Task 13764851
| Name | ParityModified-1647044593-24151-2-0_0 |
| Workunit | 10850467 |
| Created | 25 Mar 2022, 18:45:38 UTC |
| Sent | 31 Mar 2022, 11:01:48 UTC |
| Report deadline | 8 Apr 2022, 11:01:48 UTC |
| Received | 31 Mar 2022, 18:34:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21006 |
| Run time | 2 hours 3 min 49 sec |
| CPU time | 2 hours 2 min 15 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,255.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ms [2022-03-31 16:27:16 main:574] : INFO : Epoch 1641 | loss: 0.0311803 | val_loss: 0.0311789 | Time: 3619.75 ms [2022-03-31 16:27:19 main:574] : INFO : Epoch 1642 | loss: 0.0311788 | val_loss: 0.0311781 | Time: 3631.97 ms [2022-03-31 16:27:23 main:574] : INFO : Epoch 1643 | loss: 0.0311775 | val_loss: 0.0311767 | Time: 3588.81 ms [2022-03-31 16:27:27 main:574] : INFO : Epoch 1644 | loss: 0.0311767 | val_loss: 0.0311798 | Time: 3617.88 ms [2022-03-31 16:27:30 main:574] : INFO : Epoch 1645 | loss: 0.0311775 | val_loss: 0.0311779 | Time: 3636.98 ms [2022-03-31 16:27:34 main:574] : INFO : Epoch 1646 | loss: 0.0311779 | val_loss: 0.0311764 | Time: 3611.56 ms [2022-03-31 16:27:37 main:574] : INFO : Epoch 1647 | loss: 0.0311766 | val_loss: 0.031177 | Time: 3626.67 ms [2022-03-31 16:27:41 main:574] : INFO : Epoch 1648 | loss: 0.0311805 | val_loss: 0.0311797 | Time: 3808.46 ms [2022-03-31 16:27:45 main:574] : INFO : Epoch 1649 | loss: 0.0311804 | val_loss: 0.0311792 | Time: 3686.1 ms [2022-03-31 16:27:49 main:574] : INFO : Epoch 1650 | loss: 0.0311779 | val_loss: 0.0311767 | Time: 3638.22 ms [2022-03-31 16:27:52 main:574] : INFO : Epoch 1651 | loss: 0.0311773 | val_loss: 0.0311769 | Time: 3583.61 ms [2022-03-31 16:27:56 main:574] : INFO : Epoch 1652 | loss: 0.0311805 | val_loss: 0.0311895 | Time: 3605.46 ms [2022-03-31 16:27:59 main:574] : INFO : Epoch 1653 | loss: 0.0311798 | val_loss: 0.0311767 | Time: 3615.65 ms [2022-03-31 16:28:03 main:574] : INFO : Epoch 1654 | loss: 0.0311783 | val_loss: 0.0311792 | Time: 3604.6 ms [2022-03-31 16:28:07 main:574] : INFO : Epoch 1655 | loss: 0.0311859 | val_loss: 0.0311908 | Time: 3647.52 ms [2022-03-31 16:28:10 main:574] : INFO : Epoch 1656 | loss: 0.0311848 | val_loss: 0.0311785 | Time: 3628.24 ms [2022-03-31 16:28:14 main:574] : INFO : Epoch 1657 | loss: 0.0311803 | val_loss: 0.0311791 | Time: 3624.03 ms [2022-03-31 16:28:18 main:574] : INFO : Epoch 1658 | loss: 0.0311811 | val_loss: 0.0311852 | Time: 3623.85 ms [2022-03-31 16:28:21 main:574] : INFO : Epoch 1659 | loss: 0.0311821 | val_loss: 0.0311794 | Time: 3581.98 ms [2022-03-31 16:28:25 main:574] : INFO : Epoch 1660 | loss: 0.0311805 | val_loss: 0.0311782 | Time: 3627.67 ms [2022-03-31 16:28:28 main:574] : INFO : Epoch 1661 | loss: 0.0311798 | val_loss: 0.0311802 | Time: 3647.15 ms [2022-03-31 16:28:32 main:574] : INFO : Epoch 1662 | loss: 0.031182 | val_loss: 0.0311844 | Time: 3678.02 ms [2022-03-31 16:28:36 main:574] : INFO : Epoch 1663 | loss: 0.0311889 | val_loss: 0.0311824 | Time: 3618.45 ms [2022-03-31 16:28:39 main:574] : INFO : Epoch 1664 | loss: 0.0311884 | val_loss: 0.0311864 | Time: 3625.46 ms [2022-03-31 16:28:43 main:574] : INFO : Epoch 1665 | loss: 0.0311871 | val_loss: 0.0311854 | Time: 3615.48 ms [2022-03-31 16:28:47 main:574] : INFO : Epoch 1666 | loss: 0.0311873 | val_loss: 0.0311793 | Time: 3598.2 ms [2022-03-31 16:28:50 main:574] : INFO : Epoch 1667 | loss: 0.0311807 | val_loss: 0.0311875 | Time: 3608.7 ms [2022-03-31 16:28:54 main:574] : INFO : Epoch 1668 | loss: 0.0311813 | val_loss: 0.0311812 | Time: 3619.18 ms [2022-03-31 16:28:57 main:574] : INFO : Epoch 1669 | loss: 0.0311795 | val_loss: 0.0311772 | Time: 3638.95 ms [2022-03-31 16:29:01 main:574] : INFO : Epoch 1670 | loss: 0.0311779 | val_loss: 0.0311785 | Time: 3611.9 ms [2022-03-31 16:29:05 main:574] : INFO : Epoch 1671 | loss: 0.0311799 | val_loss: 0.0311828 | Time: 3592.41 ms [2022-03-31 16:29:08 main:574] : INFO : Epoch 1672 | loss: 0.0311794 | val_loss: 0.0311789 | Time: 3621.77 ms [2022-03-31 16:29:12 main:574] : INFO : Epoch 1673 | loss: 0.0311778 | val_loss: 0.0311802 | Time: 3597.8 ms [2022-03-31 16:29:15 main:574] : INFO : Epoch 1674 | loss: 0.0311769 | val_loss: 0.0311765 | Time: 3606.28 ms [2022-03-31 16:29:19 main:574] : INFO : Epoch 1675 | loss: 0.0311782 | val_loss: 0.0311805 | Time: 3617.18 ms [2022-03-31 16:29:23 main:574] : INFO : Epoch 1676 | loss: 0.0311765 | val_loss: 0.0311775 | Time: 3607.24 ms [2022-03-31 16:29:26 main:574] : INFO : Epoch 1677 | loss: 0.0311768 | val_loss: 0.0311787 | Time: 3559.64 ms [2022-03-31 16:29:30 main:574] : INFO : Epoch 1678 | loss: 0.0311837 | val_loss: 0.0311823 | Time: 3599.86 ms [2022-03-31 16:29:34 main:574] : INFO : Epoch 1679 | loss: 0.0311859 | val_loss: 0.0311794 | Time: 3625.66 ms [2022-03-31 16:29:37 main:574] : INFO : Epoch 1680 | loss: 0.0311776 | val_loss: 0.0311842 | Time: 3638.21 ms [2022-03-31 16:29:41 main:574] : INFO : Epoch 1681 | loss: 0.0311802 | val_loss: 0.0311789 | Time: 3585.99 ms [2022-03-31 16:29:44 main:574] : INFO : Epoch 1682 | loss: 0.0311791 | val_loss: 0.0311767 | Time: 3605.4 ms [2022-03-31 16:29:48 main:574] : INFO : Epoch 1683 | loss: 0.0311759 | val_loss: 0.0311763 | Time: 3587.6 ms [2022-03-31 16:29:52 main:574] : INFO : Epoch 1684 | loss: 0.0311809 | val_loss: 0.031178 | Time: 3592.71 ms [2022-03-31 16:29:55 main:574] : INFO : Epoch 1685 | loss: 0.0311777 | val_loss: 0.0311752 | Time: 3604.29 ms [2022-03-31 16:29:59 main:574] : INFO : Epoch 1686 | loss: 0.0311787 | val_loss: 0.0311749 | Time: 3636.18 ms [2022-03-31 16:30:02 main:574] : INFO : Epoch 1687 | loss: 0.031177 | val_loss: 0.0311788 | Time: 3622.58 ms [2022-03-31 16:30:06 main:574] : INFO : Epoch 1688 | loss: 0.0311745 | val_loss: 0.0311763 | Time: 3632.64 ms [2022-03-31 16:30:10 main:574] : INFO : Epoch 1689 | loss: 0.0311754 | val_loss: 0.0311742 | Time: 3620 ms [2022-03-31 16:30:13 main:574] : INFO : Epoch 1690 | loss: 0.0311745 | val_loss: 0.0311733 | Time: 3573.42 ms [2022-03-31 16:30:17 main:574] : INFO : Epoch 1691 | loss: 0.0311739 | val_loss: 0.0311745 | Time: 3581.03 ms [2022-03-31 16:30:20 main:574] : INFO : Epoch 1692 | loss: 0.0311737 | val_loss: 0.0311744 | Time: 3597.74 ms [2022-03-31 16:30:24 main:574] : INFO : Epoch 1693 | loss: 0.0311741 | val_loss: 0.0311753 | Time: 3608.38 ms [2022-03-31 16:30:28 main:574] : INFO : Epoch 1694 | loss: 0.0311759 | val_loss: 0.0311776 | Time: 3577.16 ms [2022-03-31 16:30:31 main:574] : INFO : Epoch 1695 | loss: 0.0311786 | val_loss: 0.0311842 | Time: 3593.67 ms [2022-03-31 16:30:35 main:574] : INFO : Epoch 1696 | loss: 0.0311789 | val_loss: 0.0311852 | Time: 3610.93 ms [2022-03-31 16:30:39 main:574] : INFO : Epoch 1697 | loss: 0.0311782 | val_loss: 0.0311769 | Time: 3634.79 ms [2022-03-31 16:30:42 main:574] : INFO : Epoch 1698 | loss: 0.0311762 | val_loss: 0.0311802 | Time: 3623.53 ms [2022-03-31 16:30:46 main:574] : INFO : Epoch 1699 | loss: 0.031175 | val_loss: 0.0311756 | Time: 3618.21 ms [2022-03-31 16:30:49 main:574] : INFO : Epoch 1700 | loss: 0.0311747 | val_loss: 0.0311759 | Time: 3603.1 ms [2022-03-31 16:30:53 main:574] : INFO : Epoch 1701 | loss: 0.0311753 | val_loss: 0.0311798 | Time: 3595.17 ms [2022-03-31 16:30:57 main:574] : INFO : Epoch 1702 | loss: 0.0311799 | val_loss: 0.0311811 | Time: 3618.38 ms [2022-03-31 16:31:00 main:574] : INFO : Epoch 1703 | loss: 0.0311845 | val_loss: 0.0311875 | Time: 3610.5 ms [2022-03-31 16:31:04 main:574] : INFO : Epoch 1704 | loss: 0.031191 | val_loss: 0.0311872 | Time: 3610.63 ms [2022-03-31 16:31:07 main:574] : INFO : Epoch 1705 | loss: 0.0311864 | val_loss: 0.0311821 | Time: 3606.27 ms [2022-03-31 16:31:11 main:574] : INFO : Epoch 1706 | loss: 0.0311842 | val_loss: 0.0311841 | Time: 3618.84 ms [2022-03-31 16:31:15 main:574] : INFO : Epoch 1707 | loss: 0.031184 | val_loss: 0.0311831 | Time: 3614.67 ms [2022-03-31 16:31:18 main:574] : INFO : Epoch 1708 | loss: 0.0311823 | val_loss: 0.0311818 | Time: 3633.71 ms [2022-03-31 16:31:22 main:574] : INFO : Epoch 1709 | loss: 0.0311831 | val_loss: 0.0311801 | Time: 3579.1 ms [2022-03-31 16:31:25 main:574] : INFO : Epoch 1710 | loss: 0.0311808 | val_loss: 0.0311811 | Time: 3588.81 ms [2022-03-31 16:31:29 main:574] : INFO : Epoch 1711 | loss: 0.0311809 | val_loss: 0.031179 | Time: 3581.83 ms [2022-03-31 16:31:33 main:574] : INFO : Epoch 1712 | loss: 0.0311792 | val_loss: 0.0311785 | Time: 3598.53 ms [2022-03-31 16:31:36 main:574] : INFO : Epoch 1713 | loss: 0.0311802 | val_loss: 0.0311765 | Time: 3623.95 ms [2022-03-31 16:31:40 main:574] : INFO : Epoch 1714 | loss: 0.0311829 | val_loss: 0.0311808 | Time: 3624.96 ms [2022-03-31 16:31:44 main:574] : INFO : Epoch 1715 | loss: 0.0311796 | val_loss: 0.031179 | Time: 3613.79 ms [2022-03-31 16:31:47 main:574] : INFO : Epoch 1716 | loss: 0.0311789 | val_loss: 0.0311843 | Time: 3611.45 ms [2022-03-31 16:31:51 main:574] : INFO : Epoch 1717 | loss: 0.0311812 | val_loss: 0.0311817 | Time: 3631.14 ms [2022-03-31 16:31:54 main:574] : INFO : Epoch 1718 | loss: 0.0311794 | val_loss: 0.0311791 | Time: 3631.95 ms [2022-03-31 16:31:58 main:574] : INFO : Epoch 1719 | loss: 0.0311862 | val_loss: 0.0311768 | Time: 3591.98 ms [2022-03-31 16:32:02 main:574] : INFO : Epoch 1720 | loss: 0.0311828 | val_loss: 0.0311767 | Time: 3625.67 ms [2022-03-31 16:32:05 main:574] : INFO : Epoch 1721 | loss: 0.031183 | val_loss: 0.031177 | Time: 3613.71 ms [2022-03-31 16:32:09 main:574] : INFO : Epoch 1722 | loss: 0.0311828 | val_loss: 0.0311789 | Time: 3626.02 ms [2022-03-31 16:32:13 main:574] : INFO : Epoch 1723 | loss: 0.0311791 | val_loss: 0.0311802 | Time: 3588.77 ms [2022-03-31 16:32:16 main:574] : INFO : Epoch 1724 | loss: 0.0311776 | val_loss: 0.0311804 | Time: 3621.87 ms [2022-03-31 16:32:20 main:574] : INFO : Epoch 1725 | loss: 0.0311791 | val_loss: 0.0311778 | Time: 3576.03 ms [2022-03-31 16:32:23 main:574] : INFO : Epoch 1726 | loss: 0.0311777 | val_loss: 0.0311823 | Time: 3596.69 ms [2022-03-31 16:32:27 main:574] : INFO : Epoch 1727 | loss: 0.0311814 | val_loss: 0.0311797 | Time: 3594.62 ms [2022-03-31 16:32:31 main:574] : INFO : Epoch 1728 | loss: 0.0311836 | val_loss: 0.031179 | Time: 3623.93 ms [2022-03-31 16:32:34 main:574] : INFO : Epoch 1729 | loss: 0.0311793 | val_loss: 0.0311772 | Time: 3619.86 ms [2022-03-31 16:32:38 main:574] : INFO : Epoch 1730 | loss: 0.0311771 | val_loss: 0.0311824 | Time: 3585.16 ms [2022-03-31 16:32:41 main:574] : INFO : Epoch 1731 | loss: 0.0311808 | val_loss: 0.0311763 | Time: 3619.03 ms [2022-03-31 16:32:45 main:574] : INFO : Epoch 1732 | loss: 0.0311792 | val_loss: 0.0311749 | Time: 3595.54 ms [2022-03-31 16:32:49 main:574] : INFO : Epoch 1733 | loss: 0.0311771 | val_loss: 0.0311755 | Time: 3603.58 ms [2022-03-31 16:32:52 main:574] : INFO : Epoch 1734 | loss: 0.0311774 | val_loss: 0.0311749 | Time: 3580.85 ms [2022-03-31 16:32:56 main:574] : INFO : Epoch 1735 | loss: 0.031176 | val_loss: 0.031176 | Time: 3618.86 ms [2022-03-31 16:32:59 main:574] : INFO : Epoch 1736 | loss: 0.0311759 | val_loss: 0.0311749 | Time: 3620.55 ms [2022-03-31 16:33:03 main:574] : INFO : Epoch 1737 | loss: 0.0311751 | val_loss: 0.0311775 | Time: 3611.77 ms [2022-03-31 16:33:07 main:574] : INFO : Epoch 1738 | loss: 0.031176 | val_loss: 0.0311806 | Time: 3608.71 ms [2022-03-31 16:33:10 main:574] : INFO : Epoch 1739 | loss: 0.0311755 | val_loss: 0.0311745 | Time: 3618.09 ms [2022-03-31 16:33:14 main:574] : INFO : Epoch 1740 | loss: 0.031178 | val_loss: 0.0311788 | Time: 3609.06 ms [2022-03-31 16:33:17 main:574] : INFO : Epoch 1741 | loss: 0.0311778 | val_loss: 0.0311763 | Time: 3582.87 ms [2022-03-31 16:33:21 main:574] : INFO : Epoch 1742 | loss: 0.0311742 | val_loss: 0.0311752 | Time: 3554.87 ms [2022-03-31 16:33:25 main:574] : INFO : Epoch 1743 | loss: 0.0311743 | val_loss: 0.0311752 | Time: 3619.13 ms [2022-03-31 16:33:28 main:574] : INFO : Epoch 1744 | loss: 0.031179 | val_loss: 0.0311747 | Time: 3588.55 ms [2022-03-31 16:33:32 main:574] : INFO : Epoch 1745 | loss: 0.0311745 | val_loss: 0.0311756 | Time: 3615.3 ms [2022-03-31 16:33:35 main:574] : INFO : Epoch 1746 | loss: 0.0311777 | val_loss: 0.0311768 | Time: 3600.17 ms [2022-03-31 16:33:39 main:574] : INFO : Epoch 1747 | loss: 0.0311779 | val_loss: 0.0311774 | Time: 3641.31 ms [2022-03-31 16:33:43 main:574] : INFO : Epoch 1748 | loss: 0.0311764 | val_loss: 0.031183 | Time: 3608.07 ms [2022-03-31 16:33:46 main:574] : INFO : Epoch 1749 | loss: 0.0311793 | val_loss: 0.0311779 | Time: 3603.7 ms [2022-03-31 16:33:50 main:574] : INFO : Epoch 1750 | loss: 0.0311786 | val_loss: 0.0311832 | Time: 3670.94 ms [2022-03-31 16:33:54 main:574] : INFO : Epoch 1751 | loss: 0.0311786 | val_loss: 0.0311761 | Time: 3610.32 ms [2022-03-31 16:33:57 main:574] : INFO : Epoch 1752 | loss: 0.0311773 | val_loss: 0.0311748 | Time: 3583.59 ms [2022-03-31 16:34:01 main:574] : INFO : Epoch 1753 | loss: 0.0311774 | val_loss: 0.0311746 | Time: 3589.09 ms [2022-03-31 16:34:04 main:574] : INFO : Epoch 1754 | loss: 0.0311826 | val_loss: 0.0311994 | Time: 3595.22 ms [2022-03-31 16:34:08 main:574] : INFO : Epoch 1755 | loss: 0.0311804 | val_loss: 0.0311749 | Time: 3596.74 ms [2022-03-31 16:34:12 main:574] : INFO : Epoch 1756 | loss: 0.0311769 | val_loss: 0.0311756 | Time: 3589.6 ms [2022-03-31 16:34:15 main:574] : INFO : Epoch 1757 | loss: 0.0311754 | val_loss: 0.031184 | Time: 3633.47 ms [2022-03-31 16:34:19 main:574] : INFO : Epoch 1758 | loss: 0.0311753 | val_loss: 0.0311757 | Time: 3592.43 ms [2022-03-31 16:34:22 main:574] : INFO : Epoch 1759 | loss: 0.031175 | val_loss: 0.0311738 | Time: 3617.25 ms [2022-03-31 16:34:26 main:574] : INFO : Epoch 1760 | loss: 0.0311762 | val_loss: 0.0311769 | Time: 3625.94 ms [2022-03-31 16:34:30 main:574] : INFO : Epoch 1761 | loss: 0.0311777 | val_loss: 0.0311752 | Time: 3595.77 ms [2022-03-31 16:34:33 main:574] : INFO : Epoch 1762 | loss: 0.0311797 | val_loss: 0.031178 | Time: 3618.41 ms [2022-03-31 16:34:37 main:574] : INFO : Epoch 1763 | loss: 0.031178 | val_loss: 0.031176 | Time: 3618 ms [2022-03-31 16:34:41 main:574] : INFO : Epoch 1764 | loss: 0.0311781 | val_loss: 0.0311789 | Time: 3634.25 ms [2022-03-31 16:34:44 main:574] : INFO : Epoch 1765 | loss: 0.0311781 | val_loss: 0.0311759 | Time: 3634.73 ms [2022-03-31 16:34:48 main:574] : INFO : Epoch 1766 | loss: 0.0311799 | val_loss: 0.0311814 | Time: 3588.47 ms [2022-03-31 16:34:51 main:574] : INFO : Epoch 1767 | loss: 0.0311746 | val_loss: 0.0311799 | Time: 3633.96 ms [2022-03-31 16:34:55 main:574] : INFO : Epoch 1768 | loss: 0.0311752 | val_loss: 0.0311769 | Time: 3591.03 ms [2022-03-31 16:34:59 main:574] : INFO : Epoch 1769 | loss: 0.031175 | val_loss: 0.0311773 | Time: 3639.56 ms [2022-03-31 16:35:02 main:574] : INFO : Epoch 1770 | loss: 0.0311737 | val_loss: 0.0311745 | Time: 3603.92 ms [2022-03-31 16:35:06 main:574] : INFO : Epoch 1771 | loss: 0.0311757 | val_loss: 0.0311754 | Time: 3628.65 ms [2022-03-31 16:35:10 main:574] : INFO : Epoch 1772 | loss: 0.0311741 | val_loss: 0.0311751 | Time: 3600.04 ms [2022-03-31 16:35:13 main:574] : INFO : Epoch 1773 | loss: 0.0311736 | val_loss: 0.0311739 | Time: 3598.76 ms [2022-03-31 16:35:17 main:574] : INFO : Epoch 1774 | loss: 0.0311734 | val_loss: 0.0311771 | Time: 3625.89 ms [2022-03-31 16:35:20 main:574] : INFO : Epoch 1775 | loss: 0.0311734 | val_loss: 0.0311802 | Time: 3612.5 ms [2022-03-31 16:35:24 main:574] : INFO : Epoch 1776 | loss: 0.0311731 | val_loss: 0.0311748 | Time: 3627.5 ms [2022-03-31 16:35:28 main:574] : INFO : Epoch 1777 | loss: 0.0311754 | val_loss: 0.0311769 | Time: 3611.47 ms [2022-03-31 16:35:31 main:574] : INFO : Epoch 1778 | loss: 0.031173 | val_loss: 0.031177 | Time: 3591.41 ms [2022-03-31 16:35:35 main:574] : INFO : Epoch 1779 | loss: 0.0311734 | val_loss: 0.0311743 | Time: 3600.58 ms [2022-03-31 16:35:38 main:574] : INFO : Epoch 1780 | loss: 0.0311737 | val_loss: 0.0311733 | Time: 3564.65 ms [2022-03-31 16:35:42 main:574] : INFO : Epoch 1781 | loss: 0.0311738 | val_loss: 0.031174 | Time: 3594.85 ms [2022-03-31 16:35:46 main:574] : INFO : Epoch 1782 | loss: 0.0311761 | val_loss: 0.0311845 | Time: 3612.76 ms [2022-03-31 16:35:49 main:574] : INFO : Epoch 1783 | loss: 0.0311744 | val_loss: 0.0311756 | Time: 3627.65 ms [2022-03-31 16:35:53 main:574] : INFO : Epoch 1784 | loss: 0.0311731 | val_loss: 0.0311795 | Time: 3624.38 ms [2022-03-31 16:35:57 main:574] : INFO : Epoch 1785 | loss: 0.0311732 | val_loss: 0.0311792 | Time: 3666.89 ms [2022-03-31 16:36:00 main:574] : INFO : Epoch 1786 | loss: 0.0311745 | val_loss: 0.0311741 | Time: 3635.36 ms [2022-03-31 16:36:04 main:574] : INFO : Epoch 1787 | loss: 0.0311733 | val_loss: 0.0311775 | Time: 3610.37 ms [2022-03-31 16:36:07 main:574] : INFO : Epoch 1788 | loss: 0.0311717 | val_loss: 0.0311784 | Time: 3643.35 ms [2022-03-31 16:36:11 main:574] : INFO : Epoch 1789 | loss: 0.0311732 | val_loss: 0.0311746 | Time: 3607.9 ms [2022-03-31 16:36:15 main:574] : INFO : Epoch 1790 | loss: 0.0311723 | val_loss: 0.0311743 | Time: 3531.71 ms [2022-03-31 16:36:18 main:574] : INFO : Epoch 1791 | loss: 0.0311719 | val_loss: 0.0311795 | Time: 3629.36 ms [2022-03-31 16:36:22 main:574] : INFO : Epoch 1792 | loss: 0.0311735 | val_loss: 0.031174 | Time: 3633.31 ms [2022-03-31 16:36:25 main:574] : INFO : Epoch 1793 | loss: 0.0311789 | val_loss: 0.0311871 | Time: 3598.94 ms [2022-03-31 16:36:29 main:574] : INFO : Epoch 1794 | loss: 0.0311853 | val_loss: 0.0311973 | Time: 3632.06 ms [2022-03-31 16:36:33 main:574] : INFO : Epoch 1795 | loss: 0.0311889 | val_loss: 0.0311795 | Time: 3574.43 ms [2022-03-31 16:36:36 main:574] : INFO : Epoch 1796 | loss: 0.0311832 | val_loss: 0.0311762 | Time: 3571.24 ms [2022-03-31 16:36:40 main:574] : INFO : Epoch 1797 | loss: 0.0311814 | val_loss: 0.0311765 | Time: 3598.88 ms [2022-03-31 16:36:43 main:574] : INFO : Epoch 1798 | loss: 0.0311813 | val_loss: 0.031178 | Time: 3639.36 ms [2022-03-31 16:36:47 main:574] : INFO : Epoch 1799 | loss: 0.0311844 | val_loss: 0.0311769 | Time: 3608.62 ms [2022-03-31 16:36:51 main:574] : INFO : Epoch 1800 | loss: 0.0311815 | val_loss: 0.0311744 | Time: 3617.69 ms [2022-03-31 16:36:54 main:574] : INFO : Epoch 1801 | loss: 0.0311799 | val_loss: 0.031174 | Time: 3570.22 ms [2022-03-31 16:36:58 main:574] : INFO : Epoch 1802 | loss: 0.0311797 | val_loss: 0.0311766 | Time: 3606.75 ms [2022-03-31 16:37:02 main:574] : INFO : Epoch 1803 | loss: 0.0311784 | val_loss: 0.0311737 | Time: 3622.82 ms [2022-03-31 16:37:05 main:574] : INFO : Epoch 1804 | loss: 0.0311788 | val_loss: 0.0311751 | Time: 3634.1 ms [2022-03-31 16:37:09 main:574] : INFO : Epoch 1805 | loss: 0.0311772 | val_loss: 0.031175 | Time: 3607.96 ms [2022-03-31 16:37:12 main:574] : INFO : Epoch 1806 | loss: 0.0311769 | val_loss: 0.0311713 | Time: 3610.55 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1050 Ti) [2022-03-31 16:40:46 main:435] : INFO : Set logging level to 1 [2022-03-31 16:40:46 main:441] : INFO : Running in BOINC Client mode [2022-03-31 16:40:46 main:444] : INFO : Resolving all filenames [2022-03-31 16:40:46 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-31 16:40:46 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-31 16:40:46 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-31 16:40:46 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-03-31 16:40:46 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-31 16:40:46 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-31 16:40:46 main:474] : INFO : Configuration: [2022-03-31 16:40:46 main:475] : INFO : Model type: GRU [2022-03-31 16:40:46 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-31 16:40:46 main:477] : INFO : Max Epochs: 2048 [2022-03-31 16:40:46 main:478] : INFO : Batch Size: 128 [2022-03-31 16:40:46 main:479] : INFO : Learning Rate: 0.01 [2022-03-31 16:40:46 main:480] : INFO : Patience: 10 [2022-03-31 16:40:46 main:481] : INFO : Hidden Width: 12 [2022-03-31 16:40:46 main:482] : INFO : # Recurrent Layers: 4 [2022-03-31 16:40:46 main:483] : INFO : # Backend Layers: 4 [2022-03-31 16:40:46 main:484] : INFO : # Threads: 1 [2022-03-31 16:40:46 main:486] : INFO : Preparing Dataset [2022-03-31 16:40:46 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-31 16:40:46 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-31 16:40:49 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-31 16:40:49 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-31 16:40:49 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-31 16:40:49 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-31 16:40:49 main:494] : INFO : Creating Model [2022-03-31 16:40:49 main:507] : INFO : Preparing config file [2022-03-31 16:40:49 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-31 16:40:49 main:512] : INFO : Loading config [2022-03-31 16:40:49 