Task 11609454
| Name | ParityModified-1639946940-1896-3-0_1 |
| Workunit | 8497749 |
| Created | 16 Feb 2022, 18:00:33 UTC |
| Sent | 16 Feb 2022, 20:38:09 UTC |
| Report deadline | 24 Feb 2022, 20:38:09 UTC |
| Received | 22 Feb 2022, 22:09:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6020 |
| Run time | 5 hours 58 min 58 sec |
| CPU time | 5 hours 29 min 52 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,880.96 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 16 20:45:31 main:574] : INFO : Epoch 1573 | loss: 0.0311924 | val_loss: 0.0312021 | Time: 8185.68 ms [2022-02-16 20:45:38 main:574] : INFO : Epoch 1574 | loss: 0.0311919 | val_loss: 0.0312028 | Time: 7724.5 ms [2022-02-16 20:45:46 main:574] : INFO : Epoch 1575 | loss: 0.0311919 | val_loss: 0.031204 | Time: 7842.74 ms [2022-02-16 20:45:55 main:574] : INFO : Epoch 1576 | loss: 0.0311915 | val_loss: 0.0312076 | Time: 8541.19 ms [2022-02-16 20:46:02 main:574] : INFO : Epoch 1577 | loss: 0.0311921 | val_loss: 0.0312025 | Time: 7583.06 ms [2022-02-16 20:46:10 main:574] : INFO : Epoch 1578 | loss: 0.0311905 | val_loss: 0.0312017 | Time: 8062.52 ms [2022-02-16 20:46:18 main:574] : INFO : Epoch 1579 | loss: 0.0311919 | val_loss: 0.0312027 | Time: 8006.36 ms [2022-02-16 20:46:26 main:574] : INFO : Epoch 1580 | loss: 0.0311908 | val_loss: 0.0312043 | Time: 7845.08 ms [2022-02-16 20:46:34 main:574] : INFO : Epoch 1581 | loss: 0.0311958 | val_loss: 0.0312044 | Time: 7861.59 ms [2022-02-16 20:46:42 main:574] : INFO : Epoch 1582 | loss: 0.0311966 | val_loss: 0.0312043 | Time: 8026.65 ms [2022-02-16 20:46:50 main:574] : INFO : Epoch 1583 | loss: 0.0311959 | val_loss: 0.0312035 | Time: 7939.52 ms [2022-02-16 20:46:58 main:574] : INFO : Epoch 1584 | loss: 0.0311964 | val_loss: 0.0312038 | Time: 8105.43 ms [2022-02-16 20:47:06 main:574] : INFO : Epoch 1585 | loss: 0.0311972 | val_loss: 0.031207 | Time: 7932.46 ms [2022-02-16 20:47:14 main:574] : INFO : Epoch 1586 | loss: 0.0311975 | val_loss: 0.0312065 | Time: 8025.84 ms [2022-02-16 20:47:22 main:574] : INFO : Epoch 1587 | loss: 0.0311956 | val_loss: 0.0312049 | Time: 8021.12 ms [2022-02-16 20:47:30 main:574] : INFO : Epoch 1588 | loss: 0.0311945 | val_loss: 0.0312043 | Time: 8185.18 ms [2022-02-16 20:47:39 main:574] : INFO : Epoch 1589 | loss: 0.0311961 | val_loss: 0.0312069 | Time: 8143.37 ms [2022-02-16 20:47:47 main:574] : INFO : Epoch 1590 | loss: 0.0311963 | val_loss: 0.0312042 | Time: 8248.17 ms [2022-02-16 20:47:56 main:574] : INFO : Epoch 1591 | loss: 0.0311963 | val_loss: 0.0312028 | Time: 9040.53 ms [2022-02-16 20:48:04 main:574] : INFO : Epoch 1592 | loss: 0.0311943 | val_loss: 0.031202 | Time: 8290.39 ms [2022-02-16 20:48:12 main:574] : INFO : Epoch 1593 | loss: 0.0311955 | val_loss: 0.0312051 | Time: 7917.48 ms [2022-02-16 20:48:20 main:574] : INFO : Epoch 1594 | loss: 0.0311947 | val_loss: 0.0312038 | Time: 8258.55 ms [2022-02-16 20:48:28 main:574] : INFO : Epoch 1595 | loss: 0.0311941 | val_loss: 0.0312065 | Time: 7967.28 ms [2022-02-16 20:48:37 main:574] : INFO : Epoch 1596 | loss: 0.0311946 | val_loss: 0.0312052 | Time: 8094.82 ms [2022-02-16 20:48:45 main:574] : INFO : Epoch 1597 | loss: 0.0311958 | val_loss: 0.0312268 | Time: 8049.22 ms [2022-02-16 20:48:53 main:574] : INFO : Epoch 1598 | loss: 0.0312331 | val_loss: 0.0314549 | Time: 8187.9 ms [2022-02-16 20:49:01 main:574] : INFO : Epoch 1599 | loss: 0.0322161 | val_loss: 0.0325391 | Time: 8221.62 ms [2022-02-16 20:49:09 main:574] : INFO : Epoch 1600 | loss: 0.03235 | val_loss: 0.0316524 | Time: 8384.03 ms [2022-02-16 20:49:17 main:574] : INFO : Epoch 1601 | loss: 0.0314177 | val_loss: 0.0312676 | Time: 7918.84 ms [2022-02-16 20:49:25 main:574] : INFO : Epoch 1602 | loss: 0.0312468 | val_loss: 0.0312294 | Time: 8076.39 ms [2022-02-16 20:49:34 main:574] : INFO : Epoch 1603 | loss: 0.0312098 | val_loss: 0.031215 | Time: 8109.96 ms [2022-02-16 20:49:42 main:574] : INFO : Epoch 1604 | loss: 0.0312034 | val_loss: 0.0312088 | Time: 7920.98 ms [2022-02-16 20:49:49 main:574] : INFO : Epoch 1605 | loss: 0.0311988 | val_loss: 0.0312086 | Time: 7824.23 ms [2022-02-16 20:49:57 main:574] : INFO : Epoch 1606 | loss: 0.0312 | val_loss: 0.0312076 | Time: 8036.08 ms [2022-02-16 20:50:05 main:574] : INFO : Epoch 1607 | loss: 0.0311987 | val_loss: 0.0312061 | Time: 8046.04 ms [2022-02-16 20:50:14 main:574] : INFO : Epoch 1608 | loss: 0.0311979 | val_loss: 0.031206 | Time: 8193.43 ms [2022-02-16 20:50:22 main:574] : INFO : Epoch 1609 | loss: 0.0311974 | val_loss: 0.0312049 | Time: 8086.49 ms [2022-02-16 20:50:30 main:574] : INFO : Epoch 1610 | loss: 0.0311961 | val_loss: 0.0312054 | Time: 8262.81 ms [2022-02-16 20:50:38 main:574] : INFO : Epoch 1611 | loss: 0.0311958 | val_loss: 0.0312056 | Time: 8049.8 ms [2022-02-16 20:50:46 main:574] : INFO : Epoch 1612 | loss: 0.0311957 | val_loss: 0.0312064 | Time: 8161.68 ms [2022-02-16 20:50:54 main:574] : INFO : Epoch 1613 | loss: 0.0311965 | val_loss: 0.0312073 | Time: 8150.8 ms [2022-02-16 20:51:02 main:574] : INFO : Epoch 1614 | loss: 0.0311958 | val_loss: 0.0312072 | Time: 7904.58 ms [2022-02-16 20:51:11 main:574] : INFO : Epoch 1615 | loss: 0.0311953 | val_loss: 0.0312093 | Time: 8290.19 ms [2022-02-16 20:51:19 main:574] : INFO : Epoch 1616 | loss: 0.031198 | val_loss: 0.0312069 | Time: 8134.2 ms [2022-02-16 20:51:27 main:574] : INFO : Epoch 1617 | loss: 0.0311984 | val_loss: 0.0312073 | Time: 7962.92 ms [2022-02-16 20:51:35 main:574] : INFO : Epoch 1618 | loss: 0.0311974 | val_loss: 0.0312066 | Time: 8099.73 ms [2022-02-16 20:51:43 main:574] : INFO : Epoch 1619 | loss: 0.0311973 | val_loss: 0.0312062 | Time: 8424.23 ms [2022-02-16 20:51:51 main:574] : INFO : Epoch 1620 | loss: 0.031197 | val_loss: 0.0312067 | Time: 7832.5 ms [2022-02-16 20:52:00 main:574] : INFO : Epoch 1621 | loss: 0.031196 | val_loss: 0.0312044 | Time: 8492.75 ms [2022-02-16 20:52:08 main:574] : INFO : Epoch 1622 | loss: 0.0311952 | val_loss: 0.0312046 | Time: 8084.43 ms [2022-02-16 20:52:16 main:574] : INFO : Epoch 1623 | loss: 0.0311945 | val_loss: 0.0312057 | Time: 8139.14 ms [2022-02-16 20:52:24 main:574] : INFO : Epoch 1624 | loss: 0.0311963 | val_loss: 0.0312048 | Time: 7789.38 ms [2022-02-16 20:52:32 main:574] : INFO : Epoch 1625 | loss: 0.0311953 | val_loss: 0.0312056 | Time: 8183.1 ms [2022-02-16 20:52:40 main:574] : INFO : Epoch 1626 | loss: 0.0311955 | val_loss: 0.0312073 | Time: 7896.85 ms [2022-02-16 20:52:48 main:574] : INFO : Epoch 1627 | loss: 0.0311959 | val_loss: 0.0312062 | Time: 8195.35 ms [2022-02-16 20:52:57 main:574] : INFO : Epoch 1628 | loss: 0.031195 | val_loss: 0.0312066 | Time: 8447.59 ms [2022-02-16 20:53:05 main:574] : INFO : Epoch 1629 | loss: 0.0311954 | val_loss: 0.0312059 | Time: 8460.49 ms [2022-02-16 20:53:13 main:574] : INFO : Epoch 1630 | loss: 0.0311967 | val_loss: 0.0312029 | Time: 8229.88 ms [2022-02-16 20:53:22 main:574] : INFO : Epoch 1631 | loss: 0.0311958 | val_loss: 0.0312023 | Time: 8296.18 ms [2022-02-16 20:53:30 main:574] : INFO : Epoch 1632 | loss: 0.0311945 | val_loss: 0.0312029 | Time: 8279.01 ms [2022-02-16 20:53:38 main:574] : INFO : Epoch 1633 | loss: 0.0311938 | val_loss: 0.0312048 | Time: 8067.9 ms [2022-02-16 20:53:46 main:574] : INFO : Epoch 1634 | loss: 0.0311932 | val_loss: 0.0312026 | Time: 7917.36 ms [2022-02-16 20:53:54 main:574] : INFO : Epoch 1635 | loss: 0.0311928 | val_loss: 0.0312029 | Time: 8035.57 ms [2022-02-16 20:54:02 main:574] : INFO : Epoch 1636 | loss: 0.0311928 | val_loss: 0.0312026 | Time: 8107.51 ms [2022-02-16 20:54:10 main:574] : INFO : Epoch 1637 | loss: 0.0311923 | val_loss: 0.0312015 | Time: 7910.46 ms [2022-02-16 20:54:18 main:574] : INFO : Epoch 1638 | loss: 0.0311917 | val_loss: 0.0312017 | Time: 8075.92 ms [2022-02-16 20:54:26 main:574] : INFO : Epoch 1639 | loss: 0.0311915 | val_loss: 0.0312004 | Time: 8136.79 ms [2022-02-16 20:54:34 main:574] : INFO : Epoch 1640 | loss: 0.0311915 | val_loss: 0.0312027 | Time: 7990.07 ms [2022-02-16 20:54:42 main:574] : INFO : Epoch 1641 | loss: 0.0311919 | val_loss: 0.0312007 | Time: 7989.03 ms [2022-02-16 20:54:50 main:574] : INFO : Epoch 1642 | loss: 0.0311907 | val_loss: 0.0312015 | Time: 8051.01 ms [2022-02-16 20:54:58 main:574] : INFO : Epoch 1643 | loss: 0.0311916 | val_loss: 0.0311997 | Time: 8086.14 ms [2022-02-16 20:55:06 main:574] : INFO : Epoch 1644 | loss: 0.0311907 | val_loss: 0.0312 | Time: 8147.01 ms [2022-02-16 20:55:14 main:574] : INFO : Epoch 1645 | loss: 0.031191 | val_loss: 0.0312007 | Time: 7898.85 ms [2022-02-16 20:55:22 main:574] : INFO : Epoch 1646 | loss: 0.0311913 | val_loss: 0.0312003 | Time: 8044.77 ms [2022-02-16 20:55:31 main:574] : INFO : Epoch 1647 | loss: 0.0311906 | val_loss: 0.0312022 | Time: 8077.55 ms [2022-02-16 20:55:39 main:574] : INFO : Epoch 1648 | loss: 0.0311914 | val_loss: 0.0312022 | Time: 8081.49 ms [2022-02-16 20:55:47 main:574] : INFO : Epoch 1649 | loss: 0.0311928 | val_loss: 0.0312002 | Time: 8092.3 ms [2022-02-16 20:55:55 main:574] : INFO : Epoch 1650 | loss: 0.0311924 | val_loss: 0.0311993 | Time: 7981.35 ms [2022-02-16 20:56:03 main:574] : INFO : Epoch 1651 | loss: 0.0311924 | val_loss: 0.0312003 | Time: 7854.49 ms [2022-02-16 20:56:11 main:574] : INFO : Epoch 1652 | loss: 0.0311907 | val_loss: 0.0311997 | Time: 8383.9 ms [2022-02-16 20:56:19 main:574] : INFO : Epoch 1653 | loss: 0.0311913 | val_loss: 0.0312031 | Time: 8080.91 ms [2022-02-16 20:56:27 main:574] : INFO : Epoch 1654 | loss: 0.0311918 | val_loss: 0.031199 | Time: 7921.17 ms [2022-02-16 20:56:35 main:574] : INFO : Epoch 1655 | loss: 0.0311901 | val_loss: 0.0311992 | Time: 8188.52 ms [2022-02-16 20:56:43 main:574] : INFO : Epoch 1656 | loss: 0.0311906 | val_loss: 0.0312018 | Time: 8170.34 ms [2022-02-16 20:56:52 main:574] : INFO : Epoch 1657 | loss: 0.0311919 | val_loss: 0.0311978 | Time: 8069.19 ms [2022-02-16 20:57:00 main:574] : INFO : Epoch 1658 | loss: 0.0311913 | val_loss: 0.0311995 | Time: 8135.88 ms [2022-02-16 20:57:08 main:574] : INFO : Epoch 1659 | loss: 0.0311926 | val_loss: 0.0312024 | Time: 8054.78 ms [2022-02-16 20:57:16 main:574] : INFO : Epoch 1660 | loss: 0.0311916 | val_loss: 0.0311971 | Time: 7866.16 ms [2022-02-16 20:57:24 main:574] : INFO : Epoch 1661 | loss: 0.0311916 | val_loss: 0.031197 | Time: 8345.68 ms [2022-02-16 20:57:32 main:574] : INFO : Epoch 1662 | loss: 0.0311908 | val_loss: 0.0311956 | Time: 8137.44 ms [2022-02-16 20:57:40 main:574] : INFO : Epoch 1663 | loss: 0.0311912 | val_loss: 0.031197 | Time: 8140.26 ms [2022-02-16 20:57:49 main:574] : INFO : Epoch 1664 | loss: 0.0311912 | val_loss: 0.0311966 | Time: 8782.56 ms [2022-02-16 20:57:57 main:574] : INFO : Epoch 1665 | loss: 0.0311911 | val_loss: 0.0311959 | Time: 7813.1 ms [2022-02-16 20:58:05 main:574] : INFO : Epoch 1666 | loss: 0.0311906 | val_loss: 0.0311981 | Time: 7984.23 ms [2022-02-16 20:58:13 main:574] : INFO : Epoch 1667 | loss: 0.0311896 | val_loss: 0.0311967 | Time: 8005.22 ms [2022-02-16 20:58:21 main:574] : INFO : Epoch 1668 | loss: 0.0311887 | val_loss: 0.0311973 | Time: 8001.98 ms [2022-02-16 20:58:29 main:574] : INFO : Epoch 1669 | loss: 0.0311893 | val_loss: 0.0311969 | Time: 8307.67 ms [2022-02-16 20:58:38 main:574] : INFO : Epoch 1670 | loss: 0.0311889 | val_loss: 0.0311979 | Time: 8309.61 ms [2022-02-16 20:58:46 main:574] : INFO : Epoch 1671 | loss: 0.0311912 | val_loss: 0.0311979 | Time: 8218.17 ms [2022-02-16 20:58:54 main:574] : INFO : Epoch 1672 | loss: 0.0311905 | val_loss: 0.0311982 | Time: 8242.83 ms [2022-02-16 20:59:02 main:574] : INFO : Epoch 1673 | loss: 0.0311897 | val_loss: 0.0312021 | Time: 8305.1 ms [2022-02-16 20:59:11 main:574] : INFO : Epoch 1674 | loss: 0.031189 | val_loss: 0.0311988 | Time: 8192.5 ms [2022-02-16 20:59:19 main:574] : INFO : Epoch 1675 | loss: 0.0311893 | val_loss: 0.0311979 | Time: 8282.73 ms [2022-02-16 20:59:27 main:574] : INFO : Epoch 1676 | loss: 0.0311914 | val_loss: 0.0311962 | Time: 8393.78 ms [2022-02-16 20:59:36 main:574] : INFO : Epoch 1677 | loss: 0.0311887 | val_loss: 0.0311966 | Time: 8409.24 ms [2022-02-16 20:59:44 main:574] : INFO : Epoch 1678 | loss: 0.031189 | val_loss: 0.0311952 | Time: 8342.77 ms [2022-02-16 20:59:52 main:574] : INFO : Epoch 1679 | loss: 0.0311877 | val_loss: 0.0311985 | Time: 8284.43 ms [2022-02-16 21:00:01 main:574] : INFO : Epoch 1680 | loss: 0.031188 | val_loss: 0.0311952 | Time: 8113.34 ms [2022-02-16 21:00:09 main:574] : INFO : Epoch 1681 | loss: 0.0311868 | val_loss: 0.0311964 | Time: 8038.73 ms [2022-02-16 21:00:17 main:574] : INFO : Epoch 1682 | loss: 0.0311865 | val_loss: 0.0311971 | Time: 8349.24 ms [2022-02-16 21:00:25 main:574] : INFO : Epoch 1683 | loss: 0.0311874 | val_loss: 0.0311964 | Time: 8073.01 ms [2022-02-16 21:00:33 main:574] : INFO : Epoch 1684 | loss: 0.0311872 | val_loss: 0.0311965 | Time: 8003.4 ms [2022-02-16 21:00:41 main:574] : INFO : Epoch 1685 | loss: 0.0311876 | val_loss: 0.0311962 | Time: 8177.13 ms [2022-02-16 21:00:49 main:574] : INFO : Epoch 1686 | loss: 0.031187 | val_loss: 0.0311978 | Time: 8171.07 ms [2022-02-16 21:00:58 main:574] : INFO : Epoch 1687 | loss: 0.0311896 | val_loss: 0.0311971 | Time: 8094.26 ms [2022-02-16 21:01:06 main:574] : INFO : Epoch 1688 | loss: 0.0311881 | val_loss: 0.0311951 | Time: 8082.67 ms [2022-02-16 21:01:14 main:574] : INFO : Epoch 1689 | loss: 0.0311869 | val_loss: 0.0311956 | Time: 8033.13 ms [2022-02-16 21:01:22 main:574] : INFO : Epoch 1690 | loss: 0.0311871 | val_loss: 0.0311958 | Time: 8040.78 ms [2022-02-16 21:01:30 main:574] : INFO : Epoch 1691 | loss: 0.0311858 | val_loss: 0.0311942 | Time: 7966.88 ms [2022-02-16 21:01:38 main:574] : INFO : Epoch 1692 | loss: 0.0311864 | val_loss: 0.0311957 | Time: 8159.36 ms [2022-02-16 21:01:46 main:574] : INFO : Epoch 1693 | loss: 0.0311856 | val_loss: 0.0311934 | Time: 8110.08 ms [2022-02-16 21:01:54 main:574] : INFO : Epoch 1694 | loss: 0.0311856 | val_loss: 0.0311934 | Time: 8046.26 ms [2022-02-16 21:02:02 main:574] : INFO : Epoch 1695 | loss: 0.0311862 | val_loss: 0.0311963 | Time: 