Task 10604940
| Name | ParityModified-1638634167-3181-3-0_0 |
| Workunit | 7934150 |
| Created | 9 Jan 2022, 20:17:48 UTC |
| Sent | 26 Jan 2022, 4:12:44 UTC |
| Report deadline | 3 Feb 2022, 4:12:44 UTC |
| Received | 26 Jan 2022, 15:44:22 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18384 |
| Run time | 4 hours 40 min 59 sec |
| CPU time | 4 hours 38 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,880.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 07:35:37 main:574] : INFO : Epoch 1569 | loss: 0.0311918 | val_loss: 0.0311889 | Time: 6088.26 ms [2022-01-26 07:35:43 main:574] : INFO : Epoch 1570 | loss: 0.0311909 | val_loss: 0.0311882 | Time: 5871.64 ms [2022-01-26 07:35:48 main:574] : INFO : Epoch 1571 | loss: 0.0311912 | val_loss: 0.031191 | Time: 5581.43 ms [2022-01-26 07:35:54 main:574] : INFO : Epoch 1572 | loss: 0.0311934 | val_loss: 0.0311953 | Time: 5875.96 ms [2022-01-26 07:36:00 main:574] : INFO : Epoch 1573 | loss: 0.0311922 | val_loss: 0.0311888 | Time: 6025.6 ms [2022-01-26 07:36:06 main:574] : INFO : Epoch 1574 | loss: 0.0311908 | val_loss: 0.0311892 | Time: 5945.24 ms [2022-01-26 07:36:12 main:574] : INFO : Epoch 1575 | loss: 0.0311915 | val_loss: 0.0311923 | Time: 5791.34 ms [2022-01-26 07:36:18 main:574] : INFO : Epoch 1576 | loss: 0.031192 | val_loss: 0.0311901 | Time: 6032.46 ms [2022-01-26 07:36:24 main:574] : INFO : Epoch 1577 | loss: 0.0311917 | val_loss: 0.0311903 | Time: 5917.69 ms [2022-01-26 07:36:30 main:574] : INFO : Epoch 1578 | loss: 0.0311916 | val_loss: 0.0311914 | Time: 5899.16 ms [2022-01-26 07:36:36 main:574] : INFO : Epoch 1579 | loss: 0.0311908 | val_loss: 0.0311901 | Time: 6031.11 ms [2022-01-26 07:36:42 main:574] : INFO : Epoch 1580 | loss: 0.0311898 | val_loss: 0.0311891 | Time: 5862.7 ms [2022-01-26 07:36:48 main:574] : INFO : Epoch 1581 | loss: 0.0311897 | val_loss: 0.0311896 | Time: 5868.45 ms [2022-01-26 07:36:53 main:574] : INFO : Epoch 1582 | loss: 0.0311892 | val_loss: 0.0311893 | Time: 5608.7 ms [2022-01-26 07:36:59 main:574] : INFO : Epoch 1583 | loss: 0.0311889 | val_loss: 0.0311889 | Time: 5664.77 ms [2022-01-26 07:37:05 main:574] : INFO : Epoch 1584 | loss: 0.0311886 | val_loss: 0.0311887 | Time: 5719.8 ms [2022-01-26 07:37:11 main:574] : INFO : Epoch 1585 | loss: 0.0311888 | val_loss: 0.0311881 | Time: 5894.39 ms [2022-01-26 07:37:16 main:574] : INFO : Epoch 1586 | loss: 0.031189 | val_loss: 0.0311917 | Time: 5740.32 ms [2022-01-26 07:37:22 main:574] : INFO : Epoch 1587 | loss: 0.0311896 | val_loss: 0.0311895 | Time: 5843.41 ms [2022-01-26 07:37:28 main:574] : INFO : Epoch 1588 | loss: 0.0311892 | val_loss: 0.0311913 | Time: 6093.4 ms [2022-01-26 07:37:34 main:574] : INFO : Epoch 1589 | loss: 0.031189 | val_loss: 0.0311884 | Time: 5754.33 ms [2022-01-26 07:37:40 main:574] : INFO : Epoch 1590 | loss: 0.0311905 | val_loss: 0.0311895 | Time: 5719.39 ms [2022-01-26 07:37:46 main:574] : INFO : Epoch 1591 | loss: 0.0311913 | val_loss: 0.0311948 | Time: 5964.82 ms [2022-01-26 07:38:02 main:574] : INFO : Epoch 1592 | loss: 0.0311916 | val_loss: 0.0311922 | Time: 15758.8 ms [2022-01-26 07:38:07 main:574] : INFO : Epoch 1593 | loss: 0.0311928 | val_loss: 0.031195 | Time: 5695.65 ms [2022-01-26 07:38:13 main:574] : INFO : Epoch 1594 | loss: 0.0311915 | val_loss: 0.0311913 | Time: 5616.12 ms [2022-01-26 07:38:19 main:574] : INFO : Epoch 1595 | loss: 0.0311902 | val_loss: 0.0311909 | Time: 5789.96 ms [2022-01-26 07:38:24 main:574] : INFO : Epoch 1596 | loss: 0.0311907 | val_loss: 0.0311908 | Time: 5772.46 ms [2022-01-26 07:38:40 main:574] : INFO : Epoch 1597 | loss: 0.0311909 | val_loss: 0.03119 | Time: 15665.7 ms [2022-01-26 07:38:46 main:574] : INFO : Epoch 1598 | loss: 0.0311896 | val_loss: 0.0311906 | Time: 5771.2 ms [2022-01-26 07:38:52 main:574] : INFO : Epoch 1599 | loss: 0.0311893 | val_loss: 0.0311923 | Time: 5663.92 ms [2022-01-26 07:38:57 main:574] : INFO : Epoch 1600 | loss: 0.0311904 | val_loss: 0.0311914 | Time: 5433.91 ms [2022-01-26 07:39:03 main:574] : INFO : Epoch 1601 | loss: 0.0311893 | val_loss: 0.0311916 | Time: 5672.16 ms [2022-01-26 07:39:09 main:574] : INFO : Epoch 1602 | loss: 0.0311895 | val_loss: 0.0311904 | Time: 6022.55 ms [2022-01-26 07:39:14 main:574] : INFO : Epoch 1603 | loss: 0.031189 | val_loss: 0.031192 | Time: 5478.34 ms [2022-01-26 07:39:20 main:574] : INFO : Epoch 1604 | loss: 0.0311904 | val_loss: 0.0311906 | Time: 5741.38 ms [2022-01-26 07:39:26 main:574] : INFO : Epoch 1605 | loss: 0.0311888 | val_loss: 0.031189 | Time: 5940.23 ms [2022-01-26 07:39:32 main:574] : INFO : Epoch 1606 | loss: 0.0311883 | val_loss: 0.0311891 | Time: 6092.11 ms [2022-01-26 07:39:38 main:574] : INFO : Epoch 1607 | loss: 0.0311904 | val_loss: 0.0311908 | Time: 6056.48 ms [2022-01-26 07:39:44 main:574] : INFO : Epoch 1608 | loss: 0.0311906 | val_loss: 0.0311914 | Time: 6123.35 ms [2022-01-26 07:39:50 main:574] : INFO : Epoch 1609 | loss: 0.0311888 | val_loss: 0.0311915 | Time: 5793.84 ms [2022-01-26 07:39:56 main:574] : INFO : Epoch 1610 | loss: 0.0311877 | val_loss: 0.0311883 | Time: 5777.94 ms [2022-01-26 07:40:02 main:574] : INFO : Epoch 1611 | loss: 0.0311876 | val_loss: 0.0311909 | Time: 5902.51 ms [2022-01-26 07:40:07 main:574] : INFO : Epoch 1612 | loss: 0.0311913 | val_loss: 0.0311912 | Time: 5721.15 ms [2022-01-26 07:40:13 main:574] : INFO : Epoch 1613 | loss: 0.0311875 | val_loss: 0.0311888 | Time: 5855.85 ms [2022-01-26 07:40:19 main:574] : INFO : Epoch 1614 | loss: 0.0311879 | val_loss: 0.0311927 | Time: 5767.57 ms [2022-01-26 07:40:25 main:574] : INFO : Epoch 1615 | loss: 0.0311899 | val_loss: 0.0311902 | Time: 5676.94 ms [2022-01-26 07:40:31 main:574] : INFO : Epoch 1616 | loss: 0.031189 | val_loss: 0.0311898 | Time: 6039.09 ms [2022-01-26 07:40:36 main:574] : INFO : Epoch 1617 | loss: 0.031189 | val_loss: 0.0311901 | Time: 5485.41 ms [2022-01-26 07:40:42 main:574] : INFO : Epoch 1618 | loss: 0.0311932 | val_loss: 0.0311948 | Time: 5655.39 ms [2022-01-26 07:40:47 main:574] : INFO : Epoch 1619 | loss: 0.0311933 | val_loss: 0.0311934 | Time: 5529.02 ms [2022-01-26 07:40:54 main:574] : INFO : Epoch 1620 | loss: 0.0311912 | val_loss: 0.0311921 | Time: 6049.19 ms [2022-01-26 07:40:59 main:574] : INFO : Epoch 1621 | loss: 0.0311899 | val_loss: 0.0311923 | Time: 5581.95 ms [2022-01-26 07:41:05 main:574] : INFO : Epoch 1622 | loss: 0.0311894 | val_loss: 0.0311903 | Time: 5534.71 ms [2022-01-26 07:41:10 main:574] : INFO : Epoch 1623 | loss: 0.0311887 | val_loss: 0.0311892 | Time: 5724.94 ms [2022-01-26 07:41:16 main:574] : INFO : Epoch 1624 | loss: 0.0311881 | val_loss: 0.0311907 | Time: 5675.16 ms [2022-01-26 07:41:22 main:574] : INFO : Epoch 1625 | loss: 0.0311878 | val_loss: 0.0311883 | Time: 5641.29 ms [2022-01-26 07:41:27 main:574] : INFO : Epoch 1626 | loss: 0.0311873 | val_loss: 0.0311881 | Time: 5570.98 ms [2022-01-26 07:41:33 main:574] : INFO : Epoch 1627 | loss: 0.0311872 | val_loss: 0.031188 | Time: 5723.28 ms [2022-01-26 07:41:39 main:574] : INFO : Epoch 1628 | loss: 0.0311875 | val_loss: 0.0311886 | Time: 5794.38 ms [2022-01-26 07:41:45 main:574] : INFO : Epoch 1629 | loss: 0.0311874 | val_loss: 0.0311882 | Time: 5676.95 ms [2022-01-26 07:41:51 main:574] : INFO : Epoch 1630 | loss: 0.0311868 | val_loss: 0.031188 | Time: 5974.04 ms [2022-01-26 07:41:56 main:574] : INFO : Epoch 1631 | loss: 0.0311867 | val_loss: 0.0311874 | Time: 5671.25 ms [2022-01-26 07:42:02 main:574] : INFO : Epoch 1632 | loss: 0.0311867 | val_loss: 0.0311887 | Time: 5590.18 ms [2022-01-26 07:42:07 main:574] : INFO : Epoch 1633 | loss: 0.0311869 | val_loss: 0.0311881 | Time: 5583.84 ms [2022-01-26 07:42:13 main:574] : INFO : Epoch 1634 | loss: 0.0311879 | val_loss: 0.0311898 | Time: 5863.35 ms [2022-01-26 07:42:19 main:574] : INFO : Epoch 1635 | loss: 0.031188 | val_loss: 0.0311887 | Time: 5829.55 ms [2022-01-26 07:42:25 main:574] : INFO : Epoch 1636 | loss: 0.0311879 | val_loss: 0.0311891 | Time: 5889.29 ms [2022-01-26 07:42:31 main:574] : INFO : Epoch 1637 | loss: 0.0311884 | val_loss: 0.0311879 | Time: 6174.32 ms [2022-01-26 07:42:37 main:574] : INFO : Epoch 1638 | loss: 0.0311875 | val_loss: 0.0311875 | Time: 5921.77 ms [2022-01-26 07:42:43 main:574] : INFO : Epoch 1639 | loss: 0.0311875 | val_loss: 0.0311874 | Time: 5730.19 ms [2022-01-26 07:42:48 main:574] : INFO : Epoch 1640 | loss: 0.0311876 | val_loss: 0.0311882 | Time: 5415.11 ms [2022-01-26 07:42:54 main:574] : INFO : Epoch 1641 | loss: 0.0311885 | val_loss: 0.0311903 | Time: 5836.86 ms [2022-01-26 07:43:00 main:574] : INFO : Epoch 1642 | loss: 0.0311886 | val_loss: 0.0311897 | Time: 5508.71 ms [2022-01-26 07:43:05 main:574] : INFO : Epoch 1643 | loss: 0.0311882 | val_loss: 0.0311908 | Time: 5702.9 ms [2022-01-26 07:43:12 main:574] : INFO : Epoch 1644 | loss: 0.0311882 | val_loss: 0.0311891 | Time: 6226.2 ms [2022-01-26 07:43:17 main:574] : INFO : Epoch 1645 | loss: 0.0311881 | val_loss: 0.0311897 | Time: 5837.75 ms [2022-01-26 07:43:23 main:574] : INFO : Epoch 1646 | loss: 0.031188 | val_loss: 0.0311881 | Time: 5816.22 ms [2022-01-26 07:43:29 main:574] : INFO : Epoch 1647 | loss: 0.0311877 | val_loss: 0.0311881 | Time: 5742.82 ms [2022-01-26 07:43:35 main:574] : INFO : Epoch 1648 | loss: 0.0311869 | val_loss: 0.0311892 | Time: 5742.72 ms [2022-01-26 07:43:40 main:574] : INFO : Epoch 1649 | loss: 0.0311874 | val_loss: 0.0311878 | Time: 5687.79 ms [2022-01-26 07:43:46 main:574] : INFO : Epoch 1650 | loss: 0.0311862 | val_loss: 0.0311888 | Time: 5850.83 ms [2022-01-26 07:44:02 main:574] : INFO : Epoch 1651 | loss: 0.0311856 | val_loss: 0.031188 | Time: 15718.3 ms [2022-01-26 07:44:08 main:574] : INFO : Epoch 1652 | loss: 0.0311857 | val_loss: 0.031188 | Time: 5546.17 ms [2022-01-26 07:44:13 main:574] : INFO : Epoch 1653 | loss: 0.0311857 | val_loss: 0.0311895 | Time: 5653.71 ms [2022-01-26 07:44:19 main:574] : INFO : Epoch 1654 | loss: 0.0311857 | val_loss: 0.0311897 | Time: 5684.6 ms [2022-01-26 07:44:25 main:574] : INFO : Epoch 1655 | loss: 0.0311872 | val_loss: 0.0311905 | Time: 5966.75 ms [2022-01-26 07:44:31 main:574] : INFO : Epoch 1656 | loss: 0.0311855 | val_loss: 0.0311887 | Time: 6006.33 ms [2022-01-26 07:44:46 main:574] : INFO : Epoch 1657 | loss: 0.031187 | val_loss: 0.0311882 | Time: 15594.7 ms [2022-01-26 07:44:51 main:574] : INFO : Epoch 1658 | loss: 0.0311892 | val_loss: 0.0311873 | Time: 4197.84 ms [2022-01-26 07:44:55 main:574] : INFO : Epoch 1659 | loss: 0.031189 | val_loss: 0.0311927 | Time: 4082.75 ms [2022-01-26 07:45:00 main:574] : INFO : Epoch 1660 | loss: 0.0311912 | val_loss: 0.0311894 | Time: 5271.55 ms [2022-01-26 07:45:06 main:574] : INFO : Epoch 1661 | loss: 0.0311907 | val_loss: 0.0311888 | Time: 5602.5 ms [2022-01-26 07:45:11 main:574] : INFO : Epoch 1662 | loss: 0.0311888 | val_loss: 0.0311881 | Time: 5299.66 ms [2022-01-26 07:45:16 main:574] : INFO : Epoch 1663 | loss: 0.0311873 | val_loss: 0.0311867 | Time: 5289.78 ms [2022-01-26 07:45:22 main:574] : INFO : Epoch 1664 | loss: 0.0311866 | val_loss: 0.0311868 | Time: 5310.53 ms [2022-01-26 07:45:27 main:574] : INFO : Epoch 1665 | loss: 0.0311869 | val_loss: 0.0311891 | Time: 5609.44 ms [2022-01-26 07:45:33 main:574] : INFO : Epoch 1666 | loss: 0.0311881 | val_loss: 0.0311866 | Time: 5864.6 ms [2022-01-26 07:45:39 main:574] : INFO : Epoch 1667 | loss: 0.0311862 | val_loss: 0.0311883 | Time: 5864.14 ms [2022-01-26 07:45:45 main:574] : INFO : Epoch 1668 | loss: 0.0311881 | val_loss: 0.031188 | Time: 6264.26 ms [2022-01-26 07:45:51 main:574] : INFO : Epoch 1669 | loss: 0.0311863 | val_loss: 0.0311879 | Time: 6299.4 ms [2022-01-26 07:45:57 main:574] : INFO : Epoch 1670 | loss: 0.0311866 | val_loss: 0.0311902 | Time: 5619.52 ms [2022-01-26 07:46:03 main:574] : INFO : Epoch 1671 | loss: 0.0311867 | val_loss: 0.0311895 | Time: 5581.22 ms [2022-01-26 07:46:08 main:574] : INFO : Epoch 1672 | loss: 0.0311877 | val_loss: 0.0311887 | Time: 5709.94 ms [2022-01-26 07:46:14 main:574] : INFO : Epoch 1673 | loss: 0.0311876 | val_loss: 0.0311899 | Time: 5553.59 ms [2022-01-26 07:46:20 main:574] : INFO : Epoch 1674 | loss: 0.0311876 | val_loss: 0.0311881 | Time: 6095.32 ms [2022-01-26 07:46:26 main:574] : INFO : Epoch 1675 | loss: 0.0311873 | val_loss: 0.0311872 | Time: 5974.27 ms [2022-01-26 07:46:42 main:574] : INFO : Epoch 1676 | loss: 0.0311876 | val_loss: 0.0311936 | Time: 15814.2 ms [2022-01-26 07:46:48 main:574] : INFO : Epoch 1677 | loss: 0.0311921 | val_loss: 0.0311891 | Time: 5747.07 ms [2022-01-26 07:46:53 main:574] : INFO : Epoch 1678 | loss: 0.0311886 | val_loss: 0.0311881 | Time: 5716.38 ms [2022-01-26 07:46:59 main:574] : INFO : Epoch 1679 | loss: 0.0311924 | val_loss: 0.0311967 | Time: 5737.64 ms [2022-01-26 07:47:05 main:574] : INFO : Epoch 1680 | loss: 0.0311996 | val_loss: 0.0311961 | Time: 5926.53 ms [2022-01-26 07:47:10 main:574] : INFO : Epoch 1681 | loss: 0.0311986 | val_loss: 0.0311963 | Time: 5429.61 ms [2022-01-26 07:47:16 main:574] : INFO : Epoch 1682 | loss: 0.0311982 | val_loss: 0.031196 | Time: 5639.16 ms [2022-01-26 07:47:22 main:574] : INFO : Epoch 1683 | loss: 0.0311978 | val_loss: 0.0311952 | Time: 5619.56 ms [2022-01-26 07:47:28 main:574] : INFO : Epoch 1684 | loss: 0.0311971 | val_loss: 0.0311967 | Time: 5832.09 ms [2022-01-26 07:47:34 main:574] : INFO : Epoch 1685 | loss: 0.031197 | val_loss: 0.0311952 | Time: 5966 ms [2022-01-26 07:47:39 main:574] : INFO : Epoch 1686 | loss: 0.0311963 | val_loss: 0.031194 | Time: 5680.53 ms [2022-01-26 07:47:45 main:574] : INFO : Epoch 1687 | loss: 0.0311953 | val_loss: 0.0311943 | Time: 5771.17 ms [2022-01-26 07:47:51 main:574] : INFO : Epoch 1688 | loss: 0.0311961 | val_loss: 0.031193 | Time: 5836.9 ms [2022-01-26 07:47:57 main:574] : INFO : Epoch 1689 | loss: 0.031195 | val_loss: 0.0311923 | Time: 5825.42 ms [2022-01-26 07:48:03 main:574] : INFO : Epoch 1690 | loss: 0.0311934 | val_loss: 0.0311922 | Time: 5972.81 ms [2022-01-26 07:48:08 main:574] : INFO : Epoch 1691 | loss: 0.0311933 | val_loss: 0.0311925 | Time: 5627.27 ms [2022-01-26 07:48:14 main:574] : INFO : Epoch 1692 | loss: 0.0311933 | val_loss: 0.0311919 | Time: 5799.34 ms [2022-01-26 07:48:20 main:574] : INFO : Epoch 1693 | loss: 0.0311941 | val_loss: 0.0311926 | Time: 5531.31 ms [2022-01-26 07:48:26 main:574] : INFO : Epoch 1694 | loss: 0.0311951 | val_loss: 0.0311944 | Time: 6050.94 ms [2022-01-26 07:48:31 main:574] : INFO : Epoch 1695 | loss: 0.0311972 | val_loss: 0.0311959 | Time: 5666.01 ms [2022-01-26 07:48:47 main:574] : INFO : Epoch 1696 | loss: 0.0311966 | val_loss: 0.0311975 | Time: 15504.1 ms [2022-01-26 07:48:53 main:574] : INFO : Epoch 1697 | loss: 0.0311961 | val_loss: 0.0311972 | Time: 5787.18 ms [2022-01-26 07:48:58 main:574] : INFO : Epoch 1698 | loss: 0.0311961 | val_loss: 0.0311965 | Time: 5836.91 ms [2022-01-26 07:49:04 main:574] : INFO : Epoch 1699 | loss: 0.0311981 | val_loss: 0.0311988 | Time: 5716.79 ms [2022-01-26 07:49:10 main:574] : INFO : Epoch 1700 | loss: 0.0311974 | val_loss: 0.0311951 | Time: 5745.08 ms [2022-01-26 07:49:16 main:574] : INFO : Epoch 1701 | loss: 0.0311958 | val_loss: 0.0311948 | Time: 5851.27 ms [2022-01-26 07:49:21 main:574] : INFO : Epoch 1702 | loss: 0.031197 | val_loss: 0.0311983 | Time: 5418.03 ms [2022-01-26 07:49:27 main:574] : INFO : Epoch 1703 | loss: 0.0312032 | val_loss: 0.0312035 | Time: 5676.43 ms [2022-01-26 07:49:33 main:574] : INFO : Epoch 1704 | loss: 0.0312033 | val_loss: 0.0312033 | Time: 5854.82 ms [2022-01-26 07:49:39 main:574] : INFO : Epoch 1705 | loss: 0.0312016 | val_loss: 0.0312017 | Time: 5935.74 ms [2022-01-26 07:49:45 main:574] : INFO : Epoch 1706 | loss: 0.0312024 | val_loss: 0.0312017 | Time: 5775 ms [2022-01-26 07:49:50 main:574] : INFO : Epoch 1707 | loss: 0.0312004 | val_loss: 0.0312009 | Time: 5626.42 ms [2022-01-26 07:49:56 main:574] : INFO : Epoch 1708 | loss: 0.0311997 | val_loss: 0.0311997 | Time: 5657.1 ms [2022-01-26 07:50:02 main:574] : INFO : Epoch 1709 | loss: 0.0311998 | val_loss: 0.0312009 | Time: 5966 ms [2022-01-26 07:50:08 main:574] : INFO : Epoch 1710 | loss: 0.031199 | val_loss: 0.0311989 | Time: 5900.58 ms [2022-01-26 07:50:14 main:574] : INFO : Epoch 1711 | loss: 0.031198 | val_loss: 0.0311995 | Time: 5972.84 ms [2022-01-26 07:50:20 main:574] : INFO : Epoch 1712 | loss: 0.031199 | val_loss: 0.0312043 | Time: 6279.66 ms [2022-01-26 07:50:26 main:574] : INFO : Epoch 1713 | loss: 0.0311999 | val_loss: 0.0311993 | Time: 5709.23 ms [2022-01-26 07:50:32 main:574] : INFO : Epoch 1714 | loss: 0.0311978 | val_loss: 0.0311988 | Time: 6150.46 ms [2022-01-26 07:50:38 main:574] : INFO : Epoch 1715 | loss: 0.0311992 | val_loss: 0.0311986 | Time: 5966.85 ms [2022-01-26 07:50:44 main:574] : INFO : Epoch 1716 | loss: 0.0311983 | val_loss: 0.0311999 | Time: 5788.87 ms [2022-01-26 07:50:49 main:574] : INFO : Epoch 1717 | loss: 0.0311994 | val_loss: 0.0312049 | Time: 5667.74 ms [2022-01-26 07:50:55 main:574] : INFO : Epoch 1718 | loss: 0.0311985 | val_loss: 0.0311981 | Time: 5469.84 ms [2022-01-26 07:51:01 main:574] : INFO : Epoch 1719 | loss: 0.0311969 | val_loss: 0.0311974 | Time: 6002.65 ms [2022-01-26 07:51:07 main:574] : INFO : Epoch 1720 | loss: 0.0311966 | val_loss: 0.0311991 | Time: 5833.37 ms [2022-01-26 07:51:12 main:574] : INFO : Epoch 1721 | loss: 0.031203 | val_loss: 0.0312053 | Time: 5683.86 ms [2022-01-26 07:51:18 main:574] : INFO : Epoch 1722 | loss: 0.0312094 | val_loss: 0.0312132 | Time: 5839.54 ms [2022-01-26 07:51:24 main:574] : INFO : Epoch 1723 | loss: 0.0312094 | val_loss: 0.0312019 | Time: 5503.91 ms [2022-01-26 07:51:30 main:574] : INFO : Epoch 1724 | loss: 0.0311974 | val_loss: 0.0311948 | Time: 6028.82 ms [2022-01-26 07:51:36 main:574] : INFO : Epoch 1725 | loss: 0.0311959 | val_loss: 0.0311938 | Time: 5850.58 ms [2022-01-26 07:51:41 main:574] : INFO : Epoch 1726 | loss: 0.0311945 | val_loss: 0.0311917 | Time: 5894.95 ms [2022-01-26 07:51:47 main:574] : INFO : Epoch 1727 | loss: 0.031193 | val_loss: 0.0311923 | Time: 5831.55 ms [2022-01-26 07:51:53 main:574] : INFO : Epoch 1728 | loss: 0.0311925 | val_loss: 0.0311917 | Time: 5694.55 ms [2022-01-26 07:51:58 main:574] : INFO : Epoch 1729 | loss: 0.0311924 | val_loss: 0.0311916 | Time: 5397.05 ms [2022-01-26 07:52:04 main:574] : INFO : Epoch 1730 | loss: 0.031192 | val_loss: 0.031194 | Time: 5465.75 ms [2022-01-26 07:52:09 main:574] : INFO : Epoch 1731 | loss: 0.0311936 | val_loss: 0.031193 | Time: 5429.81 ms [2022-01-26 07:52:15 main:574] : INFO : Epoch 1732 | loss: 0.0311955 | val_loss: 0.0311932 | Time: 5631.09 ms [2022-01-26 07:52:21 main:574] : INFO : Epoch 1733 | loss: 0.0311945 | val_loss: 0.0311943 | Time: 5713.24 ms [2022-01-26 07:52:26 main:574] : INFO : Epoch 1734 | loss: 0.0311932 | val_loss: 0.0311923 | Time: 5491.31 ms [2022-01-26 07:52:32 main:574] : INFO : Epoch 1735 | loss: 0.031192 | val_loss: 0.0311943 | Time: 5779.96 ms [2022-01-26 07:52:37 main:574] : INFO : Epoch 1736 | loss: 0.0311953 | val_loss: 0.031193 | Time: 5346.09 ms [2022-01-26 07:52:53 main:574] : INFO : Epoch 1737 | loss: 0.0311913 | val_loss: 0.0311906 | Time: 15661.4 ms [2022-01-26 07:52:59 main:574] : INFO : Epoch 1738 | loss: 0.0311911 | val_loss: 0.0311927 | Time: 5660.5 ms [2022-01-26 07:53:04 main:574] : INFO : Epoch 1739 | loss: 0.031192 | val_loss: 0.0311915 | Time: 5542.53 ms [2022-01-26 07:53:10 main:574] : INFO : Epoch 1740 | loss: 0.0311916 | val_loss: 0.0311911 | Time: 5838.6 ms [2022-01-26 07:53:16 main:574] : INFO : Epoch 1741 | loss: 0.0311932 | val_loss: 0.0311918 | Time: 5871.73 ms [2022-01-26 07:53:22 main:574] : INFO : Epoch 1742 | loss: 0.0311935 | val_loss: 0.0311966 | Time: 5654.85 ms [2022-01-26 07:53:28 main:574] : INFO : Epoch 1743 | loss: 0.0311924 | val_loss: 0.0311916 | Time: 5942.47 ms [2022-01-26 07:53:33 main:574] : INFO : Epoch 1744 | loss: 0.0311909 | val_loss: 0.0311899 | Time: 5791.54 ms [2022-01-26 07:53:39 main:574] : INFO : Epoch 1745 | loss: 0.0311903 | val_loss: 0.0311896 | Time: 5731.08 ms [2022-01-26 07:53:45 main:574] : INFO : Epoch 1746 | loss: 0.0311894 | val_loss: 0.0311894 | Time: 5481.1 ms [2022-01-26 07:53:50 main:574] : INFO : Epoch 1747 | loss: 0.0311895 | val_loss: 0.0311895 | Time: 5780.32 ms [2022-01-26 07:53:56 main:574] : INFO : Epoch 1748 | loss: 0.0311907 | val_loss: 0.0311941 | Time: 5817.88 ms [2022-01-26 07:54:02 main:574] : INFO : Epoch 1749 | loss: 0.0311915 | val_loss: 0.0311906 | Time: 5485.99 ms [2022-01-26 07:54:07 main:574] : INFO : Epoch 1750 | loss: 0.0311902 | val_loss: 0.0311899 | Time: 5615.69 ms [2022-01-26 07:54:13 main:574] : INFO : Epoch 1751 | loss: 0.03119 | val_loss: 0.031192 | Time: 5961.96 ms [2022-01-26 07:54:19 main:574] : INFO : Epoch 1752 | loss: 0.0311924 | val_loss: 0.0311922 | Time: 5620.74 ms [2022-01-26 07:54:25 main:574] : INFO : Epoch 1753 | loss: 0.0311913 | val_loss: 0.0311913 | Time: 6007.05 ms [2022-01-26 07:54:31 main:574] : INFO : Epoch 1754 | loss: 0.0311902 | val_loss: 0.0311908 | Time: 5656.52 ms [2022-01-26 07:54:36 main:574] : INFO : Epoch 1755 | loss: 0.0311897 | val_loss: 0.0311904 | Time: 5762.52 ms [2022-01-26 07:54:42 main:574] : INFO : Epoch 1756 | loss: 0.0311895 | val_loss: 0.0311896 | Time: 5829.76 ms [2022-01-26 07:54:48 main:574] : INFO : Epoch 1757 | loss: 0.0311891 | val_loss: 0.03119 | Time: 5717.57 ms [2022-01-26 07:54:54 main:574] : INFO : Epoch 1758 | loss: 0.0311891 | val_loss: 0.031194 | Time: 5734.64 ms [2022-01-26 07:54:59 main:574] : INFO : Epoch 1759 | loss: 0.0311898 | val_loss: 0.0311903 | Time: 5794.06 ms [2022-01-26 07:55:05 main:574] : INFO : Epoch 1760 | loss: 0.0311895 | val_loss: 0.0311906 | Time: 5724.98 ms [2022-01-26 07:55:11 main:574] : INFO : Epoch 1761 | loss: 0.031189 | val_loss: 0.0311916 | Time: 6300.53 ms [2022-01-26 07:55:17 main:574] : INFO : Epoch 1762 | loss: 0.0311888 | val_loss: 0.0311896 | Time: 5612.63 ms [2022-01-26 07:55:23 main:574] : INFO : Epoch 1763 | loss: 0.0311909 | val_loss: 0.0311909 | Time: 6149.26 ms [2022-01-26 07:55:29 main:574] : INFO : Epoch 1764 | loss: 0.031191 | val_loss: 0.0311904 | Time: 5678.13 ms [2022-01-26 07:55:34 main:574] : INFO : Epoch 1765 | loss: 0.0311884 | val_loss: 0.0311896 | Time: 5513.93 ms [2022-01-26 07:55:40 main:574] : INFO : Epoch 1766 | loss: 0.0311887 | val_loss: 0.0311901 | Time: 5705.2 ms [2022-01-26 07:55:46 main:574] : INFO : Epoch 1767 | loss: 0.0311885 | val_loss: 0.0311935 | Time: 5776.85 ms [2022-01-26 07:55:52 main:574] : INFO : Epoch 1768 | loss: 0.0311908 | val_loss: 0.0311917 | Time: 5675.16 ms [2022-01-26 07:55:57 main:574] : INFO : Epoch 1769 | loss: 0.0311881 | val_loss: 0.0311897 | Time: 5663.95 ms [2022-01-26 07:56:03 main:574] : INFO : Epoch 1770 | loss: 0.0311887 | val_loss: 0.0311909 | Time: 5770.97 ms [2022-01-26 07:56:09 main:574] : INFO : Epoch 1771 | loss: 0.0311881 | val_loss: 0.0311898 | Time: 5706.69 ms [2022-01-26 07:56:15 main:574] : INFO : Epoch 1772 | loss: 0.0311881 | val_loss: 0.0311906 | Time: 5843.48 ms [2022-01-26 07:56:21 main:574] : INFO : Epoch 1773 | loss: 0.0311884 | val_loss: 0.0311895 | Time: 6158.25 ms [2022-01-26 07:56:27 main:574] : INFO : Epoch 1774 | loss: 0.0311878 | val_loss: 0.0311898 | Time: 6446.27 ms [2022-01-26 07:56:33 main:574] : INFO : Epoch 1775 | loss: 0.0311897 | val_loss: 0.0311906 | Time: 6152.18 ms [2022-01-26 07:56:39 main:574] : INFO : Epoch 1776 | loss: 0.0311879 | val_loss: 0.0311902 | Time: 5817.24 ms [2022-01-26 07:56:55 main:574] : INFO : Epoch 1777 | loss: 0.0311882 | val_loss: 0.0311887 | Time: 15473.6 ms [2022-01-26 07:57:00 main:574] : INFO : Epoch 1778 | loss: 0.0311895 | val_loss: 0.0311895 | Time: 5672.05 ms [2022-01-26 07:57:06 main:574] : INFO : Epoch 1779 | loss: 0.0311895 | val_loss: 0.0311902 | Time: 5821.24 ms [2022-01-26 07:57:12 main:574] : INFO : Epoch 1780 | loss: 0.0311896 | val_loss: 0.0311907 | Time: 5882.74 ms [2022-01-26 07:57:17 main:574] : INFO : Epoch 1781 | loss: 0.0311879 | val_loss: 0.0311891 | Time: 5343.23 ms [2022-01-26 07:57:23 main:574] : INFO : Epoch 1782 | loss: 0.0311896 | val_loss: 0.0311927 | Time: 5481.75 ms [2022-01-26 07:57:28 main:574] : INFO : Epoch 1783 | loss: 0.0311909 | val_loss: 0.0311894 | Time: 5262.95 ms [2022-01-26 07:57:34 main:574] : INFO : Epoch 1784 | loss: 0.0311884 | val_loss: 0.03119 | Time: 5743.57 ms [2022-01-26 07:57:40 main:574] : INFO : Epoch 1785 | loss: 0.0311871 | val_loss: 0.0311884 | Time: 5684.71 ms [2022-01-26 07:57:45 main:574] : INFO : Epoch 1786 | loss: 0.0311869 | val_loss: 0.0311884 | Time: 5813.4 ms [2022-01-26 07:57:51 main:574] : INFO : Epoch 1787 | loss: 0.0311871 | val_loss: 0.0311895 | Time: 5728.6 ms [2022-01-26 07:57:57 main:574] : INFO : Epoch 1788 | loss: 0.0311868 | val_loss: 0.0311918 | Time: 5397.99 ms [2022-01-26 07:58:02 main:574] : INFO : Epoch 1789 | loss: 0.0311874 | val_loss: 0.0311894 | Time: 5754.98 ms [2022-01-26 07:58:08 main:574] : INFO : Epoch 1790 | loss: 0.0311867 | val_loss: 0.0311913 | Time: 5866.54 ms [2022-01-26 07:58:14 main:574] : INFO : Epoch 1791 | loss: 0.0311875 | val_loss: 0.0311902 | Time: 5636.11 ms [2022-01-26 07:58:20 main:574] : INFO : Epoch 1792 | loss: 0.0311869 | val_loss: 0.0311933 | Time: 5875.24 ms [2022-01-26 07:58:25 main:574] : INFO : Epoch 1793 | loss: 0.0311883 | val_loss: 0.0311894 | Time: 5687.93 ms [2022-01-26 07:58:31 main:574] : INFO : Epoch 1794 | loss: 0.0311867 | val_loss: 0.0311911 | Time: 5508.05 ms [2022-01-26 07:58:36 main:574] : INFO : Epoch 1795 | loss: 0.0311869 | val_loss: 0.0311905 | Time: 5533.74 ms [2022-01-26 07:58:42 main:574] : INFO : Epoch 1796 | loss: 0.0311873 | val_loss: 0.0311904 | Time: 5626.34 ms [2022-01-26 07:58:58 main:574] : INFO : Epoch 1797 | loss: 0.0311875 | val_loss: 0.031189 | Time: 15792.9 ms [2022-01-26 07:59:04 main:574] : INFO : Epoch 1798 | loss: 0.0311901 | val_loss: 0.0311948 | Time: 5613.38 ms [2022-01-26 07:59:09 main:574] : INFO : Epoch 1799 | loss: 0.0311884 | val_loss: 0.0311897 | Time: 5703.36 ms [2022-01-26 07:59:16 main:574] : INFO : Epoch 1800 | loss: 0.0311864 | val_loss: 0.0311903 | Time: 6277.6 ms [2022-01-26 07:59:21 main:574] : INFO : Epoch 1801 | loss: 0.0311863 | val_loss: 0.0311888 | Time: 5812.59 ms [2022-01-26 07:59:27 main:574] : INFO : Epoch 1802 | loss: 0.031186 | val_loss: 0.0311897 | Time: 5830.79 ms [2022-01-26 07:59:33 main:574] : INFO : Epoch 1803 | loss: 0.0311862 | val_loss: 0.0311895 | Time: 5323.02 ms [2022-01-26 07:59:47 main:574] : INFO : Epoch 1804 | loss: 0.0311865 | val_loss: 0.0311893 | Time: 14484 ms [2022-01-26 07:59:51 main:574] : INFO : Epoch 1805 | loss: 0.0311859 | val_loss: 0.0311902 | Time: 3933.97 ms [2022-01-26 07:59:55 main:574] : INFO : Epoch 1806 | loss: 0.0311879 | val_loss: 0.031196 | Time: 4261.93 ms [2022-01-26 08:00:01 main:574] : INFO : Epoch 1807 | loss: 0.0311872 | val_loss: 0.0311914 | Time: 5302.52 ms [2022-01-26 08:00:06 main:574] : INFO : Epoch 1808 | loss: 0.0311868 | val_loss: 0.0311892 | Time: 5056.62 ms [2022-01-26 08:00:11 main:574] : INFO : Epoch 1809 | loss: 0.031187 | val_loss: 0.0311889 | Time: 5371.61 ms [2022-01-26 08:00:16 main:574] : INFO : Epoch 1810 | loss: 0.0311881 | val_loss: 0.0311894 | Time: 5133.44 ms [2022-01-26 08:00:21 main:574] : INFO : Epoch 1811 | loss: 0.0311864 | val_loss: 0.0311887 | Time: 5227.6 ms [2022-01-26 08:00:27 main:574] : INFO : Epoch 1812 | loss: 0.0311864 | val_loss: 0.0311893 | Time: 5480.33 ms [2022-01-26 08:00:32 main:574] : INFO : Epoch 1813 | loss: 0.0311863 | val_loss: 0.0311888 | Time: 5445.53 ms [2022-01-26 08:00:38 main:574] : INFO : Epoch 1814 | loss: 0.0311866 | val_loss: 0.0311891 | Time: 5771.06 ms [2022-01-26 08:00:54 main:574] : INFO : Epoch 1815 | loss: 0.0311856 | val_loss: 0.0311884 | Time: 16042.2 ms [2022-01-26 08:01:00 main:574] : INFO : Epoch 1816 | loss: 0.0311859 | val_loss: 0.0311885 | Time: 6287.9 ms [2022-01-26 08:01:06 main:574] : INFO : Epoch 1817 | loss: 0.0311863 | val_loss: 0.0311891 | Time: 6038.75 ms [2022-01-26 08:01:13 main:574] : INFO : Epoch 1818 | loss: 0.0311868 | val_loss: 0.0311892 | Time: 6076.43 ms [2022-01-26 08:01:19 