Task 14249363
| Name | ParityModified-1647046633-10330-3-0_0 |
| Workunit | 11306519 |
| Created | 2 Apr 2022, 13:23:04 UTC |
| Sent | 8 Apr 2022, 13:21:51 UTC |
| Report deadline | 16 Apr 2022, 13:21:51 UTC |
| Received | 8 Apr 2022, 17:29:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3241 |
| Run time | 3 hours 5 min 58 sec |
| CPU time | 2 hours 54 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,068.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> | loss: 0.031195 | val_loss: 0.031201 | Time: 4898.57 ms [2022-04-08 08:46:36 main:574] : INFO : Epoch 1543 | loss: 0.0311941 | val_loss: 0.031201 | Time: 4926.5 ms [2022-04-08 08:46:41 main:574] : INFO : Epoch 1544 | loss: 0.031194 | val_loss: 0.0312008 | Time: 5098.55 ms [2022-04-08 08:46:46 main:574] : INFO : Epoch 1545 | loss: 0.0311955 | val_loss: 0.0312042 | Time: 5260.62 ms [2022-04-08 08:46:52 main:574] : INFO : Epoch 1546 | loss: 0.0311973 | val_loss: 0.0312027 | Time: 5218.57 ms [2022-04-08 08:46:57 main:574] : INFO : Epoch 1547 | loss: 0.0311951 | val_loss: 0.0311988 | Time: 4914.96 ms [2022-04-08 08:47:02 main:574] : INFO : Epoch 1548 | loss: 0.0311946 | val_loss: 0.0311982 | Time: 4952.52 ms [2022-04-08 08:47:07 main:574] : INFO : Epoch 1549 | loss: 0.0311941 | val_loss: 0.0312005 | Time: 5003.49 ms [2022-04-08 08:47:12 main:574] : INFO : Epoch 1550 | loss: 0.031195 | val_loss: 0.0311998 | Time: 5019.13 ms [2022-04-08 08:47:17 main:574] : INFO : Epoch 1551 | loss: 0.0311959 | val_loss: 0.0311982 | Time: 4878.64 ms [2022-04-08 08:47:22 main:574] : INFO : Epoch 1552 | loss: 0.0311937 | val_loss: 0.0312005 | Time: 4923.85 ms [2022-04-08 08:47:27 main:574] : INFO : Epoch 1553 | loss: 0.0311927 | val_loss: 0.0312003 | Time: 4908.25 ms [2022-04-08 08:47:32 main:574] : INFO : Epoch 1554 | loss: 0.0311939 | val_loss: 0.0311992 | Time: 4941.82 ms [2022-04-08 08:47:37 main:574] : INFO : Epoch 1555 | loss: 0.0311924 | val_loss: 0.0312019 | Time: 4955.28 ms [2022-04-08 08:47:42 main:574] : INFO : Epoch 1556 | loss: 0.0311932 | val_loss: 0.0311994 | Time: 4974.36 ms [2022-04-08 08:47:47 main:574] : INFO : Epoch 1557 | loss: 0.0311918 | val_loss: 0.0312001 | Time: 4910.31 ms [2022-04-08 08:47:52 main:574] : INFO : Epoch 1558 | loss: 0.0311916 | val_loss: 0.0311996 | Time: 4952.36 ms [2022-04-08 08:47:57 main:574] : INFO : Epoch 1559 | loss: 0.0311925 | val_loss: 0.0311997 | Time: 5093.33 ms [2022-04-08 08:48:02 main:574] : INFO : Epoch 1560 | loss: 0.0311948 | val_loss: 0.0312056 | Time: 5044.79 ms [2022-04-08 08:48:07 main:574] : INFO : Epoch 1561 | loss: 0.0311987 | val_loss: 0.031201 | Time: 4936.47 ms [2022-04-08 08:48:12 main:574] : INFO : Epoch 1562 | loss: 0.0311981 | val_loss: 0.0311994 | Time: 5221.66 ms [2022-04-08 08:48:17 main:574] : INFO : Epoch 1563 | loss: 0.0311984 | val_loss: 0.0312004 | Time: 5028.83 ms [2022-04-08 08:48:22 main:574] : INFO : Epoch 1564 | loss: 0.0311982 | val_loss: 0.0312001 | Time: 4910.54 ms [2022-04-08 08:48:27 main:574] : INFO : Epoch 1565 | loss: 0.0311986 | val_loss: 0.0312029 | Time: 4902.67 ms [2022-04-08 08:48:32 main:574] : INFO : Epoch 1566 | loss: 0.0311975 | val_loss: 0.0312003 | Time: 4870.55 ms [2022-04-08 08:48:36 main:574] : INFO : Epoch 1567 | loss: 0.0311959 | val_loss: 0.0311987 | Time: 4859.49 ms [2022-04-08 08:48:42 main:574] : INFO : Epoch 1568 | loss: 0.0311949 | val_loss: 0.031201 | Time: 5066.46 ms [2022-04-08 08:48:47 main:574] : INFO : Epoch 1569 | loss: 0.0311946 | val_loss: 0.0311994 | Time: 4987.82 ms [2022-04-08 08:48:51 main:574] : INFO : Epoch 1570 | loss: 0.0311947 | val_loss: 0.031199 | Time: 4892.62 ms [2022-04-08 08:48:57 main:574] : INFO : Epoch 1571 | loss: 0.0311941 | val_loss: 0.0312004 | Time: 5130.64 ms [2022-04-08 08:49:02 main:574] : INFO : Epoch 1572 | loss: 0.031195 | val_loss: 0.0311981 | Time: 5457 ms [2022-04-08 08:49:08 main:574] : INFO : Epoch 1573 | loss: 0.0311934 | val_loss: 0.0312001 | Time: 5527.18 ms [2022-04-08 08:49:13 main:574] : INFO : Epoch 1574 | loss: 0.0311934 | val_loss: 0.0312034 | Time: 4972.81 ms [2022-04-08 08:49:18 main:574] : INFO : Epoch 1575 | loss: 0.0311929 | val_loss: 0.031201 | Time: 5510.05 ms [2022-04-08 08:49:23 main:574] : INFO : Epoch 1576 | loss: 0.0311926 | val_loss: 0.0311998 | Time: 5338.09 ms [2022-04-08 08:49:29 main:574] : INFO : Epoch 1577 | loss: 0.031192 | val_loss: 0.0312074 | Time: 5237.47 ms [2022-04-08 08:49:34 main:574] : INFO : Epoch 1578 | loss: 0.0311972 | val_loss: 0.031199 | Time: 5241.45 ms [2022-04-08 08:49:39 main:574] : INFO : Epoch 1579 | loss: 0.0311915 | val_loss: 0.0311991 | Time: 4818.55 ms [2022-04-08 08:49:44 main:574] : INFO : Epoch 1580 | loss: 0.0311907 | val_loss: 0.0312009 | Time: 4821.93 ms [2022-04-08 08:49:48 main:574] : INFO : Epoch 1581 | loss: 0.0311903 | val_loss: 0.0311986 | Time: 4791.42 ms [2022-04-08 08:49:53 main:574] : INFO : Epoch 1582 | loss: 0.0311891 | val_loss: 0.0311987 | Time: 4840.78 ms [2022-04-08 08:49:58 main:574] : INFO : Epoch 1583 | loss: 0.0311899 | val_loss: 0.0311999 | Time: 4907.11 ms [2022-04-08 08:50:03 main:574] : INFO : Epoch 1584 | loss: 0.0311902 | val_loss: 0.0311996 | Time: 4850.46 ms [2022-04-08 08:50:08 main:574] : INFO : Epoch 1585 | loss: 0.0311902 | val_loss: 0.0311997 | Time: 4830.82 ms [2022-04-08 08:50:13 main:574] : INFO : Epoch 1586 | loss: 0.0311894 | val_loss: 0.0312014 | Time: 4850.93 ms [2022-04-08 08:50:18 main:574] : INFO : Epoch 1587 | loss: 0.0311892 | val_loss: 0.0312007 | Time: 4820.06 ms [2022-04-08 08:50:22 main:574] : INFO : Epoch 1588 | loss: 0.0311955 | val_loss: 0.0312004 | Time: 4805.56 ms [2022-04-08 08:50:27 main:574] : INFO : Epoch 1589 | loss: 0.0311958 | val_loss: 0.0311997 | Time: 4861.76 ms [2022-04-08 08:50:32 main:574] : INFO : Epoch 1590 | loss: 0.0311936 | val_loss: 0.0311991 | Time: 4854.82 ms [2022-04-08 08:50:37 main:574] : INFO : Epoch 1591 | loss: 0.0311963 | val_loss: 0.031201 | Time: 4775.6 ms [2022-04-08 08:50:42 main:574] : INFO : Epoch 1592 | loss: 0.0311975 | val_loss: 0.0312012 | Time: 4794.34 ms [2022-04-08 08:50:47 main:574] : INFO : Epoch 1593 | loss: 0.0311958 | val_loss: 0.0311999 | Time: 4857.6 ms [2022-04-08 08:50:51 main:574] : INFO : Epoch 1594 | loss: 0.0311943 | val_loss: 0.0312004 | Time: 4835.81 ms [2022-04-08 08:50:56 main:574] : INFO : Epoch 1595 | loss: 0.0311939 | val_loss: 0.0311988 | Time: 4813.77 ms [2022-04-08 08:51:01 main:574] : INFO : Epoch 1596 | loss: 0.0311932 | val_loss: 0.0311984 | Time: 4855.81 ms [2022-04-08 08:51:06 main:574] : INFO : Epoch 1597 | loss: 0.0311961 | val_loss: 0.0312013 | Time: 4913.26 ms [2022-04-08 08:51:11 main:574] : INFO : Epoch 1598 | loss: 0.0311934 | val_loss: 0.0311989 | Time: 4813.24 ms [2022-04-08 08:51:16 main:574] : INFO : Epoch 1599 | loss: 0.0311941 | val_loss: 0.0312011 | Time: 4825.64 ms [2022-04-08 08:51:20 main:574] : INFO : Epoch 1600 | loss: 0.0311922 | val_loss: 0.031199 | Time: 4802.28 ms [2022-04-08 08:51:25 main:574] : INFO : Epoch 1601 | loss: 0.031192 | val_loss: 0.0312006 | Time: 4794.35 ms [2022-04-08 08:51:30 main:574] : INFO : Epoch 1602 | loss: 0.0311943 | val_loss: 0.0312005 | Time: 4850.32 ms [2022-04-08 08:51:35 main:574] : INFO : Epoch 1603 | loss: 0.0311906 | val_loss: 0.0311981 | Time: 4868.12 ms [2022-04-08 08:51:40 main:574] : INFO : Epoch 1604 | loss: 0.0311899 | val_loss: 0.0311995 | Time: 4784.83 ms [2022-04-08 08:51:45 main:574] : INFO : Epoch 1605 | loss: 0.0311904 | val_loss: 0.0311984 | Time: 4810.08 ms [2022-04-08 08:51:49 main:574] : INFO : Epoch 1606 | loss: 0.0311893 | val_loss: 0.0311999 | Time: 4781.53 ms [2022-04-08 08:51:54 main:574] : INFO : Epoch 1607 | loss: 0.0311889 | val_loss: 0.0311978 | Time: 4850.78 ms [2022-04-08 08:51:59 main:574] : INFO : Epoch 1608 | loss: 0.0311889 | val_loss: 0.0311991 | Time: 4857.58 ms [2022-04-08 08:52:04 main:574] : INFO : Epoch 1609 | loss: 0.0311898 | val_loss: 0.0312033 | Time: 5214.92 ms [2022-04-08 08:52:09 main:574] : INFO : Epoch 1610 | loss: 0.031191 | val_loss: 0.0311982 | Time: 4775.22 ms [2022-04-08 08:52:14 main:574] : INFO : Epoch 1611 | loss: 0.0311906 | val_loss: 0.0311987 | Time: 4800.29 ms [2022-04-08 08:52:19 main:574] : INFO : Epoch 1612 | loss: 0.0311897 | val_loss: 0.031198 | Time: 4813.4 ms [2022-04-08 08:52:24 main:574] : INFO : Epoch 1613 | loss: 0.0311882 | val_loss: 0.0311973 | Time: 4825.33 ms [2022-04-08 08:52:28 main:574] : INFO : Epoch 1614 | loss: 0.0311876 | val_loss: 0.0311979 | Time: 4813.29 ms [2022-04-08 08:52:33 main:574] : INFO : Epoch 1615 | loss: 0.0311875 | val_loss: 0.0311979 | Time: 4797.76 ms [2022-04-08 08:52:38 main:574] : INFO : Epoch 1616 | loss: 0.0311888 | val_loss: 0.0312014 | Time: 4936.21 ms [2022-04-08 08:52:43 main:574] : INFO : Epoch 1617 | loss: 0.0311884 | val_loss: 0.0311992 | Time: 5091.03 ms [2022-04-08 08:52:48 main:574] : INFO : Epoch 1618 | loss: 0.0311893 | val_loss: 0.0311984 | Time: 5155.46 ms [2022-04-08 08:52:53 main:574] : INFO : Epoch 1619 | loss: 0.0311886 | val_loss: 0.0312011 | Time: 4924.92 ms [2022-04-08 08:52:58 main:574] : INFO : Epoch 1620 | loss: 0.0311912 | val_loss: 0.0311992 | Time: 4819.12 ms [2022-04-08 08:53:03 main:574] : INFO : Epoch 1621 | loss: 0.0311884 | val_loss: 0.0311991 | Time: 4844.27 ms [2022-04-08 08:53:08 main:574] : INFO : Epoch 1622 | loss: 0.0311883 | val_loss: 0.0311974 | Time: 4794.65 ms [2022-04-08 08:53:13 main:574] : INFO : Epoch 1623 | loss: 0.0311893 | val_loss: 0.0312031 | Time: 4849.75 ms [2022-04-08 08:53:17 main:574] : INFO : Epoch 1624 | loss: 0.0311877 | val_loss: 0.0311974 | Time: 4781 ms [2022-04-08 08:53:22 main:574] : INFO : Epoch 1625 | loss: 0.0311878 | val_loss: 0.0312006 | Time: 4650.91 ms [2022-04-08 08:53:27 main:574] : INFO : Epoch 1626 | loss: 0.0311886 | val_loss: 0.0311986 | Time: 4730.7 ms [2022-04-08 08:53:32 main:574] : INFO : Epoch 1627 | loss: 0.0311871 | val_loss: 0.0311983 | Time: 5030.46 ms [2022-04-08 08:53:37 main:574] : INFO : Epoch 1628 | loss: 0.0311879 | val_loss: 0.0311989 | Time: 5088.47 ms [2022-04-08 08:53:42 main:574] : INFO : Epoch 1629 | loss: 0.0311875 | val_loss: 0.031199 | Time: 4967.24 ms [2022-04-08 08:53:47 main:574] : INFO : Epoch 1630 | loss: 0.0311883 | val_loss: 0.031198 | Time: 4840.89 ms [2022-04-08 08:53:52 main:574] : INFO : Epoch 1631 | loss: 0.0311892 | val_loss: 0.0311985 | Time: 4885.93 ms [2022-04-08 08:53:57 main:574] : INFO : Epoch 1632 | loss: 0.0311901 | val_loss: 0.0311963 | Time: 4849.36 ms [2022-04-08 08:54:02 main:574] : INFO : Epoch 1633 | loss: 0.0311896 | val_loss: 0.0312007 | Time: 5052.81 ms [2022-04-08 08:54:06 main:574] : INFO : Epoch 1634 | loss: 0.0311868 | val_loss: 0.0311969 | Time: 4820.91 ms [2022-04-08 08:54:11 main:574] : INFO : Epoch 1635 | loss: 0.0311881 | val_loss: 0.0311971 | Time: 4811.93 ms [2022-04-08 08:54:16 main:574] : INFO : Epoch 1636 | loss: 0.0311901 | val_loss: 0.0311985 | Time: 4835.75 ms [2022-04-08 08:54:21 main:574] : INFO : Epoch 1637 | loss: 0.0311902 | val_loss: 0.0311961 | Time: 4838.26 ms [2022-04-08 08:54:26 main:574] : INFO : Epoch 1638 | loss: 0.0311893 | val_loss: 0.0311951 | Time: 4865.17 ms [2022-04-08 08:54:31 main:574] : INFO : Epoch 1639 | loss: 0.0311893 | val_loss: 0.0311959 | Time: 4849.01 ms [2022-04-08 08:54:36 main:574] : INFO : Epoch 1640 | loss: 0.0311904 | val_loss: 0.0311972 | Time: 4875.93 ms [2022-04-08 08:54:40 main:574] : INFO : Epoch 1641 | loss: 0.0311922 | val_loss: 0.0311953 | Time: 4796.17 ms [2022-04-08 08:54:45 main:574] : INFO : Epoch 1642 | loss: 0.0311912 | val_loss: 0.0311949 | Time: 4834.96 ms [2022-04-08 08:54:50 main:574] : INFO : Epoch 1643 | loss: 0.0311909 | val_loss: 0.0311952 | Time: 4905.01 ms [2022-04-08 08:54:55 main:574] : INFO : Epoch 1644 | loss: 0.0311901 | val_loss: 0.031195 | Time: 4838.67 ms [2022-04-08 08:55:00 main:574] : INFO : Epoch 1645 | loss: 0.03119 | val_loss: 0.0311948 | Time: 4808.4 ms [2022-04-08 08:55:05 main:574] : INFO : Epoch 1646 | loss: 0.031191 | val_loss: 0.0311972 | Time: 4768.94 ms [2022-04-08 08:55:09 main:574] : INFO : Epoch 1647 | loss: 0.0311901 | val_loss: 0.0311953 | Time: 4850.06 ms [2022-04-08 08:55:14 main:574] : INFO : Epoch 1648 | loss: 0.0311894 | val_loss: 0.0311947 | Time: 4859.61 ms [2022-04-08 08:55:19 main:574] : INFO : Epoch 1649 | loss: 0.0311917 | val_loss: 0.031196 | Time: 4816.6 ms [2022-04-08 08:55:24 main:574] : INFO : Epoch 1650 | loss: 0.0311904 | val_loss: 0.0311948 | Time: 4843.45 ms [2022-04-08 08:55:29 main:574] : INFO : Epoch 1651 | loss: 0.0311937 | val_loss: 0.0312074 | Time: 4891.15 ms [2022-04-08 08:55:34 main:574] : INFO : Epoch 1652 | loss: 0.0311923 | val_loss: 0.031196 | Time: 4903.87 ms [2022-04-08 08:55:39 main:574] : INFO : Epoch 1653 | loss: 0.0311897 | val_loss: 0.0311948 | Time: 4853.12 ms [2022-04-08 08:55:43 main:574] : INFO : Epoch 1654 | loss: 0.0311886 | val_loss: 0.0311944 | Time: 4834.87 ms [2022-04-08 08:55:48 main:574] : INFO : Epoch 1655 | loss: 0.0311887 | val_loss: 0.0311939 | Time: 4859.04 ms [2022-04-08 08:55:53 main:574] : INFO : Epoch 1656 | loss: 0.0311895 | val_loss: 0.0311976 | Time: 4824.96 ms [2022-04-08 08:55:58 main:574] : INFO : Epoch 1657 | loss: 0.0311929 | val_loss: 0.0311965 | Time: 4778.01 ms [2022-04-08 08:56:03 main:574] : INFO : Epoch 1658 | loss: 0.0311927 | val_loss: 0.0311974 | Time: 4823.69 ms [2022-04-08 08:56:08 main:574] : INFO : Epoch 1659 | loss: 0.031192 | val_loss: 0.0311969 | Time: 4809.34 ms [2022-04-08 08:56:12 main:574] : INFO : Epoch 1660 | loss: 0.0311916 | val_loss: 0.031197 | Time: 4857.2 ms [2022-04-08 08:56:18 main:574] : INFO : Epoch 1661 | loss: 0.0311901 | val_loss: 0.0311961 | Time: 5258.42 ms [2022-04-08 08:56:23 main:574] : INFO : Epoch 1662 | loss: 0.0311909 | val_loss: 0.031199 | Time: 4839.99 ms [2022-04-08 08:56:27 main:574] : INFO : Epoch 1663 | loss: 0.0311922 | val_loss: 0.0311965 | Time: 4803.9 ms [2022-04-08 08:56:32 main:574] : INFO : Epoch 1664 | loss: 0.0311941 | val_loss: 0.0312017 | Time: 4812.42 ms [2022-04-08 08:56:37 main:574] : INFO : Epoch 1665 | loss: 0.0311949 | val_loss: 0.0311981 | Time: 4797.13 ms [2022-04-08 08:56:42 main:574] : INFO : Epoch 1666 | loss: 0.0311939 | val_loss: 0.0312005 | Time: 4838.48 ms [2022-04-08 08:56:47 main:574] : INFO : Epoch 1667 | loss: 0.0311922 | val_loss: 0.0311954 | Time: 4842.87 ms [2022-04-08 08:56:51 main:574] : INFO : Epoch 1668 | loss: 0.0311903 | val_loss: 0.0311946 | Time: 4835.57 ms [2022-04-08 08:56:56 