8337.41 ms [2022-02-16 21:02:11 main:574] : INFO : Epoch 1696 | loss: 0.0311873 | val_loss: 0.0311954 | Time: 8194.25 ms [2022-02-16 21:02:19 main:574] : INFO : Epoch 1697 | loss: 0.0311856 | val_loss: 0.0311936 | Time: 8461.86 ms [2022-02-16 21:02:28 main:574] : INFO : Epoch 1698 | loss: 0.0311864 | val_loss: 0.0311953 | Time: 8596.94 ms [2022-02-16 21:02:36 main:574] : INFO : Epoch 1699 | loss: 0.0311861 | val_loss: 0.0311946 | Time: 8222.25 ms [2022-02-16 21:02:44 main:574] : INFO : Epoch 1700 | loss: 0.0311857 | val_loss: 0.0311949 | Time: 7990.94 ms [2022-02-16 21:02:52 main:574] : INFO : Epoch 1701 | loss: 0.0311869 | val_loss: 0.0311971 | Time: 8288.48 ms [2022-02-16 21:03:00 main:574] : INFO : Epoch 1702 | loss: 0.0311895 | val_loss: 0.0311977 | Time: 8041.16 ms [2022-02-16 21:03:08 main:574] : INFO : Epoch 1703 | loss: 0.0311897 | val_loss: 0.0311961 | Time: 8130.77 ms [2022-02-16 21:03:17 main:574] : INFO : Epoch 1704 | loss: 0.0311873 | val_loss: 0.0311956 | Time: 8027.27 ms [2022-02-16 21:03:25 main:574] : INFO : Epoch 1705 | loss: 0.0311865 | val_loss: 0.0311985 | Time: 8045.69 ms [2022-02-16 21:03:33 main:574] : INFO : Epoch 1706 | loss: 0.0311868 | val_loss: 0.0311959 | Time: 8346.86 ms [2022-02-16 21:03:42 main:574] : INFO : Epoch 1707 | loss: 0.0311863 | val_loss: 0.0311972 | Time: 8751.52 ms [2022-02-16 21:03:50 main:574] : INFO : Epoch 1708 | loss: 0.0311869 | val_loss: 0.0311957 | Time: 8641.8 ms [2022-02-16 21:03:58 main:574] : INFO : Epoch 1709 | loss: 0.0311861 | val_loss: 0.0311947 | Time: 7960.37 ms [2022-02-16 21:04:06 main:574] : INFO : Epoch 1710 | loss: 0.0311877 | val_loss: 0.0311953 | Time: 8136.09 ms [2022-02-16 21:04:15 main:574] : INFO : Epoch 1711 | loss: 0.031186 | val_loss: 0.031197 | Time: 8189.58 ms [2022-02-16 21:04:23 main:574] : INFO : Epoch 1712 | loss: 0.0311855 | val_loss: 0.0311931 | Time: 8155.69 ms [2022-02-16 21:04:31 main:574] : INFO : Epoch 1713 | loss: 0.0311853 | val_loss: 0.031194 | Time: 8562.03 ms [2022-02-16 21:04:40 main:574] : INFO : Epoch 1714 | loss: 0.0311852 | val_loss: 0.0311941 | Time: 8374.93 ms [2022-02-16 21:04:49 main:574] : INFO : Epoch 1715 | loss: 0.0311849 | val_loss: 0.031193 | Time: 8814.8 ms [2022-02-16 21:04:57 main:574] : INFO : Epoch 1716 | loss: 0.0311859 | val_loss: 0.0311934 | Time: 8229.54 ms [2022-02-16 21:05:05 main:574] : INFO : Epoch 1717 | loss: 0.0311857 | val_loss: 0.0311935 | Time: 8016.16 ms [2022-02-16 21:05:13 main:574] : INFO : Epoch 1718 | loss: 0.0311855 | val_loss: 0.0311934 | Time: 8251.19 ms [2022-02-16 21:05:22 main:574] : INFO : Epoch 1719 | loss: 0.0311852 | val_loss: 0.0311925 | Time: 8536.2 ms [2022-02-16 21:05:30 main:574] : INFO : Epoch 1720 | loss: 0.0311866 | val_loss: 0.0311952 | Time: 7954.55 ms [2022-02-16 21:05:38 main:574] : INFO : Epoch 1721 | loss: 0.0311864 | val_loss: 0.0311959 | Time: 8066.1 ms [2022-02-16 21:05:46 main:574] : INFO : Epoch 1722 | loss: 0.0311854 | val_loss: 0.031193 | Time: 8127.19 ms [2022-02-16 21:05:54 main:574] : INFO : Epoch 1723 | loss: 0.0311882 | val_loss: 0.0311976 | Time: 8293.95 ms [2022-02-16 21:06:03 main:574] : INFO : Epoch 1724 | loss: 0.0311905 | val_loss: 0.0311953 | Time: 8590.03 ms [2022-02-16 21:06:11 main:574] : INFO : Epoch 1725 | loss: 0.031188 | val_loss: 0.0311971 | Time: 7717.71 ms [2022-02-16 21:06:18 main:574] : INFO : Epoch 1726 | loss: 0.0311882 | val_loss: 0.0311946 | Time: 7839.89 ms [2022-02-16 21:06:27 main:574] : INFO : Epoch 1727 | loss: 0.0311875 | val_loss: 0.0311932 | Time: 8289.35 ms [2022-02-16 21:06:36 main:574] : INFO : Epoch 1728 | loss: 0.0311896 | val_loss: 0.031194 | Time: 8868.17 ms [2022-02-16 21:06:44 main:574] : INFO : Epoch 1729 | loss: 0.0311894 | val_loss: 0.0311916 | Time: 8005.81 ms [2022-02-16 21:06:52 main:574] : INFO : Epoch 1730 | loss: 0.031187 | val_loss: 0.0311905 | Time: 8420.87 ms [2022-02-16 21:07:01 main:574] : INFO : Epoch 1731 | loss: 0.0311861 | val_loss: 0.0311902 | Time: 8470.65 ms [2022-02-16 21:07:09 main:574] : INFO : Epoch 1732 | loss: 0.0311862 | val_loss: 0.0311906 | Time: 8033.45 ms [2022-02-16 21:07:17 main:574] : INFO : Epoch 1733 | loss: 0.0311861 | val_loss: 0.0311924 | Time: 8301.48 ms [2022-02-16 21:07:25 main:574] : INFO : Epoch 1734 | loss: 0.0311856 | val_loss: 0.0311916 | Time: 8114.48 ms [2022-02-16 21:07:33 main:574] : INFO : Epoch 1735 | loss: 0.0311851 | val_loss: 0.0311916 | Time: 7986.39 ms [2022-02-16 21:07:41 main:574] : INFO : Epoch 1736 | loss: 0.0311848 | val_loss: 0.0311915 | Time: 8166.61 ms [2022-02-16 21:07:49 main:574] : INFO : Epoch 1737 | loss: 0.031184 | val_loss: 0.0311911 | Time: 8029.82 ms [2022-02-16 21:07:58 main:574] : INFO : Epoch 1738 | loss: 0.0311843 | val_loss: 0.0311908 | Time: 8454.69 ms [2022-02-16 21:08:06 main:574] : INFO : Epoch 1739 | loss: 0.0311869 | val_loss: 0.0311966 | Time: 8582.3 ms [2022-02-16 21:08:15 main:574] : INFO : Epoch 1740 | loss: 0.0311871 | val_loss: 0.0311908 | Time: 8425.68 ms [2022-02-16 21:08:23 main:574] : INFO : Epoch 1741 | loss: 0.0311849 | val_loss: 0.0311909 | Time: 8228.29 ms [2022-02-16 21:08:32 main:574] : INFO : Epoch 1742 | loss: 0.0311838 | val_loss: 0.0311915 | Time: 8622 ms [2022-02-16 21:08:40 main:574] : INFO : Epoch 1743 | loss: 0.0311836 | val_loss: 0.0311903 | Time: 8081.26 ms [2022-02-16 21:08:48 main:574] : INFO : Epoch 1744 | loss: 0.0311828 | val_loss: 0.0311898 | Time: 8370.61 ms [2022-02-16 21:08:56 main:574] : INFO : Epoch 1745 | loss: 0.0311835 | val_loss: 0.0311915 | Time: 8219.13 ms [2022-02-16 21:09:04 main:574] : INFO : Epoch 1746 | loss: 0.0311833 | val_loss: 0.0311922 | Time: 7959.12 ms [2022-02-16 21:09:12 main:574] : INFO : Epoch 1747 | loss: 0.0311813 | val_loss: 0.031189 | Time: 7909.08 ms [2022-02-16 21:09:20 main:574] : INFO : Epoch 1748 | loss: 0.0311819 | val_loss: 0.0311897 | Time: 8003.14 ms [2022-02-16 21:09:28 main:574] : INFO : Epoch 1749 | loss: 0.0311822 | val_loss: 0.0311901 | Time: 8059.74 ms [2022-02-16 21:09:37 main:574] : INFO : Epoch 1750 | loss: 0.0311812 | val_loss: 0.0311898 | Time: 8450.38 ms [2022-02-16 21:09:45 main:574] : INFO : Epoch 1751 | loss: 0.0311812 | val_loss: 0.03119 | Time: 8073.65 ms [2022-02-16 21:09:54 main:574] : INFO : Epoch 1752 | loss: 0.031181 | val_loss: 0.0311892 | Time: 8746.84 ms [2022-02-16 21:10:02 main:574] : INFO : Epoch 1753 | loss: 0.0311805 | val_loss: 0.0311899 | Time: 8162.28 ms [2022-02-16 21:10:10 main:574] : INFO : Epoch 1754 | loss: 0.031182 | val_loss: 0.0311926 | Time: 8419.52 ms [2022-02-16 21:10:18 main:574] : INFO : Epoch 1755 | loss: 0.0311817 | val_loss: 0.0311909 | Time: 7997.19 ms [2022-02-16 21:10:27 main:574] : INFO : Epoch 1756 | loss: 0.0311811 | val_loss: 0.0311898 | Time: 8322.51 ms [2022-02-16 21:10:35 main:574] : INFO : Epoch 1757 | loss: 0.0311807 | val_loss: 0.0311919 | Time: 8449.82 ms [2022-02-16 21:10:43 main:574] : INFO : Epoch 1758 | loss: 0.0311826 | val_loss: 0.0311908 | Time: 8017.58 ms [2022-02-16 21:10:51 main:574] : INFO : Epoch 1759 | loss: 