311773 | val_loss: 0.0311784 | Time: 3734.27 ms [2022-04-11 04:50:28 main:574] : INFO : Epoch 1714 | loss: 0.0311771 | val_loss: 0.0311762 | Time: 3722.73 ms [2022-04-11 04:50:32 main:574] : INFO : Epoch 1715 | loss: 0.0311767 | val_loss: 0.0311775 | Time: 3683.68 ms [2022-04-11 04:50:36 main:574] : INFO : Epoch 1716 | loss: 0.0311758 | val_loss: 0.0311762 | Time: 3699.73 ms [2022-04-11 04:50:39 main:574] : INFO : Epoch 1717 | loss: 0.0311755 | val_loss: 0.0311768 | Time: 3772.97 ms [2022-04-11 04:50:43 main:574] : INFO : Epoch 1718 | loss: 0.0311749 | val_loss: 0.0311792 | Time: 3720.5 ms [2022-04-11 04:50:47 main:574] : INFO : Epoch 1719 | loss: 0.0311752 | val_loss: 0.0311777 | Time: 3715.97 ms [2022-04-11 04:50:51 main:574] : INFO : Epoch 1720 | loss: 0.031174 | val_loss: 0.0311764 | Time: 3743.76 ms [2022-04-11 04:50:55 main:574] : INFO : Epoch 1721 | loss: 0.0311727 | val_loss: 0.0311769 | Time: 4292.87 ms [2022-04-11 04:50:59 main:574] : INFO : Epoch 1722 | loss: 0.0311741 | val_loss: 0.0311778 | Time: 3988.16 ms [2022-04-11 04:51:03 main:574] : INFO : Epoch 1723 | loss: 0.0311725 | val_loss: 0.0311793 | Time: 3779.64 ms [2022-04-11 04:51:06 main:574] : INFO : Epoch 1724 | loss: 0.0311727 | val_loss: 0.0311773 | Time: 3716.94 ms [2022-04-11 04:51:10 main:574] : INFO : Epoch 1725 | loss: 0.0311721 | val_loss: 0.0311802 | Time: 3745.36 ms [2022-04-11 04:51:14 main:574] : INFO : Epoch 1726 | loss: 0.0311728 | val_loss: 0.0311767 | Time: 3662.88 ms [2022-04-11 04:51:18 main:574] : INFO : Epoch 1727 | loss: 0.0311721 | val_loss: 0.0311775 | Time: 3705.66 ms [2022-04-11 04:51:21 main:574] : INFO : Epoch 1728 | loss: 0.0311722 | val_loss: 0.0311799 | Time: 3722.2 ms [2022-04-11 04:51:25 main:574] : INFO : Epoch 1729 | loss: 0.0311717 | val_loss: 0.0311798 | Time: 3743.89 ms [2022-04-11 04:51:29 main:574] : INFO : Epoch 1730 | loss: 0.0311729 | val_loss: 0.0311768 | Time: 3679.78 ms [2022-04-11 04:51:32 main:574] : INFO : Epoch 1731 | loss: 0.0311708 | val_loss: 0.0311752 | Time: 3707.18 ms [2022-04-11 04:51:36 main:574] : INFO : Epoch 1732 | loss: 0.0311717 | val_loss: 0.031177 | Time: 3718.04 ms [2022-04-11 04:51:40 main:574] : INFO : Epoch 1733 | loss: 0.0311708 | val_loss: 0.0311803 | Time: 3769.45 ms [2022-04-11 04:51:44 main:574] : INFO : Epoch 1734 | loss: 0.0311702 | val_loss: 0.0311789 | Time: 3675.12 ms [2022-04-11 04:51:47 main:574] : INFO : Epoch 1735 | loss: 0.0311698 | val_loss: 0.031176 | Time: 3747.79 ms [2022-04-11 04:51:51 main:574] : INFO : Epoch 1736 | loss: 0.0311699 | val_loss: 0.0311748 | Time: 3677.95 ms [2022-04-11 04:51:55 main:574] : INFO : Epoch 1737 | loss: 0.031169 | val_loss: 0.0311762 | Time: 3721.87 ms [2022-04-11 04:51:59 main:574] : INFO : Epoch 1738 | loss: 0.0311696 | val_loss: 0.0311747 | Time: 4210.88 ms [2022-04-11 04:52:03 main:574] : INFO : Epoch 1739 | loss: 0.0311698 | val_loss: 0.0311756 | Time: 4057.36 ms [2022-04-11 04:52:07 main:574] : INFO : Epoch 1740 | loss: 0.0311698 | val_loss: 0.0311792 | Time: 3777.34 ms [2022-04-11 04:52:11 main:574] : INFO : Epoch 1741 | loss: 0.0311698 | val_loss: 0.0311757 | Time: 3717.59 ms [2022-04-11 04:52:14 main:574] : INFO : Epoch 1742 | loss: 0.0311716 | val_loss: 0.0311776 | Time: 3681.11 ms [2022-04-11 04:52:18 main:574] : INFO : Epoch 1743 | loss: 0.0311711 | val_loss: 0.0311754 | Time: 3693.15 ms [2022-04-11 04:52:22 main:574] : INFO : Epoch 1744 | loss: 0.0311713 | val_loss: 0.0311793 | Time: 3679.88 ms [2022-04-11 04:52:25 main:574] : INFO : Epoch 1745 | loss: 0.0311731 | val_loss: 0.0311786 | Time: 3723 ms [2022-04-11 04:52:29 main:574] : INFO : Epoch 1746 | loss: 0.0311725 | val_loss: 0.0311759 | Time: 3721.29 ms [2022-04-11 04:52:33 main:574] : INFO : Epoch 1747 | loss: 0.0311704 | val_loss: 0.0311788 | Time: 3747.9 ms [2022-04-11 04:52:37 main:574] : INFO : Epoch 1748 | loss: 0.0311702 | val_loss: 0.0311768 | Time: 3681.29 ms [2022-04-11 04:52:40 main:574] : INFO : Epoch 1749 | loss: 0.0311684 | val_loss: 0.0311767 | Time: 3773.22 ms [2022-04-11 04:52:44 main:574] : INFO : Epoch 1750 | loss: 0.0311687 | val_loss: 0.0311778 | Time: 3699.08 ms [2022-04-11 04:52:48 main:574] : INFO : Epoch 1751 | loss: 0.0311674 | val_loss: 0.0311758 | Time: 3666.6 ms [2022-04-11 04:52:52 main:574] : INFO : Epoch 1752 | loss: 0.0311694 | val_loss: 0.0311821 | Time: 3706.7 ms [2022-04-11 04:52:55 main:574] : INFO : Epoch 1753 | loss: 0.0311706 | val_loss: 0.0311808 | Time: 3703.5 ms [2022-04-11 04:52:59 main:574] : INFO : Epoch 1754 | loss: 0.0311746 | val_loss: 0.031183 | Time: 3706.92 ms [2022-04-11 04:53:03 main:574] : INFO : Epoch 1755 | loss: 0.0311699 | val_loss: 0.0311783 | Time: 4168.14 ms [2022-04-11 04:53:07 main:574] : INFO : Epoch 1756 | loss: 0.0311662 | val_loss: 0.0311765 | Time: 4116.17 ms [2022-04-11 04:53:11 main:574] : INFO : Epoch 1757 | loss: 0.0311651 | val_loss: 0.0311762 | Time: 3720.27 ms [2022-04-11 04:53:15 main:574] : INFO : Epoch 1758 | loss: 0.0311645 | val_loss: 0.0311747 | Time: 3688.03 ms [2022-04-11 04:53:18 main:574] : INFO : Epoch 1759 | loss: 0.0311646 | val_loss: 0.0311754 | Time: 3745.72 ms [2022-04-11 04:53:22 main:574] : INFO : Epoch 1760 | loss: 0.0311627 | val_loss: 0.0311779 | Time: 3731.5 ms [2022-04-11 04:53:26 main:574] : INFO : Epoch 1761 | loss: 0.0311626 | val_loss: 0.0311776 | Time: 3734 ms [2022-04-11 04:53:30 main:574] : INFO : Epoch 1762 | loss: 0.0311623 | val_loss: 0.0311764 | Time: 3644.37 ms [2022-04-11 04:53:33 main:574] : INFO : Epoch 1763 | loss: 0.0311624 | val_loss: 0.0311767 | Time: 3738.42 ms [2022-04-11 04:53:37 main:574] : INFO : Epoch 1764 | loss: 0.0311622 | val_loss: 0.0311769 | Time: 3666.73 ms [2022-04-11 04:53:41 main:574] : INFO : Epoch 1765 | loss: 0.0311626 | val_loss: 0.0311769 | Time: 3814.5 ms [2022-04-11 04:53:45 main:574] : INFO : Epoch 1766 | loss: 0.0311617 | val_loss: 0.0311774 | Time: 3768.5 ms [2022-04-11 04:53:48 main:574] : INFO : Epoch 1767 | loss: 0.0311641 | val_loss: 0.031187 | Time: 3788.47 ms [2022-04-11 04:53:52 main:574] : INFO : Epoch 1768 | loss: 0.0311643 | val_loss: 