Task 14623998
| Name | ParityModified-1647040493-15891-3-0_1 |
| Workunit | 11574202 |
| Created | 18 Apr 2022, 15:37:00 UTC |
| Sent | 18 Apr 2022, 15:40:49 UTC |
| Report deadline | 26 Apr 2022, 15:40:49 UTC |
| Received | 24 Apr 2022, 3:12:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7896 |
| Run time | 4 hours 10 min 1 sec |
| CPU time | 2 hours 31 min 39 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,940.75 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 022-04-24 04:05:47 main:574] : INFO : Epoch 1614 | loss: 0.031173 | val_loss: 0.0311764 | Time: 6026.03 ms [2022-04-24 04:05:55 main:574] : INFO : Epoch 1615 | loss: 0.0311732 | val_loss: 0.0311752 | Time: 6966.27 ms [2022-04-24 04:06:01 main:574] : INFO : Epoch 1616 | loss: 0.0311743 | val_loss: 0.0311762 | Time: 5224.54 ms [2022-04-24 04:06:07 main:574] : INFO : Epoch 1617 | loss: 0.0311732 | val_loss: 0.0311741 | Time: 5766.37 ms [2022-04-24 04:06:12 main:574] : INFO : Epoch 1618 | loss: 0.0311731 | val_loss: 0.0311748 | Time: 5397.12 ms [2022-04-24 04:06:20 main:574] : INFO : Epoch 1619 | loss: 0.031173 | val_loss: 0.0311739 | Time: 7841.59 ms [2022-04-24 04:06:27 main:574] : INFO : Epoch 1620 | loss: 0.0311723 | val_loss: 0.0311727 | Time: 6405.89 ms [2022-04-24 04:06:36 main:574] : INFO : Epoch 1621 | loss: 0.0311717 | val_loss: 0.0311731 | Time: 8061.55 ms [2022-04-24 04:06:44 main:574] : INFO : Epoch 1622 | loss: 0.0311721 | val_loss: 0.0311729 | Time: 7963.17 ms [2022-04-24 04:06:52 main:574] : INFO : Epoch 1623 | loss: 0.0311713 | val_loss: 0.0311743 | Time: 7176.72 ms [2022-04-24 04:06:59 main:574] : INFO : Epoch 1624 | loss: 0.031173 | val_loss: 0.0311743 | Time: 6654.1 ms [2022-04-24 04:07:05 main:574] : INFO : Epoch 1625 | loss: 0.0311745 | val_loss: 0.0311762 | Time: 6177.44 ms [2022-04-24 04:07:11 main:574] : INFO : Epoch 1626 | loss: 0.031173 | val_loss: 0.0311765 | Time: 6055.64 ms [2022-04-24 04:07:18 main:574] : INFO : Epoch 1627 | loss: 0.0311733 | val_loss: 0.0311773 | Time: 6655.98 ms [2022-04-24 04:07:25 main:574] : INFO : Epoch 1628 | loss: 0.031173 | val_loss: 0.0311762 | Time: 7186.27 ms [2022-04-24 04:07:33 main:574] : INFO : Epoch 1629 | loss: 0.0311723 | val_loss: 0.0311753 | Time: 6873.68 ms [2022-04-24 04:07:42 main:574] : INFO : Epoch 1630 | loss: 0.0311717 | val_loss: 0.0311749 | Time: 8840.4 ms [2022-04-24 04:07:49 main:574] : INFO : Epoch 1631 | loss: 0.0311717 | val_loss: 0.0311748 | Time: 7671.36 ms [2022-04-24 04:07:56 main:574] : INFO : Epoch 1632 | loss: 0.0311715 | val_loss: 0.0311757 | Time: 5980.53 ms [2022-04-24 04:08:04 main:574] : INFO : Epoch 1633 | loss: 0.031172 | val_loss: 0.0311753 | Time: 6971.29 ms [2022-04-24 04:08:10 main:574] : INFO : Epoch 1634 | loss: 0.0311713 | val_loss: 0.0311737 | Time: 6220.22 ms [2022-04-24 04:08:17 main:574] : INFO : Epoch 1635 | loss: 0.0311711 | val_loss: 0.0311764 | Time: 6487.75 ms [2022-04-24 04:08:24 main:574] : INFO : Epoch 1636 | loss: 0.0311719 | val_loss: 0.0311766 | Time: 7230.8 ms [2022-04-24 04:08:32 main:574] : INFO : Epoch 1637 | loss: 0.0311724 | val_loss: 0.0311755 | Time: 8067.1 ms [2022-04-24 04:08:40 main:574] : INFO : Epoch 1638 | loss: 0.031172 | val_loss: 0.0311761 | Time: 7366.62 ms [2022-04-24 04:08:47 main:574] : INFO : Epoch 1639 | loss: 0.0311725 | val_loss: 0.0311776 | Time: 6850.96 ms [2022-04-24 04:08:54 main:574] : INFO : Epoch 1640 | loss: 0.0311718 | val_loss: 0.0311805 | Time: 6242.58 ms [2022-04-24 04:09:01 main:574] : INFO : Epoch 1641 | loss: 0.0311721 | val_loss: 0.0311765 | Time: 7350.76 ms [2022-04-24 04:09:08 main:574] : INFO : Epoch 1642 | loss: 0.0311709 | val_loss: 0.0311766 | Time: 6690.32 ms [2022-04-24 04:09:16 main:574] : INFO : Epoch 1643 | loss: 0.0311708 | val_loss: 0.0311785 | Time: 7201.01 ms [2022-04-24 04:09:24 main:574] : INFO : Epoch 1644 | loss: 0.0311707 | val_loss: 0.031177 | Time: 7533.8 ms [2022-04-24 04:09:32 main:574] : INFO : Epoch 1645 | loss: 0.0311703 | val_loss: 0.0311784 | Time: 7782.96 ms [2022-04-24 04:09:41 main:574] : INFO : Epoch 1646 | loss: 0.0311704 | val_loss: 0.0311795 | Time: 7867.99 ms [2022-04-24 04:09:50 main:574] : INFO : Epoch 1647 | loss: 0.0311705 | val_loss: 0.0311781 | Time: 8820.02 ms [2022-04-24 04:09:59 main:574] : INFO : Epoch 1648 | loss: 0.0311708 | val_loss: 0.0311782 | Time: 7907.44 ms [2022-04-24 04:10:07 main:574] : INFO : Epoch 1649 | loss: 0.0311719 | val_loss: 0.0311795 | Time: 7352.18 ms [2022-04-24 04:10:14 main:574] : INFO : Epoch 1650 | loss: 0.0311723 | val_loss: 0.0311766 | Time: 6883.72 ms [2022-04-24 04:10:20 main:574] : INFO : Epoch 1651 | loss: 0.0311725 | val_loss: 0.031177 | Time: 6264.33 ms [2022-04-24 04:10:27 main:574] : INFO : Epoch 1652 | loss: 0.0311706 | val_loss: 0.0311787 | Time: 6865.03 ms [2022-04-24 04:10:35 main:574] : INFO : Epoch 1653 | loss: 0.03117 | val_loss: 0.0311768 | Time: 6632.15 ms [2022-04-24 04:10:43 main:574] : INFO : Epoch 1654 | loss: 0.0311708 | val_loss: 0.031177 | Time: 7030.23 ms [2022-04-24 04:10:50 main:574] : INFO : Epoch 1655 | loss: 0.0311714 | val_loss: 0.031178 | Time: 6848.04 ms [2022-04-24 04:10:57 main:574] : INFO : Epoch 1656 | loss: 0.0311706 | val_loss: 0.0311759 | Time: 6484.7 ms [2022-04-24 04:11:04 main:574] : INFO : Epoch 1657 | loss: 0.0311697 | val_loss: 0.0311806 | Time: 7108.4 ms [2022-04-24 04:11:12 main:574] : INFO : Epoch 1658 | loss: 0.0311705 | val_loss: 0.0311774 | Time: 6630.44 ms [2022-04-24 04:11:19 main:574] : INFO : Epoch 1659 | loss: 0.0311687 | val_loss: 0.0311775 | Time: 6557.37 ms [2022-04-24 04:11:26 main:574] : INFO : Epoch 1660 | loss: 0.0311687 | val_loss: 0.0311766 | Time: 6638.04 ms [2022-04-24 04:11:33 main:574] : INFO : Epoch 1661 | loss: 0.0311695 | val_loss: 0.0311772 | Time: 6270.43 ms [2022-04-24 04:11:39 main:574] : INFO : Epoch 1662 | loss: 0.0311701 | val_loss: 0.0311766 | Time: 6492.05 ms [2022-04-24 04:11:46 main:574] : INFO : Epoch 1663 | loss: 0.0311707 | val_loss: 0.0311763 | Time: 6023 ms [2022-04-24 04:11:52 main:574] : INFO : Epoch 1664 | loss: 0.0311708 | val_loss: 0.0311799 | Time: 6190.02 ms [2022-04-24 04:11:59 main:574] : INFO : Epoch 1665 | loss: 0.0311736 | val_loss: 0.0311776 | Time: 6415.49 ms [2022-04-24 04:12:05 main:574] : INFO : Epoch 1666 | loss: 0.0311736 | val_loss: 0.0311767 | Time: 6178.47 ms [2022-04-24 04:12:12 main:574] : INFO : Epoch 1667 | loss: 0.0311735 | val_loss: 0.0311771 | Time: 6540.43 ms [2022-04-24 04:12:19 main:574] : INFO : Epoch 1668 | loss: 0.0311728 | val_loss: 0.0311763 | Time: 6359.37 ms [2022-04-24 04:12:26 main:574] : INFO : Epoch 1669 | loss: 0.0311734 | val_loss: 0.0311779 | Time: 6516.11 ms [2022-04-24 04:12:33 main:574] : INFO : Epoch 1670 | loss: 0.0311739 | val_loss: 0.0311754 | Time: 7129.81 ms [2022-04-24 04:12:40 main:574] : INFO : Epoch 1671 | loss: 0.0311725 | val_loss: 0.0311776 | Time: 6750.69 ms [2022-04-24 04:12:47 main:574] : INFO : Epoch 1672 | loss: 0.0311726 | val_loss: 0.031176 | Time: 6906.58 ms [2022-04-24 04:12:55 