Task 9280968
| Name | ParityModified-1636178375-10127-3-0_0 |
| Workunit | 6708759 |
| Created | 30 Nov 2021, 14:57:52 UTC |
| Sent | 5 Dec 2021, 1:14:07 UTC |
| Report deadline | 13 Dec 2021, 1:14:07 UTC |
| Received | 14 Dec 2021, 10:04:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6741 |
| Run time | 5 hours 22 min 28 sec |
| CPU time | 3 hours 56 min 39 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 786.79 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 08:40:51 main:574] : INFO : Epoch 1590 | loss: 0.031176 | val_loss: 0.0311777 | Time: 6864.13 ms [2021-12-14 08:40:58 main:574] : INFO : Epoch 1591 | loss: 0.031174 | val_loss: 0.0311764 | Time: 6846.21 ms [2021-12-14 08:41:05 main:574] : INFO : Epoch 1592 | loss: 0.031173 | val_loss: 0.0311791 | Time: 7115.18 ms [2021-12-14 08:41:12 main:574] : INFO : Epoch 1593 | loss: 0.0311732 | val_loss: 0.0311792 | Time: 6881.37 ms [2021-12-14 08:41:19 main:574] : INFO : Epoch 1594 | loss: 0.0311747 | val_loss: 0.0311806 | Time: 6861.87 ms [2021-12-14 08:41:26 main:574] : INFO : Epoch 1595 | loss: 0.0311737 | val_loss: 0.0311751 | Time: 6853.54 ms [2021-12-14 08:41:33 main:574] : INFO : Epoch 1596 | loss: 0.0311712 | val_loss: 0.0311751 | Time: 6900.86 ms [2021-12-14 08:41:50 main:574] : INFO : Epoch 1597 | loss: 0.0311709 | val_loss: 0.0311806 | Time: 16881.8 ms [2021-12-14 08:41:57 main:574] : INFO : Epoch 1598 | loss: 0.031173 | val_loss: 0.0311767 | Time: 6886.24 ms [2021-12-14 08:42:03 main:574] : INFO : Epoch 1599 | loss: 0.0311723 | val_loss: 0.0311746 | Time: 6905.96 ms [2021-12-14 08:42:10 main:574] : INFO : Epoch 1600 | loss: 0.0311708 | val_loss: 0.0311759 | Time: 6872.12 ms [2021-12-14 08:42:17 main:574] : INFO : Epoch 1601 | loss: 0.0311707 | val_loss: 0.0311743 | Time: 6862.72 ms [2021-12-14 08:42:24 main:574] : INFO : Epoch 1602 | loss: 0.0311703 | val_loss: 0.031174 | Time: 6881.04 ms [2021-12-14 08:42:31 main:574] : INFO : Epoch 1603 | loss: 0.03117 | val_loss: 0.0311738 | Time: 6870.88 ms [2021-12-14 08:42:38 main:574] : INFO : Epoch 1604 | loss: 0.0311708 | val_loss: 0.0311753 | Time: 6865.18 ms [2021-12-14 08:42:45 main:574] : INFO : Epoch 1605 | loss: 0.0311717 | val_loss: 0.0311798 | Time: 6914.34 ms [2021-12-14 08:42:52 main:574] : INFO : Epoch 1606 | loss: 0.031171 | val_loss: 0.0311769 | Time: 7534.02 ms [2021-12-14 08:43:10 main:574] : INFO : Epoch 1607 | loss: 0.0311709 | val_loss: 0.0311734 | Time: 17112.2 ms [2021-12-14 08:43:16 main:574] : INFO : Epoch 1608 | loss: 0.0311698 | val_loss: 0.0311752 | Time: 6910.46 ms [2021-12-14 08:43:23 main:574] : INFO : Epoch 1609 | loss: 0.0311692 | val_loss: 0.0311741 | Time: 6857.51 ms [2021-12-14 08:43:30 main:574] : INFO : Epoch 1610 | loss: 0.0311705 | val_loss: 0.0311739 | Time: 6860.46 ms [2021-12-14 08:43:37 main:574] : INFO : Epoch 1611 | loss: 0.031168 | val_loss: 0.0311759 | Time: 6893.97 ms [2021-12-14 08:43:44 main:574] : INFO : Epoch 1612 | loss: 0.0311689 | val_loss: 0.0311743 | Time: 6870.34 ms [2021-12-14 08:43:51 main:574] : INFO : Epoch 1613 | loss: 0.0311705 | val_loss: 0.0311737 | Time: 6900.04 ms [2021-12-14 08:43:58 main:574] : INFO : Epoch 1614 | loss: 0.0311694 | val_loss: 0.0311723 | Time: 6866.81 ms [2021-12-14 08:44:05 main:574] : INFO : Epoch 1615 | loss: 0.0311679 | val_loss: 0.0311717 | Time: 6896.63 ms [2021-12-14 08:44:12 main:574] : INFO : Epoch 1616 | loss: 0.0311676 | val_loss: 0.031172 | Time: 6853.33 ms [2021-12-14 08:44:18 main:574] : INFO : Epoch 1617 | loss: 0.031168 | val_loss: 0.0311782 | Time: 6874.44 ms [2021-12-14 08:44:25 main:574] : INFO : Epoch 1618 | loss: 0.0311692 | val_loss: 0.0311744 | Time: 6917.84 ms [2021-12-14 08:44:32 main:574] : INFO : Epoch 1619 | loss: 0.0311928 | val_loss: 0.0312133 | Time: 6882.06 ms [2021-12-14 08:44:39 main:574] : INFO : Epoch 1620 | loss: 0.0311946 | val_loss: 0.0311969 | Time: 6868.54 ms [2021-12-14 08:45:07 main:574] : INFO : Epoch 1621 | loss: 0.0311888 | val_loss: 0.0311858 | Time: 28153.6 ms [2021-12-14 08:45:14 main:574] : INFO : Epoch 1622 | loss: 0.0311831 | val_loss: 0.0311818 | Time: 6979.79 ms [2021-12-14 08:45:21 main:574] : INFO : Epoch 1623 | loss: 0.0311986 | val_loss: 0.031205 | Time: 6888.26 ms [2021-12-14 08:45:28 main:574] : INFO : Epoch 1624 | loss: 0.0312042 | val_loss: 0.0312054 | Time: 6898.24 ms [2021-12-14 08:45:35 main:574] : INFO : Epoch 1625 | loss: 0.0312026 | val_loss: 0.0312112 | Time: 6857.66 ms [2021-12-14 08:45:42 main:574] : INFO : Epoch 1626 | loss: 0.0312043 | val_loss: 0.0312069 | Time: 6870.01 ms [2021-12-14 08:45:49 main:574] : INFO : Epoch 1627 | loss: 0.0312003 | val_loss: 0.031202 | Time: 6870.72 ms [2021-12-14 08:45:56 main:574] : INFO : Epoch 1628 | loss: 0.0311964 | val_loss: 0.0312001 | Time: 6863.46 ms [2021-12-14 08:46:03 main:574] : INFO : Epoch 1629 | loss: 0.0311957 | val_loss: 0.0311968 | Time: 6878.38 ms [2021-12-14 08:46:10 main:574] : INFO : Epoch 1630 | loss: 0.0311937 | val_loss: 0.0312037 | Time: 6857.08 ms [2021-12-14 08:46:16 main:574] : INFO : Epoch 1631 | loss: 0.0311946 | val_loss: 0.0311947 | Time: 6903.28 ms [2021-12-14 08:46:23 main:574] : INFO : Epoch 1632 | loss: 0.0311896 | val_loss: 0.0311957 | Time: 6850.52 ms [2021-12-14 08:46:30 main:574] : INFO : Epoch 1633 | loss: 0.0311896 | val_loss: 0.0311947 | Time: 6862.99 ms [2021-12-14 08:46:37 main:574] : INFO : Epoch 1634 | loss: 0.0311894 | val_loss: 0.031192 | Time: 6885.35 ms [2021-12-14 08:46:44 main:574] : INFO : Epoch 1635 | loss: 0.0311879 | val_loss: 0.031192 | Time: 6863.52 ms [2021-12-14 08:46:51 main:574] : INFO : Epoch 1636 | loss: 0.0311912 | val_loss: 0.0311997 | Time: 6865.09 ms [2021-12-14 08:46:58 main:574] : INFO : Epoch 1637 | loss: 0.0311953 | val_loss: 0.0311926 | Time: 6874.8 ms [2021-12-14 08:47:05 main:574] : INFO : Epoch 1638 | loss: 0.0311948 | val_loss: 0.0312182 | Time: 6923.08 ms [2021-12-14 08:47:12 main:574] : INFO : Epoch 1639 | loss: 0.0312203 | val_loss: 0.031227 | Time: 6869.78 ms [2021-12-14 08:47:18 main:574] : INFO : Epoch 1640 | loss: 0.0312188 | val_loss: 0.0312216 | Time: 6876.41 ms [2021-12-14 08:47:25 main:574] : INFO : Epoch 1641 | loss: 0.031214 | val_loss: 0.0312187 | Time: 6870.63 ms [2021-12-14 08:47:32 main:574] : INFO : Epoch 1642 | loss: 0.0312132 | val_loss: 0.0312201 | Time: 6864.18 ms [2021-12-14 08:47:39 main:574] : INFO : Epoch 1643 | loss: 0.0312129 | val_loss: 0.0312187 | Time: 6860.45 ms [2021-12-14 08:47:46 main:574] : INFO : Epoch 1644 | loss: 0.0312125 | val_loss: 0.0312186 | Time: 6888.51 ms [2021-12-14 08:47:53 main:574] : INFO : Epoch 1645 | loss: 0.0312123 | val_loss: 0.0312182 | Time: 6892.67 ms [2021-12-14 08:48:20 main:574] : INFO : Epoch 1646 | loss: 0.0312119 | val_loss: 0.0312183 | Time: 27535 ms [2021-12-14 08:48:27 main:574] : INFO : Epoch 1647 | loss: 0.0312114 | val_loss: 0.0312181 | Time: 6848.51 ms [2021-12-14 08:48:35 main:574] : INFO : Epoch 1648 | loss: 0.0312103 | val_loss: 0.0312171 | Time: 7026.97 ms [2021-12-14 08:48:41 main:574] : INFO : Epoch 1649 | loss: 0.0312117 | val_loss: 0.031219 | Time: 6842.05 ms [2021-12-14 08:48:48 main:574] : INFO : Epoch 1650 | loss: 0.0312107 | val_loss: 0.0312156 | Time: 6886.98 ms [2021-12-14 08:48:55 main:574] : INFO : Epoch 1651 | loss: 0.0312106 | val_loss: 0.0312168 | Time: 6891.37 ms [2021-12-14 08:49:02 main:574] : INFO : Epoch 1652 | loss: 0.03121 | val_loss: 0.0312153 | Time: 6997.18 ms [2021-12-14 08:49:09 main:574] : INFO : Epoch 1653 | loss: 0.0312094 | val_loss: 0.0312158 | Time: 6921.86 ms [2021-12-14 08:49:16 main:574] : INFO : Epoch 1654 | loss: 0.0312105 | val_loss: 0.0312163 | Time: 6956.96 ms [2021-12-14 08:49:23 main:574] : INFO : Epoch 1655 | loss: 0.0312088 | val_loss: 0.0312169 | Time: 6919.16 ms [2021-12-14 08:49:30 main:574] : INFO : Epoch 1656 | loss: 0.0312092 | val_loss: 0.031214 | Time: 6890.31 ms [2021-12-14 08:49:37 main:574] : INFO : Epoch 1657 | loss: 0.0312076 | val_loss: 0.0312125 | Time: 6878.7 ms [2021-12-14 08:49:44 main:574] : INFO : Epoch 1658 | loss: 0.0312074 | val_loss: 0.0312125 | Time: 6909.79 ms [2021-12-14 08:49:51 main:574] : INFO : Epoch 1659 | loss: 0.0312065 | val_loss: 0.0312135 | Time: 6922.12 ms [2021-12-14 08:49:58 main:574] : INFO : Epoch 1660 | loss: 0.0312064 | val_loss: 0.0312106 | Time: 7580.84 ms [2021-12-14 08:50:16 main:574] : INFO : Epoch 1661 | loss: 0.0312053 | val_loss: 0.0312124 | Time: 17920.2 ms [2021-12-14 08:50:23 main:574] : INFO : Epoch 1662 | loss: 0.0312062 | val_loss: 0.0312116 | Time: 6884.32 ms [2021-12-14 08:50:30 main:574] : INFO : Epoch 1663 | loss: 0.0312068 | val_loss: 0.0312126 | Time: 6892.45 ms [2021-12-14 08:50:37 main:574] : INFO : Epoch 1664 | loss: 0.0312043 | val_loss: 0.0312103 | Time: 6883.85 ms [2021-12-14 08:50:44 main:574] : INFO : Epoch 1665 | loss: 0.031205 | val_loss: 0.0312111 | Time: 6855.38 ms [2021-12-14 08:50:51 main:574] : INFO : Epoch 1666 | loss: 0.0312045 | val_loss: 0.0312195 | Time: 6907.01 ms [2021-12-14 08:50:58 main:574] : INFO : Epoch 1667 | loss: 0.0312061 | val_loss: 0.0312147 | Time: 6879.72 ms [2021-12-14 08:51:05 main:574] : INFO : Epoch 1668 | loss: 0.0312026 | val_loss: 0.0312136 | Time: 6866.06 ms [2021-12-14 08:51:11 main:574] : INFO : Epoch 1669 | loss: 0.0312011 | val_loss: 0.0312049 | Time: 6870.5 ms [2021-12-14 08:51:18 main:574] : INFO : Epoch 1670 | loss: 0.0311999 | val_loss: 0.0312036 | Time: 6864.59 ms [2021-12-14 08:51:25 main:574] : INFO : Epoch 1671 | loss: 0.0311995 | val_loss: 0.0312023 | Time: 6874.13 ms [2021-12-14 08:51:32 main:574] : INFO : Epoch 1672 | loss: 0.0311981 | val_loss: 0.0312017 | Time: 6875.28 ms [2021-12-14 08:51:39 main:574] : INFO : Epoch 1673 | loss: 0.0311975 | val_loss: 0.0312015 | Time: 6956.68 ms [2021-12-14 08:51:46 main:574] : INFO : Epoch 1674 | loss: 0.031196 | val_loss: 0.0312013 | Time: 6864.07 ms [2021-12-14 08:51:53 main:574] : INFO : Epoch 1675 | loss: 0.0311959 | val_loss: 0.0312 | Time: 7024.42 ms [2021-12-14 08:52:00 main:574] : INFO : Epoch 1676 | loss: 0.0311951 | val_loss: 0.0311999 | Time: 6901.18 ms [2021-12-14 08:52:07 main:574] : INFO : Epoch 1677 | loss: 0.0311955 | val_loss: 0.0311998 | Time: 6896.79 ms [2021-12-14 08:52:14 main:574] : INFO : Epoch 1678 | loss: 0.0311949 | val_loss: 0.0311996 | Time: 6888.95 ms [2021-12-14 08:52:21 main:574] : INFO : Epoch 1679 | loss: 0.0311959 | val_loss: 0.0311996 | Time: 6860.62 ms [2021-12-14 08:52:28 main:574] : INFO : Epoch 1680 | loss: 0.0311939 | val_loss: 0.0311983 | Time: 6886.61 ms [2021-12-14 08:52:35 main:574] : INFO : Epoch 1681 | loss: 0.0311934 | val_loss: 0.0311972 | Time: 6881.6 ms [2021-12-14 08:52:41 main:574] : INFO : Epoch 1682 | loss: 0.0311936 | val_loss: 0.0311986 | Time: 6871.76 ms [2021-12-14 08:52:48 main:574] : INFO : Epoch 1683 | loss: 0.0311942 | val_loss: 0.0311993 | Time: 6915.97 ms [2021-12-14 08:52:55 main:574] : INFO : Epoch 1684 | loss: 0.031194 | val_loss: 0.0311976 | Time: 6869.53 ms [2021-12-14 08:53:02 main:574] : INFO : Epoch 1685 | loss: 0.0311936 | val_loss: 0.0311974 | Time: 6867.59 ms [2021-12-14 08:53:09 main:574] : INFO : Epoch 1686 | loss: 0.0311929 | val_loss: 0.0311984 | Time: 7305.72 ms [2021-12-14 08:53:37 main:574] : INFO : Epoch 1687 | loss: 0.0311949 | val_loss: 0.0312018 | Time: 27841.6 ms [2021-12-14 08:53:44 main:574] : INFO : Epoch 1688 | loss: 0.0311981 | val_loss: 0.0312056 | Time: 6875.8 ms [2021-12-14 08:53:51 main:574] : INFO : Epoch 1689 | loss: 0.0311959 | val_loss: 0.0311996 | Time: 6939.78 ms [2021-12-14 08:53:58 main:574] : INFO : Epoch 1690 | loss: 0.0311957 | val_loss: 0.0312063 | Time: 6894.9 ms [2021-12-14 08:54:05 main:574] : INFO : Epoch 1691 | loss: 0.0311975 | val_loss: 0.0311989 | Time: 7010.41 ms [2021-12-14 08:54:12 main:574] : INFO : Epoch 1692 | loss: 0.0311935 | val_loss: 0.0311975 | Time: 6873.22 ms [2021-12-14 08:54:19 main:574] : INFO : Epoch 1693 | loss: 0.031194 | val_loss: 0.0311968 | Time: 6865.14 ms [2021-12-14 08:54:26 main:574] : INFO : Epoch 1694 | loss: 0.0311922 | val_loss: 0.0311985 | Time: 6899 ms [2021-12-14 08:54:33 main:574] : INFO : Epoch 1695 | loss: 0.0311923 | val_loss: 0.0311968 | Time: 6869.12 ms [2021-12-14 08:54:40 main:574] : INFO : Epoch 1696 | loss: 0.031192 | val_loss: 0.0311968 | Time: 6896.63 ms [2021-12-14 08:54:46 main:574] : INFO : Epoch 1697 | loss: 0.0311921 | val_loss: 0.0311967 | Time: 6888.6 ms [2021-12-14 08:54:53 main:574] : INFO : Epoch 1698 | loss: 0.031192 | val_loss: 0.0311973 | Time: 6868.77 ms [2021-12-14 08:55:00 main:574] : INFO : Epoch 1699 | loss: 0.0311934 | val_loss: 0.0311975 | Time: 6892.56 ms [2021-12-14 08:55:08 main:574] : INFO : Epoch 1700 | loss: 0.0311926 | val_loss: 0.0311981 | Time: 7768.77 ms [2021-12-14 08:55:25 main:574] : INFO : Epoch 1701 | loss: 0.0311927 | val_loss: 0.0311973 | Time: 17255.9 ms [2021-12-14 08:55:32 main:574] : INFO : Epoch 1702 | loss: 0.0311915 | val_loss: 0.0311971 | Time: 6876.02 ms [2021-12-14 08:55:39 main:574] : INFO : Epoch 1703 | loss: 0.0311903 | val_loss: 0.0311981 | Time: 6891.24 ms [2021-12-14 08:55:46 main:574] : INFO : Epoch 1704 | loss: 0.031194 | val_loss: 0.0312075 | Time: 6871.14 ms [2021-12-14 08:55:53 main:574] : INFO : Epoch 1705 | loss: 0.0311949 | val_loss: 0.0311973 | Time: 6863.52 ms [2021-12-14 08:56:00 main:574] : INFO : Epoch 1706 | loss: 0.0311912 | val_loss: 0.0311986 | Time: 6937.82 ms [2021-12-14 08:56:07 main:574] : INFO : Epoch 1707 | loss: 0.0311928 | val_loss: 0.0311968 | Time: 6877.83 ms [2021-12-14 08:56:14 main:574] : INFO : Epoch 1708 | loss: 0.0311908 | val_loss: 0.0311959 | Time: 6853.94 ms [2021-12-14 08:56:21 main:574] : INFO : Epoch 1709 | loss: 0.0311904 | val_loss: 0.0311957 | Time: 6872.12 ms [2021-12-14 08:56:27 main:574] : INFO : Epoch 1710 | loss: 0.031192 | val_loss: 0.0311965 | Time: 6904.04 ms [2021-12-14 08:56:35 main:574] : INFO : Epoch 1711 | loss: 0.0311965 | val_loss: 0.0311964 | Time: 7020.48 ms [2021-12-14 08:56:41 main:574] : INFO : Epoch 1712 | loss: 0.0311916 | val_loss: 0.0311957 | Time: 6859.31 ms [2021-12-14 