0.0311775 | Time: 3765.07 ms [2022-04-11 04:53:56 main:574] : INFO : Epoch 1769 | loss: 0.0311617 | val_loss: 0.0311791 | Time: 3694.94 ms [2022-04-11 04:54:00 main:574] : INFO : Epoch 1770 | loss: 0.0311621 | val_loss: 0.0311772 | Time: 3729.47 ms [2022-04-11 04:54:03 main:574] : INFO : Epoch 1771 | loss: 0.0311651 | val_loss: 0.031184 | Time: 3758.5 ms [2022-04-11 04:54:08 main:574] : INFO : Epoch 1772 | loss: 0.031165 | val_loss: 0.0311792 | Time: 4160.05 ms [2022-04-11 04:54:12 main:574] : INFO : Epoch 1773 | loss: 0.031163 | val_loss: 0.0311772 | Time: 4087.64 ms [2022-04-11 04:54:15 main:574] : INFO : Epoch 1774 | loss: 0.0311624 | val_loss: 0.0311767 | Time: 3707.42 ms [2022-04-11 04:54:19 main:574] : INFO : Epoch 1775 | loss: 0.0311632 | val_loss: 0.0311775 | Time: 3759.04 ms [2022-04-11 04:54:23 main:574] : INFO : Epoch 1776 | loss: 0.0311624 | val_loss: 0.0311766 | Time: 3682.06 ms [2022-04-11 04:54:27 main:574] : INFO : Epoch 1777 | loss: 0.0311614 | val_loss: 0.0311767 | Time: 3674.48 ms [2022-04-11 04:54:30 main:574] : INFO : Epoch 1778 | loss: 0.0311602 | val_loss: 0.0311752 | Time: 3726.16 ms [2022-04-11 04:54:34 main:574] : INFO : Epoch 1779 | loss: 0.0311621 | val_loss: 0.0311735 | Time: 3733.44 ms [2022-04-11 04:54:38 main:574] : INFO : Epoch 1780 | loss: 0.0311616 | val_loss: 0.0311787 | Time: 3732.04 ms [2022-04-11 04:54:42 main:574] : INFO : Epoch 1781 | loss: 0.0311612 | val_loss: 0.0311757 | Time: 3743.93 ms [2022-04-11 04:54:45 main:574] : INFO : Epoch 1782 | loss: 0.0311599 | val_loss: 0.0311754 | Time: 3673.4 ms [2022-04-11 04:54:49 main:574] : INFO : Epoch 1783 | loss: 0.0311603 | val_loss: 0.0311769 | Time: 3720.93 ms [2022-04-11 04:54:53 main:574] : INFO : Epoch 1784 | loss: 0.0311611 | val_loss: 0.0311789 | Time: 3733.34 ms [2022-04-11 04:54:56 main:574] : INFO : Epoch 1785 | loss: 0.0311636 | val_loss: 0.0311776 | Time: 3738.1 ms [2022-04-11 04:55:00 main:574] : INFO : Epoch 1786 | loss: 0.0311627 | val_loss: 0.031177 | Time: 3759.33 ms [2022-04-11 04:55:04 main:574] : INFO : Epoch 1787 | loss: 0.0311593 | val_loss: 0.0311771 | Time: 3742.46 ms [2022-04-11 04:55:08 main:574] : INFO : Epoch 1788 | loss: 0.0311597 | val_loss: 0.0311758 | Time: 3730.85 ms [2022-04-11 04:55:12 main:574] : INFO : Epoch 1789 | loss: 0.0311603 | val_loss: 0.0311777 | Time: 4023.8 ms [2022-04-11 04:55:16 main:574] : INFO : Epoch 1790 | loss: 0.0311583 | val_loss: 0.0311754 | Time: 4198.8 ms [2022-04-11 04:55:20 main:574] : INFO : Epoch 1791 | loss: 0.0311592 | val_loss: 0.0311796 | Time: 3733.36 ms [2022-04-11 04:55:23 main:574] : INFO : Epoch 1792 | loss: 0.0311596 | val_loss: 0.0311765 | Time: 3729.08 ms [2022-04-11 04:55:27 main:574] : INFO : Epoch 1793 | loss: 0.0311587 | val_loss: 0.0311748 | Time: 3710.11 ms [2022-04-11 04:55:31 main:574] : INFO : Epoch 1794 | loss: 0.031157 | val_loss: 0.0311777 | Time: 3721.99 ms [2022-04-11 04:55:35 main:574] : INFO : Epoch 1795 | loss: 0.0311582 | val_loss: 0.0311783 | Time: 3675.52 ms [2022-04-11 04:55:38 main:574] : INFO : Epoch 1796 | loss: 0.0311577 | val_loss: 0.0311758 | Time: 3706.51 ms [2022-04-11 04:55:42 main:574] : INFO : Epoch 1797 | loss: 0.0311572 | val_loss: 0.0311772 | Time: 3774.29 ms [2022-04-11 04:55:46 main:574] : INFO : Epoch 1798 | loss: 0.0311593 | val_loss: 0.0311763 | Time: 3779.03 ms [2022-04-11 04:55:50 main:574] : INFO : Epoch 1799 | loss: 0.0311611 | val_loss: 0.031175 | Time: 3689.88 ms [2022-04-11 04:55:53 main:574] : INFO : Epoch 1800 | loss: 0.0311651 | val_loss: 0.0311769 | Time: 3744.08 ms [2022-04-11 04:55:57 main:574] : INFO : Epoch 1801 | loss: 0.0311639 | val_loss: 0.031178 | Time: 3723.38 ms [2022-04-11 04:56:01 main:574] : INFO : Epoch 1802 | loss: 0.0311651 | val_loss: 0.0311807 | Time: 3725.67 ms [2022-04-11 04:56:05 main:574] : INFO : Epoch 1803 | loss: 0.0311654 | val_loss: 0.0311766 | Time: 3715.97 ms [2022-04-11 04:56:09 main:574] : INFO : Epoch 1804 | loss: 0.0311654 | val_loss: 0.0311774 | Time: 3946.4 ms [2022-04-11 04:56:12 main:574] : INFO : Epoch 1805 | loss: 0.0311656 | val_loss: 0.0311757 | Time: 3743.38 ms [2022-04-11 04:56:16 main:574] : INFO : Epoch 1806 | loss: 0.0311651 | val_loss: 0.0311779 | Time: 4163.64 ms [2022-04-11 04:56:21 main:574] : INFO : Epoch 1807 | loss: 0.031165 | val_loss: 0.0311765 | Time: 4034.97 ms [2022-04-11 04:56:24 main:574] : INFO : Epoch 1808 | loss: 0.0311655 | val_loss: 0.0311822 | Time: 3746.81 ms [2022-04-11 04:56:28 main:574] : INFO : Epoch 1809 | loss: 0.0311629 | val_loss: 0.0311756 | Time: 3722.43 ms [2022-04-11 04:56:32 main:574] : INFO : Epoch 1810 | loss: 0.0311624 | val_loss: 0.0311784 | Time: 3764.15 ms [2022-04-11 04:56:36 main:574] : INFO : Epoch 1811 | loss: 0.0311611 | val_loss: 0.0311783 | Time: 3725.63 ms [2022-04-11 04:56:39 main:574] : INFO : Epoch 1812 | loss: 0.03116 | val_loss: 0.0311769 | Time: 3663.48 ms [2022-04-11 04:56:43 main:574] : INFO : Epoch 1813 | loss: 0.0311613 | val_loss: 0.0311787 | Time: 3746.84 ms [2022-04-11 04:56:47 main:574] : INFO : Epoch 1814 | loss: 0.0311621 | val_loss: 0.031177 | Time: 3672.82 ms [2022-04-11 04:56:50 main:574] : INFO : Epoch 1815 | loss: 0.0311621 | val_loss: 0.0311758 | Time: 3657.74 ms [2022-04-11 04:56:54 main:574] : INFO : Epoch 1816 | loss: 0.0311629 | val_loss: 0.0311775 | Time: 3720.68 ms [2022-04-11 04:56:58 main:574] : INFO : Epoch 1817 | loss: 0.0311605 | val_loss: 0.0311773 | Time: 3694.82 ms [2022-04-11 04:57:01 main:574] : INFO : Epoch 1818 | loss: 0.0311587 | val_loss: 0.0311773 | Time: 3714.5 ms [2022-04-11 04:57:05 main:574] : INFO : Epoch 1819 | loss: 0.0311585 | val_loss: 0.031178 | Time: 3725.55 ms [2022-04-11 04:57:09 main:574] : INFO : Epoch 1820 | loss: 0.0311576 | val_loss: 0.0311769 | Time: 3668.39 ms [2022-04-11 04:57:13 main:574] : INFO : Epoch 1821 | loss: 0.0311573 | val_loss: 0.0311832 | Time: 3723.53 ms [2022-04-11 04:57:16 main:574] : INFO : Epoch 1822 | loss: 0.0311592 | val_loss: 0.0311795 | Time: 3722.06 ms [2022-04-11 04:57:21 main:574] : INFO : Epoch 1823 | loss: 0.0311582 | val_loss: 0.0311773 | Time: 4284.7 