main:574] : INFO : Epoch 1673 | loss: 0.0311718 | val_loss: 0.0311775 | Time: 7247.25 ms [2022-04-24 04:13:02 main:574] : INFO : Epoch 1674 | loss: 0.0311722 | val_loss: 0.0311769 | Time: 6013.58 ms [2022-04-24 04:13:09 main:574] : INFO : Epoch 1675 | loss: 0.0311708 | val_loss: 0.0311749 | Time: 7115.44 ms [2022-04-24 04:13:17 main:574] : INFO : Epoch 1676 | loss: 0.0311708 | val_loss: 0.0311778 | Time: 7353.99 ms [2022-04-24 04:13:24 main:574] : INFO : Epoch 1677 | loss: 0.0311734 | val_loss: 0.031174 | Time: 6229.82 ms [2022-04-24 04:13:32 main:574] : INFO : Epoch 1678 | loss: 0.031177 | val_loss: 0.0311772 | Time: 8055.79 ms [2022-04-24 04:13:40 main:574] : INFO : Epoch 1679 | loss: 0.0311759 | val_loss: 0.0311761 | Time: 7879.18 ms [2022-04-24 04:13:49 main:574] : INFO : Epoch 1680 | loss: 0.0311752 | val_loss: 0.0311828 | Time: 7023.94 ms [2022-04-24 04:13:55 main:574] : INFO : Epoch 1681 | loss: 0.0311859 | val_loss: 0.031189 | Time: 6118.73 ms [2022-04-24 04:14:03 main:574] : INFO : Epoch 1682 | loss: 0.0311878 | val_loss: 0.0311881 | Time: 7793.74 ms [2022-04-24 04:14:10 main:574] : INFO : Epoch 1683 | loss: 0.0311882 | val_loss: 0.0311879 | Time: 7006.51 ms [2022-04-24 04:14:18 main:574] : INFO : Epoch 1684 | loss: 0.0311875 | val_loss: 0.0311864 | Time: 7375.17 ms [2022-04-24 04:14:25 main:574] : INFO : Epoch 1685 | loss: 0.0311909 | val_loss: 0.0311905 | Time: 7353.8 ms [2022-04-24 04:14:33 main:574] : INFO : Epoch 1686 | loss: 0.0311919 | val_loss: 0.0311886 | Time: 7494.23 ms [2022-04-24 04:14:40 main:574] : INFO : Epoch 1687 | loss: 0.0311908 | val_loss: 0.0311869 | Time: 6386.59 ms [2022-04-24 04:14:48 main:574] : INFO : Epoch 1688 | loss: 0.0311905 | val_loss: 0.0311873 | Time: 7370.09 ms [2022-04-24 04:14:55 main:574] : INFO : Epoch 1689 | loss: 0.0311898 | val_loss: 0.0311879 | Time: 6543 ms [2022-04-24 04:15:02 main:574] : INFO : Epoch 1690 | loss: 0.0311883 | val_loss: 0.0311876 | Time: 7092 ms [2022-04-24 04:15:10 main:574] : INFO : Epoch 1691 | loss: 0.0311879 | val_loss: 0.0311878 | Time: 7285.67 ms [2022-04-24 04:15:17 main:574] : INFO : Epoch 1692 | loss: 0.031188 | val_loss: 0.0311885 | Time: 6823.88 ms [2022-04-24 04:15:25 main:574] : INFO : Epoch 1693 | loss: 0.0311876 | val_loss: 0.0311881 | Time: 7265.93 ms [2022-04-24 04:15:31 main:574] : INFO : Epoch 1694 | loss: 0.0311874 | val_loss: 0.0311873 | Time: 6538.07 ms [2022-04-24 04:15:38 main:574] : INFO : Epoch 1695 | loss: 0.0311868 | val_loss: 0.0311871 | Time: 6502.76 ms [2022-04-24 04:15:44 main:574] : INFO : Epoch 1696 | loss: 0.0311865 | val_loss: 0.0311875 | Time: 5948.45 ms [2022-04-24 04:15:52 main:574] : INFO : Epoch 1697 | loss: 0.0311868 | val_loss: 0.0311878 | Time: 7641.37 ms [2022-04-24 04:15:59 main:574] : INFO : Epoch 1698 | loss: 0.0311888 | val_loss: 0.0311917 | Time: 6226.45 ms [2022-04-24 04:16:07 main:574] : INFO : Epoch 1699 | loss: 0.0311896 | val_loss: 0.031188 | Time: 7426.66 ms [2022-04-24 04:16:13 main:574] : INFO : Epoch 1700 | loss: 0.031189 | val_loss: 0.0311883 | Time: 6449.02 ms [2022-04-24 04:16:20 main:574] : INFO : Epoch 1701 | loss: 0.0311869 | val_loss: 0.0311883 | Time: 6760.9 ms [2022-04-24 04:16:27 main:574] : INFO : Epoch 1702 | loss: 0.0311867 | val_loss: 0.0311889 | Time: 6991.07 ms [2022-04-24 04:16:34 main:574] : INFO : Epoch 1703 | loss: 0.0311861 | val_loss: 0.031187 | Time: 6341.43 ms [2022-04-24 04:16:40 main:574] : INFO : Epoch 1704 | loss: 0.0311854 | val_loss: 0.0311885 | Time: 6181.36 ms [2022-04-24 04:16:48 main:574] : INFO : Epoch 1705 | loss: 0.0311859 | val_loss: 0.0311871 | Time: 7006.98 ms [2022-04-24 04:16:55 main:574] : INFO : Epoch 1706 | loss: 0.031186 | val_loss: 0.0311868 | Time: 6884.27 ms [2022-04-24 04:17:02 main:574] : INFO : Epoch 1707 | loss: 0.0311856 | val_loss: 0.0311877 | Time: 6972.18 ms [2022-04-24 04:17:10 main:574] : INFO : Epoch 1708 | loss: 0.0311855 | val_loss: 0.0311879 | Time: 6815.44 ms [2022-04-24 04:17:16 main:574] : INFO : Epoch 1709 | loss: 0.0311864 | val_loss: 0.031188 | Time: 6416.15 ms [2022-04-24 04:17:22 main:574] : INFO : Epoch 1710 | loss: 0.0311859 | val_loss: 0.0311881 | Time: 5999.4 ms [2022-04-24 04:17:30 main:574] : INFO : Epoch 1711 | loss: 0.0311859 | val_loss: 0.0311882 | Time: 7171.69 ms [2022-04-24 04:17:37 main:574] : INFO : Epoch 1712 | loss: 0.0311855 | val_loss: 0.0311871 | Time: 6837.85 ms [2022-04-24 04:17:44 main:574] : INFO : Epoch 1713 | loss: 0.0311853 | val_loss: 0.0311901 | Time: 6283.21 ms [2022-04-24 04:17:50 main:574] : INFO : Epoch 1714 | loss: 0.0311861 | val_loss: 0.0311867 | Time: 6531.16 ms [2022-04-24 04:17:58 main:574] : INFO : Epoch 1715 | loss: 0.0311863 | val_loss: 0.0311892 | Time: 6611.29 ms [2022-04-24 04:18:06 main:574] : INFO : Epoch 1716 | loss: 0.0311882 | val_loss: 0.0311886 | Time: 7159.8 ms [2022-04-24 04:18:12 main:574] : INFO : Epoch 1717 | loss: 0.0311866 | val_loss: 0.0311869 | Time: 6206.21 ms [2022-04-24 04:18:19 main:574] : INFO : Epoch 1718 | loss: 0.0311853 | val_loss: 0.0311862 | Time: 6146.27 ms [2022-04-24 04:18:27 main:574] : INFO : Epoch 1719 | loss: 0.0311848 | val_loss: 0.0311865 | Time: 7832.44 ms [2022-04-24 04:18:34 main:574] : INFO : Epoch 1720 | loss: 0.0311855 | val_loss: 0.0311867 | Time: 6889.95 ms [2022-04-24 04:18:42 main:574] : INFO : Epoch 1721 | loss: 0.0311843 | val_loss: 0.0311879 | Time: 8008.1 ms [2022-04-24 04:18:51 main:574] : INFO : Epoch 1722 | loss: 0.0311861 | val_loss: 0.0311867 | Time: 8005.33 ms [2022-04-24 04:18:59 main:574] : INFO : Epoch 1723 | loss: 0.0311854 | val_loss: 0.0311885 | Time: 7608.59 ms [2022-04-24 04:19:07 main:574] : INFO : Epoch 1724 | loss: 0.0311871 | val_loss: 0.0311926 | Time: 7327.41 ms [2022-04-24 04:19:13 main:574] : INFO : Epoch 1725 | loss: 0.0311881 | val_loss: 0.0311897 | Time: 6052.93 ms [2022-04-24 04:19:20 main:574] : INFO : Epoch 1726 | loss: 0.0311918 | val_loss: 0.0311921 | Time: 6796.64 ms [2022-04-24 04:19:29 main:574] : INFO : Epoch 1727 | loss: 0.0311915 | val_loss: 0.0311939 | Time: 7279.56 ms [2022-04-24 04:19:37 main:574] : INFO : Epoch 1728 | loss: 0.0311917 | val_loss: 0.031191 | Time: 7829.08 ms [2022-04-24 04:19:45 main:574] : INFO : Epoch 1729 | loss: 0.0311911 | val_loss: 0.0311913 | Time: 7728.94 ms [2022-04-24 04:19:52 main:574] : INFO : Epoch 1730 | loss: 0.0311905 | val_loss: 0.0311937 | Time: 6979 ms [2022-04-24 04:20:00 main:574] : INFO : Epoch 1731 | loss: 0.0311907 | val_loss: 0.0311891 | Time: 6783.68 ms [2022-04-24 04:20:07 main:574] : INFO : Epoch 1732 | loss: 0.03119 | val_loss: 0.0311896 | Time: 7558.35 ms [2022-04-24 04:20:14 main:574] : INFO : Epoch 1733 | loss: 0.0311897 | val_loss: 0.0311893 | Time: 6966.18 ms [2022-04-24 04:20:21 main:574] : INFO : Epoch 1734 | loss: 0.031191 | val_loss: 0.031192 | Time: 6009.53 ms [2022-04-24 04:20:29 main:574] : INFO : Epoch 1735 | loss: 0.0311917 | val_loss: 0.0311913 | Time: 7594.73 ms [2022-04-24 04:20:36 main:574] : INFO : Epoch 1736 | loss: 0.0311902 | val_loss: 0.0311917 | Time: 