main:514] : INFO : Loading state [2022-03-31 16:40:51 main:559] : INFO : Loading DataLoader into Memory [2022-03-31 16:40:51 main:562] : INFO : Starting Training [2022-03-31 16:40:55 main:574] : INFO : Epoch 1789 | loss: 0.0312745 | val_loss: 0.0312108 | Time: 3966.08 ms [2022-03-31 16:40:58 main:574] : INFO : Epoch 1790 | loss: 0.03119 | val_loss: 0.0311855 | Time: 3572.76 ms [2022-03-31 16:41:02 main:574] : INFO : Epoch 1791 | loss: 0.0311791 | val_loss: 0.0311896 | Time: 3540.42 ms [2022-03-31 16:41:05 main:574] : INFO : Epoch 1792 | loss: 0.0311772 | val_loss: 0.0311788 | Time: 3557.01 ms [2022-03-31 16:41:09 main:574] : INFO : Epoch 1793 | loss: 0.0311791 | val_loss: 0.0311814 | Time: 3546.91 ms [2022-03-31 16:41:12 main:574] : INFO : Epoch 1794 | loss: 0.0311777 | val_loss: 0.0311782 | Time: 3543.56 ms [2022-03-31 16:41:16 main:574] : INFO : Epoch 1795 | loss: 0.031176 | val_loss: 0.031179 | Time: 3496.75 ms [2022-03-31 16:41:20 main:574] : INFO : Epoch 1796 | loss: 0.0311748 | val_loss: 0.0311726 | Time: 3551.81 ms [2022-03-31 16:41:23 main:574] : INFO : Epoch 1797 | loss: 0.0311749 | val_loss: 0.0311732 | Time: 3560.01 ms [2022-03-31 16:41:27 main:574] : INFO : Epoch 1798 | loss: 0.0311741 | val_loss: 0.0311762 | Time: 3550.76 ms [2022-03-31 16:41:30 main:574] : INFO : Epoch 1799 | loss: 0.0311741 | val_loss: 0.0311723 | Time: 3572.4 ms [2022-03-31 16:41:34 main:574] : INFO : Epoch 1800 | loss: 0.0311732 | val_loss: 0.0311739 | Time: 3589.35 ms [2022-03-31 16:41:37 main:574] : INFO : Epoch 1801 | loss: 0.0311747 | val_loss: 0.0311726 | Time: 3597.27 ms [2022-03-31 16:41:41 main:574] : INFO : Epoch 1802 | loss: 0.0311769 | val_loss: 0.0311718 | Time: 3567.76 ms [2022-03-31 16:41:44 main:574] : INFO : Epoch 1803 | loss: 0.0311778 | val_loss: 0.0311771 | Time: 3531.7 ms [2022-03-31 16:41:48 main:574] : INFO : Epoch 1804 | loss: 0.0311757 | val_loss: 0.0311744 | Time: 3549.94 ms [2022-03-31 16:41:52 main:574] : INFO : Epoch 1805 | loss: 0.0311807 | val_loss: 0.0311808 | Time: 3591.17 ms [2022-03-31 16:41:55 main:574] : INFO : Epoch 1806 | loss: 0.031179 | val_loss: 0.0311739 | Time: 3555.58 ms [2022-03-31 16:41:59 main:574] : INFO : Epoch 1807 | loss: 0.0311773 | val_loss: 0.0311732 | Time: 3558.65 ms [2022-03-31 16:42:02 main:574] : INFO : Epoch 1808 | loss: 0.0311784 | val_loss: 0.0311778 | Time: 3545.42 ms [2022-03-31 16:42:06 main:574] : INFO : Epoch 1809 | loss: 0.0311807 | val_loss: 0.0311769 | Time: 3534.94 ms [2022-03-31 16:42:09 main:574] : INFO : Epoch 1810 | loss: 0.031187 | val_loss: 0.0311836 | Time: 3582.17 ms [2022-03-31 16:42:13 main:574] : INFO : Epoch 1811 | loss: 0.0311856 | val_loss: 0.0311821 | Time: 3570.86 ms [2022-03-31 16:42:17 main:574] : INFO : Epoch 1812 | loss: 0.0311868 | val_loss: 0.0311848 | Time: 3534.02 ms [2022-03-31 16:42:20 main:574] : INFO : Epoch 1813 | loss: 0.0311874 | val_loss: 0.0311833 | Time: 3538.68 ms [2022-03-31 16:42:24 main:574] : INFO : Epoch 1814 | loss: 0.0311861 | val_loss: 0.0311845 | Time: 3557.89 ms [2022-03-31 16:42:27 main:574] : INFO : Epoch 1815 | loss: 0.0311887 | val_loss: 0.0311878 | Time: 3553.34 ms [2022-03-31 16:42:31 main:574] : INFO : Epoch 1816 | loss: 0.0311901 | val_loss: 0.0311831 | Time: 3562.26 ms [2022-03-31 16:42:34 main:574] : INFO : Epoch 1817 | loss: 0.0311883 | val_loss: 0.0311847 | Time: 3531.6 ms [2022-03-31 16:42:38 main:574] : INFO : Epoch 1818 | loss: 0.0311886 | val_loss: 0.0311871 | Time: 3565.34 ms [2022-03-31 16:42:41 main:574] : INFO : Epoch 1819 | loss: 0.0311863 | val_loss: 0.0311814 | Time: 3551.79 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1050 Ti) [2022-03-31 16:44:44 main:435] : INFO : Set logging level to 1 [2022-03-31 16:44:44 main:441] : INFO : Running in BOINC Client mode [2022-03-31 16:44:44 main:444] : INFO : Resolving all filenames [2022-03-31 16:44:44 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-31 16:44:44 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-31 16:44:44 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-31 16:44:44 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-03-31 16:44:44 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-31 16:44:44 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-31 16:44:44 main:474] : INFO : Configuration: [2022-03-31 16:44:44 main:475] : INFO : Model type: GRU [2022-03-31 16:44:44 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-31 16:44:44 main:477] : INFO : Max Epochs: 2048 [2022-03-31 16:44:44 main:478] : INFO : Batch Size: 128 [2022-03-31 16:44:44 main:479] : INFO : Learning Rate: 0.01 [2022-03-31 16:44:44 main:480] : INFO : Patience: 10 [2022-03-31 16:44:44 main:481] : INFO : Hidden Width: 12 [2022-03-31 16:44:44 main:482] : INFO : # Recurrent Layers: 4 [2022-03-31 16:44:44 main:483] : INFO : # Backend Layers: 4 [2022-03-31 16:44:44 main:484] : INFO : # Threads: 1 [2022-03-31 16:44:44 main:486] : INFO : Preparing Dataset [2022-03-31 16:44:44 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-31 16:44:44 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-31 16:44:47 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-31 16:44:47 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-31 16:44:47 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-31 16:44:47 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-31 16:44:47 main:494] : INFO : Creating Model [2022-03-31 16:44:47 main:507] : INFO : Preparing config file [2022-03-31 16:44:47 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-31 16:44:47 main:512] : INFO : Loading config [2022-03-31 16:44:47 main:514] : INFO : Loading state [2022-03-31 16:44:49 main:559] : INFO : Loading DataLoader into Memory [2022-03-31 16:44:49 main:562] : INFO : Starting Training [2022-03-31 16:44:53 main:574] : INFO : Epoch 1789 | loss: 0.0312672 | val_loss: 0.0312024 | Time: 3918.05 ms [2022-03-31 16:44:56 main:574] : INFO : Epoch 1790 | loss: 0.0311887 | val_loss: 0.0311853 | Time: 3544.53 ms [2022-03-31 16:45:00 main:574] : INFO : Epoch 1791 | loss: 0.0311793 | val_loss: 0.0311816 | Time: 3572.83 ms [2022-03-31 16:45:03 main:574] : INFO : Epoch 1792 | loss: 0.0311754 | val_loss: 0.0311737 | Time: 3519.22 ms [2022-03-31 16:45:07 main:574] : INFO : Epoch 1793 | loss: 0.0311744 | val_loss: 0.0311726 | Time: 3531.26 ms [2022-03-31 16:45:10 main:574] : INFO : Epoch 1794 | loss: 0.031175 | val_loss: 0.0311758 | Time: 3583.44 ms [2022-03-31 16:45:14 main:574] : INFO : Epoch 1795 | loss: 0.0311734 | val_loss: 0.0311723 | Time: 3606.26 ms [2022-03-31 16:45:17 main:574] : INFO : Epoch 1796 | loss: 0.0311749 | val_loss: 0.0311738 | Time: 3543.29 ms [2022-03-31 16:45:21 main:574] : INFO : Epoch 1797 | loss: 0.0311746 | val_loss: 0.0311731 | Time: 3569.92 ms [2022-03-31 16:45:25 main:574] : INFO : Epoch 1798 | loss: 0.0311727 | val_loss: 0.0311741 | Time: 3564.05 ms [2022-03-31 16:45:28 main:574] : INFO : Epoch 1799 | loss: 0.031175 | val_loss: 