ms [2022-04-11 04:57:25 main:574] : INFO : Epoch 1824 | loss: 0.031164 | val_loss: 0.0311772 | Time: 3978.39 ms [2022-04-11 04:57:28 main:574] : INFO : Epoch 1825 | loss: 0.0311685 | val_loss: 0.0311756 | Time: 3712.92 ms [2022-04-11 04:57:32 main:574] : INFO : Epoch 1826 | loss: 0.0311707 | val_loss: 0.0311736 | Time: 3663.98 ms [2022-04-11 04:57:36 main:574] : INFO : Epoch 1827 | loss: 0.0311704 | val_loss: 0.0311724 | Time: 3733.06 ms [2022-04-11 04:57:39 main:574] : INFO : Epoch 1828 | loss: 0.0311688 | val_loss: 0.0311741 | Time: 3696.93 ms [2022-04-11 04:57:43 main:574] : INFO : Epoch 1829 | loss: 0.0311668 | val_loss: 0.0311739 | Time: 3798.62 ms [2022-04-11 04:57:47 main:574] : INFO : Epoch 1830 | loss: 0.0311656 | val_loss: 0.0311718 | Time: 3709.14 ms [2022-04-11 04:57:51 main:574] : INFO : Epoch 1831 | loss: 0.0311651 | val_loss: 0.0311722 | Time: 3694.66 ms [2022-04-11 04:57:54 main:574] : INFO : Epoch 1832 | loss: 0.0311643 | val_loss: 0.0311697 | Time: 3730.11 ms [2022-04-11 04:57:58 main:574] : INFO : Epoch 1833 | loss: 0.0311639 | val_loss: 0.0311753 | Time: 3680.92 ms [2022-04-11 04:58:02 main:574] : INFO : Epoch 1834 | loss: 0.0311642 | val_loss: 0.0311754 | Time: 3727.14 ms [2022-04-11 04:58:06 main:574] : INFO : Epoch 1835 | loss: 0.0311639 | val_loss: 0.0311756 | Time: 3705.88 ms [2022-04-11 04:58:09 main:574] : INFO : Epoch 1836 | loss: 0.0311612 | val_loss: 0.0311761 | Time: 3652.71 ms [2022-04-11 04:58:13 main:574] : INFO : Epoch 1837 | loss: 0.0311618 | val_loss: 0.0311739 | Time: 3728.67 ms [2022-04-11 04:58:17 main:574] : INFO : Epoch 1838 | loss: 0.0311609 | val_loss: 0.0311723 | Time: 3711.77 ms [2022-04-11 04:58:20 main:574] : INFO : Epoch 1839 | loss: 0.0311621 | val_loss: 0.0311789 | Time: 3724.87 ms [2022-04-11 04:58:25 main:574] : INFO : Epoch 1840 | loss: 0.0311681 | val_loss: 0.0311741 | Time: 4080.03 ms [2022-04-11 04:58:29 main:574] : INFO : Epoch 1841 | loss: 0.0311665 | val_loss: 0.0311746 | Time: 4203.88 ms [2022-04-11 04:58:33 main:574] : INFO : Epoch 1842 | loss: 0.0311657 | val_loss: 0.0311726 | Time: 3725.93 ms [2022-04-11 04:58:36 main:574] : INFO : Epoch 1843 | loss: 0.0311674 | val_loss: 0.0311717 | Time: 3826.62 ms [2022-04-11 04:58:40 main:574] : INFO : Epoch 1844 | loss: 0.0311654 | val_loss: 0.0311717 | Time: 3737.07 ms [2022-04-11 04:58:44 main:574] : INFO : Epoch 1845 | loss: 0.0311644 | val_loss: 0.0311719 | Time: 3733.38 ms [2022-04-11 04:58:48 main:574] : INFO : Epoch 1846 | loss: 0.0311664 | val_loss: 0.0311726 | Time: 3735.83 ms [2022-04-11 04:58:51 main:574] : INFO : Epoch 1847 | loss: 0.0311728 | val_loss: 0.031175 | Time: 3694.6 ms [2022-04-11 04:58:55 main:574] : INFO : Epoch 1848 | loss: 0.0311737 | val_loss: 0.0311712 | Time: 3660.52 ms [2022-04-11 04:58:59 main:574] : INFO : Epoch 1849 | loss: 0.0311737 | val_loss: 0.0311763 | Time: 3714.64 ms [2022-04-11 04:59:03 main:574] : INFO : Epoch 1850 | loss: 0.0311702 | val_loss: 0.0311718 | Time: 3811.59 ms [2022-04-11 04:59:06 main:574] : INFO : Epoch 1851 | loss: 0.0311703 | val_loss: 0.0311742 | Time: 3700.16 ms [2022-04-11 04:59:10 main:574] : INFO : Epoch 1852 | loss: 0.031173 | val_loss: 0.0311772 | Time: 3691.05 ms [2022-04-11 04:59:14 main:574] : INFO : Epoch 1853 | loss: 0.0311826 | val_loss: 0.031183 | Time: 3731.41 ms [2022-04-11 04:59:17 main:574] : INFO : Epoch 1854 | loss: 0.0311917 | val_loss: 0.0311881 | Time: 3723.32 ms [2022-04-11 04:59:21 main:574] : INFO : Epoch 1855 | loss: 0.0311863 | val_loss: 0.0311847 | Time: 3688.75 ms [2022-04-11 04:59:25 main:574] : INFO : Epoch 1856 | loss: 0.0311881 | val_loss: 0.0311863 | Time: 3732.54 ms [2022-04-11 04:59:29 main:574] : INFO : Epoch 1857 | loss: 0.0311874 | val_loss: 0.0311857 | Time: 3794.18 ms [2022-04-11 04:59:33 main:574] : INFO : Epoch 1858 | loss: 0.0311844 | val_loss: 0.0311827 | Time: 4272.61 ms [2022-04-11 04:59:37 main:574] : INFO : Epoch 1859 | loss: 0.0311841 | val_loss: 0.0311828 | Time: 3804.69 ms [2022-04-11 04:59:41 main:574] : INFO : Epoch 1860 | loss: 0.0311823 | val_loss: 0.0311843 | Time: 3725.01 ms [2022-04-11 04:59:44 main:574] : INFO : Epoch 1861 | loss: 0.031184 | val_loss: 0.0311844 | Time: 3760.65 ms [2022-04-11 04:59:48 main:574] : INFO : Epoch 1862 | loss: 0.0311844 | val_loss: 0.0311884 | Time: 3652.27 ms [2022-04-11 04:59:52 main:574] : INFO : Epoch 1863 | loss: 0.0311852 | val_loss: 0.0311865 | Time: 3729.9 ms [2022-04-11 04:59:55 main:574] : INFO : Epoch 1864 | loss: 0.0311847 | val_loss: 0.0311872 | Time: 3735.37 ms [2022-04-11 04:59:59 main:574] : INFO : Epoch 1865 | loss: 0.0311833 | val_loss: 0.0311886 | Time: 3712.02 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce RTX 3070) [2022-04-11 17:00:01 main:435] : INFO : Set logging level to 1 [2022-04-11 17:00:01 main:441] : INFO : Running in BOINC Client mode [2022-04-11 17:00:01 main:444] : INFO : Resolving all filenames [2022-04-11 17:00:01 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-11 17:00:01 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-11 17:00:01 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-11 17:00:01 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-11 17:00:01 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-11 17:00:01 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-11 17:00:01 main:474] : INFO : Configuration: [2022-04-11 17:00:01 main:475] : INFO : Model type: GRU [2022-04-11 17:00:01 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-11 17:00:01 main:477] : INFO : Max Epochs: 2048 [2022-04-11 17:00:01 main:478] : INFO : Batch Size: 128 [2022-04-11 17:00:01 main:479] : INFO : Learning Rate: 0.01 [2022-04-11 17:00:01 main:480] : INFO : Patience: 10 [2022-04-11 17:00:01 main:481] : INFO : Hidden Width: 12 [2022-04-11 17:00:01 main:482] : INFO : # Recurrent Layers: 4 [2022-04-11 17:00:01 main:483] : INFO : # Backend Layers: 4 [2022-04-11 17:00:01 main:484] : INFO : # Threads: 1 [2022-04-11 17:00:01 main:486] : INFO : Preparing Dataset [2022-04-11 17:00:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-11 17:00:02 