6584.46 ms [2022-04-24 04:20:43 main:574] : INFO : Epoch 1737 | loss: 0.0311897 | val_loss: 0.0311884 | Time: 7082.39 ms [2022-04-24 04:20:50 main:574] : INFO : Epoch 1738 | loss: 0.0311881 | val_loss: 0.03119 | Time: 6222 ms [2022-04-24 04:20:56 main:574] : INFO : Epoch 1739 | loss: 0.0311907 | val_loss: 0.0311955 | Time: 6117.9 ms [2022-04-24 04:21:03 main:574] : INFO : Epoch 1740 | loss: 0.0311885 | val_loss: 0.0311881 | Time: 7254.83 ms [2022-04-24 04:21:11 main:574] : INFO : Epoch 1741 | loss: 0.0311864 | val_loss: 0.0311884 | Time: 7510.92 ms [2022-04-24 04:21:18 main:574] : INFO : Epoch 1742 | loss: 0.0311867 | val_loss: 0.0311897 | Time: 6655.46 ms [2022-04-24 04:21:25 main:574] : INFO : Epoch 1743 | loss: 0.0311878 | val_loss: 0.0311931 | Time: 6421.85 ms [2022-04-24 04:21:33 main:574] : INFO : Epoch 1744 | loss: 0.0311883 | val_loss: 0.0311917 | Time: 7325.43 ms [2022-04-24 04:21:40 main:574] : INFO : Epoch 1745 | loss: 0.0311871 | val_loss: 0.0311915 | Time: 6519.24 ms [2022-04-24 04:21:46 main:574] : INFO : Epoch 1746 | loss: 0.0311865 | val_loss: 0.0311904 | Time: 6456.39 ms [2022-04-24 04:21:53 main:574] : INFO : Epoch 1747 | loss: 0.0311869 | val_loss: 0.0311875 | Time: 6573.09 ms [2022-04-24 04:22:00 main:574] : INFO : Epoch 1748 | loss: 0.031186 | val_loss: 0.0311877 | Time: 7160.98 ms [2022-04-24 04:22:08 main:574] : INFO : Epoch 1749 | loss: 0.0311866 | val_loss: 0.0311893 | Time: 7242.17 ms [2022-04-24 04:22:14 main:574] : INFO : Epoch 1750 | loss: 0.031187 | val_loss: 0.0311895 | Time: 5967.02 ms [2022-04-24 04:22:21 main:574] : INFO : Epoch 1751 | loss: 0.0311861 | val_loss: 0.0311898 | Time: 7426.41 ms [2022-04-24 04:22:28 main:574] : INFO : Epoch 1752 | loss: 0.0311864 | val_loss: 0.0311896 | Time: 6305.38 ms [2022-04-24 04:22:35 main:574] : INFO : Epoch 1753 | loss: 0.0311854 | val_loss: 0.0311868 | Time: 6722.25 ms [2022-04-24 04:22:42 main:574] : INFO : Epoch 1754 | loss: 0.0311862 | val_loss: 0.0311951 | Time: 6018.96 ms [2022-04-24 04:22:48 main:574] : INFO : Epoch 1755 | loss: 0.03119 | val_loss: 0.0311906 | Time: 6120.22 ms [2022-04-24 04:22:56 main:574] : INFO : Epoch 1756 | loss: 0.0311887 | val_loss: 0.0311901 | Time: 7291.41 ms [2022-04-24 04:23:04 main:574] : INFO : Epoch 1757 | loss: 0.0311892 | val_loss: 0.0311886 | Time: 7340.47 ms [2022-04-24 04:23:11 main:574] : INFO : Epoch 1758 | loss: 0.0311878 | val_loss: 0.031189 | Time: 6533.78 ms [2022-04-24 04:23:18 main:574] : INFO : Epoch 1759 | loss: 0.0311867 | val_loss: 0.0311896 | Time: 7096.08 ms [2022-04-24 04:23:26 main:574] : INFO : Epoch 1760 | loss: 0.0311891 | val_loss: 0.0311918 | Time: 6627.29 ms [2022-04-24 04:23:32 main:574] : INFO : Epoch 1761 | loss: 0.0311916 | val_loss: 0.0311931 | Time: 6206.98 ms [2022-04-24 04:23:40 main:574] : INFO : Epoch 1762 | loss: 0.0311909 | val_loss: 0.0311933 | Time: 6946.86 ms [2022-04-24 04:23:47 main:574] : INFO : Epoch 1763 | loss: 0.0311904 | val_loss: 0.0311867 | Time: 7008.26 ms [2022-04-24 04:23:53 main:574] : INFO : Epoch 1764 | loss: 0.0311933 | val_loss: 0.031191 | Time: 6579.12 ms [2022-04-24 04:24:01 main:574] : INFO : Epoch 1765 | loss: 0.0311946 | val_loss: 0.0311887 | Time: 7130.58 ms [2022-04-24 04:24:08 main:574] : INFO : Epoch 1766 | loss: 0.0311929 | val_loss: 0.0311889 | Time: 6441.67 ms [2022-04-24 04:24:16 main:574] : INFO : Epoch 1767 | loss: 0.0311919 | val_loss: 0.0311894 | Time: 7635.14 ms [2022-04-24 04:24:23 main:574] : INFO : Epoch 1768 | loss: 0.0311945 | val_loss: 0.0311941 | Time: 7061.17 ms [2022-04-24 04:24:29 main:574] : INFO : Epoch 1769 | loss: 0.0311945 | val_loss: 0.0311953 | Time: 5971.05 ms [2022-04-24 04:24:36 main:574] : INFO : Epoch 1770 | loss: 0.0311937 | val_loss: 0.0311908 | Time: 6773.46 ms [2022-04-24 04:24:43 main:574] : INFO : Epoch 1771 | loss: 0.0311937 | val_loss: 0.0311927 | Time: 6760.83 ms [2022-04-24 04:24:51 main:574] : INFO : Epoch 1772 | loss: 0.0311926 | val_loss: 0.0311921 | Time: 7845.98 ms [2022-04-24 04:24:57 main:574] : INFO : Epoch 1773 | loss: 0.0311925 | val_loss: 0.03119 | Time: 6134.62 ms [2022-04-24 04:25:05 main:574] : INFO : Epoch 1774 | loss: 0.0311937 | val_loss: 0.0311906 | Time: 7749.86 ms [2022-04-24 04:25:12 main:574] : INFO : Epoch 1775 | loss: 0.0311925 | val_loss: 0.0311914 | Time: 7293.78 ms [2022-04-24 04:25:19 main:574] : INFO : Epoch 1776 | loss: 0.0311919 | val_loss: 0.0311907 | Time: 6484.49 ms [2022-04-24 04:25:27 main:574] : INFO : Epoch 1777 | loss: 0.0311916 | val_loss: 0.0311904 | Time: 7958.24 ms [2022-04-24 04:25:35 main:574] : INFO : Epoch 1778 | loss: 0.0311902 | val_loss: 0.0311881 | Time: 6713.14 ms [2022-04-24 04:25:43 main:574] : INFO : Epoch 1779 | loss: 0.0311902 | val_loss: 0.0311893 | Time: 6701.66 ms [2022-04-24 04:25:49 main:574] : INFO : Epoch 1780 | loss: 0.0311899 | val_loss: 0.0311929 | Time: 6516.02 ms [2022-04-24 04:25:56 main:574] : INFO : Epoch 1781 | loss: 0.0311916 | val_loss: 0.0311889 | Time: 6592.18 ms [2022-04-24 04:26:04 main:574] : INFO : Epoch 1782 | loss: 0.0311902 | val_loss: 0.0311912 | Time: 6658.35 ms [2022-04-24 04:26:11 main:574] : INFO : Epoch 1783 | loss: 0.0311909 | val_loss: 0.0311902 | Time: 6954.34 ms [2022-04-24 04:26:18 main:574] : INFO : Epoch 1784 | loss: 0.0311907 | val_loss: 0.0311885 | Time: 7071.81 ms [2022-04-24 04:26:25 main:574] : INFO : Epoch 1785 | loss: 0.0311911 | val_loss: 0.0311998 | Time: 6079.61 ms [2022-04-24 04:26:31 main:574] : INFO : Epoch 1786 | loss: 0.0311931 | val_loss: 0.0311924 | Time: 6436.79 ms [2022-04-24 04:26:38 main:574] : INFO : Epoch 1787 | loss: 0.0311909 | val_loss: 0.0311881 | Time: 6615.88 ms [2022-04-24 04:26:45 main:574] : INFO : Epoch 1788 | loss: 0.0311892 | val_loss: 0.0311882 | Time: 6229.35 ms [2022-04-24 04:26:51 main:574] : INFO : Epoch 1789 | loss: 0.0311902 | val_loss: 0.0311903 | Time: 6246.26 ms [2022-04-24 04:26:58 main:574] : INFO : Epoch 1790 | loss: 0.0311892 | val_loss: 0.0311883 | Time: 6237.94 ms [2022-04-24 04:27:04 main:574] : INFO : Epoch 1791 | loss: 0.0311908 | val_loss: 0.0311921 | Time: 6066.88 ms [2022-04-24 04:27:11 main:574] : INFO : Epoch 1792 | loss: 0.0311904 | val_loss: 0.0311917 | Time: 6683.79 ms [2022-04-24 04:27:18 main:574] : INFO : Epoch 1793 | loss: 0.0311925 | val_loss: 0.0311957 | Time: 6251.96 ms [2022-04-24 04:27:25 main:574] : INFO : Epoch 1794 | loss: 0.0311916 | val_loss: 0.0311908 | Time: 6368.63 ms [2022-04-24 04:27:32 main:574] : INFO : Epoch 1795 | loss: 0.0311889 | val_loss: 0.0311884 | Time: 6688.16 ms [2022-04-24 04:27:38 main:574] : INFO : Epoch 1796 | loss: 0.0311886 | val_loss: 0.0311883 | Time: 5980.76 ms [2022-04-24 04:27:46 main:574] : INFO : Epoch 1797 | loss: 0.031189 | val_loss: 0.0311885 | Time: 7822.17 ms [2022-04-24 04:27:55 main:574] : INFO : Epoch 1798 | loss: 0.0311889 | val_loss: 0.0311891 | Time: 8662.38 ms [2022-04-24 04:28:03 main:574] : INFO : Epoch 1799 | loss: 0.0311883 | val_loss: 0.0311901 | Time: 7758.71 ms [2022-04-24 04:28:11 main:574] : INFO : Epoch 1800 | loss: 0.0311892 | val_loss: 0.0311897 | Time: 7415.45 ms [2022-04-24 04:28:18 main:574] : INFO : Epoch 1801 | loss: 0.0311886 | val_loss: 0.03119 | Time: 6636 ms [2022-04-24 04:28:26 main:574] : INFO : Epoch 1802 | loss: 0.03119 | val_loss: 0.0311901 | Time: 7416 ms [2022-04-24 04:28:33 main:574] : INFO : Epoch 1803 | loss: 0.0311892 | val_loss: 0.0311889 | Time: 6802.63 ms [2022-04-24 04:28:40 main:574] : INFO : Epoch 1804 | loss: 0.0311902 | val_loss: 0.0311886 | Time: 7149.28 ms [2022-04-24 04:28:47 main:574] : INFO : Epoch 1805 | loss: 0.0311893 | val_loss: 0.0311929 | Time: 6578.13 ms [2022-04-24 04:28:54 main:574] : INFO : Epoch 1806 | loss: 0.0311899 | val_loss: 0.0311922 | Time: 6508.4 ms [2022-04-24 04:29:01 main:574] : INFO : Epoch 1807 | loss: 0.0311912 | val_loss: 0.0311945 | Time: 6886.5 ms [2022-04-24 04:29:07 main:574] : INFO : Epoch 1808 | loss: 0.0311925 | val_loss: 0.0311921 | Time: 6176.57 ms [2022-04-24 04:29:15 main:574] : INFO : Epoch 1809 | loss: 0.0311895 | val_loss: 0.031191 | Time: 7500.37 ms [2022-04-24 04:29:22 main:574] : INFO : Epoch 1810 | loss: 0.0311889 | val_loss: 0.0311905 | Time: 7037.45 ms [2022-04-24 04:29:29 main:574] : INFO : Epoch 1811 | loss: 0.0311907 | val_loss: 0.0311948 | Time: 6532.23 ms [2022-04-24 04:29:36 main:574] : INFO : Epoch 1812 | loss: 0.0311896 | val_loss: 0.0311894 | Time: 7024.31 ms [2022-04-24 04:29:44 main:574] : INFO : Epoch 1813 | loss: 0.0311889 | val_loss: 0.0311885 | Time: 7078.14 ms [2022-04-24 04:29:51 main:574] : INFO : Epoch 1814 | loss: 0.0311896 | val_loss: 0.0311908 | Time: 6308.31 ms [2022-04-24 04:29:57 main:574] : INFO : Epoch 1815 | loss: 0.0311897 | val_loss: 0.0311938 | Time: 6402.81 ms [2022-04-24 04:30:04 main:574] : INFO : Epoch 1816 | loss: 0.0311899 | val_loss: 0.0311886 | Time: 6856.57 ms [2022-04-24 04:30:11 main:574] : INFO : Epoch 1817 | loss: 0.0311894 | val_loss: 0.0311887 | Time: 6487.21 ms [2022-04-24 04:30:19 main:574] : INFO : Epoch 1818 | loss: 0.0311909 | val_loss: 0.0311903 | Time: 6610.13 ms [2022-04-24 04:30:28 main:574] : INFO : Epoch 1819 | loss: 0.0311886 | val_loss: 0.031188 | Time: 8352.91 ms [2022-04-24 04:30:34 main:574] : INFO : Epoch 1820 | loss: 0.0311908 | val_loss: 0.0311898 | Time: 6247.8 ms [2022-04-24 04:30:41 main:574] : INFO : Epoch 1821 | loss: 0.0311888 | val_loss: 0.0311877 | Time: 6514.61 ms [2022-04-24 04:30:48 main:574] : INFO : Epoch 1822 | loss: 0.0311885 | val_loss: 0.0311895 | Time: 6886.38 ms [2022-04-24 04:30:55 main:574] : INFO : Epoch 1823 | loss: 0.0311884 | val_loss: 0.0311885 | Time: 6228.9 ms [2022-04-24 04:31:02 main:574] : INFO : Epoch 1824 | loss: 0.0311902 | val_loss: 0.0311927 | Time: 6208.01 ms [2022-04-24 04:31:09 main:574] : INFO : Epoch 1825 | loss: 0.0311892 | val_loss: 0.0311887 | Time: 7140.62 ms [2022-04-24 04:31:17 main:574] : INFO : Epoch 1826 | loss: 0.0311882 | val_loss: 0.0311887 | Time: 7044.89 ms [2022-04-24 04:31:24 main:574] : INFO : Epoch 1827 | loss: 0.0311892 | val_loss: 0.0311878 | Time: 6835.08 ms [2022-04-24 04:31:31 main:574] : INFO : Epoch 1828 | loss: 0.0311898 | val_loss: 0.0311887 | Time: 6704.28 ms [2022-04-24 04:31:38 main:574] : INFO : Epoch 1829 | loss: 0.0311889 | val_loss: 0.0311888 | Time: 6188.74 ms [2022-04-24 04:31:45 main:574] : INFO : Epoch 1830 | loss: 0.0311894 | val_loss: 0.0311919 | Time: 7525.3 ms [2022-04-24 04:31:53 main:574] : INFO : Epoch 1831 | loss: 0.0311882 | val_loss: 0.0311927 | Time: 7447.53 ms [2022-04-24 04:32:01 main:574] : INFO : Epoch 1832 | loss: 0.0311918 | val_loss: 0.0311898 | Time: 7338.19 ms [2022-04-24 04:32:08 main:574] : INFO : Epoch 1833 | loss: 0.0311892 | val_loss: 0.0311896 | Time: 6581.67 ms [2022-04-24 04:32:15 main:574] : INFO : Epoch 1834 | loss: 0.0311893 | val_loss: 0.0311893 | Time: 6854.5 ms [2022-04-24 04:32:23 main:574] : INFO : Epoch 1835 | loss: 0.0311884 | val_loss: 0.0311876 | Time: 7239.4 ms [2022-04-24 04:32:30 main:574] : INFO : Epoch 1836 | loss: 0.0311882 | val_loss: 0.03119 | Time: 6707.4 ms [2022-04-24 04:32:37 main:574] : INFO : Epoch 1837 | loss: 0.0311887 | val_loss: 0.0311902 | Time: 7178.17 ms [2022-04-24 04:32:44 main:574] : INFO : Epoch 1838 | loss: 0.0311878 | val_loss: 0.0311884 | Time: 6331.47 ms [2022-04-24 04:32:51 main:574] : INFO : Epoch 1839 | loss: 0.0311887 | val_loss: 0.031188 | Time: 6899.66 ms [2022-04-24 04:32:58 main:574] : INFO : Epoch 1840 | loss: 0.0311896 | val_loss: 0.0311887 | Time: 7295.16 ms [2022-04-24 04:33:05 main:574] : INFO : Epoch 1841 | loss: 0.0311873 | val_loss: 0.0311897 | Time: 6315.57 ms [2022-04-24 04:33:13 main:574] : INFO : Epoch 1842 | loss: 0.0311883 | val_loss: 0.0311879 | Time: 7238.76 ms [2022-04-24 04:33:19 main:574] : INFO : Epoch 1843 | loss: 0.0311882 | val_loss: 0.0311881 | Time: 6221.25 ms [2022-04-24 04:33:26 main:574] : INFO : Epoch 1844 | loss: 0.0311878 | val_loss: 0.0311888 | Time: 6491.8 ms [2022-04-24 04:33:33 main:574] : INFO : Epoch 1845 | loss: 0.0311888 | val_loss: 0.0311889 | Time: 6388.93 ms [2022-04-24 04:33:40 main:574] : INFO : Epoch 1846 | loss: 0.0311873 | val_loss: 0.0311878 | Time: 7511.47 ms [2022-04-24 04:33:48 main:574] : INFO : Epoch 1847 | loss: 0.031187 | val_loss: 0.0311874 | Time: 6893.49 ms [2022-04-24 04:33:55 main:574] : INFO : Epoch 1848 | loss: 0.0311874 | val_loss: 0.0311884 | Time: 7273.37 ms [2022-04-24 04:34:02 main:574] : INFO : Epoch 1849 | loss: 0.0311872 | val_loss: 0.0311884 | Time: 6663.48 ms [2022-04-24 04:34:09 main:574] : INFO : Epoch 1850 | loss: 0.0311883 | val_loss: 0.0311888 | Time: 6712.61 ms [2022-04-24 04:34:16 main:574] : INFO : Epoch 1851 | loss: 0.0311881 | val_loss: 0.0311886 | Time: 6462.68 ms [2022-04-24 04:34:23 main:574] : INFO : Epoch 1852 | loss: 0.0311887 | val_loss: 0.0311883 | Time: 7309.53 ms [2022-04-24 04:34:31 main:574] : INFO : Epoch 1853 | loss: 0.0311892 | val_loss: 0.0311889 | Time: 6954.38 ms [2022-04-24 04:34:35 main:574] : INFO : Epoch 1854 | loss: 0.0311881 | val_loss: 0.0311884 | Time: 4702.27 ms [2022-04-24 04:34:41 main:574] : INFO : Epoch 1855 | loss: 0.0311875 | val_loss: 0.031189 | Time: 5175.25 ms [2022-04-24 04:34:46 main:574] : INFO : Epoch 1856 | loss: 0.0311879 | val_loss: 0.0311893 | Time: 5280.75 ms [2022-04-24 04:34:51 main:574] : INFO : Epoch 1857 | loss: 0.0311877 | val_loss: 0.0311878 | Time: 4275.46 ms [2022-04-24 04:34:55 main:574] : INFO : Epoch 1858 | loss: 0.0311894 | val_loss: 0.0311882 | Time: 4407.1 ms [2022-04-24 04:35:02 main:574] : INFO : Epoch 1859 | loss: 0.0311874 | val_loss: 0.0311878 | Time: 5947.82 ms [2022-04-24 04:35:08 main:574] : INFO : Epoch 1860 | loss: 0.0311885 | val_loss: 0.031188 | Time: 5761.29 ms [2022-04-24 04:35:13 main:574] : INFO : Epoch 1861 | loss: 0.031192 | val_loss: 0.031197 | Time: 5630.12 ms [2022-04-24 04:35:19 main:574] : INFO : Epoch 1862 | loss: 0.031191 | val_loss: 0.0311908 | Time: 5376.16 ms [2022-04-24 04:35:24 main:574] : INFO : Epoch 1863 | loss: 0.0311899 | val_loss: 0.0311893 | Time: 4994.03 ms [2022-04-24 04:35:30 