08:56:48 main:574] : INFO : Epoch 1713 | loss: 0.0311908 | val_loss: 0.0311983 | Time: 6919.17 ms [2021-12-14 08:56:55 main:574] : INFO : Epoch 1714 | loss: 0.0311945 | val_loss: 0.0311969 | Time: 6887.54 ms [2021-12-14 08:57:02 main:574] : INFO : Epoch 1715 | loss: 0.0311913 | val_loss: 0.0311952 | Time: 6973.31 ms [2021-12-14 08:57:09 main:574] : INFO : Epoch 1716 | loss: 0.0311901 | val_loss: 0.0311985 | Time: 6861.57 ms [2021-12-14 08:57:16 main:574] : INFO : Epoch 1717 | loss: 0.0311903 | val_loss: 0.0311961 | Time: 6887.65 ms [2021-12-14 08:57:23 main:574] : INFO : Epoch 1718 | loss: 0.0311901 | val_loss: 0.0311953 | Time: 6864.89 ms [2021-12-14 08:57:30 main:574] : INFO : Epoch 1719 | loss: 0.0311891 | val_loss: 0.0311955 | Time: 6873.62 ms [2021-12-14 08:57:37 main:574] : INFO : Epoch 1720 | loss: 0.031189 | val_loss: 0.0311992 | Time: 6880.77 ms [2021-12-14 08:57:44 main:574] : INFO : Epoch 1721 | loss: 0.03119 | val_loss: 0.031198 | Time: 6865.27 ms [2021-12-14 08:57:50 main:574] : INFO : Epoch 1722 | loss: 0.0311904 | val_loss: 0.0311989 | Time: 6918.74 ms [2021-12-14 08:57:57 main:574] : INFO : Epoch 1723 | loss: 0.0311923 | val_loss: 0.0311982 | Time: 6912.07 ms [2021-12-14 08:58:04 main:574] : INFO : Epoch 1724 | loss: 0.0311906 | val_loss: 0.0311952 | Time: 6863.32 ms [2021-12-14 08:58:11 main:574] : INFO : Epoch 1725 | loss: 0.0311898 | val_loss: 0.031203 | Time: 6860.53 ms [2021-12-14 08:58:18 main:574] : INFO : Epoch 1726 | loss: 0.0311912 | val_loss: 0.0311953 | Time: 7003.46 ms [2021-12-14 08:58:36 main:574] : INFO : Epoch 1727 | loss: 0.031191 | val_loss: 0.031198 | Time: 18004.5 ms [2021-12-14 08:58:43 main:574] : INFO : Epoch 1728 | loss: 0.0311914 | val_loss: 0.0311957 | Time: 6883.3 ms [2021-12-14 08:58:50 main:574] : INFO : Epoch 1729 | loss: 0.0311887 | val_loss: 0.0311964 | Time: 6875.56 ms [2021-12-14 08:58:57 main:574] : INFO : Epoch 1730 | loss: 0.0311894 | val_loss: 0.0311942 | Time: 6925.33 ms [2021-12-14 08:59:04 main:574] : INFO : Epoch 1731 | loss: 0.0311881 | val_loss: 0.0311944 | Time: 6976.51 ms [2021-12-14 08:59:11 main:574] : INFO : Epoch 1732 | loss: 0.0311892 | val_loss: 0.0311978 | Time: 6869.16 ms [2021-12-14 08:59:18 main:574] : INFO : Epoch 1733 | loss: 0.0311891 | val_loss: 0.0311948 | Time: 6863.13 ms [2021-12-14 08:59:25 main:574] : INFO : Epoch 1734 | loss: 0.0311879 | val_loss: 0.0311948 | Time: 6889 ms [2021-12-14 08:59:32 main:574] : INFO : Epoch 1735 | loss: 0.0311879 | val_loss: 0.0311949 | Time: 6989.88 ms [2021-12-14 09:00:40 main:574] : INFO : Epoch 1736 | loss: 0.0311886 | val_loss: 0.0311943 | Time: 67970.3 ms [2021-12-14 09:00:46 main:574] : INFO : Epoch 1737 | loss: 0.0311876 | val_loss: 0.031196 | Time: 6638.32 ms [2021-12-14 09:00:53 main:574] : INFO : Epoch 1738 | loss: 0.0311893 | val_loss: 0.0311988 | Time: 6791.26 ms [2021-12-14 09:01:00 main:574] : INFO : Epoch 1739 | loss: 0.0311908 | val_loss: 0.0311952 | Time: 6958.77 ms [2021-12-14 09:01:07 main:574] : INFO : Epoch 1740 | loss: 0.0311884 | val_loss: 0.0311978 | Time: 6862.75 ms [2021-12-14 09:01:14 main:574] : INFO : Epoch 1741 | loss: 0.0311877 | val_loss: 0.0311945 | Time: 6856.9 ms [2021-12-14 09:01:21 main:574] : INFO : Epoch 1742 | loss: 0.0311879 | val_loss: 0.0311935 | Time: 6864.89 ms [2021-12-14 09:01:28 main:574] : INFO : Epoch 1743 | loss: 0.0311877 | val_loss: 0.0311949 | Time: 6885.45 ms [2021-12-14 09:01:35 main:574] : INFO : Epoch 1744 | loss: 0.0311875 | val_loss: 0.0311954 | Time: 7051.2 ms [2021-12-14 09:01:42 main:574] : INFO : Epoch 1745 | loss: 0.0311881 | val_loss: 0.0311952 | Time: 6869.92 ms [2021-12-14 09:01:48 main:574] : INFO : Epoch 1746 | loss: 0.0311878 | val_loss: 0.0311947 | Time: 6880.14 ms [2021-12-14 09:01:55 main:574] : INFO : Epoch 1747 | loss: 0.031188 | val_loss: 0.0311932 | Time: 6871.97 ms [2021-12-14 09:02:02 main:574] : INFO : Epoch 1748 | loss: 0.0311905 | val_loss: 0.0311966 | Time: 6890.43 ms [2021-12-14 09:02:09 main:574] : INFO : Epoch 1749 | loss: 0.0311894 | val_loss: 0.0311965 | Time: 6866.21 ms [2021-12-14 09:02:16 main:574] : INFO : Epoch 1750 | loss: 0.0311887 | val_loss: 0.0311937 | Time: 6873.01 ms [2021-12-14 09:02:23 main:574] : INFO : Epoch 1751 | loss: 0.0311887 | val_loss: 0.0311942 | Time: 6876.69 ms [2021-12-14 09:02:30 main:574] : INFO : Epoch 1752 | loss: 0.0311891 | val_loss: 0.0311937 | Time: 6894.7 ms [2021-12-14 09:02:37 main:574] : INFO : Epoch 1753 | loss: 0.0311877 | val_loss: 0.0311946 | Time: 6882.49 ms [2021-12-14 09:02:44 main:574] : INFO : Epoch 1754 | loss: 0.0311882 | val_loss: 0.0311943 | Time: 6877.41 ms [2021-12-14 09:02:51 main:574] : INFO : Epoch 1755 | loss: 0.0311887 | val_loss: 0.0311968 | Time: 6888.61 ms [2021-12-14 09:02:57 main:574] : INFO : Epoch 1756 | loss: 0.0311911 | val_loss: 0.0311944 | Time: 6869.1 ms [2021-12-14 09:03:04 main:574] : INFO : Epoch 1757 | loss: 0.031189 | val_loss: 0.0311955 | Time: 6931.74 ms [2021-12-14 09:03:11 main:574] : INFO : Epoch 1758 | loss: 0.0311887 | val_loss: 0.0311937 | Time: 6877.45 ms [2021-12-14 09:03:18 main:574] : INFO : Epoch 1759 | loss: 0.031187 | val_loss: 0.0311948 | Time: 6871.26 ms [2021-12-14 09:03:25 main:574] : INFO : Epoch 1760 | loss: 0.0311872 | val_loss: 0.0311947 | Time: 6862.86 ms [2021-12-14 09:03:32 main:574] : INFO : Epoch 1761 | loss: 0.031188 | val_loss: 0.0311941 | Time: 7311.71 ms [2021-12-14 09:03:50 main:574] : INFO : Epoch 1762 | loss: 0.0311865 | val_loss: 0.0311932 | Time: 17164.3 ms [2021-12-14 09:03:56 main:574] : INFO : Epoch 1763 | loss: 0.031187 | val_loss: 0.0311925 | Time: 6935.75 ms [2021-12-14 09:04:03 main:574] : INFO : Epoch 1764 | loss: 0.0311875 | val_loss: 0.0311967 | Time: 6998.51 ms [2021-12-14 09:04:10 main:574] : INFO : Epoch 1765 | loss: 0.0311859 | val_loss: 0.031193 | Time: 6912.94 ms [2021-12-14 09:04:17 main:574] : INFO : Epoch 1766 | loss: 0.0311864 | val_loss: 0.0311927 | Time: 6852.41 ms [2021-12-14 09:04:24 main:574] : INFO : Epoch 1767 | loss: 0.0311895 | val_loss: 0.0311985 | Time: 6914.79 ms [2021-12-14 09:04:31 main:574] : INFO : Epoch 1768 | loss: 0.0311871 | val_loss: 0.0311926 | Time: 6874.22 ms [2021-12-14 09:04:38 main:574] : INFO : Epoch 1769 | loss: 0.0311885 | val_loss: 0.0311957 | Time: 6867.38 ms [2021-12-14 09:04:45 main:574] : INFO : Epoch 1770 | loss: 0.0311899 | val_loss: 0.0311933 | Time: 6871.39 ms [2021-12-14 09:04:52 main:574] : INFO : Epoch 1771 | loss: 0.031188 | val_loss: 0.0311936 | Time: 6871.4 ms [2021-12-14 09:04:59 main:574] : INFO : Epoch 1772 | loss: 0.0311866 | val_loss: 0.0311908 | Time: 6883.1 ms [2021-12-14 09:05:06 main:574] : INFO : Epoch 1773 | loss: 0.0311857 | val_loss: 0.0311917 | Time: 6857.89 ms [2021-12-14 09:05:12 main:574] : INFO : Epoch 1774 | loss: 0.0311854 | val_loss: 0.0311954 | Time: 6902.39 ms [2021-12-14 09:05:19 main:574] : INFO : Epoch 1775 | loss: 0.0311879 | val_loss: 0.0311962 | Time: 6902.62 ms [2021-12-14 09:05:27 main:574] : INFO : Epoch 1776 | loss: 0.0311886 | val_loss: 