main:574] : INFO : Epoch 1669 | loss: 0.0311888 | val_loss: 0.0311953 | Time: 4847.94 ms [2022-04-08 08:57:01 main:574] : INFO : Epoch 1670 | loss: 0.0311882 | val_loss: 0.0311967 | Time: 4883.48 ms [2022-04-08 08:57:06 main:574] : INFO : Epoch 1671 | loss: 0.0311895 | val_loss: 0.0311964 | Time: 4811.81 ms [2022-04-08 08:57:11 main:574] : INFO : Epoch 1672 | loss: 0.0311899 | val_loss: 0.0312033 | Time: 4845.74 ms [2022-04-08 08:57:16 main:574] : INFO : Epoch 1673 | loss: 0.0311897 | val_loss: 0.0311946 | Time: 4837.33 ms [2022-04-08 08:57:21 main:574] : INFO : Epoch 1674 | loss: 0.0311885 | val_loss: 0.0311956 | Time: 4842.67 ms [2022-04-08 08:57:25 main:574] : INFO : Epoch 1675 | loss: 0.0311895 | val_loss: 0.0311942 | Time: 4788.41 ms [2022-04-08 08:57:31 main:574] : INFO : Epoch 1676 | loss: 0.0311888 | val_loss: 0.0311938 | Time: 5197.98 ms [2022-04-08 08:57:35 main:574] : INFO : Epoch 1677 | loss: 0.0311966 | val_loss: 0.0312027 | Time: 4854.88 ms [2022-04-08 08:57:40 main:574] : INFO : Epoch 1678 | loss: 0.0312009 | val_loss: 0.0312063 | Time: 4752.12 ms [2022-04-08 08:57:45 main:574] : INFO : Epoch 1679 | loss: 0.0312048 | val_loss: 0.0312061 | Time: 4831.21 ms [2022-04-08 08:57:50 main:574] : INFO : Epoch 1680 | loss: 0.0312041 | val_loss: 0.0312093 | Time: 4846.24 ms [2022-04-08 08:57:55 main:574] : INFO : Epoch 1681 | loss: 0.0312038 | val_loss: 0.0312064 | Time: 4994.68 ms [2022-04-08 08:58:00 main:574] : INFO : Epoch 1682 | loss: 0.0312011 | val_loss: 0.0312074 | Time: 4882.02 ms [2022-04-08 08:58:05 main:574] : INFO : Epoch 1683 | loss: 0.0312009 | val_loss: 0.0312038 | Time: 4859.82 ms [2022-04-08 08:58:09 main:574] : INFO : Epoch 1684 | loss: 0.0312006 | val_loss: 0.0312055 | Time: 4829.05 ms [2022-04-08 08:58:14 main:574] : INFO : Epoch 1685 | loss: 0.0312023 | val_loss: 0.0312018 | Time: 4845.33 ms [2022-04-08 08:58:19 main:574] : INFO : Epoch 1686 | loss: 0.0312009 | val_loss: 0.0312026 | Time: 4840.98 ms [2022-04-08 08:58:24 main:574] : INFO : Epoch 1687 | loss: 0.0312019 | val_loss: 0.0312026 | Time: 4875.96 ms [2022-04-08 08:58:29 main:574] : INFO : Epoch 1688 | loss: 0.0312005 | val_loss: 0.0311998 | Time: 4927.08 ms [2022-04-08 08:58:34 main:574] : INFO : Epoch 1689 | loss: 0.0312008 | val_loss: 0.0312013 | Time: 4813.5 ms [2022-04-08 08:58:39 main:574] : INFO : Epoch 1690 | loss: 0.0311988 | val_loss: 0.0312006 | Time: 4777.78 ms [2022-04-08 08:58:44 main:574] : INFO : Epoch 1691 | loss: 0.0312009 | val_loss: 0.0312022 | Time: 4893.45 ms [2022-04-08 08:58:48 main:574] : INFO : Epoch 1692 | loss: 0.0312033 | val_loss: 0.0312024 | Time: 4841.57 ms [2022-04-08 08:58:53 main:574] : INFO : Epoch 1693 | loss: 0.0312026 | val_loss: 0.0312029 | Time: 4805.07 ms [2022-04-08 08:58:58 main:574] : INFO : Epoch 1694 | loss: 0.0312028 | val_loss: 0.0312027 | Time: 4872.91 ms [2022-04-08 08:59:03 main:574] : INFO : Epoch 