main:574] : INFO : Epoch 1864 | loss: 0.0311882 | val_loss: 0.0311888 | Time: 5703.97 ms [2022-04-24 04:35:35 main:574] : INFO : Epoch 1865 | loss: 0.0311869 | val_loss: 0.0311878 | Time: 4707.46 ms [2022-04-24 04:35:40 main:574] : INFO : Epoch 1866 | loss: 0.031188 | val_loss: 0.0311893 | Time: 4747.39 ms [2022-04-24 04:35:46 main:574] : INFO : Epoch 1867 | loss: 0.0311882 | val_loss: 0.0311899 | Time: 5641.75 ms [2022-04-24 04:35:53 main:574] : INFO : Epoch 1868 | loss: 0.0311883 | val_loss: 0.03119 | Time: 6570.35 ms [2022-04-24 04:35:58 main:574] : INFO : Epoch 1869 | loss: 0.0311901 | val_loss: 0.0311881 | Time: 4676.9 ms [2022-04-24 04:36:04 main:574] : INFO : Epoch 1870 | loss: 0.0311872 | val_loss: 0.0311882 | Time: 5852.17 ms [2022-04-24 04:36:09 main:574] : INFO : Epoch 1871 | loss: 0.0311883 | val_loss: 0.031189 | Time: 5194.15 ms [2022-04-24 04:36:14 main:574] : INFO : Epoch 1872 | loss: 0.0311885 | val_loss: 0.0311888 | Time: 4824.75 ms [2022-04-24 04:36:19 main:574] : INFO : Epoch 1873 | loss: 0.0311872 | val_loss: 0.0311878 | Time: 5099.82 ms [2022-04-24 04:36:27 main:574] : INFO : Epoch 1874 | loss: 0.0311897 | val_loss: 0.0311903 | Time: 6782.14 ms [2022-04-24 04:36:32 main:574] : INFO : Epoch 1875 | loss: 0.0311889 | val_loss: 0.0311893 | Time: 4329.05 ms [2022-04-24 04:36:38 main:574] : INFO : Epoch 1876 | loss: 0.0311868 | val_loss: 0.0311889 | Time: 6109.53 ms [2022-04-24 04:36:43 main:574] : INFO : Epoch 1877 | loss: 0.031187 | val_loss: 0.0311874 | Time: 4710.98 ms [2022-04-24 04:36:49 main:574] : INFO : Epoch 1878 | loss: 0.0311868 | val_loss: 0.0311886 | Time: 5491.71 ms [2022-04-24 04:36:54 main:574] : INFO : Epoch 1879 | loss: 0.0311882 | val_loss: 0.0311886 | Time: 5059.83 ms [2022-04-24 04:37:01 main:574] : INFO : Epoch 1880 | loss: 0.0311906 | val_loss: 0.0311911 | Time: 5956.84 ms [2022-04-24 04:37:06 main:574] : INFO : Epoch 1881 | loss: 0.0311885 | val_loss: 0.0311935 | Time: 4431.76 ms [2022-04-24 04:37:12 main:574] : INFO : Epoch 1882 | loss: 0.0311878 | val_loss: 0.0311875 | Time: 6144.25 ms [2022-04-24 04:37:18 main:574] : INFO : Epoch 1883 | loss: 0.0311877 | val_loss: 0.0311925 | Time: 4979.84 ms [2022-04-24 04:37:23 main:574] : INFO : Epoch 1884 | loss: 0.031187 | val_loss: 0.0311883 | Time: 5036.49 ms [2022-04-24 04:37:29 main:574] : INFO : Epoch 1885 | loss: 0.0311887 | val_loss: 0.0311953 | Time: 5402.19 ms [2022-04-24 04:37:34 main:574] : INFO : Epoch 1886 | loss: 0.0311894 | val_loss: 0.0311911 | Time: 5446.99 ms [2022-04-24 04:37:38 main:574] : INFO : Epoch 1887 | loss: 0.0311884 | val_loss: 0.0311928 | Time: 3822.97 ms [2022-04-24 04:37:42 main:574] : INFO : Epoch 1888 | loss: 0.0311884 | val_loss: 0.031189 | Time: 3707.86 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 3GB) [2022-04-24 04:39:29 main:435] : INFO : Set logging level to 1 [2022-04-24 04:39:30 main:441] : INFO : Running in BOINC Client mode [2022-04-24 04:39:31 main:444] : INFO : Resolving all filenames [2022-04-24 04:39:33 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-24 04:39:36 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-24 04:39:37 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-24 04:39:37 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-24 04:39:43 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-24 04:39:48 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-24 04:39:49 main:474] : INFO : Configuration: [2022-04-24 04:39:49 main:475] : INFO : Model type: GRU [2022-04-24 04:39:50 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-24 04:39:52 main:477] : INFO : Max Epochs: 2048 [2022-04-24 04:40:02 main:478] : INFO : Batch Size: 128 [2022-04-24 04:40:02 main:479] : INFO : Learning Rate: 0.01 [2022-04-24 04:40:03 main:480] : INFO : Patience: 10 [2022-04-24 04:40:03 main:481] : INFO : Hidden Width: 12 [2022-04-24 04:40:03 main:482] : INFO : # Recurrent Layers: 4 [2022-04-24 04:40:08 main:483] : INFO : # Backend Layers: 4 [2022-04-24 04:40:09 main:484] : INFO : # Threads: 1 [2022-04-24 04:40:09 main:486] : INFO : Preparing Dataset [2022-04-24 04:40:10 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-24 04:41:10 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-24 04:43:04 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-24 04:43:04 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-24 04:43:06 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-24 04:43:07 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-24 04:43:07 main:494] : INFO : Creating Model [2022-04-24 04:43:13 main:507] : INFO : Preparing config file [2022-04-24 04:43:13 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-24 04:43:13 main:512] : INFO : Loading config [2022-04-24 04:43:13 main:514] : INFO : Loading state [2022-04-24 04:44:29 main:559] : INFO : Loading DataLoader into Memory [2022-04-24 04:44:38 main:562] : INFO : Starting Training [2022-04-24 04:45:17 main:574] : INFO : Epoch 1842 | loss: 0.0316503 | val_loss: 0.0313726 | Time: 39113 ms [2022-04-24 04:45:27 main:574] : INFO : Epoch 1843 | loss: 0.0312927 | val_loss: 0.0312503 | Time: 7434.75 ms [2022-04-24 04:45:35 main:574] : INFO : Epoch 1844 | loss: 0.0312416 | val_loss: 0.0312317 | Time: 6933.04 ms [2022-04-24 04:45:42 main:574] : INFO : Epoch 1845 | loss: 0.0312229 | val_loss: 0.0312115 | Time: 7132.55 ms [2022-04-24 04:45:50 main:574] : INFO : Epoch 1846 | loss: 0.0312062 | val_loss: 0.0311978 | Time: 7819.26 ms [2022-04-24 04:45:58 main:574] : INFO : Epoch 1847 | loss: 0.0311977 | val_loss: 0.0311953 | Time: 7866.7 ms [2022-04-24 04:46:07 main:574] : INFO : Epoch 1848 | loss: 0.0311947 | val_loss: 0.0311934 | Time: 8243.56 ms [2022-04-24 04:46:14 main:574] : INFO : Epoch 1849 | loss: 0.0311944 | val_loss: 0.0311908 | Time: 6795.38 ms [2022-04-24 04:46:21 main:574] : INFO : Epoch 1850 | loss: 0.0311946 | val_loss: 0.0311935 | Time: 6794.1 ms [2022-04-24 04:46:29 main:574] : INFO : Epoch 1851 | loss: 0.0311956 | val_loss: 0.0311931 | Time: 8002.73 ms [2022-04-24 04:46:36 main:574] : INFO : Epoch 1852 | loss: 0.0311935 | val_loss: 0.0311988 | Time: 6972.52 ms [2022-04-24 04:46:44 main:574] : INFO : Epoch 1853 | loss: 0.0311943 | val_loss: 0.0311896 | Time: 7131.72 ms [2022-04-24 04:46:51 main:574] : INFO : Epoch 1854 | loss: 0.0311912 | val_loss: 0.0311891 | Time: 6869.2 ms [2022-04-24 04:46:58 main:574] : INFO : Epoch 1855 | loss: 0.0311918 | val_loss: 0.0311912 | Time: 6975.76 ms [2022-04-24 04:47:06 main:574] : INFO : Epoch 1856 | loss: 0.0311918 | val_loss: 0.0311891 | Time: 7611.61 ms [2022-04-24 04:47:14 main:574] : INFO : Epoch 1857 | loss: 0.0311904 | val_loss: 0.0311873 | Time: 7477.66 ms [2022-04-24 04:47:22 main:574] : INFO : Epoch 1858 | loss: 0.0311888 | val_loss: 0.0311865 | Time: 8388.06 ms [2022-04-24 04:47:29 main:574] : INFO : Epoch 1859 | loss: 0.0311887 | val_loss: 0.0311871 | Time: 6757.53 ms [2022-04-24 04:47:36 main:574] : INFO : Epoch 1860 | loss: 0.0311882 | val_loss: 0.0311876 | Time: 6635.09 ms [2022-04-24 