0.0311775 | Time: 3582.71 ms [2022-03-31 16:45:32 main:574] : INFO : Epoch 1800 | loss: 0.0311749 | val_loss: 0.0311763 | Time: 3528.29 ms [2022-03-31 16:45:35 main:574] : INFO : Epoch 1801 | loss: 0.031176 | val_loss: 0.0311727 | Time: 3577.92 ms [2022-03-31 16:45:39 main:574] : INFO : Epoch 1802 | loss: 0.0311724 | val_loss: 0.0311735 | Time: 3563.06 ms [2022-03-31 16:45:42 main:574] : INFO : Epoch 1803 | loss: 0.0311718 | val_loss: 0.0311744 | Time: 3590.26 ms [2022-03-31 16:45:46 main:574] : INFO : Epoch 1804 | loss: 0.0311757 | val_loss: 0.0311781 | Time: 3599.56 ms [2022-03-31 16:45:50 main:574] : INFO : Epoch 1805 | loss: 0.0311791 | val_loss: 0.0311842 | Time: 3583.42 ms [2022-03-31 16:45:53 main:574] : INFO : Epoch 1806 | loss: 0.0311769 | val_loss: 0.0311752 | Time: 3584.46 ms [2022-03-31 16:45:57 main:574] : INFO : Epoch 1807 | loss: 0.0311731 | val_loss: 0.0311754 | Time: 3573.1 ms [2022-03-31 16:46:00 main:574] : INFO : Epoch 1808 | loss: 0.0311745 | val_loss: 0.0311756 | Time: 3594 ms [2022-03-31 16:46:04 main:574] : INFO : Epoch 1809 | loss: 0.0311758 | val_loss: 0.0311783 | Time: 3583.31 ms [2022-03-31 16:46:08 main:574] : INFO : Epoch 1810 | loss: 0.0311741 | val_loss: 0.0311738 | Time: 3541.77 ms [2022-03-31 16:46:11 main:574] : INFO : Epoch 1811 | loss: 0.0311738 | val_loss: 0.031175 | Time: 3654.47 ms [2022-03-31 16:46:15 main:574] : INFO : Epoch 1812 | loss: 0.0311745 | val_loss: 0.0311747 | Time: 3596.61 ms [2022-03-31 16:46:18 main:574] : INFO : Epoch 1813 | loss: 0.031174 | val_loss: 0.0311751 | Time: 3527.06 ms [2022-03-31 16:46:22 main:574] : INFO : Epoch 1814 | loss: 0.0311739 | val_loss: 0.0311763 | Time: 3574.52 ms [2022-03-31 16:46:25 main:574] : INFO : Epoch 1815 | loss: 0.0311732 | val_loss: 0.0311749 | Time: 3569.96 ms [2022-03-31 16:46:29 main:574] : INFO : Epoch 1816 | loss: 0.0311714 | val_loss: 0.0311765 | Time: 3563.1 ms [2022-03-31 16:46:33 main:574] : INFO : Epoch 1817 | loss: 0.0311773 | val_loss: 0.031181 | Time: 3559.86 ms [2022-03-31 16:46:36 main:574] : INFO : Epoch 1818 | loss: 0.0311749 | val_loss: 0.0311746 | Time: 3565.07 ms [2022-03-31 16:46:40 main:574] : INFO : Epoch 1819 | loss: 0.0311722 | val_loss: 0.0311749 | Time: 3574.58 ms [2022-03-31 16:46:43 main:574] : INFO : Epoch 1820 | loss: 0.0311716 | val_loss: 0.0311751 | Time: 3619.47 ms [2022-03-31 16:46:47 main:574] : INFO : Epoch 1821 | loss: 0.0311721 | val_loss: 0.0311783 | Time: 3617.02 ms [2022-03-31 16:46:51 main:574] : INFO : Epoch 1822 | loss: 0.0311721 | val_loss: 0.0311756 | Time: 3565.71 ms [2022-03-31 16:46:54 main:574] : INFO : Epoch 1823 | loss: 0.0311718 | val_loss: 0.0311752 | Time: 3584.43 ms [2022-03-31 16:46:58 main:574] : INFO : Epoch 1824 | loss: 0.031173 | val_loss: 0.0311753 | Time: 3556.92 ms [2022-03-31 16:47:01 main:574] : INFO : Epoch 1825 | loss: 0.0311705 | val_loss: 0.0311772 | Time: 3543.27 ms [2022-03-31 16:47:05 main:574] : INFO : Epoch 1826 | loss: 0.0311732 | val_loss: 0.0311785 | Time: 3535.48 ms [2022-03-31 16:47:08 main:574] : INFO : Epoch 1827 | loss: 0.0311743 | val_loss: 0.0311787 | Time: 3526.99 ms [2022-03-31 16:47:12 main:574] : INFO : Epoch 1828 | loss: 0.0311739 | val_loss: 0.0311791 | Time: 3585.87 ms [2022-03-31 16:47:16 main:574] : INFO : Epoch 1829 | loss: 0.031175 | val_loss: 0.0311752 | Time: 3622.7 ms [2022-03-31 16:47:19 main:574] : INFO : Epoch 1830 | loss: 0.0311788 | val_loss: 0.0311751 | Time: 3598.38 ms [2022-03-31 16:47:23 main:574] : INFO : Epoch 1831 | loss: 0.0311726 | val_loss: 0.0311807 | Time: 3541.6 ms [2022-03-31 16:47:26 main:574] : INFO : Epoch 1832 | loss: 0.03117 | val_loss: 0.031174 | Time: 3586.52 ms [2022-03-31 16:47:30 main:574] : INFO : Epoch 1833 | loss: 0.0311711 | val_loss: 0.0311725 | Time: 3577.93 ms [2022-03-31 16:47:33 main:574] : INFO : Epoch 1834 | loss: 0.0311727 | val_loss: 0.0311824 | Time: 3558.68 ms [2022-03-31 16:47:37 main:574] : INFO : Epoch 1835 | loss: 0.0311747 | val_loss: 0.031175 | Time: 3567.76 ms [2022-03-31 16:47:41 main:574] : INFO : Epoch 1836 | loss: 0.0311714 | val_loss: 0.0311731 | Time: 3571.8 ms [2022-03-31 16:47:44 main:574] : INFO : Epoch 1837 | loss: 0.0311719 | val_loss: 0.0311744 | Time: 3622.97 ms [2022-03-31 16:47:48 main:574] : INFO : Epoch 1838 | loss: 0.0311727 | val_loss: 0.0311736 | Time: 3653.69 ms [2022-03-31 16:47:52 main:574] : INFO : Epoch 1839 | loss: 0.0311754 | val_loss: 0.031175 | Time: 3625.7 ms [2022-03-31 16:47:55 main:574] : INFO : Epoch 1840 | loss: 0.0311772 | val_loss: 0.0311742 | Time: 3601.12 ms [2022-03-31 16:47:59 main:574] : INFO : Epoch 1841 | loss: 0.0311743 | val_loss: 0.0311743 | Time: 3621.61 ms [2022-03-31 16:48:02 main:574] : INFO : Epoch 1842 | loss: 0.0311709 | val_loss: 0.0311786 | Time: 3568.46 ms [2022-03-31 16:48:06 main:574] : INFO : Epoch 1843 | loss: 0.0311724 | val_loss: 0.031172 | Time: 3625.53 ms [2022-03-31 16:48:10 main:574] : INFO : Epoch 1844 | loss: 0.031171 | val_loss: 0.0311739 | Time: 3616.5 ms [2022-03-31 16:48:13 main:574] : INFO : Epoch 1845 | loss: 0.031171 | val_loss: 0.0311767 | Time: 3639.8 ms [2022-03-31 16:48:17 main:574] : INFO : Epoch 1846 | loss: 0.0311731 | val_loss: 0.0311742 | Time: 3595.06 ms [2022-03-31 16:48:20 main:574] : INFO : Epoch 1847 | loss: 0.031173 | val_loss: 0.0311778 | Time: 3633.21 ms [2022-03-31 16:48:24 main:574] : INFO : Epoch 1848 | loss: 0.031174 | val_loss: 0.0311772 | Time: 3635.65 ms [2022-03-31 16:48:28 main:574] : INFO : Epoch 1849 | loss: 0.0311726 | val_loss: 0.0311763 | Time: 3634.4 ms [2022-03-31 16:48:31 main:574] : INFO : Epoch 1850 | loss: 0.0311744 | val_loss: 0.0311791 | Time: 3617.34 ms [2022-03-31 16:48:35 main:574] : INFO : Epoch 1851 | loss: 0.0311716 | val_loss: 0.0311729 | Time: 3632.96 ms [2022-03-31 16:48:39 main:574] : INFO : Epoch 1852 | loss: 0.0311708 | val_loss: 0.0311725 | Time: 3652.89 ms [2022-03-31 16:48:42 main:574] : INFO : Epoch 1853 | loss: 0.0311701 | val_loss: 0.0311729 | Time: 3638.42 ms [2022-03-31 16:48:46 main:574] : INFO : Epoch 1854 | loss: 0.0311713 | val_loss: 0.0311819 | Time: 3643.05 ms [2022-03-31 16:48:50 main:574] : INFO : Epoch 1855 | loss: 0.0311742 | val_loss: 0.0311758 | Time: 3611.86 ms [2022-03-31 16:48:53 main:574] : INFO : Epoch 1856 | loss: 0.0311776 | val_loss: 0.0311778 | Time: 3640.46 ms [2022-03-31 16:48:57 main:574] : INFO : Epoch 1857 | loss: 0.0311808 | val_loss: 0.0311838 | Time: 3647.64 ms [2022-03-31 16:49:00 main:574] : INFO : Epoch 1858 | loss: 0.0311836 | val_loss: 0.0311826 | Time: 3637.39 ms [2022-03-31 16:49:04 main:574] : INFO : Epoch 1859 | loss: 0.031192 | val_loss: 0.0311856 | Time: 3604.29 ms [2022-03-31 16:49:08 main:574] : INFO : Epoch 1860 | loss: 0.0311868 | val_loss: 0.0311794 | Time: 3647.2 ms [2022-03-31 16:49:11 main:574] : INFO : Epoch 1861 | loss: 0.0311814 | val_loss: 0.0311782 | Time: 3653.99 ms [2022-03-31 16:49:15 main:574] : INFO : Epoch 1862 | loss: 0.0311805 | val_loss: 