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-11 17:37:15 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-11 17:37:15 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-11 17:37:15 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-11 17:37:15 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-11 17:37:15 main:494] : INFO : Creating Model [2022-04-11 17:37:15 main:507] : INFO : Preparing config file [2022-04-11 17:37:15 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-11 17:37:15 main:512] : INFO : Loading config [2022-04-11 17:37:15 main:514] : INFO : Loading state [2022-04-11 18:10:46 main:559] : INFO : Loading DataLoader into Memory [2022-04-11 18:10:46 main:562] : INFO : Starting Training [2022-04-11 18:12:41 main:574] : INFO : Epoch 1833 | loss: 0.0311904 | val_loss: 0.0311764 | Time: 114266 ms [2022-04-11 18:12:45 main:574] : INFO : Epoch 1834 | loss: 0.0311682 | val_loss: 0.0311733 | Time: 4217.82 ms [2022-04-11 18:12:49 main:574] : INFO : Epoch 1835 | loss: 0.031167 | val_loss: 0.0311728 | Time: 4147.46 ms [2022-04-11 18:12:53 main:574] : INFO : Epoch 1836 | loss: 0.0311658 | val_loss: 0.0311705 | Time: 4086.21 ms [2022-04-11 18:12:58 main:574] : INFO : Epoch 1837 | loss: 0.0311683 | val_loss: 0.0311709 | Time: 4302.46 ms [2022-04-11 18:13:02 main:574] : INFO : Epoch 1838 | loss: 0.0311694 | val_loss: 0.0311747 | Time: 4430.79 ms [2022-04-11 18:13:06 main:574] : INFO : Epoch 1839 | loss: 0.0311748 | val_loss: 0.0311798 | Time: 4197.67 ms [2022-04-11 18:13:10 main:574] : INFO : Epoch 1840 | loss: 0.0311751 | val_loss: 0.0311757 | Time: 4223.19 ms [2022-04-11 18:13:14 main:574] : INFO : Epoch 1841 | loss: 0.0311751 | val_loss: 0.0311694 | Time: 4067.43 ms [2022-04-11 18:13:19 main:574] : INFO : Epoch 1842 | loss: 0.0311729 | val_loss: 0.0311696 | Time: 4051.89 ms [2022-04-11 18:13:23 main:574] : INFO : Epoch 1843 | loss: 0.0311775 | val_loss: 0.0311928 | Time: 4166.14 ms [2022-04-11 18:13:27 main:574] : INFO : Epoch 1844 | loss: 0.0311954 | val_loss: 0.0311891 | Time: 4285.61 ms [2022-04-11 18:13:32 main:574] : INFO : Epoch 1845 | loss: 0.0311851 | val_loss: 0.0311822 | Time: 4461.66 ms [2022-04-11 18:13:36 main:574] : INFO : Epoch 1846 | loss: 0.0311817 | val_loss: 0.0311811 | Time: 4216.02 ms [2022-04-11 18:13:40 main:574] : INFO : Epoch 1847 | loss: 0.0311822 | val_loss: 0.0311808 | Time: 4172.63 ms [2022-04-11 18:13:44 main:574] : INFO : Epoch 1848 | loss: 0.0311824 | val_loss: 0.0311809 | Time: 4164.27 ms [2022-04-11 18:13:48 main:574] : INFO : Epoch 1849 | loss: 0.0311835 | val_loss: 0.03118 | Time: 4103.19 ms [2022-04-11 18:13:53 main:574] : INFO : Epoch 1850 | loss: 0.031182 | val_loss: 0.0311813 | Time: 4386.86 ms [2022-04-11 18:13:57 main:574] : INFO : Epoch 1851 | loss: 0.0311806 | val_loss: 0.0311801 | Time: 4412.66 ms [2022-04-11 18:14:01 main:574] : INFO : Epoch 1852 | loss: 0.0311801 | val_loss: 0.0311776 | Time: 4286.71 ms [2022-04-11 18:14:06 main:574] : INFO : Epoch 1853 | loss: 0.0311813 | val_loss: 0.0311796 | Time: 4195.39 ms [2022-04-11 18:14:10 main:574] : INFO : Epoch 1854 | loss: 0.0311802 | val_loss: 0.03118 | Time: 4158.22 ms [2022-04-11 18:14:14 main:574] : INFO : Epoch 1855 | loss: 0.0311788 | val_loss: 0.0311802 | Time: 4282.82 ms [2022-04-11 18:14:18 main:574] : INFO : Epoch 1856 | loss: 0.0311792 | val_loss: 0.0311791 | Time: 3832.91 ms [2022-04-11 18:14:22 main:574] : INFO : Epoch 1857 | loss: 0.0311805 | val_loss: 0.0311842 | Time: 3773.09 ms [2022-04-11 18:14:26 main:574] : INFO : Epoch 1858 | loss: 0.031182 | val_loss: 0.0311809 | Time: 3955.61 ms [2022-04-11 18:14:30 main:574] : INFO : Epoch 1859 | loss: 0.0311816 | val_loss: 0.0311807 | Time: 4023.91 ms [2022-04-11 18:14:34 main:574] : INFO : Epoch 1860 | loss: 0.0311815 | val_loss: 0.0311798 | Time: 4279.42 ms [2022-04-11 18:14:38 main:574] : INFO : Epoch 1861 | loss: 0.0311811 | val_loss: 0.0311793 | Time: 4425.2 ms [2022-04-11 18:14:42 main:574] : INFO : Epoch 1862 | loss: 0.0311818 | val_loss: 0.0311795 | Time: 4089.56 ms [2022-04-11 18:14:47 main:574] : INFO : Epoch 1863 | loss: 0.0311817 | val_loss: 0.0311827 | Time: 4099.84 ms [2022-04-11 18:14:51 main:574] : INFO : Epoch 1864 | loss: 0.031181 | val_loss: 0.0311804 | Time: 4110.06 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce RTX 3070) [2022-04-11 19:00:45 main:435] : INFO : Set logging level to 1 [2022-04-11 19:00:45 main:441] : INFO : Running in BOINC Client mode [2022-04-11 19:00:45 main:444] : INFO : Resolving all filenames [2022-04-11 19:00:45 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-11 19:00:45 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-11 19:00:45 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-11 19:00:45 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-11 19:00:45 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-11 19:00:45 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-11 19:00:45 main:474] : INFO : Configuration: [2022-04-11 19:00:45 main:475] : INFO : Model type: GRU [2022-04-11 19:00:45 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-11 19:00:45 main:477] : INFO : Max Epochs: 2048 [2022-04-11 19:00:45 main:478] : INFO : Batch Size: 128 [2022-04-11 19:00:45 main:479] : INFO : Learning Rate: 0.01 [2022-04-11 19:00:45 main:480] : INFO : Patience: 10 [2022-04-11 19:00:45 main:481] : INFO : Hidden Width: 12 [2022-04-11 19:00:45 main:482] : INFO : # Recurrent Layers: 4 [2022-04-11 19:00:45 main:483] : INFO : # Backend Layers: 4 [2022-04-11 19:00:45 main:484] : INFO : # Threads: 1 [2022-04-11 19:00:45 main:486] : INFO : Preparing Dataset [2022-04-11 19:00:45 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-11 19:00:45 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-11 19:28:25 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-11 19:28:25 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-11 19:28:25 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-11 19:28:25 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-11 19:28:25 main:494] : INFO : Creating Model [2022-04-11 