04:47:43 main:574] : INFO : Epoch 1861 | loss: 0.0311871 | val_loss: 0.031187 | Time: 7425.93 ms [2022-04-24 04:47:52 main:574] : INFO : Epoch 1862 | loss: 0.0311877 | val_loss: 0.0311883 | Time: 8742.59 ms [2022-04-24 04:48:00 main:574] : INFO : Epoch 1863 | loss: 0.0311881 | val_loss: 0.0311891 | Time: 7212.38 ms [2022-04-24 04:48:10 main:574] : INFO : Epoch 1864 | loss: 0.0311864 | val_loss: 0.031187 | Time: 9269.71 ms [2022-04-24 04:48:17 main:574] : INFO : Epoch 1865 | loss: 0.0311866 | val_loss: 0.0311871 | Time: 6992.7 ms [2022-04-24 04:48:24 main:574] : INFO : Epoch 1866 | loss: 0.0311884 | val_loss: 0.0311884 | Time: 6864.7 ms [2022-04-24 04:48:31 main:574] : INFO : Epoch 1867 | loss: 0.0311889 | val_loss: 0.0311913 | Time: 7045.71 ms [2022-04-24 04:48:39 main:574] : INFO : Epoch 1868 | loss: 0.0311882 | val_loss: 0.0311847 | Time: 6910.39 ms [2022-04-24 04:48:46 main:574] : INFO : Epoch 1869 | loss: 0.0311839 | val_loss: 0.0311852 | Time: 7048.23 ms [2022-04-24 04:48:53 main:574] : INFO : Epoch 1870 | loss: 0.031188 | val_loss: 0.0311894 | Time: 6811.06 ms [2022-04-24 04:49:01 main:574] : INFO : Epoch 1871 | loss: 0.0311871 | val_loss: 0.0311841 | Time: 8323.3 ms [2022-04-24 04:49:10 main:574] : INFO : Epoch 1872 | loss: 0.0311875 | val_loss: 0.03119 | Time: 7740.47 ms [2022-04-24 04:49:17 main:574] : INFO : Epoch 1873 | loss: 0.0311893 | val_loss: 0.0311851 | Time: 6900.73 ms [2022-04-24 04:49:24 main:574] : INFO : Epoch 1874 | loss: 0.0311865 | val_loss: 0.0311836 | Time: 7008.37 ms [2022-04-24 04:49:32 main:574] : INFO : Epoch 1875 | loss: 0.0311836 | val_loss: 0.0311853 | Time: 7562.78 ms [2022-04-24 04:49:40 main:574] : INFO : Epoch 1876 | loss: 0.0311853 | val_loss: 0.0311847 | Time: 7339.87 ms [2022-04-24 04:49:47 main:574] : INFO : Epoch 1877 | loss: 0.0311864 | val_loss: 0.0311819 | Time: 6994.85 ms [2022-04-24 04:49:55 main:574] : INFO : Epoch 1878 | loss: 0.031185 | val_loss: 0.031179 | Time: 7449.23 ms [2022-04-24 04:50:05 main:574] : INFO : Epoch 1879 | loss: 0.0311838 | val_loss: 0.031184 | Time: 9834.67 ms [2022-04-24 04:50:16 main:574] : INFO : Epoch 1880 | loss: 0.0311871 | val_loss: 0.0311904 | Time: 10982.5 ms [2022-04-24 04:50:25 main:574] : INFO : Epoch 1881 | loss: 0.0311895 | val_loss: 0.0311838 | Time: 7632.5 ms [2022-04-24 04:50:33 main:574] : INFO : Epoch 1882 | loss: 0.0311852 | val_loss: 0.0311828 | Time: 7715.92 ms [2022-04-24 04:50:40 main:574] : INFO : Epoch 1883 | loss: 0.0311856 | val_loss: 0.0311862 | Time: 7260.9 ms [2022-04-24 04:50:49 main:574] : INFO : Epoch 1884 | loss: 0.0311861 | val_loss: 0.0311837 | Time: 7754.82 ms [2022-04-24 04:50:56 main:574] : INFO : Epoch 1885 | loss: 0.0311861 | val_loss: 0.0311848 | Time: 7418.56 ms [2022-04-24 04:51:04 main:574] : INFO : Epoch 1886 | loss: 0.0311863 | val_loss: 0.0311908 | Time: 7010.84 ms [2022-04-24 04:51:12 main:574] : INFO : Epoch 1887 | loss: 0.0311901 | val_loss: 0.0311899 | Time: 8150.66 ms [2022-04-24 04:51:19 main:574] : INFO : Epoch 1888 | loss: 0.0311934 | val_loss: 0.0311904 | Time: 6328.27 ms [2022-04-24 04:51:27 main:574] : INFO : Epoch 1889 | loss: 0.03119 | val_loss: 0.0311878 | Time: 7291.02 ms [2022-04-24 04:51:34 main:574] : INFO : Epoch 1890 | loss: 0.0311885 | val_loss: 0.0311887 | Time: 7332 ms [2022-04-24 04:51:42 main:574] : INFO : Epoch 1891 | loss: 0.0311896 | val_loss: 0.0311904 | Time: 6951.08 ms [2022-04-24 04:51:49 main:574] : INFO : Epoch 1892 | loss: 0.0311887 | val_loss: 0.0311912 | Time: 7022.64 ms [2022-04-24 04:51:56 main:574] : INFO : Epoch 1893 | loss: 0.0311908 | val_loss: 0.0311905 | Time: 7369.19 ms [2022-04-24 04:52:03 main:574] : INFO : Epoch 1894 | loss: 0.0311914 | val_loss: 0.0311927 | Time: 6500.8 ms [2022-04-24 04:52:11 main:574] : INFO : Epoch 1895 | loss: 0.0311913 | val_loss: 0.0311901 | Time: 8152.85 ms [2022-04-24 04:52:19 main:574] : INFO : Epoch 1896 | loss: 0.0311903 | val_loss: 0.0311849 | Time: 7325.96 ms [2022-04-24 04:52:27 main:574] : INFO : Epoch 1897 | loss: 0.0311915 | val_loss: 0.0311863 | Time: 7720.88 ms [2022-04-24 04:52:34 main:574] : INFO : Epoch 1898 | loss: 0.0311894 | val_loss: 0.0311884 | Time: 7470.25 ms [2022-04-24 04:52:41 main:574] : INFO : Epoch 1899 | loss: 0.0311892 | val_loss: 0.0311835 | Time: 6840.47 ms [2022-04-24 04:52:49 main:574] : INFO : Epoch 1900 | loss: 0.0311882 | val_loss: 0.031185 | Time: 7064.64 ms [2022-04-24 04:52:57 main:574] : INFO : Epoch 1901 | loss: 0.0311859 | val_loss: 0.0311823 | Time: 8251.14 ms [2022-04-24 04:53:05 main:574] : INFO : Epoch 1902 | loss: 0.0311858 | val_loss: 0.0311821 | Time: 7195.62 ms [2022-04-24 04:53:13 main:574] : INFO : Epoch 1903 | loss: 0.0311875 | val_loss: 0.0311846 | Time: 7038.55 ms [2022-04-24 04:53:20 main:574] : INFO : Epoch 1904 | loss: 0.0311888 | val_loss: 0.0311828 | Time: 6836.13 ms [2022-04-24 04:53:27 main:574] : INFO : Epoch 1905 | loss: 0.031188 | val_loss: 0.0311822 | Time: 6730.91 ms [2022-04-24 04:53:34 main:574] : INFO : Epoch 1906 | loss: 0.0311879 | val_loss: 0.0311866 | Time: 7115.65 ms [2022-04-24 04:53:42 main:574] : INFO : Epoch 1907 | loss: 0.03119 | val_loss: 0.0311879 | Time: 7661.17 ms [2022-04-24 04:53:49 main:574] : INFO : Epoch 1908 | loss: 0.0311861 | val_loss: 0.0311825 | Time: 7009.57 ms [2022-04-24 04:53:57 main:574] : INFO : Epoch 1909 | loss: 0.0311844 | val_loss: 0.0311809 | Time: 7055.39 ms [2022-04-24 04:54:05 main:574] : INFO : Epoch 1910 | loss: 0.0311849 | val_loss: 0.0311825 | Time: 7926.42 ms [2022-04-24 04:54:14 main:574] : INFO : Epoch 1911 | loss: 0.0311866 | val_loss: 0.0311852 | Time: 6715.4 ms [2022-04-24 04:54:21 main:574] : INFO : Epoch 1912 | loss: 0.031187 | val_loss: 0.0311833 | Time: 6518.42 ms [2022-04-24 04:54:29 main:574] : INFO : Epoch 1913 | loss: 0.0311892 | val_loss: 0.0311838 | Time: 7141.75 ms [2022-04-24 04:54:37 main:574] : INFO : Epoch 1914 | loss: 0.0311888 | val_loss: 0.0311837 | Time: 6620.51 ms [2022-04-24 04:54:44 main:574] : INFO : Epoch 1915 | loss: 0.0311897 | val_loss: 0.0311882 | Time: 7635.1 ms [2022-04-24 04:54:51 main:574] : INFO : Epoch 1916 | loss: 0.0311902 | val_loss: 0.031184 | Time: 6483.54 ms [2022-04-24 04:54:58 main:574] : INFO : Epoch 1917 | loss: 0.0311878 | val_loss: 0.0311843 | Time: 7352.56 ms [2022-04-24 04:55:07 main:574] : INFO : Epoch 1918 | loss: 0.0311876 | val_loss: 0.0311883 | Time: 8772.63 ms [2022-04-24 04:55:15 main:574] : INFO : Epoch 1919 | loss: 0.031188 | val_loss: 0.031185 | Time: 7114.01 ms [2022-04-24 04:55:23 main:574] : INFO : Epoch 1920 | loss: 0.0311856 | val_loss: 0.0311838 | Time: 7619.36 ms [2022-04-24 04:55:30 main:574] : INFO : Epoch 1921 | loss: 0.0311874 | val_loss: 0.031189 | Time: 6678.29 ms [2022-04-24 04:55:37 main:574] : INFO : Epoch 1922 | loss: 0.0311868 | val_loss: 0.0311832 | Time: 6347.63 ms [2022-04-24 04:55:45 main:574] : INFO : Epoch 1923 | loss: 0.0311855 | val_loss: 0.0311904 | Time: 8219.2 ms [2022-04-24 04:55:53 main:574] : INFO : Epoch 1924 | loss: 0.0311881 | val_loss: 