main:574] : INFO : Epoch 1819 | loss: 0.0311862 | val_loss: 0.0311884 | Time: 6147.16 ms [2022-01-26 08:01:25 main:574] : INFO : Epoch 1820 | loss: 0.0311856 | val_loss: 0.031189 | Time: 5840.96 ms [2022-01-26 08:01:31 main:574] : INFO : Epoch 1821 | loss: 0.0311854 | val_loss: 0.0311893 | Time: 6009.32 ms [2022-01-26 08:01:37 main:574] : INFO : Epoch 1822 | loss: 0.0311853 | val_loss: 0.031188 | Time: 6141.5 ms [2022-01-26 08:01:42 main:574] : INFO : Epoch 1823 | loss: 0.031186 | val_loss: 0.0311879 | Time: 5770.58 ms [2022-01-26 08:01:49 main:574] : INFO : Epoch 1824 | loss: 0.0311856 | val_loss: 0.0311949 | Time: 6024.36 ms [2022-01-26 08:01:55 main:574] : INFO : Epoch 1825 | loss: 0.0311891 | val_loss: 0.0311885 | Time: 6079.39 ms [2022-01-26 08:02:00 main:574] : INFO : Epoch 1826 | loss: 0.0311863 | val_loss: 0.0311886 | Time: 5771.76 ms [2022-01-26 08:02:06 main:574] : INFO : Epoch 1827 | loss: 0.0311874 | val_loss: 0.031188 | Time: 5650.59 ms [2022-01-26 08:02:12 main:574] : INFO : Epoch 1828 | loss: 0.0311867 | val_loss: 0.0311882 | Time: 5846.78 ms [2022-01-26 08:02:17 main:574] : INFO : Epoch 1829 | loss: 0.0311857 | val_loss: 0.0311898 | Time: 5525.96 ms [2022-01-26 08:02:23 main:574] : INFO : Epoch 1830 | loss: 0.0311868 | val_loss: 0.0311909 | Time: 5524.48 ms [2022-01-26 08:02:29 main:574] : INFO : Epoch 1831 | loss: 0.0311858 | val_loss: 0.03119 | Time: 5525.46 ms [2022-01-26 08:02:34 main:574] : INFO : Epoch 1832 | loss: 0.0311874 | val_loss: 0.0311888 | Time: 5820.92 ms [2022-01-26 08:02:40 main:574] : INFO : Epoch 1833 | loss: 0.0311893 | val_loss: 0.0311942 | Time: 5668.97 ms [2022-01-26 08:02:55 main:574] : INFO : Epoch 1834 | loss: 0.0311907 | val_loss: 0.0311998 | Time: 15487.5 ms [2022-01-26 08:03:01 main:574] : INFO : Epoch 1835 | loss: 0.0311924 | val_loss: 0.031194 | Time: 5774.61 ms [2022-01-26 08:03:07 main:574] : INFO : Epoch 1836 | loss: 0.0311925 | val_loss: 0.0311918 | Time: 5456.55 ms [2022-01-26 08:03:11 main:574] : INFO : Epoch 1837 | loss: 0.0311875 | val_loss: 0.031189 | Time: 3984.58 ms [2022-01-26 08:03:15 main:574] : INFO : Epoch 1838 | loss: 0.0311886 | val_loss: 0.0311899 | Time: 4736.93 ms [2022-01-26 08:03:21 main:574] : INFO : Epoch 1839 | loss: 0.0311878 | val_loss: 0.0311907 | Time: 5951.32 ms [2022-01-26 08:03:28 main:574] : INFO : Epoch 1840 | loss: 0.0311889 | val_loss: 0.0311935 | Time: 6325.76 ms [2022-01-26 08:03:36 main:574] : INFO : Epoch 1841 | loss: 0.0311865 | val_loss: 0.031189 | Time: 8641.33 ms [2022-01-26 08:03:49 main:574] : INFO : Epoch 1842 | loss: 0.0311866 | val_loss: 0.0311898 | Time: 12702.4 ms [2022-01-26 08:04:01 main:574] : INFO : Epoch 1843 | loss: 0.0311865 | val_loss: 0.0311888 | Time: 11542.9 ms [2022-01-26 08:04:12 main:574] : INFO : Epoch 1844 | loss: 0.0311862 | val_loss: 0.031194 | Time: 11689.8 ms [2022-01-26 08:04:26 main:574] : INFO : Epoch 1845 | loss: 0.0311859 | val_loss: 0.0311881 | Time: 13488.3 ms [2022-01-26 08:04:39 main:574] : INFO : Epoch 1846 | loss: 0.0311851 | val_loss: 0.0311887 | Time: 13468.9 ms [2022-01-26 08:04:53 main:574] : INFO : Epoch 1847 | loss: 0.0311855 | val_loss: 0.0311877 | Time: 13394.8 ms [2022-01-26 08:05:07 main:574] : INFO : Epoch 1848 | loss: 0.0311861 | val_loss: 0.0311925 | Time: 13961.4 ms [2022-01-26 08:05:21 main:574] : INFO : Epoch 1849 | loss: 0.0311865 | val_loss: 0.0311877 | Time: 13838.5 ms [2022-01-26 08:05:45 main:574] : INFO : Epoch 1850 | loss: 0.0311863 | val_loss: 0.0311882 | Time: 23957.1 ms [2022-01-26 08:05:58 main:574] : INFO : Epoch 1851 | loss: 0.0311878 | val_loss: 0.0311893 | Time: 12947.5 ms [2022-01-26 08:06:11 main:574] : INFO : Epoch 1852 | loss: 0.0311869 | val_loss: 0.0311882 | Time: 13332.4 ms [2022-01-26 08:06:24 main:574] : INFO : Epoch 1853 | loss: 0.0311848 | val_loss: 0.0311872 | Time: 13533.7 ms [2022-01-26 08:06:38 main:574] : INFO : Epoch 1854 | loss: 0.0311857 | val_loss: 0.0311895 | Time: 13201.4 ms [2022-01-26 08:07:00 main:574] : INFO : Epoch 1855 | loss: 0.0311896 | val_loss: 0.0311953 | Time: 21877.6 ms [2022-01-26 08:07:09 main:574] : INFO : Epoch 1856 | loss: 0.0311905 | val_loss: 0.0311881 | Time: 8957.59 ms [2022-01-26 08:07:19 main:574] : INFO : Epoch 1857 | loss: 0.0311853 | val_loss: 0.0311873 | Time: 10610.2 ms [2022-01-26 08:07:30 main:574] : INFO : Epoch 1858 | loss: 0.0311842 | val_loss: 0.0311863 | Time: 11322.5 ms [2022-01-26 08:07:43 main:574] : INFO : Epoch 1859 | loss: 0.0311841 | val_loss: 0.0311876 | Time: 12655.5 ms [2022-01-26 08:07:56 main:574] : INFO : Epoch 1860 | loss: 0.0311841 | val_loss: 0.0311868 | Time: 12794.8 ms [2022-01-26 08:08:09 main:574] : INFO : Epoch 1861 | loss: 0.0311834 | val_loss: 0.0311872 | Time: 12682.3 ms [2022-01-26 08:08:23 main:574] : INFO : Epoch 1862 | loss: 0.0311844 | val_loss: 0.031187 | Time: 13994.9 ms [2022-01-26 08:08:46 main:574] : INFO : Epoch 1863 | loss: 0.0311853 | val_loss: 0.0311887 | Time: 23606.3 ms [2022-01-26 08:09:00 main:574] : INFO : Epoch 1864 | loss: 0.0311853 | val_loss: 0.0311863 | Time: 13993.1 ms [2022-01-26 08:09:14 main:574] : INFO : Epoch 1865 | loss: 0.0311868 | val_loss: 0.0311868 | Time: 13635.9 ms [2022-01-26 08:09:27 main:574] : INFO : Epoch 1866 | loss: 0.0311836 | val_loss: 0.0311863 | Time: 13270.4 ms [2022-01-26 08:09:41 main:574] : INFO : Epoch 1867 | loss: 0.0311827 | val_loss: 0.0311885 | Time: 13413.2 ms [2022-01-26 08:09:54 main:574] : INFO : Epoch 1868 | loss: 0.0311832 | val_loss: 0.0311867 | Time: 13400.9 ms [2022-01-26 08:10:07 main:574] : INFO : Epoch 1869 | loss: 0.0311833 | val_loss: 0.0311874 | Time: 13270.2 ms [2022-01-26 08:10:21 main:574] : INFO : Epoch 1870 | loss: 0.0311831 | val_loss: 0.0311859 | Time: 13703.9 ms [2022-01-26 08:10:35 main:574] : INFO : Epoch 1871 | loss: 0.0311836 | val_loss: 0.0311904 | Time: 14321.1 ms [2022-01-26 08:10:59 main:574] : INFO : Epoch 1872 | loss: 0.031184 | val_loss: 0.0311876 | Time: 23938.4 ms [2022-01-26 08:11:12 main:574] : INFO : Epoch 1873 | loss: 0.0311848 | val_loss: 0.0311888 | Time: 12159.7 ms [2022-01-26 08:11:21 main:574] : INFO : Epoch 1874 | loss: 0.0311846 | val_loss: 0.0311895 | Time: 9294.32 ms [2022-01-26 08:11:32 main:574] : INFO : Epoch 1875 | loss: 0.0311863 | val_loss: 0.0311894 | Time: 11543.5 ms [2022-01-26 08:11:45 main:574] : INFO : Epoch 1876 | loss: 0.0311871 | val_loss: 0.0311888 | Time: 13084.5 ms [2022-01-26 08:11:57 main:574] : INFO : Epoch 1877 | loss: 0.0311856 | val_loss: 0.0311877 | Time: 11652.5 ms [2022-01-26 08:12:09 main:574] : INFO : Epoch 1878 | loss: 0.0311865 | val_loss: 0.0311899 | Time: 11414.6 ms [2022-01-26 08:12:21 main:574] : INFO : Epoch 1879 | loss: 0.0311864 | val_loss: 0.0311888 | Time: 12428.4 ms [2022-01-26 08:12:34 main:574] : INFO : Epoch 1880 | loss: 0.0311856 | val_loss: 0.0311891 | Time: 13092.2 ms [2022-01-26 08:12:57 main:574] : INFO : Epoch 1881 | loss: 0.0311851 | val_loss: 0.0311902 | Time: 23323.7 ms [2022-01-26 08:13:11 main:574] : INFO : Epoch 1882 | loss: 0.0311836 | val_loss: 