19:28:25 main:507] : INFO : Preparing config file [2022-04-11 19:28:25 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-11 19:28:25 main:512] : INFO : Loading config [2022-04-11 19:28:25 main:514] : INFO : Loading state [2022-04-11 19:52:57 main:559] : INFO : Loading DataLoader into Memory [2022-04-11 19:52:57 main:562] : INFO : Starting Training [2022-04-11 19:54:48 main:574] : INFO : Epoch 1834 | loss: 0.0312188 | val_loss: 0.0311892 | Time: 110990 ms [2022-04-11 19:54:52 main:574] : INFO : Epoch 1835 | loss: 0.0311702 | val_loss: 0.0311738 | Time: 3863.45 ms [2022-04-11 19:54:56 main:574] : INFO : Epoch 1836 | loss: 0.0311662 | val_loss: 0.0311736 | Time: 3844.56 ms [2022-04-11 19:55:00 main:574] : INFO : Epoch 1837 | loss: 0.0311658 | val_loss: 0.0311731 | Time: 3923.62 ms [2022-04-11 19:55:04 main:574] : INFO : Epoch 1838 | loss: 0.0311653 | val_loss: 0.0311742 | Time: 3858.92 ms [2022-04-11 19:55:08 main:574] : INFO : Epoch 1839 | loss: 0.0311643 | val_loss: 0.0311723 | Time: 3829.05 ms [2022-04-11 19:55:12 main:574] : INFO : Epoch 1840 | loss: 0.0311643 | val_loss: 0.0311732 | Time: 3836.02 ms [2022-04-11 19:55:16 main:574] : INFO : Epoch 1841 | loss: 0.0311659 | val_loss: 0.0311752 | Time: 3811.68 ms [2022-04-11 19:55:19 main:574] : INFO : Epoch 1842 | loss: 0.0311656 | val_loss: 0.0311748 | Time: 3899.47 ms [2022-04-11 19:55:23 main:574] : INFO : Epoch 1843 | loss: 0.0311701 | val_loss: 0.0311767 | Time: 3816.6 ms [2022-04-11 19:55:27 main:574] : INFO : Epoch 1844 | loss: 0.0311696 | val_loss: 0.0311763 | Time: 3855.52 ms [2022-04-11 19:55:31 main:574] : INFO : Epoch 1845 | loss: 0.0311682 | val_loss: 0.0311738 | Time: 3846.29 ms [2022-04-11 19:55:35 main:574] : INFO : Epoch 1846 | loss: 0.0311685 | val_loss: 0.0311756 | Time: 3828.66 ms [2022-04-11 19:55:39 main:574] : INFO : Epoch 1847 | loss: 0.0311668 | val_loss: 0.0311742 | Time: 3826.01 ms [2022-04-11 19:55:43 main:574] : INFO : Epoch 1848 | loss: 0.0311667 | val_loss: 0.0311744 | Time: 4371.01 ms [2022-04-11 19:55:47 main:574] : INFO : Epoch 1849 | loss: 0.0311648 | val_loss: 0.0311742 | Time: 4092.72 ms [2022-04-11 19:55:51 main:574] : INFO : Epoch 1850 | loss: 0.0311656 | val_loss: 0.0311745 | Time: 3851.75 ms [2022-04-11 19:55:55 main:574] : INFO : Epoch 1851 | loss: 0.0311644 | val_loss: 0.0311741 | Time: 3850.53 ms [2022-04-11 19:55:59 main:574] : INFO : Epoch 1852 | loss: 0.0311629 | val_loss: 0.0311725 | Time: 3849.59 ms [2022-04-11 19:56:03 main:574] : INFO : Epoch 1853 | loss: 0.0311639 | val_loss: 0.0311726 | Time: 3819.35 ms [2022-04-11 19:56:07 main:574] : INFO : Epoch 1854 | loss: 0.0311665 | val_loss: 0.031171 | Time: 3899.34 ms [2022-04-11 19:56:11 main:574] : INFO : Epoch 1855 | loss: 0.0311645 | val_loss: 0.0311703 | Time: 4157.59 ms [2022-04-11 19:56:15 main:574] : INFO : Epoch 1856 | loss: 0.0311637 | val_loss: 0.0311691 | Time: 3812.47 ms [2022-04-11 19:56:18 main:574] : INFO : Epoch 1857 | loss: 0.0311635 | val_loss: 0.031173 | Time: 3895.58 ms [2022-04-11 19:56:22 main:574] : INFO : Epoch 1858 | loss: 0.031161 | val_loss: 0.0311706 | Time: 3834.52 ms [2022-04-11 19:56:26 main:574] : INFO : Epoch 1859 | loss: 0.0311608 | val_loss: 0.0311698 | Time: 3857.97 ms [2022-04-11 19:56:30 main:574] : INFO : Epoch 1860 | loss: 0.0311624 | val_loss: 0.03117 | Time: 3832.49 ms [2022-04-11 19:56:34 main:574] : INFO : Epoch 1861 | loss: 0.0311611 | val_loss: 0.0311689 | Time: 3874.36 ms [2022-04-11 19:56:38 main:574] : INFO : Epoch 1862 | loss: 0.0311581 | val_loss: 0.0311699 | Time: 3850.5 ms [2022-04-11 19:56:42 main:574] : INFO : Epoch 1863 | loss: 0.0311578 | val_loss: 0.0311697 | Time: 3832.53 ms [2022-04-11 19:56:46 main:574] : INFO : Epoch 1864 | loss: 0.0311579 | val_loss: 0.0311701 | Time: 4076.02 ms [2022-04-11 19:56:50 main:574] : INFO : Epoch 1865 | loss: 0.0311572 | val_loss: 0.0311704 | Time: 4380.92 ms [2022-04-11 19:56:54 main:574] : INFO : Epoch 1866 | loss: 0.0311562 | val_loss: 0.0311685 | Time: 3863.45 ms [2022-04-11 19:56:58 main:574] : INFO : Epoch 1867 | loss: 0.0311549 | val_loss: 0.0311727 | Time: 3821.7 ms [2022-04-11 19:57:02 main:574] : INFO : Epoch 1868 | loss: 0.0311558 | val_loss: 0.0311699 | Time: 3879.62 ms [2022-04-11 19:57:06 main:574] : INFO : Epoch 1869 | loss: 0.031158 | val_loss: 0.031171 | Time: 3822.59 ms [2022-04-11 19:57:09 main:574] : INFO : Epoch 1870 | loss: 0.0311567 | val_loss: 0.0311717 | Time: 3815.4 ms [2022-04-11 19:57:13 main:574] : INFO : Epoch 1871 | loss: 0.031159 | val_loss: 0.0311687 | Time: 3838.77 ms [2022-04-11 19:57:17 main:574] : INFO : Epoch 1872 | loss: 0.0311557 | val_loss: 0.0311727 | Time: 3822.62 ms [2022-04-11 19:57:21 main:574] : INFO : Epoch 1873 | loss: 0.0311546 | val_loss: 0.0311684 | Time: 3845.65 ms [2022-04-11 19:57:25 main:574] : INFO : Epoch 1874 | loss: 0.0311529 | val_loss: 0.0311721 | Time: 3867.32 ms [2022-04-11 19:57:29 main:574] : INFO : Epoch 1875 | loss: 0.0311514 | val_loss: 0.031173 | Time: 3822.55 ms [2022-04-11 19:57:32 main:574] : INFO : Epoch 1876 | loss: 0.0311518 | val_loss: 0.031172 | Time: 3871.66 ms [2022-04-11 19:57:36 main:574] : INFO : Epoch 1877 | loss: 0.0311525 | val_loss: 0.03117 | Time: 3848.51 ms [2022-04-11 19:57:40 main:574] : INFO : Epoch 1878 | loss: 0.031151 | val_loss: 0.0311716 | Time: 3865.73 ms [2022-04-11 19:57:44 main:574] : INFO : Epoch 1879 | loss: 0.0311519 | val_loss: 0.0311719 | Time: 3836.81 ms [2022-04-11 19:57:48 main:574] : INFO : Epoch 1880 | loss: 0.0311515 | val_loss: 0.0311721 | Time: 3947.18 ms [2022-04-11 19:57:52 main:574] : INFO : Epoch 1881 | loss: 0.0311522 | val_loss: 0.0311699 | Time: 4402.63 ms [2022-04-11 19:57:56 main:574] : INFO : Epoch 1882 | loss: 0.031152 | val_loss: 0.0311688 | Time: 4018.61 ms [2022-04-11 19:58:00 main:574] : INFO : Epoch 1883 | loss: 0.0311608 | val_loss: 0.031174 | Time: 3888.44 ms [2022-04-11 19:58:04 main:574] : INFO : Epoch 1884 | loss: 0.0311618 | val_loss: 0.0311684 | Time: 3822.69 ms [2022-04-11 19:58:08 main:574] : INFO : Epoch 1885 | loss: 0.0311595 | val_loss: 0.0311719 | Time: 3907.09 