0.0311833 | val_loss: 0.0311904 | Time: 8051.77 ms [2022-02-16 21:10:59 main:574] : INFO : Epoch 1760 | loss: 0.0311831 | val_loss: 0.0311884 | Time: 8267.55 ms [2022-02-16 21:11:08 main:574] : INFO : Epoch 1761 | loss: 0.0311826 | val_loss: 0.0311913 | Time: 8397.43 ms [2022-02-16 21:11:16 main:574] : INFO : Epoch 1762 | loss: 0.0311822 | val_loss: 0.0311904 | Time: 7895.6 ms [2022-02-16 21:11:24 main:574] : INFO : Epoch 1763 | loss: 0.0311806 | val_loss: 0.0311909 | Time: 8435.7 ms [2022-02-16 21:11:33 main:574] : INFO : Epoch 1764 | loss: 0.0311808 | val_loss: 0.0311909 | Time: 8596.87 ms [2022-02-16 21:11:41 main:574] : INFO : Epoch 1765 | loss: 0.0311797 | val_loss: 0.0311901 | Time: 8192.69 ms [2022-02-16 21:11:49 main:574] : INFO : Epoch 1766 | loss: 0.0311792 | val_loss: 0.0311889 | Time: 8240.18 ms [2022-02-16 21:11:57 main:574] : INFO : Epoch 1767 | loss: 0.0311788 | val_loss: 0.0311923 | Time: 7944.34 ms [2022-02-16 21:12:05 main:574] : INFO : Epoch 1768 | loss: 0.0311791 | val_loss: 0.0311896 | Time: 8075.93 ms [2022-02-16 21:12:13 main:574] : INFO : Epoch 1769 | loss: 0.0311786 | val_loss: 0.0311888 | Time: 8125.24 ms [2022-02-16 21:12:22 main:574] : INFO : Epoch 1770 | loss: 0.0311795 | val_loss: 0.0311885 | Time: 8156.84 ms [2022-02-16 21:12:30 main:574] : INFO : Epoch 1771 | loss: 0.0311808 | val_loss: 0.0311884 | Time: 7989.63 ms [2022-02-16 21:12:38 main:574] : INFO : Epoch 1772 | loss: 0.0311796 | val_loss: 0.0311907 | Time: 8113.14 ms [2022-02-16 21:12:46 main:574] : INFO : Epoch 1773 | loss: 0.0311831 | val_loss: 0.0311938 | Time: 8104.59 ms [2022-02-16 21:12:54 main:574] : INFO : Epoch 1774 | loss: 0.0311855 | val_loss: 0.0311918 | Time: 8096.78 ms [2022-02-16 21:13:02 main:574] : INFO : Epoch 1775 | loss: 0.0311855 | val_loss: 0.0311906 | Time: 8195.88 ms [2022-02-16 21:13:10 main:574] : INFO : Epoch 1776 | loss: 0.0311844 | val_loss: 0.0311901 | Time: 8040.9 ms [2022-02-16 21:13:18 main:574] : INFO : Epoch 1777 | loss: 0.0311829 | val_loss: 0.0311892 | Time: 8230.92 ms [2022-02-16 21:13:27 main:574] : INFO : Epoch 1778 | loss: 0.0311823 | val_loss: 0.0311896 | Time: 8425.04 ms [2022-02-16 21:13:36 main:574] : INFO : Epoch 1779 | loss: 0.0311852 | val_loss: 0.0311885 | Time: 9047.04 ms [2022-02-16 21:13:44 main:574] : INFO : Epoch 1780 | loss: 0.031186 | val_loss: 0.0311919 | Time: 8507.84 ms [2022-02-16 21:13:53 main:574] : INFO : Epoch 1781 | loss: 0.0311811 | val_loss: 0.031189 | Time: 8440.46 ms [2022-02-16 21:14:01 main:574] : INFO : Epoch 1782 | loss: 0.0311811 | val_loss: 0.0311882 | Time: 7996.4 ms [2022-02-16 21:14:09 main:574] : INFO : Epoch 1783 | loss: 0.0311809 | val_loss: 0.0311884 | Time: 8411.33 ms [2022-02-16 21:14:17 main:574] : INFO : Epoch 1784 | loss: 0.0311815 | val_loss: 0.0311888 | Time: 8104.21 ms [2022-02-16 21:14:25 main:574] : INFO : Epoch 1785 | loss: 0.0311838 | val_loss: 0.0311946 | Time: 7716.59 ms [2022-02-16 21:14:34 main:574] : INFO : Epoch 1786 | loss: 0.0311823 | val_loss: 0.0311886 | Time: 8507.28 ms [2022-02-16 21:14:42 main:574] : INFO : Epoch 1787 | loss: 0.0311815 | val_loss: 0.0311886 | Time: 8536.3 ms [2022-02-16 21:14:50 main:574] : INFO : Epoch 1788 | loss: 0.0311826 | val_loss: 0.0311894 | Time: 8060.77 ms [2022-02-16 21:14:59 main:574] : INFO : Epoch 1789 | loss: 0.0311818 | val_loss: 0.0311874 | Time: 8403.66 ms [2022-02-16 21:15:07 main:574] : INFO : Epoch 1790 | loss: 0.0311816 | val_loss: 0.0311849 | Time: 8485.96 ms [2022-02-16 21:15:25 main:574] : INFO : Epoch 1791 | loss: 0.0311812 | val_loss: 0.0311861 | Time: 18166.1 ms [2022-02-16 21:15:50 main:574] : INFO : Epoch 1792 | loss: 0.0311812 | val_loss: 0.031186 | Time: 24597.7 ms [2022-02-16 21:16:15 main:574] : INFO : Epoch 1793 | loss: 0.0311799 | val_loss: 0.0311865 | Time: 24878.4 ms [2022-02-16 21:16:39 main:574] : INFO : Epoch 1794 | loss: 0.0311801 | val_loss: 0.0311869 | Time: 23905.8 ms [2022-02-16 21:17:03 main:574] : INFO : Epoch 1795 | loss: 0.03118 | val_loss: 0.0311853 | Time: 24058.9 ms [2022-02-16 21:17:27 main:574] : INFO : Epoch 1796 | loss: 0.0311788 | val_loss: 0.0311856 | Time: 24430.7 ms [2022-02-16 21:17:53 main:574] : INFO : Epoch 1797 | loss: 0.0311787 | val_loss: 0.0311868 | Time: 25662.5 ms [2022-02-16 21:18:17 main:574] : INFO : Epoch 1798 | loss: 0.0311788 | val_loss: 0.0311901 | Time: 24007.6 ms [2022-02-16 21:18:42 main:574] : INFO : Epoch 1799 | loss: 0.031182 | val_loss: 0.0311936 | Time: 24689.1 ms [2022-02-16 21:19:06 main:574] : INFO : Epoch 1800 | loss: 0.0311832 | val_loss: 0.0311926 | Time: 24502.4 ms [2022-02-16 21:19:31 main:574] : INFO : Epoch 1801 | loss: 0.0311804 | val_loss: 0.0311883 | Time: 24484.1 ms [2022-02-16 21:19:55 main:574] : INFO : Epoch 1802 | loss: 0.0311796 | val_loss: 0.0311886 | Time: 24472.4 ms [2022-02-16 21:20:20 main:574] : INFO : Epoch 1803 | loss: 0.0311817 | val_loss: 0.0311883 | Time: 24266.5 ms [2022-02-16 21:20:44 main:574] : INFO : Epoch 1804 | loss: 0.0311805 | val_loss: 0.0311893 | Time: 24529.8 ms [2022-02-16 21:21:09 main:574] : INFO : Epoch 1805 | loss: 0.0311802 | val_loss: 0.0311897 | Time: 25117.6 ms [2022-02-16 21:21:34 main:574] : INFO : Epoch 1806 | loss: 0.0311821 | val_loss: 0.0311906 | Time: 24514.7 ms [2022-02-16 21:21:58 main:574] : INFO : Epoch 1807 | loss: 0.031182 | val_loss: 0.0311895 | Time: 24517.1 ms [2022-02-16 21:22:23 main:574] : INFO : Epoch 1808 | loss: 0.0311805 | val_loss: 0.0311906 | Time: 24533.6 ms [2022-02-16 21:22:47 main:574] : INFO : Epoch 1809 | loss: 0.031183 | val_loss: 0.0311918 | Time: 23492.7 ms [2022-02-16 21:23:12 main:574] : INFO : Epoch 1810 | loss: 0.0311833 | val_loss: 0.0311913 | Time: 25172.8 ms [2022-02-16 21:23:35 main:574] : INFO : Epoch 1811 | loss: 0.0311829 | val_loss: 0.0311951 | Time: 23554.5 ms [2022-02-16 21:24:00 main:574] : INFO : Epoch 1812 | loss: 0.0311811 | val_loss: 0.0311911 | Time: 24784.8 ms [2022-02-16 21:24:24 main:574] : INFO : Epoch 1813 | loss: 0.031181 | val_loss: 0.0311933 | Time: 23865.9 ms [2022-02-16 21:24:49 main:574] : INFO : Epoch 1814 | loss: 0.0311831 | val_loss: 0.0311917 | Time: 24558.1 ms [2022-02-16 21:25:13 main:574] : INFO : Epoch 1815 | loss: 0.03118 | val_loss: 0.0311896 | Time: 24864.6 ms [2022-02-16 21:25:38 main:574] : INFO : Epoch 1816 | loss: 0.0311802 | val_loss: 0.0311888 | Time: 24416.1 ms [2022-02-16 21:26:02 main:574] : INFO : Epoch 1817 | loss: 0.0311791 | val_loss: 0.0311885 | Time: 24519 ms [2022-02-16 21:26:27 main:574] : INFO : Epoch 1818 | loss: 0.0311792 | val_loss: 0.0311902 | Time: 24572.4 ms [2022-02-16 21:26:52 main:574] : INFO : Epoch 1819 | loss: 0.0311792 | val_loss: 0.0311887 | Time: 24634.9 ms [2022-02-16 21:27:16 main:574] : INFO : Epoch 1820 | loss: 0.0311793 | val_loss: 0.0311877 | Time: 24749.9 ms [2022-02-16 21:27:41 main:574] : INFO : Epoch 1821 | loss: 0.0311795 | val_loss: 0.0311879 | Time: 24648.3 ms [2022-02-16 21:28:05 main:574] : INFO : Epoch 1822 | loss: 0.0311783 | val_loss: 0.0311888 | Time: 23620.2 ms [2022-02-16 