0.0311922 | Time: 7098.51 ms [2021-12-14 09:05:54 main:574] : INFO : Epoch 1777 | loss: 0.0311902 | val_loss: 0.0311911 | Time: 27702.4 ms [2021-12-14 09:06:01 main:574] : INFO : Epoch 1778 | loss: 0.0311916 | val_loss: 0.0311928 | Time: 6886.48 ms [2021-12-14 09:06:08 main:574] : INFO : Epoch 1779 | loss: 0.0311916 | val_loss: 0.0311952 | Time: 6883.03 ms [2021-12-14 09:06:15 main:574] : INFO : Epoch 1780 | loss: 0.0311947 | val_loss: 0.0311962 | Time: 6867.88 ms [2021-12-14 09:06:22 main:574] : INFO : Epoch 1781 | loss: 0.0312047 | val_loss: 0.0312023 | Time: 6866.81 ms [2021-12-14 09:06:29 main:574] : INFO : Epoch 1782 | loss: 0.0311974 | val_loss: 0.0311842 | Time: 6868.33 ms [2021-12-14 09:06:36 main:574] : INFO : Epoch 1783 | loss: 0.0311918 | val_loss: 0.031192 | Time: 6895.44 ms [2021-12-14 09:06:42 main:574] : INFO : Epoch 1784 | loss: 0.0311933 | val_loss: 0.0311861 | Time: 6858.01 ms [2021-12-14 09:06:49 main:574] : INFO : Epoch 1785 | loss: 0.0311909 | val_loss: 0.0311922 | Time: 6877.12 ms [2021-12-14 09:06:56 main:574] : INFO : Epoch 1786 | loss: 0.0312125 | val_loss: 0.0312031 | Time: 6859.36 ms [2021-12-14 09:07:03 main:574] : INFO : Epoch 1787 | loss: 0.0313488 | val_loss: 0.0317063 | Time: 6887.81 ms [2021-12-14 09:07:10 main:574] : INFO : Epoch 1788 | loss: 0.0313276 | val_loss: 0.0312408 | Time: 6861.05 ms [2021-12-14 09:07:17 main:574] : INFO : Epoch 1789 | loss: 0.0312059 | val_loss: 0.0311922 | Time: 6870.87 ms [2021-12-14 09:07:24 main:574] : INFO : Epoch 1790 | loss: 0.0311886 | val_loss: 0.031189 | Time: 6866.59 ms [2021-12-14 09:07:31 main:574] : INFO : Epoch 1791 | loss: 0.0311854 | val_loss: 0.0311834 | Time: 6878.57 ms [2021-12-14 09:07:38 main:574] : INFO : Epoch 1792 | loss: 0.0311825 | val_loss: 0.0311829 | Time: 6896.85 ms [2021-12-14 09:07:44 main:574] : INFO : Epoch 1793 | loss: 0.031181 | val_loss: 0.0311816 | Time: 6863.3 ms [2021-12-14 09:07:51 main:574] : INFO : Epoch 1794 | loss: 0.03118 | val_loss: 0.0311813 | Time: 6899.22 ms [2021-12-14 09:07:58 main:574] : INFO : Epoch 1795 | loss: 0.0311806 | val_loss: 0.0311799 | Time: 6861.19 ms [2021-12-14 09:08:05 main:574] : INFO : Epoch 1796 | loss: 0.0311792 | val_loss: 0.031184 | Time: 6871.89 ms [2021-12-14 09:08:12 main:574] : INFO : Epoch 1797 | loss: 0.0311819 | val_loss: 0.0311818 | Time: 6877.87 ms [2021-12-14 09:08:19 main:574] : INFO : Epoch 1798 | loss: 0.0311871 | val_loss: 0.0311918 | Time: 6872.46 ms [2021-12-14 09:08:26 main:574] : INFO : Epoch 1799 | loss: 0.0311805 | val_loss: 0.0311795 | Time: 6934.38 ms [2021-12-14 09:08:33 main:574] : INFO : Epoch 1800 | loss: 0.0311773 | val_loss: 0.0311789 | Time: 6867.34 ms [2021-12-14 09:08:40 main:574] : INFO : Epoch 1801 | loss: 0.0311777 | val_loss: 0.0311784 | Time: 7150.55 ms [2021-12-14 09:09:07 main:574] : INFO : Epoch 1802 | loss: 0.0311768 | val_loss: 0.0311795 | Time: 27444.7 ms [2021-12-14 09:09:14 main:574] : INFO : Epoch 1803 | loss: 0.0311769 | val_loss: 0.0311808 | Time: 6886.48 ms [2021-12-14 09:09:21 main:574] : INFO : Epoch 1804 | loss: 0.0311766 | val_loss: 0.0311784 | Time: 6868.04 ms [2021-12-14 09:09:28 main:574] : INFO : Epoch 1805 | loss: 0.0311759 | val_loss: 0.0311796 | Time: 6963.18 ms [2021-12-14 09:09:35 main:574] : INFO : Epoch 1806 | loss: 0.0311769 | val_loss: 0.0311818 | Time: 6904.89 ms [2021-12-14 09:09:42 main:574] : INFO : Epoch 1807 | loss: 0.0311781 | val_loss: 0.0311796 | Time: 6862.45 ms [2021-12-14 09:09:49 main:574] : INFO : Epoch 1808 | loss: 0.031178 | val_loss: 0.0311793 | Time: 6866.58 ms [2021-12-14 09:09:56 main:574] : INFO : Epoch 1809 | loss: 0.0311767 | val_loss: 0.0311789 | Time: 6882.2 ms [2021-12-14 09:10:03 main:574] : INFO : Epoch 1810 | loss: 0.0311758 | val_loss: 0.0311789 | Time: 6877.76 ms [2021-12-14 09:10:09 main:574] : INFO : Epoch 1811 | loss: 0.0311765 | val_loss: 0.0311801 | Time: 6857.01 ms [2021-12-14 09:10:16 main:574] : INFO : Epoch 1812 | loss: 0.0311755 | val_loss: 0.0311787 | Time: 6956.25 ms [2021-12-14 09:10:23 main:574] : INFO : Epoch 1813 | loss: 0.0311763 | val_loss: 0.0311841 | Time: 6870.72 ms [2021-12-14 09:10:30 main:574] : INFO : Epoch 1814 | loss: 0.0311821 | val_loss: 0.0311783 | Time: 6861.95 ms [2021-12-14 09:10:37 main:574] : INFO : Epoch 1815 | loss: 0.0311768 | val_loss: 0.0311799 | Time: 7095.29 ms [2021-12-14 09:10:55 main:574] : INFO : Epoch 1816 | loss: 0.0311763 | val_loss: 0.0311783 | Time: 17758.1 ms [2021-12-14 09:11:02 main:574] : INFO : Epoch 1817 | loss: 0.0311749 | val_loss: 0.0311782 | Time: 6992.66 ms [2021-12-14 09:11:09 main:574] : INFO : Epoch 1818 | loss: 0.0311752 | val_loss: 0.0311779 | Time: 6865.08 ms [2021-12-14 09:11:16 main:574] : INFO : Epoch 1819 | loss: 0.031175 | val_loss: 0.0311804 | Time: 6883.38 ms [2021-12-14 09:11:23 main:574] : INFO : Epoch 1820 | loss: 0.0311747 | val_loss: 0.0311801 | Time: 6889.19 ms [2021-12-14 09:11:30 main:574] : INFO : Epoch 1821 | loss: 0.0311743 | val_loss: 0.0311779 | Time: 6884.22 ms [2021-12-14 09:11:37 main:574] : INFO : Epoch 1822 | loss: 0.0311739 | val_loss: 0.0311762 | Time: 6889.38 ms [2021-12-14 09:11:43 main:574] : INFO : Epoch 1823 | loss: 0.0311742 | val_loss: 0.0311794 | Time: 6888.81 ms [2021-12-14 09:11:50 main:574] : INFO : Epoch 1824 | loss: 0.0311749 | val_loss: 0.0311758 | Time: 6881.23 ms [2021-12-14 09:11:58 main:574] : INFO : Epoch 1825 | loss: 0.0311748 | val_loss: 0.0311749 | Time: 7016.83 ms [2021-12-14 09:12:05 main:574] : INFO : Epoch 1826 | loss: 0.0311753 | val_loss: 0.0311784 | Time: 6865.87 ms [2021-12-14 09:12:12 main:574] : INFO : Epoch 1827 | loss: 0.0311744 | val_loss: 0.0311764 | Time: 6882.87 ms [2021-12-14 09:12:18 main:574] : INFO : Epoch 1828 | loss: 0.0311755 | val_loss: 0.0311742 | Time: 6911.56 ms [2021-12-14 09:12:25 main:574] : INFO : Epoch 1829 | loss: 0.0311743 | val_loss: 0.0311744 | Time: 6891.5 ms [2021-12-14 09:12:32 main:574] : INFO : Epoch 1830 | loss: 0.0311732 | val_loss: 0.0311738 | Time: 6865.38 ms [2021-12-14 09:12:39 main:574] : INFO : Epoch 1831 | loss: 0.0311726 | val_loss: 0.0311731 | Time: 6870.62 ms [2021-12-14 09:12:46 main:574] : INFO : Epoch 1832 | loss: 0.031173 | val_loss: 0.0311753 | Time: 6929.19 ms [2021-12-14 09:12:53 main:574] : INFO : Epoch 1833 | loss: 0.0311765 | val_loss: 0.0311769 | Time: 6875.23 ms [2021-12-14 09:13:00 main:574] : INFO : Epoch 1834 | loss: 0.031175 | val_loss: 0.0311748 | Time: 6908.98 ms [2021-12-14 09:13:07 main:574] : INFO : Epoch 1835 | loss: 0.0311723 | val_loss: 0.0311729 | Time: 6895.15 ms [2021-12-14 09:13:14 main:574] : INFO : Epoch 1836 | loss: 0.0311726 | val_loss: 0.0311728 | Time: 6869.03 ms [2021-12-14 09:13:21 main:574] : INFO : Epoch 1837 | loss: 0.0311722 | val_loss: 0.0311727 | Time: 6859.62 ms [2021-12-14 09:13:27 main:574] : INFO : Epoch 1838 | loss: 0.0311732 | val_loss: 0.0311734 | Time: 6921.85 ms [2021-12-14 09:13:34 main:574] : INFO : Epoch 1839 | loss: 0.0311722 | val_loss: 0.0311731 | Time: 6878.02 ms [2021-12-14 09:13:41 main:574] : INFO : Epoch 1840 | loss: 0.0311717 | val_loss: 0.0311745 | Time: 6864.91 ms [2021-12-14 09:13:49 main:574] : INFO : Epoch 1841 | loss: 0.0311715 | val_loss: 0.0311735 | Time: 7403.58 ms [2021-12-14 09:14:06 main:574] : INFO : Epoch 1842 | loss: 0.0311714 | val_loss: 0.0311728 | Time: 17470.1 ms [2021-12-14 09:14:13 main:574] : INFO : Epoch 1843 | loss: 0.0311716 | val_loss: 0.0311735 | Time: 6880.21 ms [2021-12-14 09:14:20 main:574] : INFO : Epoch 1844 | loss: 0.0311709 | val_loss: 0.0311728 | Time: 6861.9 ms [2021-12-14 09:14:27 main:574] : INFO : Epoch 1845 | loss: 0.0311731 | val_loss: 0.0311728 | Time: 6943.26 ms [2021-12-14 09:14:34 main:574] : INFO : Epoch 1846 | loss: 0.0311719 | val_loss: 0.0311767 | Time: 6861.65 ms [2021-12-14 09:14:41 main:574] : INFO : Epoch 1847 | loss: 0.0311737 | val_loss: 0.0311728 | Time: 6867.74 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce 930MX) [2021-12-14 18:15:41 main:435] : INFO : Set logging level to 1 [2021-12-14 18:15:41 main:441] : INFO : Running in BOINC Client mode [2021-12-14 18:15:41 main:444] : INFO : Resolving all filenames [2021-12-14 18:15:41 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2021-12-14 18:15:41 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2021-12-14 18:15:41 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2021-12-14 18:15:41 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2021-12-14 18:15:41 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-12-14 18:15:41 main:472] : INFO : Dataset filename: dataset.hdf5 [2021-12-14 18:15:41 main:474] : INFO : Configuration: [2021-12-14 18:15:41 main:475] : INFO : Model type: GRU [2021-12-14 18:15:41 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-12-14 18:15:41 main:477] : INFO : Max Epochs: 2048 [2021-12-14 18:15:41 main:478] : INFO : Batch Size: 128 [2021-12-14 18:15:41 main:479] : INFO : Learning Rate: 0.01 [2021-12-14 18:15:41 main:480] : INFO : Patience: 10 [2021-12-14 18:15:41 main:481] : INFO : Hidden Width: 12 [2021-12-14 18:15:41 main:482] : INFO : # Recurrent Layers: 4 [2021-12-14 18:15:41 main:483] : INFO : # Backend Layers: 4 [2021-12-14 18:15:41 main:484] : INFO : # Threads: 1 [2021-12-14 18:15:41 main:486] : INFO : Preparing Dataset [2021-12-14 18:15:41 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2021-12-14 18:15:42 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2021-12-14 18:15:46 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-12-14 18:15:46 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2021-12-14 18:15:46 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2021-12-14 18:15:46 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-12-14 18:15:46 main:494] : INFO : Creating Model [2021-12-14 18:15:46 main:507] : INFO : Preparing config file [2021-12-14 18:15:46 main:511] : INFO : Found checkpoint, attempting to load... [2021-12-14 18:15:46 main:512] : INFO : Loading config [2021-12-14 18:15:46 main:514] : INFO : Loading state [2021-12-14 18:15:48 main:559] : INFO : Loading DataLoader into Memory [2021-12-14 18:15:48 main:562] : INFO : Starting Training [2021-12-14 18:15:56 main:574] : INFO : Epoch 1825 | loss: 0.0312812 | val_loss: 0.0312136 | Time: 7476.89 ms [2021-12-14 18:16:02 main:574] : INFO : Epoch 1826 | loss: 0.0311899 | val_loss: 0.0311785 | Time: 6752.66 ms [2021-12-14 18:16:09 main:574] : INFO : Epoch 1827 | loss: 0.0311759 | val_loss: 0.0311751 | Time: 6780 ms [2021-12-14 18:16:16 main:574] : INFO : Epoch 1828 | loss: 0.031174 | val_loss: 0.0311717 | Time: 6722.7 ms [2021-12-14 18:16:23 main:574] : INFO : Epoch 1829 | loss: 0.0311716 | val_loss: 0.03117 | Time: 6736.68 ms [2021-12-14 18:16:29 main:574] : INFO : Epoch 1830 | loss: 0.0311694 | val_loss: 0.0311716 | Time: 6758.45 ms [2021-12-14 18:16:36 main:574] : INFO : Epoch 1831 | loss: 0.0311711 | val_loss: 0.0311739 | Time: 6782.07 ms [2021-12-14 18:16:43 main:574] : INFO : Epoch 1832 | loss: 0.0311712 | val_loss: 0.0311755 | Time: 6777.48 ms [2021-12-14 18:16:50 main:574] : INFO : Epoch 1833 | loss: 0.0311683 | val_loss: 0.0311721 | Time: 6757.05 ms [2021-12-14 18:16:57 main:574] : INFO : Epoch 1834 | loss: 0.0311672 | val_loss: 0.0311715 | Time: 6778.26 ms [2021-12-14 18:18:00 main:574] : INFO : Epoch 1835 | loss: 0.0311678 | val_loss: 0.0311715 | Time: 63129.2 ms [2021-12-14 18:18:09 main:574] : INFO : Epoch 1836 | loss: 0.0311682 | val_loss: 0.0311711 | Time: 9102.36 ms [2021-12-14 18:19:17 main:574] : INFO : Epoch 1837 | loss: 0.031167 | val_loss: 0.0311704 | Time: 67688.2 ms [2021-12-14 18:19:24 main:574] : INFO : Epoch 1838 | loss: 0.0311666 | val_loss: 0.0311696 | Time: 6800.81 ms [2021-12-14 18:19:30 main:574] : INFO : Epoch 1839 | loss: 0.0311656 | val_loss: 0.0311706 | Time: 6724.88 ms [2021-12-14 18:19:37 main:574] : INFO : Epoch 1840 | loss: 0.0311655 | val_loss: 0.0311738 | Time: 6767.99 ms [2021-12-14 18:19:44 main:574] : INFO : Epoch 1841 | loss: 0.0311661 | val_loss: 0.0311684 | Time: 6832.47 ms [2021-12-14 18:19:51 main:574] : INFO : Epoch 1842 | loss: 0.031164 | val_loss: 0.0311697 | Time: 6894.14 ms [2021-12-14 18:19:58 main:574] : INFO : Epoch 1843 | loss: 0.0311653 | val_loss: 0.0311688 | Time: 6815.09 ms [2021-12-14 18:20:04 main:574] : INFO : Epoch 1844 | loss: 0.0311649 | val_loss: 0.0311702 | Time: 6831.72 ms [2021-12-14 18:20:11 main:574] : INFO : Epoch 1845 | loss: 0.0311654 | val_loss: 0.031168 | Time: 6804.46 ms [2021-12-14 18:20:18 main:574] : INFO : Epoch 1846 | loss: 0.0311658 | val_loss: 0.0311692 | Time: 6810.52 ms [2021-12-14 18:20:25 main:574] : INFO : Epoch 1847 | loss: 0.0311658 | val_loss: 0.0311674 | Time: 6824.8 ms [2021-12-14 18:20:32 main:574] : INFO : Epoch 1848 | loss: 0.0311646 | val_loss: 0.0311707 | Time: 6802.88 ms [2021-12-14 18:20:39 main:574] : INFO : Epoch 1849 | loss: 0.031164 | val_loss: 0.0311696 | Time: 6817.69 ms [2021-12-14 18:20:45 main:574] : INFO : Epoch 1850 | loss: 0.0311634 | val_loss: 0.0311685 | Time: 6829.46 ms [2021-12-14 18:20:52 main:574] : INFO : Epoch 1851 | loss: 0.0311638 | val_loss: 0.0311682 | Time: 6814.78 ms [2021-12-14 18:20:59 main:574] : INFO : Epoch 1852 | loss: 0.0311621 | val_loss: 0.0311691 | Time: 6814.02 ms [2021-12-14 18:21:06 main:574] : INFO : Epoch 1853 | loss: 0.0311634 | val_loss: 0.0311688 | Time: 6814.17 ms [2021-12-14 18:21:13 main:574] : INFO : Epoch 1854 | loss: 0.0311622 | val_loss: 0.0311684 | Time: 6800.82 ms [2021-12-14 18:21:20 main:574] : INFO : Epoch 1855 | loss: 0.0311629 | val_loss: 0.0311682 | Time: 6815.7 ms [2021-12-14 18:21:26 main:574] : INFO : Epoch 1856 | loss: 0.0311619 | val_loss: 0.0311676 | Time: 6816.47 ms [2021-12-14 18:21:33 main:574] : INFO : Epoch 1857 | loss: 0.0311611 | val_loss: 0.031168 | Time: 6807.29 ms [2021-12-14 18:21:40 main:574] : INFO : Epoch 1858 | loss: 0.03116 | val_loss: 0.0311698 | Time: 6813.57 ms [2021-12-14 18:21:47 main:574] : INFO : Epoch 1859 | loss: 0.0311626 | val_loss: 0.0311777 | Time: 6836.63 ms [2021-12-14 18:21:54 main:574] : INFO : Epoch 1860 | loss: 