ms [2022-04-11 19:58:12 main:574] : INFO : Epoch 1886 | loss: 0.0311576 | val_loss: 0.0311685 | Time: 3824.37 ms [2022-04-11 19:58:16 main:574] : INFO : Epoch 1887 | loss: 0.0311553 | val_loss: 0.0311687 | Time: 3820.84 ms [2022-04-11 19:58:20 main:574] : INFO : Epoch 1888 | loss: 0.0311536 | val_loss: 0.0311679 | Time: 3856.81 ms [2022-04-11 19:58:23 main:574] : INFO : Epoch 1889 | loss: 0.0311523 | val_loss: 0.0311689 | Time: 3802.62 ms [2022-04-11 19:58:27 main:574] : INFO : Epoch 1890 | loss: 0.0311539 | val_loss: 0.0311705 | Time: 3896.64 ms [2022-04-11 19:58:31 main:574] : INFO : Epoch 1891 | loss: 0.0311548 | val_loss: 0.0311737 | Time: 3921.5 ms [2022-04-11 19:58:35 main:574] : INFO : Epoch 1892 | loss: 0.0311527 | val_loss: 0.0311691 | Time: 3838.27 ms [2022-04-11 19:58:39 main:574] : INFO : Epoch 1893 | loss: 0.0311532 | val_loss: 0.0311728 | Time: 3876.4 ms [2022-04-11 19:58:43 main:574] : INFO : Epoch 1894 | loss: 0.0311517 | val_loss: 0.0311733 | Time: 3800.8 ms [2022-04-11 19:58:47 main:574] : INFO : Epoch 1895 | loss: 0.0311518 | val_loss: 0.0311751 | Time: 4021.59 ms [2022-04-11 19:58:51 main:574] : INFO : Epoch 1896 | loss: 0.0311523 | val_loss: 0.0311709 | Time: 3887.79 ms [2022-04-11 19:58:55 main:574] : INFO : Epoch 1897 | loss: 0.0311502 | val_loss: 0.0311691 | Time: 4071.21 ms [2022-04-11 19:58:59 main:574] : INFO : Epoch 1898 | loss: 0.0311504 | val_loss: 0.0311694 | Time: 4367.48 ms [2022-04-11 19:59:03 main:574] : INFO : Epoch 1899 | loss: 0.0311494 | val_loss: 0.0311718 | Time: 3941.01 ms [2022-04-11 19:59:07 main:574] : INFO : Epoch 1900 | loss: 0.0311491 | val_loss: 0.0311732 | Time: 3884.43 ms [2022-04-11 19:59:11 main:574] : INFO : Epoch 1901 | loss: 0.0311491 | val_loss: 0.031168 | Time: 3861.13 ms [2022-04-11 19:59:15 main:574] : INFO : Epoch 1902 | loss: 0.0311505 | val_loss: 0.0311746 | Time: 3834.92 ms [2022-04-11 19:59:19 main:574] : INFO : Epoch 1903 | loss: 0.0311494 | val_loss: 0.0311701 | Time: 3837.05 ms [2022-04-11 19:59:23 main:574] : INFO : Epoch 1904 | loss: 0.0311529 | val_loss: 0.0311761 | Time: 3832.47 ms [2022-04-11 19:59:26 main:574] : INFO : Epoch 1905 | loss: 0.0311561 | val_loss: 0.0311698 | Time: 3869.9 ms [2022-04-11 19:59:30 main:574] : INFO : Epoch 1906 | loss: 0.0311527 | val_loss: 0.0311708 | Time: 3803.74 ms [2022-04-11 19:59:34 main:574] : INFO : Epoch 1907 | loss: 0.0311508 | val_loss: 0.0311714 | Time: 3906.55 ms [2022-04-11 19:59:38 main:574] : INFO : Epoch 1908 | loss: 0.0311511 | val_loss: 0.0311727 | Time: 3880.2 ms [2022-04-11 19:59:42 main:574] : INFO : Epoch 1909 | loss: 0.0311505 | val_loss: 0.03117 | Time: 3848.53 ms [2022-04-11 19:59:46 main:574] : INFO : Epoch 1910 | loss: 0.0311491 | val_loss: 0.0311705 | Time: 3842.27 ms [2022-04-11 19:59:50 main:574] : INFO : Epoch 1911 | loss: 0.0311481 | val_loss: 0.0311688 | Time: 3850.85 ms [2022-04-11 19:59:53 main:574] : INFO : Epoch 1912 | loss: 0.0311481 | val_loss: 0.0311735 | Time: 3823.89 ms [2022-04-11 19:59:57 main:574] : INFO : Epoch 1913 | loss: 0.0311545 | val_loss: 0.0311681 | Time: 3969.9 ms [2022-04-11 20:00:02 main:574] : INFO : Epoch 1914 | loss: 0.0311556 | val_loss: 0.0311665 | Time: 4409.33 ms [2022-04-11 20:00:06 main:574] : INFO : Epoch 1915 | loss: 0.0311519 | val_loss: 0.0311668 | Time: 3922.98 ms [2022-04-11 20:00:10 main:574] : INFO : Epoch 1916 | loss: 0.0311508 | val_loss: 0.0311672 | Time: 3869.76 ms [2022-04-11 20:00:14 main:574] : INFO : Epoch 1917 | loss: 0.0311498 | val_loss: 0.031164 | Time: 3836.45 ms [2022-04-11 20:00:17 main:574] : INFO : Epoch 1918 | loss: 0.0311495 | val_loss: 0.0311651 | Time: 3850.21 ms [2022-04-11 20:00:21 main:574] : INFO : Epoch 1919 | loss: 0.0311519 | val_loss: 0.0311702 | Time: 3793.27 ms [2022-04-11 20:00:25 main:574] : INFO : Epoch 1920 | loss: 0.0311517 | val_loss: 0.0311659 | Time: 3819.66 ms [2022-04-11 20:00:29 main:574] : INFO : Epoch 1921 | loss: 0.0311524 | val_loss: 0.0311681 | Time: 3826.32 ms [2022-04-11 20:00:33 main:574] : INFO : Epoch 1922 | loss: 0.0311513 | val_loss: 0.031173 | Time: 3909.71 ms [2022-04-11 20:00:37 main:574] : INFO : Epoch 1923 | loss: 0.0311526 | val_loss: 0.0311699 | Time: 3895.91 ms [2022-04-11 20:00:41 main:574] : INFO : Epoch 1924 | loss: 0.0311509 | val_loss: 0.0311662 | Time: 3866.53 ms [2022-04-11 20:00:45 main:574] : INFO : Epoch 1925 | loss: 0.0311492 | val_loss: 0.0311662 | Time: 3884 ms [2022-04-11 20:00:48 main:574] : INFO : Epoch 1926 | loss: 0.0311492 | val_loss: 0.0311702 | Time: 3830.4 ms [2022-04-11 20:00:52 main:574] : INFO : Epoch 1927 | loss: 0.0311493 | val_loss: 0.0311679 | Time: 3831.04 ms [2022-04-11 20:00:57 main:574] : INFO : Epoch 1928 | loss: 0.0311475 | val_loss: 0.031168 | Time: 4474.68 ms [2022-04-11 20:01:02 main:574] : INFO : Epoch 1929 | loss: 0.0311494 | val_loss: 0.0311726 | Time: 5312.16 ms [2022-04-11 20:01:27 main:574] : INFO : Epoch 1930 | loss: 0.0311462 | val_loss: 0.0311709 | Time: 25250.5 ms [2022-04-11 20:01:32 main:574] : INFO : Epoch 1931 | loss: 0.0311457 | val_loss: 0.0311711 | Time: 4641.1 ms [2022-04-11 20:01:47 main:574] : INFO : Epoch 1932 | loss: 0.0311444 | val_loss: 0.0311695 | Time: 15071.2 ms [2022-04-11 20:01:52 main:574] : INFO : Epoch 1933 | loss: 0.0311439 | val_loss: 0.0311683 | Time: 4742.06 ms [2022-04-11 20:02:07 main:574] : INFO : Epoch 1934 | loss: 0.0311442 | val_loss: 0.0311798 | Time: 15066.5 ms [2022-04-11 20:02:12 main:574] : INFO : Epoch 1935 | loss: 0.0311448 | val_loss: 0.0311673 | Time: 4834.94 ms [2022-04-11 20:02:27 main:574] : INFO : Epoch 1936 | loss: 0.0311425 | val_loss: 0.0311701 | Time: 14945.8 ms [2022-04-11 20:02:31 main:574] : INFO : Epoch 1937 | loss: 0.0311458 | val_loss: 0.031172 | Time: 4311.3 ms [2022-04-11 20:02:35 main:574] : INFO : Epoch 1938 | loss: 0.0311465 | val_loss: 0.0311684 | Time: 4398.88 ms [2022-04-11 20:02:40 main:574] : INFO : Epoch 1939 | loss: 0.0311466 | val_loss: 0.0311688 | Time: 4385.15 ms [2022-04-11 20:02:44 main:574] : INFO : Epoch 1940 | loss: 0.031145 | val_loss: 0.0311677 | Time: 4352.36 ms [2022-04-11 20:02:49 