0.0311886 | Time: 13808.5 ms [2022-01-26 08:13:25 main:574] : INFO : Epoch 1883 | loss: 0.0311856 | val_loss: 0.0311889 | Time: 13613.6 ms [2022-01-26 08:13:38 main:574] : INFO : Epoch 1884 | loss: 0.0311833 | val_loss: 0.0311887 | Time: 13385.2 ms [2022-01-26 08:14:01 main:574] : INFO : Epoch 1885 | loss: 0.0311841 | val_loss: 0.0311894 | Time: 23244 ms [2022-01-26 08:14:11 main:574] : INFO : Epoch 1886 | loss: 0.0311844 | val_loss: 0.031189 | Time: 9392.51 ms [2022-01-26 08:14:21 main:574] : INFO : Epoch 1887 | loss: 0.0311845 | val_loss: 0.0311998 | Time: 10397.4 ms [2022-01-26 08:14:32 main:574] : INFO : Epoch 1888 | loss: 0.0311865 | val_loss: 0.0311883 | Time: 10675.4 ms [2022-01-26 08:14:44 main:574] : INFO : Epoch 1889 | loss: 0.031184 | val_loss: 0.0311892 | Time: 12087.4 ms [2022-01-26 08:14:58 main:574] : INFO : Epoch 1890 | loss: 0.0311833 | val_loss: 0.0311884 | Time: 13860.7 ms [2022-01-26 08:15:11 main:574] : INFO : Epoch 1891 | loss: 0.031183 | val_loss: 0.0311896 | Time: 13334.7 ms [2022-01-26 08:15:25 main:574] : INFO : Epoch 1892 | loss: 0.0311842 | val_loss: 0.0311896 | Time: 13854.7 ms [2022-01-26 08:15:39 main:574] : INFO : Epoch 1893 | loss: 0.0311833 | val_loss: 0.0311898 | Time: 13996.3 ms [2022-01-26 08:15:53 main:574] : INFO : Epoch 1894 | loss: 0.0311826 | val_loss: 0.0311886 | Time: 13767 ms [2022-01-26 08:16:07 main:574] : INFO : Epoch 1895 | loss: 0.0311833 | val_loss: 0.0311892 | Time: 13609.2 ms [2022-01-26 08:16:20 main:574] : INFO : Epoch 1896 | loss: 0.0311824 | val_loss: 0.0311902 | Time: 13801.5 ms [2022-01-26 08:16:34 main:574] : INFO : Epoch 1897 | loss: 0.0311827 | val_loss: 0.031189 | Time: 13767.1 ms [2022-01-26 08:16:47 main:574] : INFO : Epoch 1898 | loss: 0.0311888 | val_loss: 0.0311911 | Time: 13233.5 ms [2022-01-26 08:17:01 main:574] : INFO : Epoch 1899 | loss: 0.031192 | val_loss: 0.0311921 | Time: 13554.1 ms [2022-01-26 08:17:15 main:574] : INFO : Epoch 1900 | loss: 0.0311924 | val_loss: 0.031198 | Time: 13517.9 ms [2022-01-26 08:17:28 main:574] : INFO : Epoch 1901 | loss: 0.0311914 | val_loss: 0.0311922 | Time: 13704.9 ms [2022-01-26 08:17:52 main:574] : INFO : Epoch 1902 | loss: 0.0311909 | val_loss: 0.0311909 | Time: 23936.3 ms [2022-01-26 08:18:06 main:574] : INFO : Epoch 1903 | loss: 0.0311899 | val_loss: 0.031194 | Time: 14115.9 ms [2022-01-26 08:18:20 main:574] : INFO : Epoch 1904 | loss: 0.0311895 | val_loss: 0.0311902 | Time: 13382.2 ms [2022-01-26 08:18:33 main:574] : INFO : Epoch 1905 | loss: 0.0311883 | val_loss: 0.0311897 | Time: 13562.3 ms [2022-01-26 08:18:46 main:574] : INFO : Epoch 1906 | loss: 0.0311896 | val_loss: 0.0311936 | Time: 12595.3 ms [2022-01-26 08:19:06 main:574] : INFO : Epoch 1907 | loss: 0.0311894 | val_loss: 0.0311914 | Time: 20426.7 ms [2022-01-26 08:19:15 main:574] : INFO : Epoch 1908 | loss: 0.0311895 | val_loss: 0.0311912 | Time: 8656.27 ms [2022-01-26 08:19:26 main:574] : INFO : Epoch 1909 | loss: 0.0311877 | val_loss: 0.0311884 | Time: 11180.8 ms [2022-01-26 08:19:47 main:574] : INFO : Epoch 1910 | loss: 0.0311869 | val_loss: 0.0311889 | Time: 21102.3 ms [2022-01-26 08:19:56 main:574] : INFO : Epoch 1911 | loss: 0.0311879 | val_loss: 0.0311885 | Time: 8268.14 ms [2022-01-26 08:20:06 main:574] : INFO : Epoch 1912 | loss: 0.0311878 | val_loss: 0.0311882 | Time: 10773 ms [2022-01-26 08:20:19 main:574] : INFO : Epoch 1913 | loss: 0.0311868 | val_loss: 0.0311895 | Time: 12152.9 ms [2022-01-26 08:20:31 main:574] : INFO : Epoch 1914 | loss: 0.0311864 | val_loss: 0.0311875 | Time: 12106.1 ms [2022-01-26 08:20:44 main:574] : INFO : Epoch 1915 | loss: 0.0311863 | val_loss: 0.0311882 | Time: 13767.2 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce MX350) [2022-01-26 09:23:34 main:435] : INFO : Set logging level to 1 [2022-01-26 09:23:34 main:441] : INFO : Running in BOINC Client mode [2022-01-26 09:23:34 main:444] : INFO : Resolving all filenames [2022-01-26 09:23:34 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-01-26 09:23:34 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-01-26 09:23:34 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-01-26 09:23:34 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-01-26 09:23:34 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-01-26 09:23:34 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-01-26 09:23:34 main:474] : INFO : Configuration: [2022-01-26 09:23:34 main:475] : INFO : Model type: GRU [2022-01-26 09:23:34 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-01-26 09:23:34 main:477] : INFO : Max Epochs: 2048 [2022-01-26 09:23:34 main:478] : INFO : Batch Size: 128 [2022-01-26 09:23:34 main:479] : INFO : Learning Rate: 0.01 [2022-01-26 09:23:34 main:480] : INFO : Patience: 10 [2022-01-26 09:23:34 main:481] : INFO : Hidden Width: 12 [2022-01-26 09:23:34 main:482] : INFO : # Recurrent Layers: 4 [2022-01-26 09:23:34 main:483] : INFO : # Backend Layers: 4 [2022-01-26 09:23:34 main:484] : INFO : # Threads: 1 [2022-01-26 09:23:34 main:486] : INFO : Preparing Dataset [2022-01-26 09:23:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-01-26 09:23:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-01-26 09:23:38 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-01-26 09:23:38 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-01-26 09:23:38 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-01-26 09:23:38 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-01-26 09:23:38 main:494] : INFO : Creating Model [2022-01-26 09:23:38 main:507] : INFO : Preparing config file [2022-01-26 09:23:38 main:511] : INFO : Found checkpoint, attempting to load... [2022-01-26 09:23:38 main:512] : INFO : Loading config [2022-01-26 09:23:38 main:514] : INFO : Loading state [2022-01-26 09:23:40 main:559] : INFO : Loading DataLoader into Memory [2022-01-26 09:23:40 main:562] : INFO : Starting Training [2022-01-26 09:23:57 main:574] : INFO : Epoch 1914 | loss: 0.0312225 | val_loss: 0.0311987 | Time: 17407.5 ms [2022-01-26 09:24:03 main:574] : INFO : Epoch 1915 | loss: 0.0311903 | val_loss: 0.0311904 | Time: 6179.25 ms [2022-01-26 09:24:10 main:574] : INFO : Epoch 1916 | loss: 0.0311866 | val_loss: 0.0311853 | Time: 6070.11 ms [2022-01-26 09:24:15 main:574] : INFO : Epoch 1917 | loss: 0.0311849 | val_loss: 0.0311859 | Time: 5823.81 ms [2022-01-26 09:24:21 main:574] : INFO : Epoch 1918 | loss: 0.0311855 | val_loss: 0.0311877 | Time: 5969.92 ms [2022-01-26 09:24:27 main:574] : INFO : Epoch 1919 | loss: 0.0311862 | val_loss: 0.0311869 | Time: 5738.69 ms [2022-01-26 09:24:33 main:574] : INFO : Epoch 1920 | loss: 0.031185 | val_loss: 0.0311892 | Time: 5720.09 ms [2022-01-26 09:24:39 main:574] : INFO : Epoch 1921 | loss: 0.031186 | val_loss: 0.0311848 | Time: 5923.98 ms [2022-01-26 09:24:44 main:574] : INFO : Epoch 1922 | loss: 0.0311841 | val_loss: 0.0311847 | Time: 5650.65 ms [2022-01-26 09:24:50 main:574] : INFO : Epoch 1923 | loss: 0.0311852 | val_loss: 0.0311852 | Time: 5629.53 ms [2022-01-26 09:24:56 