0.0311696 | val_loss: 0.0311856 | Time: 6810.09 ms [2021-12-14 18:22:01 main:574] : INFO : Epoch 1861 | loss: 0.031166 | val_loss: 0.03117 | Time: 6830.35 ms [2021-12-14 18:24:48 main:574] : INFO : Epoch 1862 | loss: 0.0311612 | val_loss: 0.0311775 | Time: 167072 ms [2021-12-14 18:30:48 main:574] : INFO : Epoch 1863 | loss: 0.0311746 | val_loss: 0.0311733 | Time: 360185 ms [2021-12-14 18:30:55 main:574] : INFO : Epoch 1864 | loss: 0.0311689 | val_loss: 0.0311665 | Time: 7006.08 ms [2021-12-14 18:34:20 main:574] : INFO : Epoch 1865 | loss: 0.0311658 | val_loss: 0.0311645 | Time: 204867 ms [2021-12-14 18:34:37 main:574] : INFO : Epoch 1866 | loss: 0.0311663 | val_loss: 0.0311675 | Time: 16809 ms [2021-12-14 18:34:44 main:574] : INFO : Epoch 1867 | loss: 0.0311643 | val_loss: 0.0311646 | Time: 6915.17 ms [2021-12-14 18:34:51 main:574] : INFO : Epoch 1868 | loss: 0.0311625 | val_loss: 0.0311643 | Time: 6898.68 ms [2021-12-14 18:34:58 main:574] : INFO : Epoch 1869 | loss: 0.0311617 | val_loss: 0.031167 | Time: 6871.88 ms [2021-12-14 18:35:05 main:574] : INFO : Epoch 1870 | loss: 0.0311621 | val_loss: 0.0311649 | Time: 6893.5 ms [2021-12-14 18:35:11 main:574] : INFO : Epoch 1871 | loss: 0.0311618 | val_loss: 0.0311685 | Time: 6845.39 ms [2021-12-14 18:35:18 main:574] : INFO : Epoch 1872 | loss: 0.0311636 | val_loss: 0.0311692 | Time: 6863.13 ms [2021-12-14 18:35:25 main:574] : INFO : Epoch 1873 | loss: 0.0311673 | val_loss: 0.0311701 | Time: 6868.58 ms [2021-12-14 18:35:32 main:574] : INFO : Epoch 1874 | loss: 0.0311712 | val_loss: 0.0311828 | Time: 6856.61 ms [2021-12-14 18:35:49 main:574] : INFO : Epoch 1875 | loss: 0.0311724 | val_loss: 0.031169 | Time: 16817.7 ms [2021-12-14 18:35:56 main:574] : INFO : Epoch 1876 | loss: 0.0311658 | val_loss: 0.0311687 | Time: 6827.44 ms [2021-12-14 18:36:03 main:574] : INFO : Epoch 1877 | loss: 0.0311642 | val_loss: 0.0311674 | Time: 6903.22 ms [2021-12-14 18:36:10 main:574] : INFO : Epoch 1878 | loss: 0.0311652 | val_loss: 0.0311679 | Time: 6881.4 ms [2021-12-14 18:36:17 main:574] : INFO : Epoch 1879 | loss: 0.0311645 | val_loss: 0.0311658 | Time: 6869.13 ms [2021-12-14 18:36:23 main:574] : INFO : Epoch 1880 | loss: 0.0311628 | val_loss: 0.0311689 | Time: 6850.59 ms [2021-12-14 18:36:30 main:574] : INFO : Epoch 1881 | loss: 0.031163 | val_loss: 0.0311652 | Time: 6862.18 ms [2021-12-14 18:36:37 main:574] : INFO : Epoch 1882 | loss: 0.0311623 | val_loss: 0.0311686 | Time: 6849.2 ms [2021-12-14 18:36:44 main:574] : INFO : Epoch 1883 | loss: 0.0311618 | val_loss: 0.0311655 | Time: 6854.3 ms [2021-12-14 18:36:51 main:574] : INFO : Epoch 1884 | loss: 0.0311622 | val_loss: 0.0311666 | Time: 6864.29 ms [2021-12-14 18:36:58 main:574] : INFO : Epoch 1885 | loss: 0.0311628 | val_loss: 0.0311677 | Time: 6853.54 ms [2021-12-14 18:37:05 main:574] : INFO : Epoch 1886 | loss: 0.0311619 | val_loss: 0.0311666 | Time: 6873.92 ms [2021-12-14 18:37:12 main:574] : INFO : Epoch 1887 | loss: 0.0311618 | val_loss: 0.0311662 | Time: 6908.97 ms [2021-12-14 18:37:19 main:574] : INFO : Epoch 1888 | loss: 0.031161 | val_loss: 0.031166 | Time: 6859.41 ms [2021-12-14 18:37:26 main:574] : INFO : Epoch 1889 | loss: 0.0311622 | val_loss: 0.0311657 | Time: 6897.13 ms [2021-12-14 18:37:32 main:574] : INFO : Epoch 1890 | loss: 0.0311626 | val_loss: 0.0311657 | Time: 6837.48 ms [2021-12-14 18:37:39 main:574] : INFO : Epoch 1891 | loss: 0.0311624 | val_loss: 0.0311671 | Time: 6853.36 ms [2021-12-14 18:37:47 main:574] : INFO : Epoch 1892 | loss: 0.0311648 | val_loss: 0.0311656 | Time: 7925.04 ms [2021-12-14 18:38:25 main:574] : INFO : Epoch 1893 | loss: 0.0311635 | val_loss: 0.0311647 | Time: 37346.5 ms [2021-12-14 18:38:32 main:574] : INFO : Epoch 1894 | loss: 0.0311624 | val_loss: 0.0311654 | Time: 6818.34 ms [2021-12-14 18:38:38 main:574] : INFO : Epoch 1895 | loss: 0.0311618 | val_loss: 0.03117 | Time: 6861.34 ms [2021-12-14 18:38:45 main:574] : INFO : Epoch 1896 | loss: 0.0311618 | val_loss: 0.0311666 | Time: 6848.78 ms [2021-12-14 18:38:52 main:574] : INFO : Epoch 1897 | loss: 0.0311636 | val_loss: 0.0311705 | Time: 6846.58 ms [2021-12-14 18:38:59 main:574] : INFO : Epoch 1898 | loss: 0.0311619 | val_loss: 0.0311665 | Time: 6883.52 ms [2021-12-14 18:39:06 main:574] : INFO : Epoch 1899 | loss: 0.0311614 | val_loss: 0.0311651 | Time: 6859.65 ms [2021-12-14 18:39:13 main:574] : INFO : Epoch 1900 | loss: 0.0311624 | val_loss: 0.0311647 | Time: 6848.95 ms [2021-12-14 18:39:20 main:574] : INFO : Epoch 1901 | loss: 0.0311606 | val_loss: 0.0311683 | Time: 6858.56 ms [2021-12-14 18:39:27 main:574] : INFO : Epoch 1902 | loss: 0.0311604 | val_loss: 0.0311655 | Time: 6828.46 ms [2021-12-14 18:40:24 main:574] : INFO : Epoch 1903 | loss: 0.0311591 | val_loss: 0.0311668 | Time: 57336.3 ms [2021-12-14 18:40:31 main:574] : INFO : Epoch 1904 | loss: 0.0311596 | val_loss: 0.0311663 | Time: 6718.91 ms [2021-12-14 18:40:38 main:574] : INFO : Epoch 1905 | loss: 0.03116 | val_loss: 0.0311667 | Time: 6828.51 ms [2021-12-14 18:40:45 main:574] : INFO : Epoch 1906 | loss: 0.031162 | val_loss: 0.0311663 | Time: 6929.08 ms [2021-12-14 18:41:02 main:574] : INFO : Epoch 1907 | loss: 0.0311627 | val_loss: 0.0311667 | Time: 17097.9 ms [2021-12-14 18:41:09 main:574] : INFO : Epoch 1908 | loss: 0.0311626 | val_loss: 0.0311665 | Time: 6898.21 ms [2021-12-14 18:41:16 main:574] : INFO : Epoch 1909 | loss: 0.0311618 | val_loss: 0.031166 | Time: 6864.58 ms [2021-12-14 18:44:44 main:574] : INFO : Epoch 1910 | loss: 0.0311622 | val_loss: 0.0311651 | Time: 208041 ms [2021-12-14 18:44:51 main:574] : INFO : Epoch 1911 | loss: 0.0311637 | val_loss: 0.031178 | Time: 6795.03 ms [2021-12-14 18:44:57 main:574] : INFO : Epoch 1912 | loss: 0.0311664 | val_loss: 0.031167 | Time: 6835.27 ms [2021-12-14 18:45:35 main:574] : INFO : Epoch 1913 | loss: 0.0311612 | val_loss: 0.0311663 | Time: 37420.5 ms [2021-12-14 18:45:42 main:574] : INFO : Epoch 1914 | loss: 0.0311606 | val_loss: 0.0311667 | Time: 6853.08 ms [2021-12-14 18:45:49 main:574] : INFO : Epoch 1915 | loss: 0.0311597 | val_loss: 0.0311644 | Time: 6838.46 ms [2021-12-14 18:46:26 main:574] : INFO : Epoch 1916 | loss: 0.0311632 | val_loss: 0.0311677 | Time: 37409.3 ms [2021-12-14 18:46:53 main:574] : INFO : Epoch 1917 | loss: 0.0311641 | val_loss: 0.0311711 | Time: 27385.6 ms [2021-12-14 18:47:00 main:574] : INFO : Epoch 1918 | loss: 0.0311642 | val_loss: 0.031166 | Time: 6905.67 ms [2021-12-14 18:47:18 main:574] : INFO : Epoch 1919 | loss: 0.0311626 | val_loss: 0.03117 | Time: 17126.1 ms [2021-12-14 18:47:34 main:574] : INFO : Epoch 1920 | loss: 0.0311655 | val_loss: 0.0311721 | Time: 16825.1 ms [2021-12-14 18:47:42 main:574] : INFO : Epoch 1921 | loss: 0.0311687 | val_loss: 0.0311714 | Time: 7749.82 ms [2021-12-14 18:47:49 main:574] : INFO : Epoch 1922 | loss: 0.0311682 | val_loss: 0.0311699 | Time: 6913.1 ms [2021-12-14 18:47:56 main:574] : INFO : Epoch 1923 | loss: 0.0311665 | val_loss: 0.0311698 | Time: 6808.31 ms [2021-12-14 18:48:03 main:574] : INFO : Epoch 1924 | loss: 0.0311652 | val_loss: 0.0311679 | Time: 7325 ms [2021-12-14 18:48:11 main:574] : INFO : Epoch 1925 | loss: 0.0311635 | val_loss: 0.0311693 | Time: 7406.54 ms [2021-12-14 18:48:38 main:574] : INFO : Epoch 1926 | loss: 0.0311631 | val_loss: 0.0311667 | Time: 27204.5 ms [2021-12-14 18:48:45 main:574] : INFO : Epoch 1927 | loss: 0.0311624 | val_loss: 0.0311687 | Time: 6759.71 ms [2021-12-14 18:48:52 main:574] : INFO : Epoch 1928 | loss: 0.0311629 | val_loss: 0.0311663 | Time: 6824.03 ms [2021-12-14 18:48:58 main:574] : INFO : Epoch 1929 | loss: 0.0311638 | val_loss: 0.0311692 | Time: 6801.47 ms [2021-12-14 18:49:05 main:574] : INFO : Epoch 1930 | loss: 0.0311617 | val_loss: 0.0311699 | Time: 6824.19 ms [2021-12-14 18:49:12 main:574] : INFO : Epoch 1931 | loss: 0.0311648 | val_loss: 0.0311696 | Time: 6825.55 ms [2021-12-14 18:49:19 main:574] : INFO : Epoch 1932 | loss: 0.0311623 | val_loss: 0.0311667 | Time: 6808.77 ms [2021-12-14 18:49:26 main:574] : INFO : Epoch 1933 | loss: 0.0311624 | val_loss: 0.0311671 | Time: 6804.69 ms [2021-12-14 18:49:33 main:574] : INFO : Epoch 1934 | loss: 0.0311647 | val_loss: 0.0311692 | Time: 6810.97 ms [2021-12-14 18:49:39 main:574] : INFO : Epoch 1935 | loss: 0.0311648 | val_loss: 0.0311671 | Time: 6797.73 ms [2021-12-14 18:49:46 main:574] : INFO : Epoch 1936 | loss: 0.0311629 | val_loss: 0.031167 | Time: 6793.66 ms [2021-12-14 18:49:53 main:574] : INFO : Epoch 1937 | loss: 0.0311621 | val_loss: 0.0311681 | Time: 6811.02 ms [2021-12-14 18:50:00 main:574] : INFO : Epoch 1938 | loss: 0.0311657 | val_loss: 0.0311701 | Time: 6809.97 ms [2021-12-14 18:50:07 main:574] : INFO : Epoch 1939 | loss: 0.0311642 | val_loss: 0.0311679 | Time: 6818.09 ms [2021-12-14 18:50:14 main:574] : INFO : Epoch 1940 | loss: 0.0311623 | val_loss: 0.0311658 | Time: 6806.86 ms [2021-12-14 18:50:20 main:574] : INFO : Epoch 1941 | loss: 0.0311608 | val_loss: 0.0311642 | Time: 6797.44 ms [2021-12-14 18:50:27 main:574] : INFO : Epoch 1942 | loss: 0.0311593 | val_loss: 0.0311633 | Time: 6809.98 ms [2021-12-14 18:50:34 main:574] : INFO : Epoch 1943 | loss: 0.0311594 | val_loss: 0.0311629 | Time: 6802.95 ms [2021-12-14 18:50:41 main:574] : INFO : Epoch 1944 | loss: 0.0311593 | val_loss: 0.0311663 | Time: 6798.35 ms [2021-12-14 18:50:48 main:574] : INFO : Epoch 1945 | loss: 0.031161 | val_loss: 0.0311654 | Time: 6818.08 ms [2021-12-14 18:50:55 main:574] : INFO : Epoch 1946 | loss: 0.0311592 | val_loss: 0.031164 | Time: 6807.6 ms [2021-12-14 18:51:01 main:574] : INFO : Epoch 1947 | loss: 0.0311584 | val_loss: 0.031164 | Time: 6806.12 ms [2021-12-14 18:51:08 main:574] : INFO : Epoch 1948 | loss: 0.0311598 | val_loss: 0.0311671 | Time: 6800.2 ms [2021-12-14 18:51:15 main:574] : INFO : Epoch 1949 | loss: 0.0311605 | val_loss: 0.0311655 | Time: 6807.39 ms [2021-12-14 18:51:22 main:574] : INFO : Epoch 1950 | loss: 0.0311593 | val_loss: 0.0311638 | Time: 6800.21 ms [2021-12-14 18:51:29 main:574] : INFO : Epoch 1951 | loss: 0.0311598 | val_loss: 0.0311658 | Time: 6820.15 ms [2021-12-14 18:51:36 main:574] : INFO : Epoch 1952 | loss: 0.0311609 | val_loss: 0.0311673 | Time: 6800.9 ms [2021-12-14 18:51:42 main:574] : INFO : Epoch 1953 | loss: 0.0311612 | val_loss: 0.0311662 | Time: 6808.46 ms [2021-12-14 18:51:49 main:574] : INFO : Epoch 1954 | loss: 0.031162 | val_loss: 0.0311656 | Time: 6802.8 ms [2021-12-14 18:51:56 main:574] : INFO : Epoch 1955 | loss: 0.0311617 | val_loss: 0.0311657 | Time: 6821.86 ms [2021-12-14 18:52:03 main:574] : INFO : Epoch 1956 | loss: 0.0311628 | val_loss: 0.0311659 | Time: 6821.55 ms [2021-12-14 18:52:10 main:574] : INFO : Epoch 1957 | loss: 0.031163 | val_loss: 0.0311673 | Time: 6809.13 ms [2021-12-14 18:52:17 main:574] : INFO : Epoch 1958 | loss: 0.0311691 | val_loss: 0.031166 | Time: 6806.08 ms [2021-12-14 18:52:23 main:574] : INFO : Epoch 1959 | loss: 0.0311641 | val_loss: 0.0311654 | Time: 6810.96 ms [2021-12-14 18:52:30 main:574] : INFO : Epoch 1960 | loss: 0.0311622 | val_loss: 0.0311646 | Time: 6802.24 ms [2021-12-14 18:52:37 main:574] : INFO : Epoch 1961 | loss: 0.0311614 | val_loss: 0.0311642 | Time: 6811.31 ms [2021-12-14 18:52:44 main:574] : INFO : Epoch 1962 | loss: 0.0311602 | val_loss: 0.0311661 | Time: 6808.63 ms [2021-12-14 18:52:51 main:574] : INFO : Epoch 1963 | loss: 0.0311601 | val_loss: 0.031163 | Time: 6807.77 ms [2021-12-14 18:52:58 main:574] : INFO : Epoch 1964 | loss: 0.031159 | val_loss: 0.0311642 | Time: 6817.68 ms [2021-12-14 18:53:04 main:574] : INFO : Epoch 1965 | loss: 0.0311598 | val_loss: 0.0311677 | Time: 6830.8 ms [2021-12-14 18:53:12 main:574] : INFO : Epoch 1966 | loss: 0.031159 | val_loss: 0.0311651 | Time: 7215.95 ms [2021-12-14 18:53:50 main:574] : INFO : Epoch 1967 | loss: 0.0311598 | val_loss: 0.0311648 | Time: 37977.4 ms [2021-12-14 18:53:56 main:574] : INFO : Epoch 1968 | loss: 0.0311598 | val_loss: 0.0311652 | Time: 6729.58 ms [2021-12-14 18:54:03 main:574] : INFO : Epoch 1969 | loss: 0.0311597 | val_loss: 0.031164 | Time: 6814.92 ms [2021-12-14 18:54:10 main:574] : INFO : Epoch 1970 | loss: 0.0311603 | val_loss: 0.0311656 | Time: 6802.38 ms [2021-12-14 18:54:17 main:574] : INFO : Epoch 1971 | loss: 0.0311597 | val_loss: 0.0311713 | Time: 6969.24 ms [2021-12-14 18:54:24 main:574] : INFO : Epoch 1972 | loss: 0.0311611 | val_loss: 0.0311645 | Time: 6823.17 ms [2021-12-14 18:54:31 main:574] : INFO : Epoch 1973 | loss: 0.0311609 | val_loss: 0.0311668 | Time: 6816.75 ms [2021-12-14 18:54:38 main:574] : INFO : Epoch 1974 | loss: 0.0311611 | val_loss: 0.0311646 | Time: 6809.4 ms [2021-12-14 18:54:44 main:574] : INFO : Epoch 1975 | loss: 0.0311592 | val_loss: 0.0311638 | Time: 6820.57 ms [2021-12-14 18:54:51 main:574] : INFO : Epoch 1976 | loss: 0.0311579 | val_loss: 0.0311638 | Time: 6805.34 ms [2021-12-14 18:54:58 main:574] : INFO : Epoch 1977 | loss: 0.0311588 | val_loss: 0.0311644 | Time: 6800.32 ms [2021-12-14 18:55:05 main:574] : INFO : Epoch 1978 | loss: 0.0311571 | val_loss: 0.031165 | Time: 6819.74 ms [2021-12-14 18:55:12 main:574] : INFO : Epoch 1979 | loss: 0.0311569 | val_loss: 0.0311639 | Time: 6822.61 ms [2021-12-14 18:55:19 main:574] : INFO : Epoch 1980 | loss: 0.0311559 | val_loss: 0.0311665 | Time: 6797 ms [2021-12-14 18:55:25 main:574] : INFO : Epoch 1981 | loss: 0.0311556 | val_loss: 0.0311652 | Time: 6815.16 ms [2021-12-14 18:55:32 main:574] : INFO : Epoch 1982 | loss: 0.0311575 | val_loss: 0.0311643 | Time: 6808.95 ms [2021-12-14 18:55:39 main:574] : INFO : Epoch 1983 | loss: 0.0311616 | val_loss: 0.0311687 | Time: 6795.79 ms [2021-12-14 18:55:46 main:574] : INFO : Epoch 1984 | loss: 0.0311614 | val_loss: 0.0311658 | Time: 6796.2 ms [2021-12-14 18:55:53 main:574] : INFO : Epoch 1985 | loss: 0.0311585 | val_loss: 0.0311654 | Time: 6796.4 ms [2021-12-14 18:56:00 main:574] : INFO : Epoch 1986 | loss: 0.0311578 | val_loss: 0.0311639 | Time: 6811.4 ms [2021-12-14 18:56:06 main:574] : INFO : Epoch 1987 | loss: 0.0311579 | val_loss: 0.031164 | Time: 6829.45 ms [2021-12-14 18:56:13 main:574] : INFO : Epoch 1988 | loss: 0.0311574 | val_loss: 0.0311636 | Time: 6813.78 ms [2021-12-14 18:56:20 main:574] : INFO : Epoch 1989 | loss: 0.0311573 | val_loss: 0.0311644 | Time: 6818.82 ms [2021-12-14 18:56:27 main:574] : INFO : Epoch 1990 | loss: 0.0311567 | val_loss: 0.0311637 | Time: 6809.49 ms [2021-12-14 18:56:34 main:574] : INFO : Epoch 1991 | loss: 0.0311566 | val_loss: 0.0311638 | Time: 6804.3 ms [2021-12-14 18:56:41 main:574] : INFO : Epoch 1992 | loss: 0.0311571 | val_loss: 0.0311644 | Time: 6813.67 ms [2021-12-14 18:56:47 main:574] : INFO : Epoch 1993 | loss: 0.0311566 | val_loss: 0.0311628 | Time: 6811.52 ms [2021-12-14 18:56:54 main:574] : INFO : Epoch 1994 | loss: 0.0311564 | val_loss: 0.0311647 | Time: 6807.68 ms [2021-12-14 18:57:01 main:574] : INFO : Epoch 1995 | loss: 0.0311544 | val_loss: 0.031163 | Time: 6832.89 ms [2021-12-14 18:57:08 main:574] : INFO : Epoch 1996 | loss: 0.0311553 | val_loss: 0.0311642 | Time: 6815.67 ms [2021-12-14 18:57:15 main:574] : INFO : Epoch 1997 | loss: 0.0311565 | val_loss: 0.0311654 | Time: 6797.63 ms [2021-12-14 18:57:22 main:574] : INFO : Epoch 1998 | loss: 0.0311555 | val_loss: 0.0311656 | Time: 6827.67 ms [2021-12-14 18:57:29 main:574] : INFO : Epoch 1999 | loss: 0.0311554 | val_loss: 0.031164 | Time: 6923.72 ms [2021-12-14 18:57:36 main:574] : INFO : Epoch 2000 | loss: 0.0311576 | val_loss: 0.0311644 | Time: 6818.25 ms [2021-12-14 18:57:42 main:574] : INFO : Epoch 2001 | loss: 0.0311582 | val_loss: 0.0311643 | Time: 6809.32 ms [2021-12-14 18:57:49 main:574] : INFO : Epoch 2002 | loss: 0.0311578 | val_loss: 0.0311681 | Time: 6794.38 ms [2021-12-14 18:57:56 main:574] : INFO : Epoch 2003 | loss: 0.0311596 | val_loss: 0.031168 | Time: 6805.6 ms [2021-12-14 18:58:03 main:574] : INFO : Epoch 2004 | loss: 0.031158 | val_loss: 0.0311626 | Time: 6831.19 ms [2021-12-14 18:58:10 main:574] : INFO : Epoch 2005 | loss: 0.0311568 | val_loss: 0.031167 | Time: 6820.78 ms [2021-12-14 18:58:17 main:574] : INFO : Epoch 2006 | loss: 0.0311561 | val_loss: 0.0311726 | Time: 6821.84 ms [2021-12-14 18:58:23 main:574] : INFO : Epoch 2007 | loss: 0.0311564 | val_loss: 0.0311669 | Time: 6913.25 ms [2021-12-14 18:58:51 main:574] : INFO : Epoch 2008 | loss: 0.0311554 | val_loss: 0.0311675 | Time: 27571.7 ms [2021-12-14 18:58:58 main:574] : INFO : Epoch 2009 | loss: 0.0311542 | val_loss: 0.0311657 | Time: 6739.95 ms [2021-12-14 18:59:05 main:574] : INFO : Epoch 2010 | loss: 0.0311555 | val_loss: 0.0311673 | Time: 6831.68 ms [2021-12-14 18:59:12 main:574] : INFO : Epoch 2011 | loss: 0.0311556 | val_loss: 0.0311658 | Time: 6816.13 ms [2021-12-14 18:59:18 main:574] : INFO : Epoch 2012 | loss: 0.0311549 | val_loss: 0.0311682 | Time: 6806.67 ms [2021-12-14 18:59:25 main:574] : INFO : Epoch 2013 | loss: 0.0311549 | val_loss: 0.0311664 | Time: 6801.11 ms [2021-12-14 18:59:32 main:574] : INFO : Epoch 2014 | loss: 0.0311547 | val_loss: 0.0311665 | Time: 6867.57 ms [2021-12-14 18:59:39 main:574] : INFO : Epoch 2015 | loss: 0.0311544 | val_loss: 0.0311642 | Time: 6848.45 ms [2021-12-14 19:00:26 main:574] : INFO : Epoch 2016 | loss: 0.0311552 | val_loss: 0.0311676 | Time: 47263.4 ms [2021-12-14 19:00:33 main:574] : INFO : Epoch 2017 | loss: 0.031155 | val_loss: 0.0311653 | Time: 6764.38 ms [2021-12-14 19:00:40 main:574] : INFO : Epoch 2018 | loss: 0.03116 | val_loss: 0.0311667 | Time: 6782.67 ms [2021-12-14 19:00:47 main:574] : INFO : Epoch 2019 | loss: 0.0311546 | val_loss: 0.0311642 | Time: 6785.09 ms [2021-12-14 19:00:54 main:574] : INFO : Epoch 2020 | loss: 0.0311545 | val_loss: 0.0311665 | Time: 6835.38 ms [2021-12-14 19:01:00 main:574] : INFO : Epoch 2021 | loss: 0.0311534 | val_loss: 0.0311674 | Time: 6828.53 ms [2021-12-14 19:01:07 main:574] : INFO : Epoch 2022 | loss: 0.0311536 | val_loss: 0.0311678 | Time: 6823.42 ms [2021-12-14 19:01:14 main:574] : INFO : Epoch 2023 | loss: 0.0311551 | val_loss: 0.0311733 | Time: 6805.56 ms [2021-12-14 19:01:21 main:574] : INFO : Epoch 2024 | loss: 0.0311543 | val_loss: 0.0311659 | Time: 6809.41 ms [2021-12-14 19:01:28 main:574] : INFO : Epoch 2025 | loss: 0.0311528 | val_loss: 0.0311653 | Time: 6821.03 ms [2021-12-14 19:01:34 main:574] : INFO : Epoch 2026 | loss: 0.031153 | val_loss: 0.0311631 | Time: 6799.74 ms [2021-12-14 19:01:41 main:574] : INFO : Epoch 2027 | loss: 0.0311537 | val_loss: 0.0311663 | Time: 6837.42 ms [2021-12-14 19:01:48 main:574] : INFO : Epoch 2028 | loss: 0.0311533 | val_loss: 0.0311653 | Time: 6801.16 ms [2021-12-14 19:01:55 main:574] : INFO : Epoch 2029 | loss: 0.0311552 | val_loss: 0.0311753 | Time: 6811.13 ms [2021-12-14 19:02:02 main:574] : INFO : Epoch 2030 | loss: 0.0311574 | val_loss: 0.0311704 | Time: 6812.99 ms [2021-12-14 19:02:09 main:574] : INFO : Epoch 2031 | loss: 0.0311548 | val_loss: 0.0311666 | Time: 6814.88 ms [2021-12-14 19:02:15 main:574] : INFO : Epoch 2032 | loss: 0.0311525 | val_loss: 0.0311689 | Time: 6831.6 ms [2021-12-14 19:02:22 main:574] : INFO : Epoch 2033 | loss: 0.0311523 | val_loss: 0.0311672 | Time: 6817.58 ms [2021-12-14 19:02:29 main:574] : INFO : Epoch 2034 | loss: 0.0311527 | val_loss: 0.0311661 | Time: 6820.94 ms [2021-12-14 19:02:36 main:574] : INFO : Epoch 2035 | loss: 0.0311522 | val_loss: 0.0311667 | Time: 6839.01 ms [2021-12-14 19:02:43 main:574] : INFO : Epoch 2036 | loss: 0.0311515 | val_loss: 0.0311655 | Time: 6800.41 ms [2021-12-14 19:02:50 main:574] : INFO : Epoch 2037 | loss: 0.0311519 | val_loss: 0.031164 | Time: 6820.05 ms [2021-12-14 19:02:56 main:574] : INFO : Epoch 2038 | loss: 0.0311514 | val_loss: 0.0311639 | Time: 6811.54 ms [2021-12-14 19:03:03 main:574] : INFO : Epoch 2039 | loss: 0.0311509 | val_loss: 0.0311654 | Time: 6819.77 ms [2021-12-14 19:03:10 main:574] : INFO : Epoch 2040 | loss: 0.0311516 | val_loss: 0.0311663 | Time: 6808.87 ms [2021-12-14 19:03:17 main:574] : INFO : Epoch 2041 | loss: 0.0311533 | val_loss: 0.0311664 | Time: 6810.52 ms [2021-12-14 19:03:24 main:574] : INFO : Epoch 2042 | loss: 0.0311514 | val_loss: 0.0311662 | Time: 6833.03 ms [2021-12-14 19:03:31 main:574] : INFO : Epoch 2043 | loss: 0.0311533 | val_loss: 0.0311697 | Time: 6893.06 ms [2021-12-14 19:03:38 main:574] : INFO : Epoch 2044 | loss: 0.0311548 | val_loss: 0.0311661 | Time: 6987.45 ms [2021-12-14 19:04:05 main:574] : INFO : Epoch 2045 | loss: 0.0311534 | val_loss: 0.0311663 | Time: 27356.4 ms [2021-12-14 19:04:12 main:574] : INFO : Epoch 2046 | loss: 0.0311534 | val_loss: 0.0311664 | Time: 6742.4 ms [2021-12-14 19:04:19 main:574] : INFO : Epoch 2047 | loss: 0.0311533 | val_loss: 0.0311662 | Time: 6802.69 ms [2021-12-14 19:04:26 main:574] : INFO : Epoch 2048 | loss: 0.0311521 | val_loss: 0.0311669 | Time: 6799.4 ms [2021-12-14 19:04:26 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311669 [2021-12-14 19:04:26 main:603] : INFO : Saving end state to config to file [2021-12-14 19:04:26 main:608] : INFO : Success, exiting.. 19:04:26 (7540): 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)