main:574] : INFO : Epoch 1941 | loss: 0.0311443 | val_loss: 0.0311706 | Time: 4367.12 ms [2022-04-11 20:02:53 main:574] : INFO : Epoch 1942 | loss: 0.0311455 | val_loss: 0.03117 | Time: 4288.97 ms [2022-04-11 20:02:57 main:574] : INFO : Epoch 1943 | loss: 0.0311439 | val_loss: 0.0311704 | Time: 4258.65 ms [2022-04-11 20:03:02 main:574] : INFO : Epoch 1944 | loss: 0.0311498 | val_loss: 0.0311675 | Time: 4377.19 ms [2022-04-11 20:03:06 main:574] : INFO : Epoch 1945 | loss: 0.0311514 | val_loss: 0.0311698 | Time: 4462.87 ms [2022-04-11 20:03:10 main:574] : INFO : Epoch 1946 | loss: 0.0311497 | val_loss: 0.0311698 | Time: 4451.91 ms [2022-04-11 20:03:15 main:574] : INFO : Epoch 1947 | loss: 0.0311488 | val_loss: 0.0311713 | Time: 4769.03 ms [2022-04-11 20:03:20 main:574] : INFO : Epoch 1948 | loss: 0.0311486 | val_loss: 0.031174 | Time: 4398.68 ms [2022-04-11 20:03:24 main:574] : INFO : Epoch 1949 | loss: 0.031148 | val_loss: 0.0311715 | Time: 4346.88 ms [2022-04-11 20:03:28 main:574] : INFO : Epoch 1950 | loss: 0.0311446 | val_loss: 0.0311712 | Time: 4366.77 ms [2022-04-11 20:03:33 main:574] : INFO : Epoch 1951 | loss: 0.0311437 | val_loss: 0.0311724 | Time: 4341.49 ms [2022-04-11 20:03:37 main:574] : INFO : Epoch 1952 | loss: 0.0311429 | val_loss: 0.0311687 | Time: 4367.83 ms [2022-04-11 20:03:42 main:574] : INFO : Epoch 1953 | loss: 0.0311432 | val_loss: 0.0311699 | Time: 4372.78 ms [2022-04-11 20:03:46 main:574] : INFO : Epoch 1954 | loss: 0.0311462 | val_loss: 0.0311729 | Time: 4394.36 ms [2022-04-11 20:03:50 main:574] : INFO : Epoch 1955 | loss: 0.0311458 | val_loss: 0.0311766 | Time: 4371.23 ms [2022-04-11 20:03:55 main:574] : INFO : Epoch 1956 | loss: 0.0311438 | val_loss: 0.031172 | Time: 4204.29 ms [2022-04-11 20:03:58 main:574] : INFO : Epoch 1957 | loss: 0.0311407 | val_loss: 0.0311729 | Time: 3855.7 ms [2022-04-11 20:04:02 main:574] : INFO : Epoch 1958 | loss: 0.0311403 | val_loss: 0.0311704 | Time: 3892.39 ms [2022-04-11 20:04:06 main:574] : INFO : Epoch 1959 | loss: 0.0311414 | val_loss: 0.0311722 | Time: 3850.32 ms [2022-04-11 20:04:10 main:574] : INFO : Epoch 1960 | loss: 0.0311449 | val_loss: 0.0311703 | Time: 3911.48 ms [2022-04-11 20:04:14 main:574] : INFO : Epoch 1961 | loss: 0.0311449 | val_loss: 0.0311719 | Time: 3825.95 ms [2022-04-11 20:04:18 main:574] : INFO : Epoch 1962 | loss: 0.0311451 | val_loss: 0.0311742 | Time: 4341.04 ms [2022-04-11 20:04:22 main:574] : INFO : Epoch 1963 | loss: 0.0311456 | val_loss: 0.0311729 | Time: 4167.64 ms [2022-04-11 20:04:26 main:574] : INFO : Epoch 1964 | loss: 0.0311466 | val_loss: 0.0311682 | Time: 3875.07 ms [2022-04-11 20:04:30 main:574] : INFO : Epoch 1965 | loss: 0.0311489 | val_loss: 0.0311701 | Time: 3817.14 ms [2022-04-11 20:04:34 main:574] : INFO : Epoch 1966 | loss: 0.0311506 | val_loss: 0.0311706 | Time: 3838.54 ms [2022-04-11 20:04:38 main:574] : INFO : Epoch 1967 | loss: 0.031149 | val_loss: 0.031174 | Time: 3855.15 ms [2022-04-11 20:04:42 main:574] : INFO : Epoch 1968 | loss: 0.0311483 | val_loss: 0.0311695 | Time: 3839.14 ms [2022-04-11 20:04:46 main:574] : INFO : Epoch 1969 | loss: 0.0311471 | val_loss: 0.0311695 | Time: 3843.1 ms [2022-04-11 20:04:50 main:574] : INFO : Epoch 1970 | loss: 0.0311454 | val_loss: 0.0311731 | Time: 3873.35 ms [2022-04-11 20:04:53 main:574] : INFO : Epoch 1971 | loss: 0.0311434 | val_loss: 0.031172 | Time: 3797.91 ms [2022-04-11 20:04:57 main:574] : INFO : Epoch 1972 | loss: 0.0311456 | val_loss: 0.0311725 | Time: 3818.48 ms [2022-04-11 20:05:01 main:574] : INFO : Epoch 1973 | loss: 0.031151 | val_loss: 0.0311708 | Time: 3856.16 ms [2022-04-11 20:05:05 main:574] : INFO : Epoch 1974 | loss: 0.0311484 | val_loss: 0.0311726 | Time: 3869.24 ms [2022-04-11 20:05:09 main:574] : INFO : Epoch 1975 | loss: 0.0311473 | val_loss: 0.0311686 | Time: 3877.44 ms [2022-04-11 20:05:13 main:574] : INFO : Epoch 1976 | loss: 0.0311483 | val_loss: 0.0311725 | Time: 3842.25 ms [2022-04-11 20:05:16 main:574] : INFO : Epoch 1977 | loss: 0.031149 | val_loss: 0.0311706 | Time: 3835.36 ms [2022-04-11 20:05:20 main:574] : INFO : Epoch 1978 | loss: 0.0311485 | val_loss: 0.0311708 | Time: 3872.3 ms [2022-04-11 20:05:25 main:574] : INFO : Epoch 1979 | loss: 0.0311463 | val_loss: 0.0311697 | Time: 4406.68 ms [2022-04-11 20:05:29 main:574] : INFO : Epoch 1980 | loss: 0.0311461 | val_loss: 0.0311761 | Time: 4018.81 ms [2022-04-11 20:05:33 main:574] : INFO : Epoch 1981 | loss: 0.0311463 | val_loss: 0.0311722 | Time: 3872.86 ms [2022-04-11 20:05:37 main:574] : INFO : Epoch 1982 | loss: 0.0311461 | val_loss: 0.0311772 | Time: 3865.33 ms [2022-04-11 20:05:40 main:574] : INFO : Epoch 1983 | loss: 0.0311446 | val_loss: 0.0311761 | Time: 3896 ms [2022-04-11 20:05:44 main:574] : INFO : Epoch 1984 | loss: 0.031144 | val_loss: 0.031178 | Time: 3812.04 ms [2022-04-11 20:05:48 main:574] : INFO : Epoch 1985 | loss: 0.0311432 | val_loss: 0.031175 | Time: 3853.07 ms [2022-04-11 20:05:52 main:574] : INFO : Epoch 1986 | loss: 0.0311405 | val_loss: 0.0311743 | Time: 3866.45 ms [2022-04-11 20:05:56 main:574] : INFO : Epoch 1987 | loss: 0.0311414 | val_loss: 0.0311749 | Time: 3813.14 ms [2022-04-11 20:06:00 main:574] : INFO : Epoch 1988 | loss: 0.0311415 | val_loss: 0.0311769 | Time: 3821.86 ms [2022-04-11 20:06:04 main:574] : INFO : Epoch 1989 | loss: 0.0311407 | val_loss: 0.0311713 | Time: 3837.06 ms [2022-04-11 20:06:08 main:574] : INFO : Epoch 1990 | loss: 0.0311422 | val_loss: 0.0311812 | Time: 3916.73 ms [2022-04-11 20:06:11 main:574] : INFO : Epoch 1991 | loss: 0.0311406 | val_loss: 0.0311796 | Time: 3825.71 ms [2022-04-11 20:06:15 main:574] : INFO : Epoch 1992 | loss: 0.0311406 | val_loss: 0.0311753 | Time: 3825.54 ms [2022-04-11 20:06:19 main:574] : INFO : Epoch 1993 | loss: 0.0311433 | val_loss: 0.0311799 | Time: 3816.3 ms [2022-04-11 20:06:23 main:574] : INFO : Epoch 1994 | loss: 0.0311443 | val_loss: 0.0311747 | Time: 3790.74 ms [2022-04-11 20:06:27 main:574] : INFO : Epoch 1995 | loss: 0.0311413 | val_loss: 0.0311773 | Time: 4344.31 ms [2022-04-11 20:06:31 main:574] : INFO : Epoch 1996 | loss: 0.0311397 | val_loss: 0.0311733 | Time: 4236.01 ms [2022-04-11 20:06:35 main:574] : INFO : Epoch 1997 | loss: 0.0311396 | val_loss: 0.0311766 | Time: 3846.2 ms [2022-04-11 20:06:39 main:574] : INFO : Epoch 1998 | loss: 0.0311425 | val_loss: 0.0311743 | Time: 3887.9 ms [2022-04-11 20:06:43 main:574] : INFO : Epoch 1999 | loss: 0.031145 | val_loss: 0.0311718 | Time: 3861.65 ms [2022-04-11 20:06:47 main:574] : INFO : Epoch 2000 | loss: 0.0311466 | val_loss: 0.0311723 | Time: 3831.21 ms [2022-04-11 20:06:51 main:574] : INFO : Epoch 2001 | loss: 0.0311477 | val_loss: 0.0311773 | Time: 3928.12 ms [2022-04-11 20:06:55 main:574] : INFO : Epoch 2002 | loss: 0.0311462 | val_loss: 0.0311696 | Time: 3840.78 ms [2022-04-11 20:06:59 main:574] : INFO : Epoch 2003 | loss: 0.031145 | val_loss: 0.0311751 | Time: 3849.15 ms [2022-04-11 20:07:02 main:574] : INFO : Epoch 2004 | loss: 0.0311441 | val_loss: 0.031168 | Time: 3891.75 ms [2022-04-11 20:07:06 main:574] : INFO : Epoch 2005 | loss: 0.0311457 | val_loss: 0.0311706 | Time: 3849.42 ms [2022-04-11 20:07:10 main:574] : INFO : Epoch 2006 | loss: 0.0311474 | val_loss: 0.0311723 | Time: 3871.97 ms [2022-04-11 20:07:14 main:574] : INFO : Epoch 2007 | loss: 0.0311464 | val_loss: 0.0311694 | Time: 3866.62 ms [2022-04-11 20:07:18 main:574] : INFO : Epoch 2008 | loss: 0.0311446 | val_loss: 0.0311684 | Time: 3807.46 ms [2022-04-11 20:07:22 main:574] : INFO : Epoch 2009 | loss: 0.0311467 | val_loss: 0.0311715 | Time: 3838.19 ms [2022-04-11 20:07:26 main:574] : INFO : Epoch 2010 | loss: 0.03115 | val_loss: 0.0311682 | Time: 3787.8 ms [2022-04-11 20:07:30 main:574] : INFO : Epoch 2011 | loss: 0.0311484 | val_loss: 0.0311698 | Time: 3907.3 ms [2022-04-11 20:07:34 main:574] : INFO : Epoch 2012 | loss: 0.0311463 | val_loss: 0.0311717 | Time: 4448.27 ms [2022-04-11 20:07:38 main:574] : INFO : Epoch 2013 | loss: 0.0311447 | val_loss: 0.0311694 | Time: 3966.44 ms [2022-04-11 20:07:42 main:574] : INFO : Epoch 2014 | loss: 0.0311451 | val_loss: 0.0311716 | Time: 3842.04 ms [2022-04-11 20:07:46 main:574] : INFO : Epoch 2015 | loss: 0.0311453 | val_loss: 0.0311692 | Time: 3825.29 ms [2022-04-11 20:07:50 main:574] : INFO : Epoch 2016 | loss: 0.031145 | val_loss: 0.0311672 | Time: 3827.86 ms [2022-04-11 20:07:53 main:574] : INFO : Epoch 2017 | loss: 0.0311471 | val_loss: 0.0311739 | Time: 3819.23 ms [2022-04-11 20:07:57 main:574] : INFO : Epoch 2018 | loss: 0.0311454 | val_loss: 0.031167 | Time: 3840.22 ms [2022-04-11 20:08:01 main:574] : INFO : Epoch 2019 | loss: 0.0311458 | val_loss: 0.0311708 | Time: 3868.17 ms [2022-04-11 20:08:05 main:574] : INFO : Epoch 2020 | loss: 0.0311439 | val_loss: 0.0311723 | Time: 3841.59 ms [2022-04-11 20:08:09 main:574] : INFO : Epoch 2021 | loss: 0.0311475 | val_loss: 0.0311672 | Time: 3865.96 ms [2022-04-11 20:08:13 main:574] : INFO : Epoch 2022 | loss: 0.0311481 | val_loss: 0.0311674 | Time: 3828.27 ms [2022-04-11 20:08:17 main:574] : INFO : Epoch 2023 | loss: 0.031147 | val_loss: 0.0311715 | Time: 3820.65 ms [2022-04-11 20:08:20 main:574] : INFO : Epoch 2024 | loss: 0.0311458 | val_loss: 0.0311652 | Time: 3809.07 ms [2022-04-11 20:08:24 main:574] : INFO : Epoch 2025 | loss: 0.0311455 | val_loss: 0.0311745 | Time: 3846.66 ms [2022-04-11 20:08:28 main:574] : INFO : Epoch 2026 | loss: 0.0311446 | val_loss: 0.0311725 | Time: 3823.69 ms [2022-04-11 20:08:32 main:574] : INFO : Epoch 2027 | loss: 0.0311425 | val_loss: 0.0311745 | Time: 3840.87 ms [2022-04-11 20:08:36 main:574] : INFO : Epoch 2028 | loss: 0.0311426 | val_loss: 0.0311694 | Time: 4229.02 ms [2022-04-11 20:08:40 main:574] : INFO : Epoch 2029 | loss: 0.0311451 | val_loss: 0.0311707 | Time: 4175.59 ms [2022-04-11 20:08:44 main:574] : INFO : Epoch 2030 | loss: 0.0311445 | val_loss: 0.0311743 | Time: 3855.05 ms [2022-04-11 20:08:48 main:574] : INFO : Epoch 2031 | loss: 0.031145 | val_loss: 0.0311688 | Time: 3935.47 ms [2022-04-11 20:08:52 main:574] : INFO : Epoch 2032 | loss: 0.0311494 | val_loss: 0.03117 | Time: 3873.36 ms [2022-04-11 20:08:56 main:574] : INFO : Epoch 2033 | loss: 0.0311462 | val_loss: 0.0311696 | Time: 3828.15 ms [2022-04-11 20:09:00 main:574] : INFO : Epoch 2034 | loss: 0.0311441 | val_loss: 0.031168 | Time: 3825.97 ms [2022-04-11 20:09:04 main:574] : INFO : Epoch 2035 | loss: 0.0311454 | val_loss: 0.0311696 | Time: 3878.68 ms [2022-04-11 20:09:07 main:574] : INFO : Epoch 2036 | loss: 0.0311459 | val_loss: 0.0311699 | Time: 3835.97 ms [2022-04-11 20:09:11 main:574] : INFO : Epoch 2037 | loss: 0.0311505 | val_loss: 0.0311904 | Time: 3918.58 ms [2022-04-11 20:09:15 main:574] : INFO : Epoch 2038 | loss: 0.0355889 | val_loss: 0.0318025 | Time: 3900.04 ms [2022-04-11 20:09:19 main:574] : INFO : Epoch 2039 | loss: 0.0359495 | val_loss: 0.0322758 | Time: 3827.09 ms [2022-04-11 20:09:23 main:574] : INFO : Epoch 2040 | loss: 0.0318376 | val_loss: 0.0313473 | Time: 3844.7 ms [2022-04-11 20:09:27 main:574] : INFO : Epoch 2041 | loss: 0.0313023 | val_loss: 0.0312663 | Time: 3860.31 ms [2022-04-11 20:09:31 main:574] : INFO : Epoch 2042 | loss: 0.0312556 | val_loss: 0.0312482 | Time: 3862.01 ms [2022-04-11 20:09:35 main:574] : INFO : Epoch 2043 | loss: 0.0312445 | val_loss: 0.0312413 | Time: 3845 ms [2022-04-11 20:09:39 main:574] : INFO : Epoch 2044 | loss: 0.0312399 | val_loss: 0.0312372 | Time: 3950.03 ms [2022-04-11 20:09:43 main:574] : INFO : Epoch 2045 | loss: 0.0312354 | val_loss: 0.0312332 | Time: 4409.96 ms [2022-04-11 20:09:47 main:574] : INFO : Epoch 2046 | loss: 0.031232 | val_loss: 0.03123 | Time: 4017.11 ms [2022-04-11 20:09:51 main:574] : INFO : Epoch 2047 | loss: 0.0312275 | val_loss: 0.0312249 | Time: 3889.17 ms [2022-04-11 20:09:55 main:574] : INFO : Epoch 2048 | loss: 0.0312236 | val_loss: 0.0312207 | Time: 3835.22 ms [2022-04-11 20:09:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312207 [2022-04-11 20:09:55 main:603] : INFO : Saving end state to config to file [2022-04-11 20:09:55 main:608] : INFO : Success, exiting.. 20:09:55 (9156): 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)