0.0311761 | Time: 3635.32 ms [2022-03-31 16:49:19 main:574] : INFO : Epoch 1863 | loss: 0.0311797 | val_loss: 0.0311767 | Time: 3630.43 ms [2022-03-31 16:49:22 main:574] : INFO : Epoch 1864 | loss: 0.0311782 | val_loss: 0.0311774 | Time: 3646.75 ms [2022-03-31 16:49:26 main:574] : INFO : Epoch 1865 | loss: 0.0311784 | val_loss: 0.0311765 | Time: 3631.68 ms [2022-03-31 16:49:30 main:574] : INFO : Epoch 1866 | loss: 0.0311801 | val_loss: 0.0311792 | Time: 3639.65 ms [2022-03-31 16:49:33 main:574] : INFO : Epoch 1867 | loss: 0.031181 | val_loss: 0.0311764 | Time: 3647.37 ms [2022-03-31 16:49:37 main:574] : INFO : Epoch 1868 | loss: 0.0311776 | val_loss: 0.0311753 | Time: 3578.06 ms [2022-03-31 16:49:40 main:574] : INFO : Epoch 1869 | loss: 0.0311766 | val_loss: 0.0311768 | Time: 3602 ms [2022-03-31 16:49:44 main:574] : INFO : Epoch 1870 | loss: 0.0311764 | val_loss: 0.0311779 | Time: 3595.49 ms [2022-03-31 16:49:48 main:574] : INFO : Epoch 1871 | loss: 0.0311758 | val_loss: 0.0311744 | Time: 3615.55 ms [2022-03-31 16:49:51 main:574] : INFO : Epoch 1872 | loss: 0.0311747 | val_loss: 0.031175 | Time: 3640.04 ms [2022-03-31 16:49:55 main:574] : INFO : Epoch 1873 | loss: 0.0311751 | val_loss: 0.0311759 | Time: 3634.15 ms [2022-03-31 16:49:59 main:574] : INFO : Epoch 1874 | loss: 0.0311769 | val_loss: 0.0311784 | Time: 3635.37 ms [2022-03-31 16:50:02 main:574] : INFO : Epoch 1875 | loss: 0.0311795 | val_loss: 0.031175 | Time: 3636.25 ms [2022-03-31 16:50:06 main:574] : INFO : Epoch 1876 | loss: 0.031177 | val_loss: 0.0311752 | Time: 3646.98 ms [2022-03-31 16:50:10 main:574] : INFO : Epoch 1877 | loss: 0.0311771 | val_loss: 0.031177 | Time: 3640.33 ms [2022-03-31 16:50:13 main:574] : INFO : Epoch 1878 | loss: 0.0311808 | val_loss: 0.0311768 | Time: 3629.15 ms [2022-03-31 16:50:17 main:574] : INFO : Epoch 1879 | loss: 0.031176 | val_loss: 0.0311728 | Time: 3646.12 ms [2022-03-31 16:50:20 main:574] : INFO : Epoch 1880 | loss: 0.0311741 | val_loss: 0.0311712 | Time: 3598.21 ms [2022-03-31 16:50:24 main:574] : INFO : Epoch 1881 | loss: 0.0311744 | val_loss: 0.0311713 | Time: 3626.16 ms [2022-03-31 16:50:28 main:574] : INFO : Epoch 1882 | loss: 0.0311726 | val_loss: 0.0311714 | Time: 3640.25 ms [2022-03-31 16:50:31 main:574] : INFO : Epoch 1883 | loss: 0.0311739 | val_loss: 0.0311743 | Time: 3597.72 ms [2022-03-31 16:50:35 main:574] : INFO : Epoch 1884 | loss: 0.031174 | val_loss: 0.0311708 | Time: 3609.46 ms [2022-03-31 16:50:39 main:574] : INFO : Epoch 1885 | loss: 0.0311752 | val_loss: 0.0311741 | Time: 3606.7 ms [2022-03-31 16:50:42 main:574] : INFO : Epoch 1886 | loss: 0.0311811 | val_loss: 0.0311733 | Time: 3675.4 ms [2022-03-31 16:50:46 main:574] : INFO : Epoch 1887 | loss: 0.031177 | val_loss: 0.0311716 | Time: 3615.22 ms [2022-03-31 16:50:49 main:574] : INFO : Epoch 1888 | loss: 0.0311746 | val_loss: 0.0311725 | Time: 3597.24 ms [2022-03-31 16:50:53 main:574] : INFO : Epoch 1889 | loss: 0.0311759 | val_loss: 0.0311702 | Time: 3617.02 ms [2022-03-31 16:50:57 main:574] : INFO : Epoch 1890 | loss: 0.0311727 | val_loss: 0.031171 | Time: 3626.58 ms [2022-03-31 16:51:00 main:574] : INFO : Epoch 1891 | loss: 0.0311714 | val_loss: 0.0311725 | Time: 3660.36 ms [2022-03-31 16:51:04 main:574] : INFO : Epoch 1892 | loss: 0.0311719 | val_loss: 0.0311719 | Time: 3631.56 ms [2022-03-31 16:51:08 main:574] : INFO : Epoch 1893 | loss: 0.0311714 | val_loss: 0.0311707 | Time: 3631.86 ms [2022-03-31 16:51:11 main:574] : INFO : Epoch 1894 | loss: 0.031171 | val_loss: 0.0311714 | Time: 3639.48 ms [2022-03-31 16:51:15 main:574] : INFO : Epoch 1895 | loss: 0.0311719 | val_loss: 0.0311708 | Time: 3628.89 ms [2022-03-31 16:51:18 main:574] : INFO : Epoch 1896 | loss: 0.0311733 | val_loss: 0.0311729 | Time: 3618.38 ms [2022-03-31 16:51:22 main:574] : INFO : Epoch 1897 | loss: 0.0311738 | val_loss: 0.031175 | Time: 3611.66 ms [2022-03-31 16:51:26 main:574] : INFO : Epoch 1898 | loss: 0.0311754 | val_loss: 0.0311767 | Time: 3635.98 ms [2022-03-31 16:51:29 main:574] : INFO : Epoch 1899 | loss: 0.0311725 | val_loss: 0.0311705 | Time: 3637.86 ms [2022-03-31 16:51:33 main:574] : INFO : Epoch 1900 | loss: 0.0311712 | val_loss: 0.0311734 | Time: 3627.73 ms [2022-03-31 16:51:37 main:574] : INFO : Epoch 1901 | loss: 0.0311706 | val_loss: 0.0311709 | Time: 3728.28 ms [2022-03-31 16:51:40 main:574] : INFO : Epoch 1902 | loss: 0.0311701 | val_loss: 0.0311695 | Time: 3619.34 ms [2022-03-31 16:51:44 main:574] : INFO : Epoch 1903 | loss: 0.0311697 | val_loss: 0.0311704 | Time: 3633.38 ms [2022-03-31 16:51:48 main:574] : INFO : Epoch 1904 | loss: 0.0311719 | val_loss: 0.0311735 | Time: 3639.46 ms [2022-03-31 16:51:51 main:574] : INFO : Epoch 1905 | loss: 0.031178 | val_loss: 0.0311769 | Time: 3613.77 ms [2022-03-31 16:51:55 main:574] : INFO : Epoch 1906 | loss: 0.0311762 | val_loss: 0.0311727 | Time: 3624.31 ms [2022-03-31 16:51:59 main:574] : INFO : Epoch 1907 | loss: 0.0311731 | val_loss: 0.0311729 | Time: 3641.53 ms [2022-03-31 16:52:02 main:574] : INFO : Epoch 1908 | loss: 0.0311728 | val_loss: 0.0311717 | Time: 3632.26 ms [2022-03-31 16:52:06 main:574] : INFO : Epoch 1909 | loss: 0.031175 | val_loss: 0.0311736 | Time: 3634.81 ms [2022-03-31 16:52:09 main:574] : INFO : Epoch 1910 | loss: 0.031177 | val_loss: 0.031178 | Time: 3610.69 ms [2022-03-31 16:52:13 main:574] : INFO : Epoch 1911 | loss: 0.0311779 | val_loss: 0.0311742 | Time: 3619.87 ms [2022-03-31 16:52:17 main:574] : INFO : Epoch 1912 | loss: 0.0311776 | val_loss: 0.0311808 | Time: 3625.53 ms [2022-03-31 16:52:20 main:574] : INFO : Epoch 1913 | loss: 0.0311792 | val_loss: 0.031175 | Time: 3611.14 ms [2022-03-31 16:52:24 main:574] : INFO : Epoch 1914 | loss: 0.0311805 | val_loss: 0.0311732 | Time: 3642.96 ms [2022-03-31 16:52:28 main:574] : INFO : Epoch 1915 | loss: 0.0311753 | val_loss: 0.0311753 | Time: 3612.28 ms [2022-03-31 16:52:31 main:574] : INFO : Epoch 1916 | loss: 0.0311771 | val_loss: 0.031176 | Time: 3580.47 ms [2022-03-31 16:52:35 main:574] : INFO : Epoch 1917 | loss: 0.0311763 | val_loss: 0.0311726 | Time: 3625.78 ms [2022-03-31 16:52:38 main:574] : INFO : Epoch 1918 | loss: 0.031175 | val_loss: 0.0311734 | Time: 3610.31 ms [2022-03-31 16:52:42 main:574] : INFO : Epoch 1919 | loss: 0.0311752 | val_loss: 0.0311843 | Time: 3590.7 ms [2022-03-31 16:52:46 main:574] : INFO : Epoch 1920 | loss: 0.031182 | val_loss: 0.0311797 | Time: 3630.25 ms [2022-03-31 16:52:49 main:574] : INFO : Epoch 1921 | loss: 0.0311799 | val_loss: 0.0311771 | Time: 3663.38 ms [2022-03-31 16:52:53 main:574] : INFO : Epoch 1922 | loss: 0.0311785 | val_loss: 0.0311742 | Time: 3629.47 ms [2022-03-31 16:52:57 main:574] : INFO : Epoch 1923 | loss: 0.0311765 | val_loss: 0.03118 | Time: 3640.9 ms [2022-03-31 16:53:00 main:574] : INFO : Epoch 1924 | loss: 0.0311757 | val_loss: 0.0311728 | Time: 3649.95 ms [2022-03-31 16:53:04 main:574] : INFO : Epoch 1925 | loss: 0.0311767 | val_loss: 0.0311745 | Time: 3632.25 ms [2022-03-31 16:53:08 main:574] : INFO : Epoch 1926 | loss: 0.0311739 | val_loss: 0.0311716 | Time: 3644.32 ms [2022-03-31 16:53:11 main:574] : INFO : Epoch 1927 | loss: 0.031174 | val_loss: 0.0311727 | Time: 3621.24 ms [2022-03-31 16:53:15 main:574] : INFO : Epoch 1928 | loss: 0.0311753 | val_loss: 0.0311745 | Time: 3633.5 ms [2022-03-31 16:53:18 main:574] : INFO : Epoch 1929 | loss: 0.0311781 | val_loss: 0.0311725 | Time: 3642.72 ms [2022-03-31 16:53:22 main:574] : INFO : Epoch 1930 | loss: 0.0311737 | val_loss: 0.0311747 | Time: 3631.16 ms [2022-03-31 16:53:26 main:574] : INFO : Epoch 1931 | loss: 0.0311788 | val_loss: 0.0311857 | Time: 3597.73 ms [2022-03-31 16:53:29 main:574] : INFO : Epoch 1932 | loss: 0.0311805 | val_loss: 0.031172 | Time: 3656.97 ms [2022-03-31 16:53:33 main:574] : INFO : Epoch 1933 | loss: 0.031175 | val_loss: 0.0311739 | Time: 3633.5 ms [2022-03-31 16:53:37 main:574] : INFO : Epoch 1934 | loss: 0.0311765 | val_loss: 0.0311731 | Time: 3598.54 ms [2022-03-31 16:53:40 main:574] : INFO : Epoch 1935 | loss: 0.0311726 | val_loss: 0.0311715 | Time: 3636.14 ms [2022-03-31 16:53:44 main:574] : INFO : Epoch 1936 | loss: 0.031172 | val_loss: 0.0311723 | Time: 3619.95 ms [2022-03-31 16:53:47 main:574] : INFO : Epoch 1937 | loss: 0.031173 | val_loss: 0.0311742 | Time: 3644.42 ms [2022-03-31 16:53:51 main:574] : INFO : Epoch 1938 | loss: 0.0311729 | val_loss: 0.0311707 | Time: 3631.13 ms [2022-03-31 16:53:55 main:574] : INFO : Epoch 1939 | loss: 0.0311761 | val_loss: 0.0311751 | Time: 3597 ms [2022-03-31 16:53:58 main:574] : INFO : Epoch 1940 | loss: 0.0311744 | val_loss: 0.0311788 | Time: 3654.04 ms [2022-03-31 16:54:02 main:574] : INFO : Epoch 1941 | loss: 0.031183 | val_loss: 0.0311807 | Time: 3579.16 ms [2022-03-31 16:54:06 main:574] : INFO : Epoch 1942 | loss: 0.031183 | val_loss: 0.0311806 | Time: 3627.51 ms [2022-03-31 16:54:09 main:574] : INFO : Epoch 1943 | loss: 0.0311844 | val_loss: 0.0311845 | Time: 3612.96 ms [2022-03-31 16:54:13 main:574] : INFO : Epoch 1944 | loss: 0.0311874 | val_loss: 0.0311867 | Time: 3587.18 ms [2022-03-31 16:54:16 main:574] : INFO : Epoch 1945 | loss: 0.0311861 | val_loss: 0.0311873 | Time: 3619.34 ms [2022-03-31 16:54:20 main:574] : INFO : Epoch 1946 | loss: 0.031189 | val_loss: 0.031199 | Time: 3624.7 ms [2022-03-31 16:54:24 main:574] : INFO : Epoch 1947 | loss: 0.0312018 | val_loss: 0.0312 | Time: 3635.97 ms [2022-03-31 16:54:27 main:574] : INFO : Epoch 1948 | loss: 0.0312044 | val_loss: 0.0312054 | Time: 3606.17 ms [2022-03-31 16:54:31 main:574] : INFO : Epoch 1949 | loss: 0.0312034 | val_loss: 0.0311995 | Time: 3618.28 ms [2022-03-31 16:54:35 main:574] : INFO : Epoch 1950 | loss: 0.0312008 | val_loss: 0.0312013 | Time: 3620.14 ms [2022-03-31 16:54:38 main:574] : INFO : Epoch 1951 | loss: 0.0311987 | val_loss: 0.0311976 | Time: 3601.29 ms [2022-03-31 16:54:42 main:574] : INFO : Epoch 1952 | loss: 0.031201 | val_loss: 0.0311996 | Time: 3607.62 ms [2022-03-31 16:54:45 main:574] : INFO : Epoch 1953 | loss: 0.0312044 | val_loss: 0.0312051 | Time: 3650.87 ms [2022-03-31 16:54:49 main:574] : INFO : Epoch 1954 | loss: 0.031205 | val_loss: 0.0311987 | Time: 3617.39 ms [2022-03-31 16:54:53 main:574] : INFO : Epoch 1955 | loss: 0.0312036 | val_loss: 0.0311981 | Time: 3644.24 ms [2022-03-31 16:54:56 main:574] : INFO : Epoch 1956 | loss: 0.0312028 | val_loss: 0.031196 | Time: 3604.61 ms [2022-03-31 16:55:00 main:574] : INFO : Epoch 1957 | loss: 0.0312 | val_loss: 0.0311979 | Time: 3616.79 ms [2022-03-31 16:55:04 main:574] : INFO : Epoch 1958 | loss: 0.0311987 | val_loss: 0.0311967 | Time: 3616.33 ms [2022-03-31 16:55:07 main:574] : INFO : Epoch 1959 | loss: 0.0311969 | val_loss: 0.0311922 | Time: 3623.49 ms [2022-03-31 16:55:11 main:574] : INFO : Epoch 1960 | loss: 0.0311951 | val_loss: 0.0311909 | Time: 3633.78 ms [2022-03-31 16:55:14 main:574] : INFO : Epoch 1961 | loss: 0.0311931 | val_loss: 0.0311895 | Time: 3615.89 ms [2022-03-31 16:55:18 main:574] : INFO : Epoch 1962 | loss: 0.0311934 | val_loss: 0.0311947 | Time: 3599.9 ms [2022-03-31 16:55:22 main:574] : INFO : Epoch 1963 | loss: 0.0311931 | val_loss: 0.0311902 | Time: 3624.73 ms [2022-03-31 16:55:25 main:574] : INFO : Epoch 1964 | loss: 0.0311932 | val_loss: 0.0311894 | Time: 3622.52 ms [2022-03-31 16:55:29 main:574] : INFO : Epoch 1965 | loss: 0.0311906 | val_loss: 0.0311901 | Time: 3639.33 ms [2022-03-31 16:55:33 main:574] : INFO : Epoch 1966 | loss: 0.0311893 | val_loss: 0.0311892 | Time: 3622.83 ms [2022-03-31 16:55:36 main:574] : INFO : Epoch 1967 | loss: 0.0311887 | val_loss: 0.0311882 | Time: 3625.55 ms [2022-03-31 16:55:40 main:574] : INFO : Epoch 1968 | loss: 0.0311896 | val_loss: 0.0311886 | Time: 3624.45 ms [2022-03-31 16:55:43 main:574] : INFO : Epoch 1969 | loss: 0.0311924 | val_loss: 0.0311986 | Time: 3603.91 ms [2022-03-31 16:55:47 main:574] : INFO : Epoch 1970 | loss: 0.031192 | val_loss: 0.0311976 | Time: 3584.99 ms [2022-03-31 16:55:51 main:574] : INFO : Epoch 1971 | loss: 0.0311927 | val_loss: 0.0311884 | Time: 3640.17 ms [2022-03-31 16:55:54 main:574] : INFO : Epoch 1972 | loss: 0.0311956 | val_loss: 0.031203 | Time: 3637.29 ms [2022-03-31 16:55:58 main:574] : INFO : Epoch 1973 | loss: 0.0311945 | val_loss: 0.0311907 | Time: 3657.9 ms [2022-03-31 16:56:02 main:574] : INFO : Epoch 1974 | loss: 0.0311902 | val_loss: 0.0311881 | Time: 3608.38 ms [2022-03-31 16:56:05 main:574] : INFO : Epoch 1975 | loss: 0.0311897 | val_loss: 0.031191 | Time: 3509.36 ms [2022-03-31 16:56:09 main:574] : INFO : Epoch 1976 | loss: 0.0311892 | val_loss: 0.0311868 | Time: 3634.49 ms [2022-03-31 16:56:12 main:574] : INFO : Epoch 1977 | loss: 0.0311886 | val_loss: 0.0311896 | Time: 3594.32 ms [2022-03-31 16:56:16 main:574] : INFO : Epoch 1978 | loss: 0.0311883 | val_loss: 0.0311903 | Time: 3647.71 ms [2022-03-31 16:56:20 main:574] : INFO : Epoch 1979 | loss: 0.0311898 | val_loss: 0.0311903 | Time: 3636.53 ms [2022-03-31 16:56:23 main:574] : INFO : Epoch 1980 | loss: 0.0311907 | val_loss: 0.0311895 | Time: 3612.31 ms [2022-03-31 16:56:27 main:574] : INFO : Epoch 1981 | loss: 0.0311884 | val_loss: 0.0311884 | Time: 3663.21 ms [2022-03-31 16:56:31 main:574] : INFO : Epoch 1982 | loss: 0.0311893 | val_loss: 0.0311876 | Time: 3625.8 ms [2022-03-31 16:56:34 main:574] : INFO : Epoch 1983 | loss: 0.0311889 | val_loss: 0.0311917 | Time: 3616.11 ms [2022-03-31 16:56:38 main:574] : INFO : Epoch 1984 | loss: 0.0311897 | val_loss: 0.031192 | Time: 3619.5 ms [2022-03-31 16:56:41 main:574] : INFO : Epoch 1985 | loss: 0.0311901 | val_loss: 0.031188 | Time: 3629.49 ms [2022-03-31 16:56:45 main:574] : INFO : Epoch 1986 | loss: 0.0311874 | val_loss: 0.0311865 | Time: 3635.09 ms [2022-03-31 16:56:49 main:574] : INFO : Epoch 1987 | loss: 0.0311872 | val_loss: 0.0311865 | Time: 3604.73 ms [2022-03-31 16:56:52 main:574] : INFO : Epoch 1988 | loss: 0.0311872 | val_loss: 0.0311869 | Time: 3617.76 ms [2022-03-31 16:56:56 main:574] : INFO : Epoch 1989 | loss: 0.0311885 | val_loss: 0.0311898 | Time: 3645.64 ms [2022-03-31 16:57:00 main:574] : INFO : Epoch 1990 | loss: 0.0311874 | val_loss: 0.0311863 | Time: 3636.28 ms [2022-03-31 16:57:03 main:574] : INFO : Epoch 1991 | loss: 0.0311867 | val_loss: 0.0311862 | Time: 3620.33 ms [2022-03-31 16:57:07 main:574] : INFO : Epoch 1992 | loss: 0.031187 | val_loss: 0.0311861 | Time: 3655.88 ms [2022-03-31 16:57:10 main:574] : INFO : Epoch 1993 | loss: 0.0311855 | val_loss: 0.0311882 | Time: 3627.01 ms [2022-03-31 16:57:14 main:574] : INFO : Epoch 1994 | loss: 0.0311884 | val_loss: 0.0311859 | Time: 3621.03 ms [2022-03-31 16:57:18 main:574] : INFO : Epoch 1995 | loss: 0.0311871 | val_loss: 0.0311884 | Time: 3597.96 ms [2022-03-31 16:57:21 main:574] : INFO : Epoch 1996 | loss: 0.0311896 | val_loss: 0.031188 | Time: 3639.34 ms [2022-03-31 16:57:25 main:574] : INFO : Epoch 1997 | loss: 0.0311872 | val_loss: 0.0311867 | Time: 3641.12 ms [2022-03-31 16:57:29 main:574] : INFO : Epoch 1998 | loss: 0.0311849 | val_loss: 0.0311864 | Time: 3593.77 ms [2022-03-31 16:57:32 main:574] : INFO : Epoch 1999 | loss: 0.031185 | val_loss: 0.031185 | Time: 3618.08 ms [2022-03-31 16:57:36 main:574] : INFO : Epoch 2000 | loss: 0.0311843 | val_loss: 0.0311855 | Time: 3643.57 ms [2022-03-31 16:57:40 main:574] : INFO : Epoch 2001 | loss: 0.0311836 | val_loss: 0.0311859 | Time: 3644.37 ms [2022-03-31 16:57:43 main:574] : INFO : Epoch 2002 | loss: 0.0311839 | val_loss: 0.0311897 | Time: 3622.84 ms [2022-03-31 16:57:47 main:574] : INFO : Epoch 2003 | loss: 0.0311925 | val_loss: 0.0311913 | Time: 3627.96 ms [2022-03-31 16:57:50 main:574] : INFO : Epoch 2004 | loss: 0.0311966 | val_loss: 0.0311909 | Time: 3605.82 ms [2022-03-31 16:57:54 main:574] : INFO : Epoch 2005 | loss: 0.0311901 | val_loss: 0.031188 | Time: 3626.81 ms [2022-03-31 16:57:58 main:574] : INFO : Epoch 2006 | loss: 0.03119 | val_loss: 0.0311909 | Time: 3605.59 ms [2022-03-31 16:58:01 main:574] : INFO : Epoch 2007 | loss: 0.031188 | val_loss: 0.0311876 | Time: 3654.81 ms [2022-03-31 16:58:05 main:574] : INFO : Epoch 2008 | loss: 0.0311873 | val_loss: 0.0311892 | Time: 3624.54 ms [2022-03-31 16:58:09 main:574] : INFO : Epoch 2009 | loss: 0.0311896 | val_loss: 0.0311893 | Time: 3585.07 ms [2022-03-31 16:58:12 main:574] : INFO : Epoch 2010 | loss: 0.0311869 | val_loss: 0.0311888 | Time: 3623.27 ms [2022-03-31 16:58:16 main:574] : INFO : Epoch 2011 | loss: 0.0311898 | val_loss: 0.0311908 | Time: 3608.96 ms [2022-03-31 16:58:19 main:574] : INFO : Epoch 2012 | loss: 0.0311891 | val_loss: 0.0311879 | Time: 3640.94 ms [2022-03-31 16:58:23 main:574] : INFO : Epoch 2013 | loss: 0.0311902 | val_loss: 0.0311877 | Time: 3626.3 ms [2022-03-31 16:58:27 main:574] : INFO : Epoch 2014 | loss: 0.0311897 | val_loss: 0.0311874 | Time: 3627.38 ms [2022-03-31 16:58:30 main:574] : INFO : Epoch 2015 | loss: 0.0311889 | val_loss: 0.0311889 | Time: 3622.3 ms [2022-03-31 16:58:34 main:574] : INFO : Epoch 2016 | loss: 0.031189 | val_loss: 0.0311887 | Time: 3668.68 ms [2022-03-31 16:58:38 main:574] : INFO : Epoch 2017 | loss: 0.0311892 | val_loss: 0.0311935 | Time: 3601.34 ms [2022-03-31 16:58:41 main:574] : INFO : Epoch 2018 | loss: 0.0311907 | val_loss: 0.0311917 | Time: 3608.28 ms [2022-03-31 16:58:45 main:574] : INFO : Epoch 2019 | loss: 0.0311902 | val_loss: 0.0311985 | Time: 3630.96 ms [2022-03-31 16:58:48 main:574] : INFO : Epoch 2020 | loss: 0.0311928 | val_loss: 0.0311884 | Time: 3635.72 ms [2022-03-31 16:58:52 main:574] : INFO : Epoch 2021 | loss: 0.0311892 | val_loss: 0.0311861 | Time: 3633.24 ms [2022-03-31 16:58:56 main:574] : INFO : Epoch 2022 | loss: 0.0311886 | val_loss: 0.0311876 | Time: 3620.42 ms [2022-03-31 16:58:59 main:574] : INFO : Epoch 2023 | loss: 0.0311888 | val_loss: 0.0311896 | Time: 3620.45 ms [2022-03-31 16:59:03 main:574] : INFO : Epoch 2024 | loss: 0.0311876 | val_loss: 0.0311862 | Time: 3609.74 ms [2022-03-31 16:59:07 main:574] : INFO : Epoch 2025 | loss: 0.0311873 | val_loss: 0.0311893 | Time: 3619.9 ms [2022-03-31 16:59:10 main:574] : INFO : Epoch 2026 | loss: 0.0311883 | val_loss: 0.0311867 | Time: 3642.8 ms [2022-03-31 16:59:14 main:574] : INFO : Epoch 2027 | loss: 0.0311868 | val_loss: 0.0311859 | Time: 3588.72 ms [2022-03-31 16:59:17 main:574] : INFO : Epoch 2028 | loss: 0.0311868 | val_loss: 0.0311855 | Time: 3579.34 ms [2022-03-31 16:59:21 main:574] : INFO : Epoch 2029 | loss: 0.0311858 | val_loss: 0.0311854 | Time: 3626.23 ms [2022-03-31 16:59:25 main:574] : INFO : Epoch 2030 | loss: 0.0311856 | val_loss: 0.0311862 | Time: 3639.22 ms [2022-03-31 16:59:28 main:574] : INFO : Epoch 2031 | loss: 0.031186 | val_loss: 0.0311852 | Time: 3627.08 ms [2022-03-31 16:59:32 main:574] : INFO : Epoch 2032 | loss: 0.0311887 | val_loss: 0.0311947 | Time: 3651.49 ms [2022-03-31 16:59:36 main:574] : INFO : Epoch 2033 | loss: 0.0311869 | val_loss: 0.0311858 | Time: 3628.63 ms [2022-03-31 16:59:39 main:574] : INFO : Epoch 2034 | loss: 0.0311852 | val_loss: 0.0311858 | Time: 3612.9 ms [2022-03-31 16:59:43 main:574] : INFO : Epoch 2035 | loss: 0.031186 | val_loss: 0.0311859 | Time: 3624.21 ms [2022-03-31 16:59:46 main:574] : INFO : Epoch 2036 | loss: 0.0311876 | val_loss: 0.0311872 | Time: 3580.1 ms [2022-03-31 16:59:50 main:574] : INFO : Epoch 2037 | loss: 0.0311877 | val_loss: 0.0311863 | Time: 3578.85 ms [2022-03-31 16:59:54 main:574] : INFO : Epoch 2038 | loss: 0.0311849 | val_loss: 0.0311864 | Time: 3641.3 ms [2022-03-31 16:59:57 main:574] : INFO : Epoch 2039 | loss: 0.031186 | val_loss: 0.0311857 | Time: 3618.69 ms [2022-03-31 17:00:01 main:574] : INFO : Epoch 2040 | loss: 0.0311853 | val_loss: 0.0311878 | Time: 3589.92 ms [2022-03-31 17:00:04 main:574] : INFO : Epoch 2041 | loss: 0.0311853 | val_loss: 0.0311899 | Time: 3576.34 ms [2022-03-31 17:00:08 main:574] : INFO : Epoch 2042 | loss: 0.0311853 | val_loss: 0.0311864 | Time: 3568.65 ms [2022-03-31 17:00:12 main:574] : INFO : Epoch 2043 | loss: 0.0311843 | val_loss: 0.0311848 | Time: 3599.95 ms [2022-03-31 17:00:15 main:574] : INFO : Epoch 2044 | loss: 0.0311837 | val_loss: 0.0311838 | Time: 3601.22 ms [2022-03-31 17:00:19 main:574] : INFO : Epoch 2045 | loss: 0.0311856 | val_loss: 0.0311848 | Time: 3617.7 ms [2022-03-31 17:00:22 main:574] : INFO : Epoch 2046 | loss: 0.031189 | val_loss: 0.0311967 | Time: 3608.1 ms [2022-03-31 17:00:26 main:574] : INFO : Epoch 2047 | loss: 0.0311867 | val_loss: 0.031183 | Time: 3606.31 ms [2022-03-31 17:00:30 main:574] : INFO : Epoch 2048 | loss: 0.0311833 | val_loss: 0.0311838 | Time: 3627.82 ms [2022-03-31 17:00:30 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311838 [2022-03-31 17:00:30 main:603] : INFO : Saving end state to config to file [2022-03-31 17:00:30 main:608] : INFO : Success, exiting.. 17:00:30 (9412): 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)