0.0311844 | Time: 7377.06 ms [2022-04-24 04:55:59 main:574] : INFO : Epoch 1925 | loss: 0.0311858 | val_loss: 0.0311847 | Time: 6472.23 ms [2022-04-24 04:56:07 main:574] : INFO : Epoch 1926 | loss: 0.0311875 | val_loss: 0.0311868 | Time: 7191.33 ms [2022-04-24 04:56:16 main:574] : INFO : Epoch 1927 | loss: 0.031185 | val_loss: 0.0311909 | Time: 7179.21 ms [2022-04-24 04:56:23 main:574] : INFO : Epoch 1928 | loss: 0.0311861 | val_loss: 0.0311843 | Time: 7432.9 ms [2022-04-24 04:56:31 main:574] : INFO : Epoch 1929 | loss: 0.0311869 | val_loss: 0.0311848 | Time: 6960.1 ms [2022-04-24 04:56:38 main:574] : INFO : Epoch 1930 | loss: 0.031184 | val_loss: 0.0311832 | Time: 7496.74 ms [2022-04-24 04:56:45 main:574] : INFO : Epoch 1931 | loss: 0.031186 | val_loss: 0.0311849 | Time: 6749.35 ms [2022-04-24 04:56:53 main:574] : INFO : Epoch 1932 | loss: 0.0311867 | val_loss: 0.0311848 | Time: 6974.93 ms [2022-04-24 04:57:00 main:574] : INFO : Epoch 1933 | loss: 0.0311842 | val_loss: 0.0311842 | Time: 7653.06 ms [2022-04-24 04:57:08 main:574] : INFO : Epoch 1934 | loss: 0.0311841 | val_loss: 0.031185 | Time: 7187.98 ms [2022-04-24 04:57:16 main:574] : INFO : Epoch 1935 | loss: 0.0311839 | val_loss: 0.0311847 | Time: 7336.86 ms [2022-04-24 04:57:25 main:574] : INFO : Epoch 1936 | loss: 0.0311829 | val_loss: 0.0311832 | Time: 8601.19 ms [2022-04-24 04:57:33 main:574] : INFO : Epoch 1937 | loss: 0.0311841 | val_loss: 0.0311845 | Time: 7773.24 ms [2022-04-24 04:57:41 main:574] : INFO : Epoch 1938 | loss: 0.0311835 | val_loss: 0.0311879 | Time: 7465.68 ms [2022-04-24 04:57:48 main:574] : INFO : Epoch 1939 | loss: 0.0311844 | val_loss: 0.0311829 | Time: 6940.08 ms [2022-04-24 04:57:57 main:574] : INFO : Epoch 1940 | loss: 0.031183 | val_loss: 0.0311853 | Time: 8330.76 ms [2022-04-24 04:58:04 main:574] : INFO : Epoch 1941 | loss: 0.0311832 | val_loss: 0.0311852 | Time: 7175.88 ms [2022-04-24 04:58:12 main:574] : INFO : Epoch 1942 | loss: 0.0311836 | val_loss: 0.0311851 | Time: 7253.78 ms [2022-04-24 04:58:19 main:574] : INFO : Epoch 1943 | loss: 0.0311837 | val_loss: 0.0311863 | Time: 7070.52 ms [2022-04-24 04:58:27 main:574] : INFO : Epoch 1944 | loss: 0.0311863 | val_loss: 0.0311842 | Time: 7242.57 ms [2022-04-24 04:58:34 main:574] : INFO : Epoch 1945 | loss: 0.0311852 | val_loss: 0.0311865 | Time: 7498.36 ms [2022-04-24 04:58:42 main:574] : INFO : Epoch 1946 | loss: 0.0311843 | val_loss: 0.0311891 | Time: 7008.85 ms [2022-04-24 04:58:52 main:574] : INFO : Epoch 1947 | loss: 0.0311897 | val_loss: 0.0311894 | Time: 8802.71 ms [2022-04-24 04:59:00 main:574] : INFO : Epoch 1948 | loss: 0.0311902 | val_loss: 0.0311903 | Time: 7474.58 ms [2022-04-24 04:59:09 main:574] : INFO : Epoch 1949 | loss: 0.0311935 | val_loss: 0.0311862 | Time: 8673.37 ms [2022-04-24 04:59:16 main:574] : INFO : Epoch 1950 | loss: 0.0311891 | val_loss: 0.0311849 | Time: 7224.32 ms [2022-04-24 04:59:23 main:574] : INFO : Epoch 1951 | loss: 0.0311881 | val_loss: 0.03119 | Time: 6790.39 ms [2022-04-24 04:59:31 main:574] : INFO : Epoch 1952 | loss: 0.0311867 | val_loss: 0.0311836 | Time: 7239.88 ms [2022-04-24 04:59:38 main:574] : INFO : Epoch 1953 | loss: 0.0311849 | val_loss: 0.031186 | Time: 6771.45 ms [2022-04-24 04:59:45 main:574] : INFO : Epoch 1954 | loss: 0.0311878 | val_loss: 0.0311834 | Time: 7228.48 ms [2022-04-24 04:59:52 main:574] : INFO : Epoch 1955 | loss: 0.0311862 | val_loss: 0.0311859 | Time: 6689.66 ms [2022-04-24 05:00:00 main:574] : INFO : Epoch 1956 | loss: 0.0311888 | val_loss: 0.031183 | Time: 7251.38 ms [2022-04-24 05:00:07 main:574] : INFO : Epoch 1957 | loss: 0.0311881 | val_loss: 0.031185 | Time: 6650.16 ms [2022-04-24 05:00:15 main:574] : INFO : Epoch 1958 | loss: 0.0311868 | val_loss: 0.0311929 | Time: 7958.99 ms [2022-04-24 05:00:22 main:574] : INFO : Epoch 1959 | loss: 0.031188 | val_loss: 0.031185 | Time: 6793.91 ms [2022-04-24 05:00:30 main:574] : INFO : Epoch 1960 | loss: 0.0311864 | val_loss: 0.0311838 | Time: 6983.84 ms [2022-04-24 05:00:37 main:574] : INFO : Epoch 1961 | loss: 0.0311876 | val_loss: 0.0311847 | Time: 6841.83 ms [2022-04-24 05:00:44 main:574] : INFO : Epoch 1962 | loss: 0.0311853 | val_loss: 0.0311821 | Time: 7035.6 ms [2022-04-24 05:00:51 main:574] : INFO : Epoch 1963 | loss: 0.0311851 | val_loss: 0.0311832 | Time: 6766.1 ms [2022-04-24 05:00:58 main:574] : INFO : Epoch 1964 | loss: 0.0311838 | val_loss: 0.031182 | Time: 6801.23 ms [2022-04-24 05:01:06 main:574] : INFO : Epoch 1965 | loss: 0.0311847 | val_loss: 0.0311898 | Time: 7577.87 ms [2022-04-24 05:01:14 main:574] : INFO : Epoch 1966 | loss: 0.0311868 | val_loss: 0.0311858 | Time: 7242.21 ms [2022-04-24 05:01:20 main:574] : INFO : Epoch 1967 | loss: 0.0311846 | val_loss: 0.0311843 | Time: 6389.72 ms [2022-04-24 05:01:30 main:574] : INFO : Epoch 1968 | loss: 0.0311836 | val_loss: 0.0311846 | Time: 8494.84 ms [2022-04-24 05:01:37 main:574] : INFO : Epoch 1969 | loss: 0.0311843 | val_loss: 0.0311837 | Time: 7096.35 ms [2022-04-24 05:01:44 main:574] : INFO : Epoch 1970 | loss: 0.0311843 | val_loss: 0.0311863 | Time: 6728.23 ms [2022-04-24 05:01:53 main:574] : INFO : Epoch 1971 | loss: 0.0311871 | val_loss: 0.0311853 | Time: 8404.8 ms [2022-04-24 05:02:00 main:574] : INFO : Epoch 1972 | loss: 0.0311829 | val_loss: 0.031183 | Time: 6834.2 ms [2022-04-24 05:02:09 main:574] : INFO : Epoch 1973 | loss: 0.0311838 | val_loss: 0.031193 | Time: 8035.29 ms [2022-04-24 05:02:16 main:574] : INFO : Epoch 1974 | loss: 0.0311849 | val_loss: 0.0311836 | Time: 7275.48 ms [2022-04-24 05:02:24 main:574] : INFO : Epoch 1975 | loss: 0.0311834 | val_loss: 0.0311834 | Time: 7499.34 ms [2022-04-24 05:02:31 main:574] : INFO : Epoch 1976 | loss: 0.0311824 | val_loss: 0.0311852 | Time: 6796.91 ms [2022-04-24 05:02:38 main:574] : INFO : Epoch 1977 | loss: 0.031187 | val_loss: 0.0311853 | Time: 6999.57 ms [2022-04-24 05:02:45 main:574] : INFO : Epoch 1978 | loss: 0.0311852 | val_loss: 0.031187 | Time: 6819.97 ms [2022-04-24 05:02:52 main:574] : INFO : Epoch 1979 | loss: 0.0311867 | val_loss: 0.0311889 | Time: 6785.25 ms [2022-04-24 05:03:00 main:574] : INFO : Epoch 1980 | loss: 0.0311867 | val_loss: 0.0311842 | Time: 7091.35 ms [2022-04-24 05:03:08 main:574] : INFO : Epoch 1981 | loss: 0.0311824 | val_loss: 0.0311828 | Time: 7738.86 ms [2022-04-24 05:03:15 main:574] : INFO : Epoch 1982 | loss: 0.0311812 | val_loss: 0.0311825 | Time: 6849.63 ms [2022-04-24 05:03:22 main:574] : INFO : Epoch 1983 | loss: 0.031182 | val_loss: 0.0311832 | Time: 6160.54 ms [2022-04-24 05:03:30 main:574] : INFO : Epoch 1984 | loss: 0.0311834 | val_loss: 0.0311853 | Time: 8051.08 ms [2022-04-24 05:03:38 main:574] : INFO : Epoch 1985 | loss: 0.0311838 | val_loss: 0.0311858 | Time: 8259.81 ms [2022-04-24 05:03:45 main:574] : INFO : Epoch 1986 | loss: 0.0311842 | val_loss: 0.0311821 | Time: 6881.26 ms [2022-04-24 05:03:53 main:574] : INFO : Epoch 1987 | loss: 0.0311824 | val_loss: 0.0311857 | Time: 7742.38 ms [2022-04-24 05:04:02 main:574] : INFO : Epoch 