21:28:30 main:574] : INFO : Epoch 1823 | loss: 0.0311786 | val_loss: 0.0311881 | Time: 25256.7 ms [2022-02-16 21:28:55 main:574] : INFO : Epoch 1824 | loss: 0.0311773 | val_loss: 0.0311885 | Time: 24714.9 ms [2022-02-16 21:29:19 main:574] : INFO : Epoch 1825 | loss: 0.0311772 | val_loss: 0.031189 | Time: 24373.7 ms [2022-02-16 21:29:44 main:574] : INFO : Epoch 1826 | loss: 0.0311768 | val_loss: 0.0311908 | Time: 24642.2 ms [2022-02-16 21:30:10 main:574] : INFO : Epoch 1827 | loss: 0.0311769 | val_loss: 0.0311888 | Time: 26308.8 ms [2022-02-16 21:30:35 main:574] : INFO : Epoch 1828 | loss: 0.0311786 | val_loss: 0.0311876 | Time: 24847.1 ms [2022-02-16 21:31:00 main:574] : INFO : Epoch 1829 | loss: 0.0311787 | val_loss: 0.0311909 | Time: 25490.4 ms [2022-02-16 21:31:25 main:574] : INFO : Epoch 1830 | loss: 0.0311767 | val_loss: 0.0311867 | Time: 24731.9 ms [2022-02-16 21:31:50 main:574] : INFO : Epoch 1831 | loss: 0.0311763 | val_loss: 0.0311873 | Time: 24446.4 ms [2022-02-16 21:32:15 main:574] : INFO : Epoch 1832 | loss: 0.031176 | val_loss: 0.0311864 | Time: 24854 ms [2022-02-16 21:32:40 main:574] : INFO : Epoch 1833 | loss: 0.0311755 | val_loss: 0.0311854 | Time: 25110 ms [2022-02-16 21:33:05 main:574] : INFO : Epoch 1834 | loss: 0.0311751 | val_loss: 0.0311854 | Time: 24890.4 ms [2022-02-16 21:33:29 main:574] : INFO : Epoch 1835 | loss: 0.0311751 | val_loss: 0.0311878 | Time: 24495.5 ms [2022-02-16 21:33:53 main:574] : INFO : Epoch 1836 | loss: 0.0311786 | val_loss: 0.0311876 | Time: 24289.3 ms [2022-02-16 21:34:19 main:574] : INFO : Epoch 1837 | loss: 0.0311768 | val_loss: 0.0311867 | Time: 25034.3 ms [2022-02-16 21:34:44 main:574] : INFO : Epoch 1838 | loss: 0.0311741 | val_loss: 0.0311857 | Time: 24997.5 ms [2022-02-16 21:35:08 main:574] : INFO : Epoch 1839 | loss: 0.0311734 | val_loss: 0.031187 | Time: 24630.6 ms [2022-02-16 21:35:32 main:574] : INFO : Epoch 1840 | loss: 0.0311743 | val_loss: 0.0311877 | Time: 23805 ms [2022-02-16 21:35:57 main:574] : INFO : Epoch 1841 | loss: 0.0311749 | val_loss: 0.031187 | Time: 24849.6 ms [2022-02-16 21:36:22 main:574] : INFO : Epoch 1842 | loss: 0.0311736 | val_loss: 0.0311901 | Time: 24686.8 ms [2022-02-16 21:36:46 main:574] : INFO : Epoch 1843 | loss: 0.0311743 | val_loss: 0.0311874 | Time: 24646 ms [2022-02-16 21:37:11 main:574] : INFO : Epoch 1844 | loss: 0.0311744 | val_loss: 0.0311851 | Time: 24769.5 ms [2022-02-16 21:37:35 main:574] : INFO : Epoch 1845 | loss: 0.0311744 | val_loss: 0.0311876 | Time: 24186.3 ms [2022-02-16 21:38:00 main:574] : INFO : Epoch 1846 | loss: 0.0311745 | val_loss: 0.0311862 | Time: 24811.5 ms [2022-02-16 21:38:26 main:574] : INFO : Epoch 1847 | loss: 0.0311736 | val_loss: 0.0311865 | Time: 25438.2 ms [2022-02-16 21:38:50 main:574] : INFO : Epoch 1848 | loss: 0.0311743 | val_loss: 0.031188 | Time: 24290.9 ms [2022-02-16 21:39:14 main:574] : INFO : Epoch 1849 | loss: 0.0311742 | val_loss: 0.0311893 | Time: 24497.1 ms [2022-02-16 21:39:39 main:574] : INFO : Epoch 1850 | loss: 0.0311758 | val_loss: 0.0311893 | Time: 24335.7 ms [2022-02-16 21:40:06 main:574] : INFO : Epoch 1851 | loss: 0.0311754 | val_loss: 0.0311888 | Time: 27312.1 ms [2022-02-16 21:40:32 main:574] : INFO : Epoch 1852 | loss: 0.031174 | val_loss: 0.0311885 | Time: 25632 ms [2022-02-16 21:40:58 main:574] : INFO : Epoch 1853 | loss: 0.0311745 | val_loss: 0.0311877 | Time: 26129.6 ms [2022-02-16 21:41:22 main:574] : INFO : Epoch 1854 | loss: 0.0311743 | val_loss: 0.0311862 | Time: 24175.2 ms [2022-02-16 21:41:46 main:574] : INFO : Epoch 1855 | loss: 0.0311759 | val_loss: 0.0311935 | Time: 24310 ms [2022-02-16 21:42:12 main:574] : INFO : Epoch 1856 | loss: 0.0311773 | val_loss: 0.0311883 | Time: 25249.3 ms [2022-02-16 21:42:36 main:574] : INFO : Epoch 1857 | loss: 0.0311747 | val_loss: 0.0311859 | Time: 24661.7 ms [2022-02-16 21:43:01 main:574] : INFO : Epoch 1858 | loss: 0.0311734 | val_loss: 0.0311863 | Time: 24520.6 ms [2022-02-16 21:43:26 main:574] : INFO : Epoch 1859 | loss: 0.0311746 | val_loss: 0.0311865 | Time: 24729.6 ms [2022-02-16 21:43:50 main:574] : INFO : Epoch 1860 | loss: 0.031176 | val_loss: 0.0311841 | Time: 24413.5 ms [2022-02-16 21:44:15 main:574] : INFO : Epoch 1861 | loss: 0.0311757 | val_loss: 0.0311862 | Time: 24818.4 ms [2022-02-16 21:44:40 main:574] : INFO : Epoch 1862 | loss: 0.0311764 | val_loss: 0.0311836 | Time: 24998.6 ms [2022-02-16 21:45:05 main:574] : INFO : Epoch 1863 | loss: 0.031175 | val_loss: 0.0311829 | Time: 24635.2 ms [2022-02-16 21:45:29 main:574] : INFO : Epoch 1864 | loss: 0.0311748 | val_loss: 0.0311821 | Time: 24673.7 ms [2022-02-16 21:45:54 main:574] : INFO : Epoch 1865 | loss: 0.0311768 | val_loss: 0.0311851 | Time: 24508.5 ms [2022-02-16 21:46:19 main:574] : INFO : Epoch 1866 | loss: 0.0311777 | val_loss: 0.0311834 | Time: 24674.8 ms [2022-02-16 21:46:43 main:574] : INFO : Epoch 1867 | loss: 0.0311765 | val_loss: 0.0311856 | Time: 24348.8 ms [2022-02-16 21:47:08 main:574] : INFO : Epoch 1868 | loss: 0.0311781 | val_loss: 0.0311853 | Time: 24558.7 ms [2022-02-16 21:47:32 main:574] : INFO : Epoch 1869 | loss: 0.0311782 | val_loss: 0.0311847 | Time: 23980.2 ms [2022-02-16 21:47:59 main:574] : INFO : Epoch 1870 | loss: 0.0311772 | val_loss: 0.0311857 | Time: 26946.7 ms [2022-02-16 21:48:24 main:574] : INFO : Epoch 1871 | loss: 0.0311771 | val_loss: 0.031186 | Time: 25200 ms [2022-02-16 21:48:48 main:574] : INFO : Epoch 1872 | loss: 0.0311771 | val_loss: 0.0311853 | Time: 23905.9 ms [2022-02-16 21:49:12 main:574] : INFO : Epoch 1873 | loss: 0.0311756 | val_loss: 0.0311854 | Time: 24522 ms [2022-02-16 21:49:36 main:574] : INFO : Epoch 1874 | loss: 0.0311758 | val_loss: 0.0311877 | Time: 23920.7 ms [2022-02-16 21:50:01 main:574] : INFO : Epoch 1875 | loss: 0.0311761 | val_loss: 0.0311862 | Time: 24381.7 ms [2022-02-16 21:50:25 main:574] : INFO : Epoch 1876 | loss: 0.0311754 | val_loss: 0.0311858 | Time: 24866.4 ms [2022-02-16 21:50:50 main:574] : INFO : Epoch 1877 | loss: 0.0311753 | val_loss: 0.0311934 | Time: 24374 ms [2022-02-16 21:51:14 main:574] : INFO : Epoch 1878 | loss: 0.0311789 | val_loss: 0.0311876 | Time: 24330.9 ms [2022-02-16 21:51:39 main:574] : INFO : Epoch 1879 | loss: 0.0311776 | val_loss: 0.0311959 | Time: 24298.4 ms [2022-02-16 21:52:03 main:574] : INFO : Epoch 1880 | loss: 0.0311781 | val_loss: 0.0311879 | Time: 24628.2 ms [2022-02-16 21:52:28 main:574] : INFO : Epoch 1881 | loss: 0.031174 | val_loss: 0.0311877 | Time: 25250.8 ms [2022-02-16 21:52:53 main:574] : INFO : Epoch 1882 | loss: 0.0311756 | val_loss: 0.0311899 | Time: 24183.5 ms [2022-02-16 21:53:18 main:574] : INFO : Epoch 1883 | loss: 0.0311752 | val_loss: 0.0311966 | Time: 25383 ms [2022-02-16 21:53:42 main:574] : INFO : Epoch 1884 | loss: 0.0311768 | val_loss: 0.0311907 | Time: 24345.3 ms [2022-02-16 21:54:07 main:574] : INFO : Epoch 1885 | loss: 0.0311768 | val_loss: 0.0311919 | Time: 25065.5 ms [2022-02-16 21:54:32 main:574] : INFO : Epoch 1886 | loss: 0.0311743 | val_loss: 0.0311896 | Time: 24462.9 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce MX350) [2022-02-22 16:47:03 main:435] : INFO : Set logging level to 1 [2022-02-22 16:47:03 main:441] : INFO : Running in BOINC Client mode [2022-02-22 16:47:03 main:444] : INFO : Resolving all filenames [2022-02-22 16:47:03 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-02-22 16:47:03 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-02-22 16:47:03 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-02-22 16:47:03 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-02-22 16:47:03 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-02-22 16:47:03 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-02-22 16:47:03 main:474] : INFO : Configuration: [2022-02-22 16:47:03 main:475] : INFO : Model type: GRU [2022-02-22 16:47:03 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-02-22 16:47:03 main:477] : INFO : Max Epochs: 2048 [2022-02-22 16:47:03 main:478] : INFO : Batch Size: 128 [2022-02-22 16:47:03 main:479] : INFO : Learning Rate: 0.01 [2022-02-22 16:47:03 main:480] : INFO : Patience: 10 [2022-02-22 16:47:03 main:481] : INFO : Hidden Width: 12 [2022-02-22 16:47:03 main:482] : INFO : # Recurrent Layers: 4 [2022-02-22 16:47:03 main:483] : INFO : # Backend Layers: 4 [2022-02-22 16:47:03 main:484] : INFO : # Threads: 1 [2022-02-22 16:47:03 main:486] : INFO : Preparing Dataset [2022-02-22 16:47:03 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-02-22 16:47:03 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-02-22 16:47:07 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-02-22 16:47:07 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-02-22 16:47:07 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-02-22 16:47:07 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-02-22 16:47:07 main:494] : INFO : Creating Model [2022-02-22 16:47:07 main:507] : INFO : Preparing config file [2022-02-22 16:47:07 main:511] : INFO : Found checkpoint, attempting to load... [2022-02-22 16:47:07 main:512] : INFO : Loading config [2022-02-22 16:47:07 main:514] : INFO : Loading state [2022-02-22 16:47:09 main:559] : INFO : Loading DataLoader into Memory [2022-02-22 16:47:09 main:562] : INFO : Starting Training [2022-02-22 16:47:14 main:574] : INFO : Epoch 1881 | loss: 0.0312662 | val_loss: 0.0312032 | Time: 5713.41 ms [2022-02-22 16:47:19 main:574] : INFO : Epoch 1882 | loss: 0.0311856 | val_loss: 0.0311885 | Time: 4914.73 ms [2022-02-22 16:47:24 main:574] : INFO : Epoch 1883 | loss: 0.0311784 | val_loss: 0.0311843 | Time: 5044.98 ms [2022-02-22 16:47:29 main:574] : INFO : Epoch 1884 | loss: 0.0311759 | val_loss: 0.031183 | Time: 5024.35 ms [2022-02-22 16:47:34 main:574] : INFO : Epoch 1885 | loss: 0.031178 | val_loss: 0.0311839 | Time: 5151.04 ms [2022-02-22 16:47:41 main:574] : INFO : Epoch 1886 | loss: 0.0311769 | val_loss: 0.0311846 | Time: 6922.26 ms [2022-02-22 16:47:48 main:574] : INFO : Epoch 1887 | loss: 0.0311746 | val_loss: 0.0311823 | Time: 7093.98 ms [2022-02-22 16:47:55 main:574] : INFO : Epoch 1888 | loss: 0.0311758 | val_loss: 0.0311839 | Time: 6926.97 ms [2022-02-22 16:48:02 main:574] : INFO : Epoch 1889 | loss: 0.0311772 | val_loss: 0.0311833 | Time: 6849.45 ms [2022-02-22 16:48:10 main:574] : INFO : Epoch 1890 | loss: 0.0311788 | val_loss: 0.0311847 | Time: 7486.72 ms [2022-02-22 16:48:18 main:574] : INFO : Epoch 1891 | loss: 0.0311803 | val_loss: 0.0311851 | Time: 7954.78 ms [2022-02-22 16:48:25 main:574] : INFO : Epoch 1892 | loss: 0.0311776 | val_loss: 0.0311886 | Time: 7298.79 ms [2022-02-22 16:48:32 main:574] : INFO : Epoch 1893 | loss: 0.0311774 | val_loss: 0.0311867 | Time: 7321.76 ms [2022-02-22 16:48:39 main:574] : INFO : Epoch 1894 | loss: 0.0311782 | val_loss: 0.0311867 | Time: 6957.94 ms [2022-02-22 16:48:47 main:574] : INFO : Epoch 1895 | loss: 0.0311769 | val_loss: 0.0311868 | Time: 7226.98 ms [2022-02-22 16:48:53 main:574] : INFO : Epoch 1896 | loss: 0.0311792 | val_loss: 0.031186 | Time: 6738.23 ms [2022-02-22 16:49:00 main:574] : INFO : Epoch 1897 | loss: 0.0311764 | val_loss: 0.0311858 | Time: 6957.75 ms [2022-02-22 16:49:07 main:574] : INFO : Epoch 1898 | loss: 0.0311768 | val_loss: 0.0311863 | Time: 6993.51 ms [2022-02-22 16:49:14 main:574] : INFO : Epoch 1899 | loss: 0.0311774 | val_loss: 0.0311864 | Time: 7052.18 ms [2022-02-22 16:49:21 main:574] : INFO : Epoch 1900 | loss: 0.0311787 | val_loss: 0.0311932 | Time: 6899.48 ms [2022-02-22 16:49:28 main:574] : INFO : Epoch 1901 | loss: 0.0311836 | val_loss: 0.0311949 | Time: 6997.74 ms [2022-02-22 16:49:35 main:574] : INFO : Epoch 1902 | loss: 0.0311887 | val_loss: 0.0311914 | Time: 7022.02 ms [2022-02-22 16:49:42 main:574] : INFO : Epoch 1903 | loss: 0.0311822 | val_loss: 0.0311843 | Time: 6811.2 ms [2022-02-22 16:49:49 main:574] : INFO : Epoch 1904 | loss: 0.0311798 | val_loss: 0.0311872 | Time: 7013.22 ms [2022-02-22 16:49:56 main:574] : INFO : Epoch 1905 | loss: 0.0311795 | val_loss: 0.0311845 | Time: 6855.92 ms [2022-02-22 16:50:03 main:574] : INFO : Epoch 1906 | loss: 0.0311794 | val_loss: 0.0311844 | Time: 7256.44 ms [2022-02-22 16:50:10 main:574] : INFO : Epoch 1907 | loss: 0.0311808 | val_loss: 0.0311846 | Time: 7059.69 ms [2022-02-22 16:50:18 main:574] : INFO : Epoch 1908 | loss: 0.0311786 | val_loss: 0.0311838 | Time: 7302.68 ms [2022-02-22 16:50:25 main:574] : INFO : Epoch 1909 | loss: 0.0311787 | val_loss: 0.0311892 | Time: 7164.12 ms [2022-02-22 16:50:32 main:574] : INFO : Epoch 1910 | loss: 0.0311842 | val_loss: 0.0311935 | Time: 7048.81 ms [2022-02-22 16:50:39 main:574] : INFO : Epoch 1911 | loss: 0.0311868 | val_loss: 0.0312024 | Time: 6958.79 ms [2022-02-22 16:50:46 main:574] : INFO : Epoch 1912 | loss: 0.031188 | val_loss: 0.0311902 | Time: 6999.76 ms [2022-02-22 16:50:53 main:574] : INFO : Epoch 1913 | loss: 0.0311848 | val_loss: 0.0311854 | Time: 7404.53 ms [2022-02-22 16:51:06 main:574] : INFO : Epoch 1914 | loss: 0.031181 | val_loss: 0.0311844 | Time: 12552.6 ms [2022-02-22 16:51:26 main:574] : INFO : Epoch 1915 | loss: 0.031181 | val_loss: 0.0311849 | Time: 19808.7 ms [2022-02-22 16:51:33 main:574] : INFO : Epoch 1916 | loss: 0.0311795 | val_loss: 0.0311846 | Time: 7396.59 ms [2022-02-22 16:51:40 main:574] : INFO : Epoch 1917 | loss: 0.0311786 | val_loss: 0.0311821 | Time: 6956.07 ms [2022-02-22 16:51:48 main:574] : INFO : Epoch 1918 | loss: 0.0311777 | val_loss: 0.031183 | Time: 7378.15 ms [2022-02-22 16:51:55 main:574] : INFO : Epoch 1919 | loss: 0.0311778 | val_loss: 0.0311844 | Time: 6933.79 ms [2022-02-22 16:52:02 main:574] : INFO : Epoch 1920 | loss: 0.0311782 | val_loss: 0.0311824 | Time: 7061.66 ms [2022-02-22 16:52:09 main:574] : INFO : Epoch 1921 | loss: 0.0311783 | val_loss: 0.03118 | Time: 7359.24 ms [2022-02-22 16:52:16 main:574] : INFO : Epoch 1922 | loss: 0.0311761 | val_loss: 0.0311817 | Time: 7064 ms [2022-02-22 16:52:23 main:574] : INFO : Epoch 1923 | loss: 0.0311763 | val_loss: 0.0311823 | Time: 6692.24 ms [2022-02-22 16:52:30 main:574] : INFO : Epoch 1924 | loss: 0.0311773 | val_loss: 0.0311818 | Time: 7176.36 ms [2022-02-22 16:52:38 main:574] : INFO : Epoch 1925 | loss: 0.0311776 | val_loss: 0.031183 | Time: 7664.79 ms [2022-02-22 16:52:45 main:574] : INFO : Epoch 1926 | loss: 0.0311764 | val_loss: 0.0311809 | Time: 6767.56 ms [2022-02-22 16:52:52 main:574] : INFO : Epoch 1927 | loss: 0.031177 | val_loss: 0.031185 | Time: 6805.82 ms [2022-02-22 16:52:58 main:574] : INFO : Epoch 1928 | loss: 0.0311781 | val_loss: 0.0311848 | Time: 6937.45 ms [2022-02-22 16:53:05 main:574] : INFO : Epoch 1929 | loss: 0.0311774 | val_loss: 0.0311843 | Time: 6903.54 ms [2022-02-22 16:53:12 main:574] : INFO : Epoch 1930 | loss: 0.0311743 | val_loss: 0.0311811 | Time: 6917.31 ms [2022-02-22 16:53:19 main:574] : INFO : Epoch 1931 | loss: 0.0311737 | val_loss: 0.0311836 | Time: 7023.37 ms [2022-02-22 16:53:27 main:574] : INFO : Epoch 1932 | loss: 0.0311748 | val_loss: 0.0311822 | Time: 7839.58 ms [2022-02-22 16:53:35 main:574] : INFO : Epoch 1933 | loss: 0.0311746 | val_loss: 0.0311816 | Time: 7519.44 ms [2022-02-22 16:53:42 main:574] : INFO : Epoch 1934 | loss: 0.0311743 | val_loss: 0.0311817 | Time: 6987.96 ms [2022-02-22 16:53:48 main:574] : INFO : Epoch 1935 | loss: 0.0311768 | val_loss: 0.0311858 | Time: 6726.13 ms [2022-02-22 16:53:56 main:574] : INFO : Epoch 1936 | loss: 0.031175 | val_loss: 0.0311856 | Time: 7215.65 ms [2022-02-22 16:54:03 main:574] : INFO : Epoch 1937 | loss: 0.0311758 | val_loss: 0.0311843 | Time: 7200.6 ms [2022-02-22 16:54:10 main:574] : INFO : Epoch 1938 | loss: 0.0311773 | val_loss: 0.0311833 | Time: 7326.9 ms [2022-02-22 16:54:17 main:574] : INFO : Epoch 1939 | loss: 0.031179 | val_loss: 0.0311825 | Time: 7161.18 ms [2022-02-22 16:54:25 main:574] : INFO : Epoch 1940 | loss: 0.0311817 | val_loss: 0.0311845 | Time: 7190.2 ms [2022-02-22 16:54:32 main:574] : INFO : Epoch 1941 | loss: 0.0311802 | val_loss: 0.0311844 | Time: 7029.59 ms [2022-02-22 16:54:39 main:574] : INFO : Epoch 1942 | loss: 0.0311794 | val_loss: 0.0311828 | Time: 7268.9 ms [2022-02-22 16:54:46 main:574] : INFO : Epoch 1943 | loss: 0.0311802 | val_loss: 0.0311809 | Time: 7210.04 ms [2022-02-22 16:54:53 main:574] : INFO : Epoch 1944 | loss: 0.0311791 | val_loss: 0.0311824 | Time: 7231.96 ms [2022-02-22 16:55:01 main:574] : INFO : Epoch 1945 | loss: 0.0311779 | val_loss: 0.0311822 | Time: 7739.9 ms [2022-02-22 16:55:08 main:574] : INFO : Epoch 1946 | loss: 0.0311815 | val_loss: 0.0311868 | Time: 7181.49 ms [2022-02-22 16:55:16 main:574] : INFO : Epoch 1947 | loss: 0.0311813 | val_loss: 0.0311826 | Time: 7754.87 ms [2022-02-22 16:55:25 main:574] : INFO : Epoch 1948 | loss: 0.0311779 | val_loss: 0.0311814 | Time: 8424.22 ms [2022-02-22 16:55:33 main:574] : INFO : Epoch 1949 | loss: 0.031177 | val_loss: 0.0311819 | Time: 8823 ms [2022-02-22 16:55:42 main:574] : INFO : Epoch 1950 | loss: 0.0311771 | val_loss: 0.0311823 | Time: 8701.02 ms [2022-02-22 16:55:50 main:574] : INFO : Epoch 1951 | loss: 0.0311761 | val_loss: 0.0311791 | Time: 7815.12 ms [2022-02-22 16:55:58 main:574] : INFO : Epoch 1952 | loss: 0.0311766 | val_loss: 0.0311796 | Time: 7740.35 ms [2022-02-22 16:56:06 main:574] : INFO : Epoch 1953 | loss: 0.0311769 | val_loss: 0.0311808 | Time: 7932.12 ms [2022-02-22 16:56:13 main:574] : INFO : Epoch 1954 | loss: 0.0311746 | val_loss: 0.0311793 | Time: 7706.74 ms [2022-02-22 16:56:22 main:574] : INFO : Epoch 1955 | loss: 0.0311745 | val_loss: 0.0311787 | Time: 8004.92 ms [2022-02-22 16:56:29 main:574] : INFO : Epoch 1956 | loss: 0.0311756 | val_loss: 0.0311812 | Time: 7607.48 ms [2022-02-22 16:56:37 main:574] : INFO : Epoch 1957 | loss: 0.0311762 | val_loss: 0.0311813 | Time: 7829.21 ms [2022-02-22 16:56:45 main:574] : INFO : Epoch 1958 | loss: 0.0311748 | val_loss: 0.0311838 | Time: 7529.2 ms [2022-02-22 16:56:52 main:574] : INFO : Epoch 1959 | loss: 0.0311766 | val_loss: 0.031181 | Time: 7808.24 ms [2022-02-22 16:57:00 main:574] : INFO : Epoch 1960 | loss: 0.0311739 | val_loss: 0.0311785 | Time: 7489.69 ms [2022-02-22 16:57:08 main:574] : INFO : Epoch 1961 | loss: 0.0311736 | val_loss: 0.0311773 | Time: 8547.41 ms [2022-02-22 16:57:17 main:574] : INFO : Epoch 1962 | loss: 0.0311735 | val_loss: 0.0311797 | Time: 8328.35 ms [2022-02-22 16:57:25 main:574] : INFO : Epoch 1963 | loss: 0.0311726 | val_loss: 0.0311787 | Time: 8362.78 ms [2022-02-22 16:57:33 main:574] : INFO : Epoch 1964 | loss: 0.0311745 | val_loss: 0.0311791 | Time: 8012.49 ms [2022-02-22 16:57:41 main:574] : INFO : Epoch 1965 | loss: 0.031179 | val_loss: 0.0311852 | Time: 8257.59 ms [2022-02-22 16:57:50 main:574] : INFO : Epoch 1966 | loss: 0.0311821 | val_loss: 0.0311813 | Time: 8075.4 ms [2022-02-22 16:57:57 main:574] : INFO : Epoch 1967 | loss: 0.031177 | val_loss: 0.0311827 | Time: 7909.55 ms [2022-02-22 16:58:05 main:574] : INFO : Epoch 1968 | loss: 0.0311765 | val_loss: 0.0311863 | Time: 7955.14 ms [2022-02-22 16:58:14 main:574] : INFO : Epoch 1969 | loss: 0.0311813 | val_loss: 0.0311891 | Time: 8194.04 ms [2022-02-22 16:58:22 main:574] : INFO : Epoch 1970 | loss: 0.0311797 | val_loss: 0.0311858 | Time: 7898.12 ms [2022-02-22 16:58:30 main:574] : INFO : Epoch 1971 | loss: 0.0311795 | val_loss: 0.0311903 | Time: 8266.92 ms [2022-02-22 16:58:38 main:574] : INFO : Epoch 1972 | loss: 0.0311803 | val_loss: 0.0311827 | Time: 7997.76 ms [2022-02-22 16:58:46 main:574] : INFO : Epoch 1973 | loss: 0.0311763 | val_loss: 0.0311821 | Time: 7891.99 ms [2022-02-22 16:58:54 main:574] : INFO : Epoch 1974 | loss: 0.0311762 | val_loss: 0.0311815 | Time: 7809.72 ms [2022-02-22 16:59:01 main:574] : INFO : Epoch 1975 | loss: 0.0311758 | val_loss: 0.0311796 | Time: 7626.67 ms [2022-02-22 16:59:09 main:574] : INFO : Epoch 1976 | loss: 0.0311748 | val_loss: 0.0311807 | Time: 8063.28 ms [2022-02-22 16:59:17 main:574] : INFO : Epoch 1977 | loss: 0.0311741 | val_loss: 0.0311806 | Time: 7903.39 ms [2022-02-22 16:59:25 main:574] : INFO : Epoch 1978 | loss: 0.0311739 | val_loss: 0.0311808 | Time: 7975.68 ms [2022-02-22 16:59:34 main:574] : INFO : Epoch 1979 | loss: 0.0311748 | val_loss: 0.0311844 | Time: 8498.73 ms [2022-02-22 16:59:42 main:574] : INFO : Epoch 1980 | loss: 0.0311731 | val_loss: 0.0311791 | Time: 7929.84 ms [2022-02-22 16:59:49 main:574] : INFO : Epoch 1981 | loss: 0.0311715 | val_loss: 0.0311787 | Time: 7814.32 ms [2022-02-22 16:59:58 main:574] : INFO : Epoch 1982 | loss: 0.0311714 | val_loss: 0.0311799 | Time: 8035.13 ms [2022-02-22 17:00:05 main:574] : INFO : Epoch 1983 | loss: 0.0311744 | val_loss: 0.031182 | Time: 7522.54 ms [2022-02-22 17:00:13 main:574] : INFO : Epoch 1984 | loss: 0.0311728 | val_loss: 0.0311801 | Time: 8269.16 ms [2022-02-22 17:00:22 main:574] : INFO : Epoch 1985 | loss: 0.0311728 | val_loss: 0.031177 | Time: 8169.89 ms [2022-02-22 17:00:30 main:574] : INFO : Epoch 1986 | loss: 0.0311767 | val_loss: 0.0311807 | Time: 8260.42 ms [2022-02-22 17:00:38 main:574] : INFO : Epoch 1987 | loss: 0.031182 | val_loss: 0.0311799 | Time: 