main:574] : INFO : Epoch 1924 | loss: 0.0311853 | val_loss: 0.0311859 | Time: 5532.07 ms [2022-01-26 09:25:01 main:574] : INFO : Epoch 1925 | loss: 0.0311842 | val_loss: 0.0311839 | Time: 5887.75 ms [2022-01-26 09:25:07 main:574] : INFO : Epoch 1926 | loss: 0.031183 | val_loss: 0.0311837 | Time: 5715.18 ms [2022-01-26 09:25:13 main:574] : INFO : Epoch 1927 | loss: 0.0311833 | val_loss: 0.0311859 | Time: 5956.49 ms [2022-01-26 09:25:19 main:574] : INFO : Epoch 1928 | loss: 0.0311831 | val_loss: 0.031185 | Time: 5894.17 ms [2022-01-26 09:25:35 main:574] : INFO : Epoch 1929 | loss: 0.0311845 | val_loss: 0.0311833 | Time: 15665.9 ms [2022-01-26 09:25:41 main:574] : INFO : Epoch 1930 | loss: 0.0311843 | val_loss: 0.0311854 | Time: 5892.8 ms [2022-01-26 09:25:47 main:574] : INFO : Epoch 1931 | loss: 0.0311843 | val_loss: 0.0311845 | Time: 6074.1 ms [2022-01-26 09:25:53 main:574] : INFO : Epoch 1932 | loss: 0.0311824 | val_loss: 0.0311831 | Time: 5846.24 ms [2022-01-26 09:25:58 main:574] : INFO : Epoch 1933 | loss: 0.0311833 | val_loss: 0.0311844 | Time: 5680.76 ms [2022-01-26 09:26:04 main:574] : INFO : Epoch 1934 | loss: 0.0311853 | val_loss: 0.0311849 | Time: 6248.68 ms [2022-01-26 09:26:11 main:574] : INFO : Epoch 1935 | loss: 0.0311824 | val_loss: 0.0311831 | Time: 6281.31 ms [2022-01-26 09:26:27 main:574] : INFO : Epoch 1936 | loss: 0.0311822 | val_loss: 0.0311825 | Time: 15807.5 ms [2022-01-26 09:26:32 main:574] : INFO : Epoch 1937 | loss: 0.0311823 | val_loss: 0.0311841 | Time: 5664.34 ms [2022-01-26 09:26:38 main:574] : INFO : Epoch 1938 | loss: 0.031182 | val_loss: 0.0311878 | Time: 5874.85 ms [2022-01-26 09:26:44 main:574] : INFO : Epoch 1939 | loss: 0.0311817 | val_loss: 0.0311838 | Time: 5645.64 ms [2022-01-26 09:26:50 main:574] : INFO : Epoch 1940 | loss: 0.0311842 | val_loss: 0.0311895 | Time: 5955.05 ms [2022-01-26 09:26:56 main:574] : INFO : Epoch 1941 | loss: 0.0311873 | val_loss: 0.0311847 | Time: 6117.1 ms [2022-01-26 09:27:02 main:574] : INFO : Epoch 1942 | loss: 0.0311834 | val_loss: 0.0311829 | Time: 5978.76 ms [2022-01-26 09:27:08 main:574] : INFO : Epoch 1943 | loss: 0.0311823 | val_loss: 0.031187 | Time: 5872.04 ms [2022-01-26 09:27:14 main:574] : INFO : Epoch 1944 | loss: 0.0311833 | val_loss: 0.031182 | Time: 6035.7 ms [2022-01-26 09:27:19 main:574] : INFO : Epoch 1945 | loss: 0.0311826 | val_loss: 0.0311833 | Time: 5590.73 ms [2022-01-26 09:27:25 main:574] : INFO : Epoch 1946 | loss: 0.0311843 | val_loss: 0.0311841 | Time: 5844.55 ms [2022-01-26 09:27:31 main:574] : INFO : Epoch 1947 | loss: 0.0311814 | val_loss: 0.0311818 | Time: 5832.32 ms [2022-01-26 09:27:37 main:574] : INFO : Epoch 1948 | loss: 0.0311809 | val_loss: 0.0311812 | Time: 5608.44 ms [2022-01-26 09:27:42 main:574] : INFO : Epoch 1949 | loss: 0.0311803 | val_loss: 0.0311809 | Time: 5725.2 ms [2022-01-26 09:27:48 main:574] : INFO : Epoch 1950 | loss: 0.0311799 | val_loss: 0.0311802 | Time: 5762.93 ms [2022-01-26 09:27:54 main:574] : INFO : Epoch 1951 | loss: 0.0311803 | val_loss: 0.0311811 | Time: 5785.54 ms [2022-01-26 09:28:00 main:574] : INFO : Epoch 1952 | loss: 0.0311811 | val_loss: 0.0311835 | Time: 5775.03 ms [2022-01-26 09:28:06 main:574] : INFO : Epoch 1953 | loss: 0.0311825 | val_loss: 0.0311829 | Time: 5973.66 ms [2022-01-26 09:28:11 main:574] : INFO : Epoch 1954 | loss: 0.0311796 | val_loss: 0.0311815 | Time: 5664.23 ms [2022-01-26 09:28:18 main:574] : INFO : Epoch 1955 | loss: 0.0311806 | val_loss: 0.0311809 | Time: 6126.62 ms [2022-01-26 09:28:24 main:574] : INFO : Epoch 1956 | loss: 0.0311795 | val_loss: 0.0311815 | Time: 6063.06 ms [2022-01-26 09:28:30 main:574] : INFO : Epoch 1957 | loss: 0.0311791 | val_loss: 0.0311837 | Time: 6039.67 ms [2022-01-26 09:28:36 main:574] : INFO : Epoch 1958 | loss: 0.0311802 | val_loss: 0.0311807 | Time: 6327.95 ms [2022-01-26 09:28:42 main:574] : INFO : Epoch 1959 | loss: 0.0311785 | val_loss: 0.0311804 | Time: 5725.18 ms [2022-01-26 09:28:47 main:574] : INFO : Epoch 1960 | loss: 0.0311786 | val_loss: 0.0311814 | Time: 5748.36 ms [2022-01-26 09:28:53 main:574] : INFO : Epoch 1961 | loss: 0.0311794 | val_loss: 0.0311802 | Time: 5887.9 ms [2022-01-26 09:28:59 main:574] : INFO : Epoch 1962 | loss: 0.0311789 | val_loss: 0.031179 | Time: 5841.8 ms [2022-01-26 09:29:05 main:574] : INFO : Epoch 1963 | loss: 0.0311785 | val_loss: 0.0311803 | Time: 5758.24 ms [2022-01-26 09:29:11 main:574] : INFO : Epoch 1964 | loss: 0.0311784 | val_loss: 0.0311798 | Time: 5530.28 ms [2022-01-26 09:29:17 main:574] : INFO : Epoch 1965 | loss: 0.0311778 | val_loss: 0.0311801 | Time: 6021.31 ms [2022-01-26 09:29:23 main:574] : INFO : Epoch 1966 | loss: 0.031179 | val_loss: 0.0311791 | Time: 6132.11 ms [2022-01-26 09:29:39 main:574] : INFO : Epoch 1967 | loss: 0.0311805 | val_loss: 0.0311837 | Time: 15881.7 ms [2022-01-26 09:29:44 main:574] : INFO : Epoch 1968 | loss: 0.0311771 | val_loss: 0.0311812 | Time: 5813.49 ms [2022-01-26 09:29:50 main:574] : INFO : Epoch 1969 | loss: 0.0311779 | val_loss: 0.0311796 | Time: 5926.83 ms [2022-01-26 09:29:56 main:574] : INFO : Epoch 1970 | loss: 0.0311798 | val_loss: 0.0311835 | Time: 6056.68 ms [2022-01-26 09:30:02 main:574] : INFO : Epoch 1971 | loss: 0.0311794 | val_loss: 0.0311823 | Time: 5948.49 ms [2022-01-26 09:30:08 main:574] : INFO : Epoch 1972 | loss: 0.0311769 | val_loss: 0.0311819 | Time: 5996.31 ms [2022-01-26 09:30:14 main:574] : INFO : Epoch 1973 | loss: 0.0311771 | val_loss: 0.0311804 | Time: 5730.88 ms [2022-01-26 09:30:20 main:574] : INFO : Epoch 1974 | loss: 0.0311783 | val_loss: 0.0311807 | Time: 6047.73 ms [2022-01-26 09:30:26 main:574] : INFO : Epoch 1975 | loss: 0.0311783 | val_loss: 0.0311842 | Time: 5623.91 ms [2022-01-26 09:30:32 main:574] : INFO : Epoch 1976 | loss: 0.0311794 | val_loss: 0.0311794 | Time: 5747.88 ms [2022-01-26 09:30:37 main:574] : INFO : Epoch 1977 | loss: 0.0311794 | val_loss: 0.0311791 | Time: 5916.6 ms [2022-01-26 09:30:43 main:574] : INFO : Epoch 1978 | loss: 0.031177 | val_loss: 0.0311794 | Time: 5903.88 ms [2022-01-26 09:30:49 main:574] : INFO : Epoch 1979 | loss: 0.031177 | val_loss: 0.0311793 | Time: 5768.68 ms [2022-01-26 09:30:55 main:574] : INFO : Epoch 1980 | loss: 0.0311762 | val_loss: 0.0311793 | Time: 5774.84 ms [2022-01-26 09:31:01 main:574] : INFO : Epoch 1981 | loss: 0.0311768 | val_loss: 0.0311788 | Time: 5789.59 ms [2022-01-26 09:31:07 main:574] : INFO : Epoch 1982 | loss: 0.031176 | val_loss: 0.031179 | Time: 5935.3 ms [2022-01-26 09:31:12 main:574] : INFO : Epoch 1983 | loss: 0.0311754 | val_loss: 0.0311794 | Time: 5752.31 ms [2022-01-26 09:31:18 main:574] : INFO : Epoch 1984 | loss: 0.0311758 | val_loss: 0.031178 | Time: 6089.6 ms [2022-01-26 09:31:34 main:574] : INFO : Epoch 1985 | loss: 0.0311776 | val_loss: 0.0311816 | Time: 15764.7 ms [2022-01-26 09:31:40 main:574] : INFO : Epoch 1986 | loss: 0.0311823 | val_loss: 0.0312079 | Time: 5917.99 ms [2022-01-26 09:31:46 main:574] : INFO : Epoch 1987 | loss: 0.0311915 | val_loss: 0.0311913 | Time: 5982.19 ms [2022-01-26 09:31:52 main:574] : INFO : Epoch 1988 | loss: 0.0311879 | val_loss: 0.031187 | Time: 5920.09 ms [2022-01-26 09:31:58 main:574] : INFO : Epoch 1989 | loss: 0.0311857 | val_loss: 0.0311844 | Time: 5563.87 ms [2022-01-26 09:32:04 main:574] : INFO : Epoch 1990 | loss: 0.0311862 | val_loss: 0.0311838 | Time: 5894.22 ms [2022-01-26 09:32:09 main:574] : INFO : Epoch 1991 | loss: 0.0311845 | val_loss: 0.0311908 | Time: 5930.66 ms [2022-01-26 09:32:15 main:574] : INFO : Epoch 1992 | loss: 0.0311855 | val_loss: 0.0311836 | Time: 5814.08 ms [2022-01-26 09:32:21 main:574] : INFO : Epoch 1993 | loss: 0.0311825 | val_loss: 0.0311831 | Time: 6073.1 ms [2022-01-26 09:32:27 main:574] : INFO : Epoch 1994 | loss: 0.0311809 | val_loss: 0.031182 | Time: 5774.97 ms [2022-01-26 09:32:33 main:574] : INFO : Epoch 1995 | loss: 0.0311805 | val_loss: 0.0311822 | Time: 5942.28 ms [2022-01-26 09:32:39 main:574] : INFO : Epoch 1996 | loss: 0.031181 | val_loss: 0.0311832 | Time: 5934.39 ms [2022-01-26 09:32:45 main:574] : INFO : Epoch 1997 | loss: 0.0311808 | val_loss: 0.0311807 | Time: 6301.21 ms [2022-01-26 09:32:52 main:574] : INFO : Epoch 1998 | loss: 0.0311811 | val_loss: 0.0311825 | Time: 6179.11 ms [2022-01-26 09:32:58 main:574] : INFO : Epoch 1999 | loss: 0.0311818 | val_loss: 0.0311866 | Time: 6163.59 ms [2022-01-26 09:33:04 main:574] : INFO : Epoch 2000 | loss: 0.0311844 | val_loss: 0.0311821 | Time: 5971.98 ms [2022-01-26 09:33:10 main:574] : INFO : Epoch 2001 | loss: 0.0311833 | val_loss: 0.0311815 | Time: 6763 ms [2022-01-26 09:33:17 main:574] : INFO : Epoch 2002 | loss: 0.0311828 | val_loss: 0.0311823 | Time: 6854.6 ms [2022-01-26 09:33:35 main:574] : INFO : Epoch 2003 | loss: 0.0311839 | val_loss: 0.0311822 | Time: 17407 ms [2022-01-26 09:33:47 main:574] : INFO : Epoch 2004 | loss: 0.0311821 | val_loss: 0.0311833 | Time: 12689.9 ms [2022-01-26 09:34:00 main:574] : INFO : Epoch 2005 | loss: 0.031182 | val_loss: 0.0311839 | Time: 12528.4 ms [2022-01-26 09:34:12 main:574] : INFO : Epoch 2006 | loss: 0.0311826 | val_loss: 0.0311816 | Time: 12183.2 ms [2022-01-26 09:34:25 main:574] : INFO : Epoch 2007 | loss: 0.0311837 | val_loss: 0.0311816 | Time: 12507.7 ms [2022-01-26 09:34:37 main:574] : INFO : Epoch 2008 | loss: 0.031183 | val_loss: 0.0311852 | Time: 12096.8 ms [2022-01-26 09:34:49 main:574] : INFO : Epoch 2009 | loss: 0.0311823 | val_loss: 0.0311813 | Time: 12621.2 ms [2022-01-26 09:35:02 main:574] : INFO : Epoch 2010 | loss: 0.0311816 | val_loss: 0.0311819 | Time: 12468.4 ms [2022-01-26 09:35:14 main:574] : INFO : Epoch 2011 | loss: 0.0311813 | val_loss: 0.0311822 | Time: 12537.7 ms [2022-01-26 09:35:27 main:574] : INFO : Epoch 2012 | loss: 0.031181 | val_loss: 0.0311823 | Time: 12592 ms [2022-01-26 09:35:39 main:574] : INFO : Epoch 2013 | loss: 0.0311811 | val_loss: 0.0311827 | Time: 12332.8 ms [2022-01-26 09:35:52 main:574] : INFO : Epoch 2014 | loss: 0.0311811 | val_loss: 0.0311828 | Time: 12490.6 ms [2022-01-26 09:36:04 main:574] : INFO : Epoch 2015 | loss: 0.0311805 | val_loss: 0.0311844 | Time: 12206.9 ms [2022-01-26 09:36:17 main:574] : INFO : Epoch 2016 | loss: 0.0311798 | val_loss: 0.0311824 | Time: 12371 ms [2022-01-26 09:36:29 main:574] : INFO : Epoch 2017 | loss: 0.03118 | val_loss: 0.031182 | Time: 12154.6 ms [2022-01-26 09:36:51 main:574] : INFO : Epoch 2018 | loss: 0.0311794 | val_loss: 0.0311823 | Time: 22608.4 ms [2022-01-26 09:37:04 main:574] : INFO : Epoch 2019 | loss: 0.0311797 | val_loss: 0.0311819 | Time: 12574.8 ms [2022-01-26 09:37:17 main:574] : INFO : Epoch 2020 | loss: 0.0311805 | val_loss: 0.0311842 | Time: 12794.2 ms [2022-01-26 09:37:30 main:574] : INFO : Epoch 2021 | loss: 0.0311797 | val_loss: 0.031183 | Time: 13220.7 ms [2022-01-26 09:37:43 main:574] : INFO : Epoch 2022 | loss: 0.0311792 | val_loss: 0.0311828 | Time: 12640.8 ms [2022-01-26 09:37:55 main:574] : INFO : Epoch 2023 | loss: 0.0311801 | val_loss: 0.0311842 | Time: 12832 ms [2022-01-26 09:38:08 main:574] : INFO : Epoch 2024 | loss: 0.03118 | val_loss: 0.0311841 | Time: 12545.9 ms [2022-01-26 09:38:20 main:574] : INFO : Epoch 2025 | loss: 0.0311803 | val_loss: 0.0311855 | Time: 12236.5 ms [2022-01-26 09:38:32 main:574] : INFO : Epoch 2026 | loss: 0.0311795 | val_loss: 0.0311849 | Time: 11344 ms [2022-01-26 09:38:43 main:574] : INFO : Epoch 2027 | loss: 0.0311817 | val_loss: 0.0311822 | Time: 11263 ms [2022-01-26 09:38:54 main:574] : INFO : Epoch 2028 | loss: 0.0311788 | val_loss: 0.0311823 | Time: 11563.7 ms [2022-01-26 09:39:07 main:574] : INFO : Epoch 2029 | loss: 0.0311787 | val_loss: 0.0311823 | Time: 12858.3 ms [2022-01-26 09:39:20 main:574] : INFO : Epoch 2030 | loss: 0.0311799 | val_loss: 0.0311829 | Time: 12392 ms [2022-01-26 09:39:33 main:574] : INFO : Epoch 2031 | loss: 0.0311789 | val_loss: 0.0311826 | Time: 12884.4 ms [2022-01-26 09:39:55 main:574] : INFO : Epoch 2032 | loss: 0.0311799 | val_loss: 0.0311809 | Time: 22626.1 ms [2022-01-26 09:40:08 main:574] : INFO : Epoch 2033 | loss: 0.0311797 | val_loss: 0.0311823 | Time: 12972.6 ms [2022-01-26 09:40:21 main:574] : INFO : Epoch 2034 | loss: 0.0311826 | val_loss: 0.0311949 | Time: 12819.2 ms [2022-01-26 09:40:34 main:574] : INFO : Epoch 2035 | loss: 0.0338228 | val_loss: 0.0623348 | Time: 12921.7 ms [2022-01-26 09:40:47 main:574] : INFO : Epoch 2036 | loss: 0.0360589 | val_loss: 0.0327692 | Time: 12760.6 ms [2022-01-26 09:41:00 main:574] : INFO : Epoch 2037 | loss: 0.031611 | val_loss: 0.0312896 | Time: 13029.7 ms [2022-01-26 09:41:13 main:574] : INFO : Epoch 2038 | loss: 0.0312764 | val_loss: 0.0312396 | Time: 12918.9 ms [2022-01-26 09:41:35 main:574] : INFO : Epoch 2039 | loss: 0.0312331 | val_loss: 0.031222 | Time: 22513.6 ms [2022-01-26 09:41:48 main:574] : INFO : Epoch 2040 | loss: 0.0312216 | val_loss: 0.0312159 | Time: 12427.3 ms [2022-01-26 09:42:01 main:574] : INFO : Epoch 2041 | loss: 0.0312167 | val_loss: 0.0312127 | Time: 12861.6 ms [2022-01-26 09:42:13 main:574] : INFO : Epoch 2042 | loss: 0.0312151 | val_loss: 0.0312137 | Time: 12861.5 ms [2022-01-26 09:42:26 main:574] : INFO : Epoch 2043 | loss: 0.0312164 | val_loss: 0.0312156 | Time: 12760.1 ms [2022-01-26 09:42:39 main:574] : INFO : Epoch 2044 | loss: 0.031214 | val_loss: 0.0312109 | Time: 12546.8 ms [2022-01-26 09:42:51 main:574] : INFO : Epoch 2045 | loss: 0.0312121 | val_loss: 0.0312097 | Time: 12346.7 ms [2022-01-26 09:43:04 main:574] : INFO : Epoch 2046 | loss: 0.03121 | val_loss: 0.031208 | Time: 12598.1 ms [2022-01-26 09:43:16 main:574] : INFO : Epoch 2047 | loss: 0.0312094 | val_loss: 0.0312081 | Time: 12589.5 ms [2022-01-26 09:43:29 main:574] : INFO : Epoch 2048 | loss: 0.0312104 | val_loss: 0.0312123 | Time: 12877.2 ms [2022-01-26 09:43:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312123 [2022-01-26 09:43:29 main:603] : INFO : Saving end state to config to file [2022-01-26 09:43:29 main:608] : INFO : Success, exiting.. 09:43:29 (15688): 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)