1988 | loss: 0.0311868 | val_loss: 0.0311847 | Time: 7448.45 ms [2022-04-24 05:04:09 main:574] : INFO : Epoch 1989 | loss: 0.0311853 | val_loss: 0.031184 | Time: 6862.2 ms [2022-04-24 05:04:16 main:574] : INFO : Epoch 1990 | loss: 0.0311833 | val_loss: 0.0311865 | Time: 6803.01 ms [2022-04-24 05:04:24 main:574] : INFO : Epoch 1991 | loss: 0.0311841 | val_loss: 0.0311814 | Time: 6577.59 ms [2022-04-24 05:04:33 main:574] : INFO : Epoch 1992 | loss: 0.0311843 | val_loss: 0.0311814 | Time: 8306.1 ms [2022-04-24 05:04:42 main:574] : INFO : Epoch 1993 | loss: 0.0311838 | val_loss: 0.0311815 | Time: 7816.58 ms [2022-04-24 05:04:49 main:574] : INFO : Epoch 1994 | loss: 0.031183 | val_loss: 0.0311866 | Time: 7104.88 ms [2022-04-24 05:04:55 main:574] : INFO : Epoch 1995 | loss: 0.0311819 | val_loss: 0.0311823 | Time: 5964.78 ms [2022-04-24 05:05:02 main:574] : INFO : Epoch 1996 | loss: 0.0311833 | val_loss: 0.0311834 | Time: 6566.35 ms [2022-04-24 05:05:11 main:574] : INFO : Epoch 1997 | loss: 0.0311823 | val_loss: 0.0311855 | Time: 8762.55 ms [2022-04-24 05:05:19 main:574] : INFO : Epoch 1998 | loss: 0.0311845 | val_loss: 0.0311802 | Time: 7023.61 ms [2022-04-24 05:05:26 main:574] : INFO : Epoch 1999 | loss: 0.0311811 | val_loss: 0.0311792 | Time: 7274.48 ms [2022-04-24 05:05:33 main:574] : INFO : Epoch 2000 | loss: 0.0311813 | val_loss: 0.0311831 | Time: 6981.85 ms [2022-04-24 05:05:40 main:574] : INFO : Epoch 2001 | loss: 0.0311821 | val_loss: 0.0311798 | Time: 6767.1 ms [2022-04-24 05:05:48 main:574] : INFO : Epoch 2002 | loss: 0.0311825 | val_loss: 0.0311815 | Time: 6901.62 ms [2022-04-24 05:05:57 main:574] : INFO : Epoch 2003 | loss: 0.0311822 | val_loss: 0.0311831 | Time: 8003.58 ms [2022-04-24 05:06:05 main:574] : INFO : Epoch 2004 | loss: 0.0311837 | val_loss: 0.03118 | Time: 7474.99 ms [2022-04-24 05:06:14 main:574] : INFO : Epoch 2005 | loss: 0.0311823 | val_loss: 0.0311793 | Time: 7172.11 ms [2022-04-24 05:06:23 main:574] : INFO : Epoch 2006 | loss: 0.031182 | val_loss: 0.0311791 | Time: 8089.08 ms [2022-04-24 05:06:30 main:574] : INFO : Epoch 2007 | loss: 0.03118 | val_loss: 0.0311827 | Time: 7429.57 ms [2022-04-24 05:06:39 main:574] : INFO : Epoch 2008 | loss: 0.0311801 | val_loss: 0.0311857 | Time: 8632.9 ms [2022-04-24 05:06:48 main:574] : INFO : Epoch 2009 | loss: 0.0311807 | val_loss: 0.0311808 | Time: 8326.06 ms [2022-04-24 05:06:56 main:574] : INFO : Epoch 2010 | loss: 0.0311815 | val_loss: 0.0311816 | Time: 7405.13 ms [2022-04-24 05:07:06 main:574] : INFO : Epoch 2011 | loss: 0.0311797 | val_loss: 0.0311797 | Time: 8726.56 ms [2022-04-24 05:07:14 main:574] : INFO : Epoch 2012 | loss: 0.0311796 | val_loss: 0.0311873 | Time: 7896.28 ms [2022-04-24 05:07:24 main:574] : INFO : Epoch 2013 | loss: 0.0311814 | val_loss: 0.0311793 | Time: 6292.43 ms [2022-04-24 05:07:32 main:574] : INFO : Epoch 2014 | loss: 0.0311784 | val_loss: 0.0311791 | Time: 7922.49 ms [2022-04-24 05:07:41 main:574] : INFO : Epoch 2015 | loss: 0.0311809 | val_loss: 0.031184 | Time: 8133.03 ms [2022-04-24 05:07:48 main:574] : INFO : Epoch 2016 | loss: 0.0311825 | val_loss: 0.0311839 | Time: 7221.34 ms [2022-04-24 05:07:57 main:574] : INFO : Epoch 2017 | loss: 0.0311804 | val_loss: 0.0311812 | Time: 7814.87 ms [2022-04-24 05:08:05 main:574] : INFO : Epoch 2018 | loss: 0.0311794 | val_loss: 0.0311775 | Time: 8036.77 ms [2022-04-24 05:08:14 main:574] : INFO : Epoch 2019 | loss: 0.031179 | val_loss: 0.0311838 | Time: 8461.41 ms [2022-04-24 05:08:21 main:574] : INFO : Epoch 2020 | loss: 0.0311819 | val_loss: 0.0311883 | Time: 6766.32 ms [2022-04-24 05:08:28 main:574] : INFO : Epoch 2021 | loss: 0.0311833 | val_loss: 0.0311832 | Time: 6718.62 ms [2022-04-24 05:08:38 main:574] : INFO : Epoch 2022 | loss: 0.0311811 | val_loss: 0.0311827 | Time: 7967.42 ms [2022-04-24 05:08:45 main:574] : INFO : Epoch 2023 | loss: 0.0311805 | val_loss: 0.0311987 | Time: 6366.73 ms [2022-04-24 05:08:52 main:574] : INFO : Epoch 2024 | loss: 0.0311842 | val_loss: 0.0311814 | Time: 7035.98 ms [2022-04-24 05:08:59 main:574] : INFO : Epoch 2025 | loss: 0.03118 | val_loss: 0.0311817 | Time: 6847.79 ms [2022-04-24 05:09:07 main:574] : INFO : Epoch 2026 | loss: 0.0311799 | val_loss: 0.0311796 | Time: 7491.62 ms [2022-04-24 05:09:15 main:574] : INFO : Epoch 2027 | loss: 0.0311826 | val_loss: 0.0311846 | Time: 8032.52 ms [2022-04-24 05:09:23 main:574] : INFO : Epoch 2028 | loss: 0.0311786 | val_loss: 0.0311819 | Time: 7324.51 ms [2022-04-24 05:09:32 main:574] : INFO : Epoch 2029 | loss: 0.0311777 | val_loss: 0.0311816 | Time: 7598.06 ms [2022-04-24 05:09:39 main:574] : INFO : Epoch 2030 | loss: 0.0311808 | val_loss: 0.0311821 | Time: 7101.75 ms [2022-04-24 05:09:47 main:574] : INFO : Epoch 2031 | loss: 0.0311787 | val_loss: 0.0311841 | Time: 7252.01 ms [2022-04-24 05:09:55 main:574] : INFO : Epoch 2032 | loss: 0.0311773 | val_loss: 0.0311825 | Time: 7814.1 ms [2022-04-24 05:10:02 main:574] : INFO : Epoch 2033 | loss: 0.0311804 | val_loss: 0.0311828 | Time: 7265.45 ms [2022-04-24 05:10:11 main:574] : INFO : Epoch 2034 | loss: 0.0311799 | val_loss: 0.0311807 | Time: 8505.21 ms [2022-04-24 05:10:18 main:574] : INFO : Epoch 2035 | loss: 0.0311792 | val_loss: 0.0311829 | Time: 6854.17 ms [2022-04-24 05:10:26 main:574] : INFO : Epoch 2036 | loss: 0.0311783 | val_loss: 0.031181 | Time: 7702.04 ms [2022-04-24 05:10:34 main:574] : INFO : Epoch 2037 | loss: 0.031178 | val_loss: 0.0311803 | Time: 7478.45 ms [2022-04-24 05:10:42 main:574] : INFO : Epoch 2038 | loss: 0.0311791 | val_loss: 0.0311841 | Time: 7216.07 ms [2022-04-24 05:10:50 main:574] : INFO : Epoch 2039 | loss: 0.0311802 | val_loss: 0.031181 | Time: 7658.76 ms [2022-04-24 05:10:57 main:574] : INFO : Epoch 2040 | loss: 0.0311786 | val_loss: 0.03119 | Time: 7576.97 ms [2022-04-24 05:11:06 main:574] : INFO : Epoch 2041 | loss: 0.0311785 | val_loss: 0.0311845 | Time: 7493.34 ms [2022-04-24 05:11:13 main:574] : INFO : Epoch 2042 | loss: 0.0311795 | val_loss: 0.0311808 | Time: 7057.78 ms [2022-04-24 05:11:21 main:574] : INFO : Epoch 2043 | loss: 0.0311778 | val_loss: 0.0311788 | Time: 7312.99 ms [2022-04-24 05:11:27 main:574] : INFO : Epoch 2044 | loss: 0.0311778 | val_loss: 0.0311805 | Time: 6411.71 ms [2022-04-24 05:11:34 main:574] : INFO : Epoch 2045 | loss: 0.0311773 | val_loss: 0.0311836 | Time: 6775.8 ms [2022-04-24 05:11:41 main:574] : INFO : Epoch 2046 | loss: 0.0311826 | val_loss: 0.0311814 | Time: 6783.34 ms [2022-04-24 05:11:49 main:574] : INFO : Epoch 2047 | loss: 0.0311843 | val_loss: 0.0311785 | Time: 7607.33 ms [2022-04-24 05:11:56 main:574] : INFO : Epoch 2048 | loss: 0.0311805 | val_loss: 0.0311779 | Time: 7196.9 ms [2022-04-24 05:11:56 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311779 [2022-04-24 05:11:56 main:603] : INFO : Saving end state to config to file [2022-04-24 05:11:56 main:608] : INFO : Success, exiting.. 05:11:56 (13228): called boinc_finish(0) </stderr_txt> ]]>
©2023 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)