8506.38 ms [2022-02-22 17:00:46 main:574] : INFO : Epoch 1988 | loss: 0.0311801 | val_loss: 0.0311831 | Time: 7976.75 ms [2022-02-22 17:00:55 main:574] : INFO : Epoch 1989 | loss: 0.0311777 | val_loss: 0.0311877 | Time: 8223.93 ms [2022-02-22 17:01:04 main:574] : INFO : Epoch 1990 | loss: 0.0311787 | val_loss: 0.0311874 | Time: 9594.95 ms [2022-02-22 17:01:14 main:574] : INFO : Epoch 1991 | loss: 0.0311769 | val_loss: 0.0311818 | Time: 9624.25 ms [2022-02-22 17:01:23 main:574] : INFO : Epoch 1992 | loss: 0.0311754 | val_loss: 0.0311835 | Time: 8927.05 ms [2022-02-22 17:01:32 main:574] : INFO : Epoch 1993 | loss: 0.0311755 | val_loss: 0.0311815 | Time: 9044.6 ms [2022-02-22 17:01:40 main:574] : INFO : Epoch 1994 | loss: 0.0311741 | val_loss: 0.0311812 | Time: 8200.2 ms [2022-02-22 17:01:49 main:574] : INFO : Epoch 1995 | loss: 0.031174 | val_loss: 0.0311847 | Time: 9231.09 ms [2022-02-22 17:01:58 main:574] : INFO : Epoch 1996 | loss: 0.0311742 | val_loss: 0.0311792 | Time: 9205.57 ms [2022-02-22 17:02:08 main:574] : INFO : Epoch 1997 | loss: 0.0311721 | val_loss: 0.0311796 | Time: 9720.7 ms [2022-02-22 17:02:17 main:574] : INFO : Epoch 1998 | loss: 0.0311732 | val_loss: 0.0311836 | Time: 8980.59 ms [2022-02-22 17:02:26 main:574] : INFO : Epoch 1999 | loss: 0.0311719 | val_loss: 0.0311802 | Time: 9211.78 ms [2022-02-22 17:02:35 main:574] : INFO : Epoch 2000 | loss: 0.0311726 | val_loss: 0.0311793 | Time: 8229.51 ms [2022-02-22 17:02:43 main:574] : INFO : Epoch 2001 | loss: 0.0311732 | val_loss: 0.0311778 | Time: 8094.73 ms [2022-02-22 17:02:51 main:574] : INFO : Epoch 2002 | loss: 0.031172 | val_loss: 0.0311775 | Time: 8238.63 ms [2022-02-22 17:02:59 main:574] : INFO : Epoch 2003 | loss: 0.0311725 | val_loss: 0.0311758 | Time: 8243.43 ms [2022-02-22 17:03:08 main:574] : INFO : Epoch 2004 | loss: 0.0311727 | val_loss: 0.0311785 | Time: 8352.92 ms [2022-02-22 17:03:16 main:574] : INFO : Epoch 2005 | loss: 0.0311728 | val_loss: 0.031181 | Time: 8330.39 ms [2022-02-22 17:03:24 main:574] : INFO : Epoch 2006 | loss: 0.0311743 | val_loss: 0.0311789 | Time: 7908.66 ms [2022-02-22 17:03:32 main:574] : INFO : Epoch 2007 | loss: 0.0311741 | val_loss: 0.0311771 | Time: 8116.54 ms [2022-02-22 17:03:40 main:574] : INFO : Epoch 2008 | loss: 0.0311747 | val_loss: 0.03118 | Time: 8263.83 ms [2022-02-22 17:03:49 main:574] : INFO : Epoch 2009 | loss: 0.0311743 | val_loss: 0.031186 | Time: 9247.55 ms [2022-02-22 17:03:58 main:574] : INFO : Epoch 2010 | loss: 0.031176 | val_loss: 0.0311811 | Time: 8747.38 ms [2022-02-22 17:04:08 main:574] : INFO : Epoch 2011 | loss: 0.0311743 | val_loss: 0.0311831 | Time: 9321.05 ms [2022-02-22 17:04:17 main:574] : INFO : Epoch 2012 | loss: 0.0311746 | val_loss: 0.0311803 | Time: 8941.12 ms [2022-02-22 17:04:26 main:574] : INFO : Epoch 2013 | loss: 0.031173 | val_loss: 0.0311824 | Time: 9622.16 ms [2022-02-22 17:04:35 main:574] : INFO : Epoch 2014 | loss: 0.0311724 | val_loss: 0.0311803 | Time: 9177.37 ms [2022-02-22 17:04:45 main:574] : INFO : Epoch 2015 | loss: 0.0311715 | val_loss: 0.0311786 | Time: 9456.06 ms [2022-02-22 17:04:55 main:574] : INFO : Epoch 2016 | loss: 0.0311724 | val_loss: 0.0311791 | Time: 9729.54 ms [2022-02-22 17:05:03 main:574] : INFO : Epoch 2017 | loss: 0.0311716 | val_loss: 0.031178 | Time: 8648.12 ms [2022-02-22 17:05:12 main:574] : INFO : Epoch 2018 | loss: 0.0311717 | val_loss: 0.0311789 | Time: 8383.25 ms [2022-02-22 17:05:21 main:574] : INFO : Epoch 2019 | loss: 0.031171 | val_loss: 0.0311798 | Time: 9004.12 ms [2022-02-22 17:05:29 main:574] : INFO : Epoch 2020 | loss: 0.0311733 | val_loss: 0.0311815 | Time: 8306.35 ms [2022-02-22 17:05:37 main:574] : INFO : Epoch 2021 | loss: 0.0311731 | val_loss: 0.03118 | Time: 8223.72 ms [2022-02-22 17:05:45 main:574] : INFO : Epoch 2022 | loss: 0.0311736 | val_loss: 0.0311841 | Time: 8283.29 ms [2022-02-22 17:05:54 main:574] : INFO : Epoch 2023 | loss: 0.031175 | val_loss: 0.0311808 | Time: 8267.29 ms [2022-02-22 17:06:03 main:574] : INFO : Epoch 2024 | loss: 0.0311737 | val_loss: 0.0311802 | Time: 8857.08 ms [2022-02-22 17:06:11 main:574] : INFO : Epoch 2025 | loss: 0.0311771 | val_loss: 0.0311847 | Time: 8158.29 ms [2022-02-22 17:06:19 main:574] : INFO : Epoch 2026 | loss: 0.0311728 | val_loss: 0.0311765 | Time: 8582.57 ms [2022-02-22 17:06:28 main:574] : INFO : Epoch 2027 | loss: 0.0311706 | val_loss: 0.031176 | Time: 9001.91 ms [2022-02-22 17:06:37 main:574] : INFO : Epoch 2028 | loss: 0.0311698 | val_loss: 0.0311802 | Time: 8922.39 ms [2022-02-22 17:06:46 main:574] : INFO : Epoch 2029 | loss: 0.0311718 | val_loss: 0.0311838 | Time: 9039.12 ms [2022-02-22 17:06:56 main:574] : INFO : Epoch 2030 | loss: 0.0311783 | val_loss: 0.0311855 | Time: 9243.3 ms [2022-02-22 17:07:04 main:574] : INFO : Epoch 2031 | loss: 0.0311761 | val_loss: 0.031181 | Time: 8465.89 ms [2022-02-22 17:07:13 main:574] : INFO : Epoch 2032 | loss: 0.0311704 | val_loss: 0.0311765 | Time: 8600.64 ms [2022-02-22 17:07:22 main:574] : INFO : Epoch 2033 | loss: 0.0311691 | val_loss: 0.0311774 | Time: 9097.34 ms [2022-02-22 17:07:31 main:574] : INFO : Epoch 2034 | loss: 0.0311704 | val_loss: 0.0311743 | Time: 9081.3 ms [2022-02-22 17:07:40 main:574] : INFO : Epoch 2035 | loss: 0.0311699 | val_loss: 0.0311746 | Time: 8806.3 ms [2022-02-22 17:07:48 main:574] : INFO : Epoch 2036 | loss: 0.0311697 | val_loss: 0.0311746 | Time: 8558.77 ms [2022-02-22 17:07:56 main:574] : INFO : Epoch 2037 | loss: 0.0311719 | val_loss: 0.0311838 | Time: 7857.34 ms [2022-02-22 17:08:04 main:574] : INFO : Epoch 2038 | loss: 0.031174 | val_loss: 0.0311766 | Time: 8156.77 ms [2022-02-22 17:08:13 main:574] : INFO : Epoch 2039 | loss: 0.031168 | val_loss: 0.0311771 | Time: 8137.93 ms [2022-02-22 17:08:21 main:574] : INFO : Epoch 2040 | loss: 0.0311687 | val_loss: 0.0311754 | Time: 8394.07 ms [2022-02-22 17:08:29 main:574] : INFO : Epoch 2041 | loss: 0.0311692 | val_loss: 0.0311746 | Time: 8425.15 ms [2022-02-22 17:08:37 main:574] : INFO : Epoch 2042 | loss: 0.0311689 | val_loss: 0.0311739 | Time: 7829.28 ms [2022-02-22 17:08:45 main:574] : INFO : Epoch 2043 | loss: 0.0311704 | val_loss: 0.0311759 | Time: 8072.89 ms [2022-02-22 17:08:54 main:574] : INFO : Epoch 2044 | loss: 0.0311695 | val_loss: 0.0311759 | Time: 8179.71 ms [2022-02-22 17:09:02 main:574] : INFO : Epoch 2045 | loss: 0.0311731 | val_loss: 0.0311755 | Time: 8215.37 ms [2022-02-22 17:09:10 main:574] : INFO : Epoch 2046 | loss: 0.0311711 | val_loss: 0.031175 | Time: 7893.51 ms [2022-02-22 17:09:18 main:574] : INFO : Epoch 2047 | loss: 0.0311731 | val_loss: 0.0311756 | Time: 8777.86 ms [2022-02-22 17:09:27 main:574] : INFO : Epoch 2048 | loss: 0.0311732 | val_loss: 0.0311731 | Time: 8594.56 ms [2022-02-22 17:09:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311731 [2022-02-22 17:09:27 main:603] : INFO : Saving end state to config to file [2022-02-22 17:09:27 main:608] : INFO : Success, exiting.. 17:09:27 (12768): 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)