1695 | loss: 0.0312016 | val_loss: 0.0312035 | Time: 4853.21 ms [2022-04-08 08:59:08 main:574] : INFO : Epoch 1696 | loss: 0.0312004 | val_loss: 0.031203 | Time: 4855.18 ms [2022-04-08 08:59:13 main:574] : INFO : Epoch 1697 | loss: 0.0312006 | val_loss: 0.0312017 | Time: 4849.65 ms [2022-04-08 08:59:18 main:574] : INFO : Epoch 1698 | loss: 0.0312008 | val_loss: 0.0312021 | Time: 4945.83 ms [2022-04-08 08:59:22 main:574] : INFO : Epoch 1699 | loss: 0.0312048 | val_loss: 0.0312002 | Time: 4876.52 ms [2022-04-08 08:59:27 main:574] : INFO : Epoch 1700 | loss: 0.0312027 | val_loss: 0.0312104 | Time: 4818.21 ms [2022-04-08 08:59:32 main:574] : INFO : Epoch 1701 | loss: 0.031203 | val_loss: 0.0312011 | Time: 5104.3 ms [2022-04-08 08:59:37 main:574] : INFO : Epoch 1702 | loss: 0.0312029 | val_loss: 0.0311987 | Time: 4880.21 ms [2022-04-08 08:59:42 main:574] : INFO : Epoch 1703 | loss: 0.0312004 | val_loss: 0.0311998 | Time: 4806.66 ms [2022-04-08 08:59:47 main:574] : INFO : Epoch 1704 | loss: 0.0311992 | val_loss: 0.0311982 | Time: 4830.26 ms [2022-04-08 08:59:52 main:574] : INFO : Epoch 1705 | loss: 0.0311991 | val_loss: 0.0311989 | Time: 4812.77 ms [2022-04-08 08:59:57 main:574] : INFO : Epoch 1706 | loss: 0.0312103 | val_loss: 0.0312128 | Time: 4763.55 ms [2022-04-08 09:00:01 main:574] : INFO : Epoch 1707 | loss: 0.0312052 | val_loss: 0.0311945 | Time: 4812.32 ms [2022-04-08 09:00:06 main:574] : INFO : Epoch 1708 | loss: 0.0312001 | val_loss: 0.031193 | Time: 4917.75 ms [2022-04-08 09:00:11 main:574] : INFO : Epoch 1709 | loss: 0.0311992 | val_loss: 0.0311924 | Time: 4875.16 ms [2022-04-08 09:00:16 main:574] : INFO : Epoch 1710 | loss: 0.0311985 | val_loss: 0.0311965 | Time: 4910.34 ms [2022-04-08 09:00:21 main:574] : INFO : Epoch 1711 | loss: 0.0311973 | val_loss: 0.0311929 | Time: 4828.46 ms [2022-04-08 09:00:26 main:574] : INFO : Epoch 1712 | loss: 0.0311952 | val_loss: 0.0311909 | Time: 4883.14 ms [2022-04-08 09:00:31 main:574] : INFO : Epoch 1713 | loss: 0.0311943 | val_loss: 0.0311962 | Time: 4865.44 ms [2022-04-08 09:00:36 main:574] : INFO : Epoch 1714 | loss: 0.0311992 | val_loss: 0.0311963 | Time: 4921.47 ms [2022-04-08 09:00:40 main:574] : INFO : Epoch 1715 | loss: 0.0311988 | val_loss: 0.0311923 | Time: 4821.67 ms [2022-04-08 09:00:45 main:574] : INFO : Epoch 1716 | loss: 0.0311953 | val_loss: 0.0311925 | Time: 4829.83 ms [2022-04-08 09:00:50 main:574] : INFO : Epoch 1717 | loss: 0.0311942 | val_loss: 0.0311919 | Time: 4863.79 ms [2022-04-08 09:00:55 main:574] : INFO : Epoch 1718 | loss: 0.0311937 | val_loss: 0.0311907 | Time: 5072.9 ms [2022-04-08 09:01:00 main:574] : INFO : Epoch 1719 | loss: 0.0311939 | val_loss: 0.0311924 | Time: 5069.35 ms [2022-04-08 09:01:05 main:574] : INFO : Epoch 1720 | loss: 0.0311931 | val_loss: 0.031193 | Time: 5153.77 ms [2022-04-08 09:01:10 main:574] : INFO : Epoch 1721 | loss: 0.0311945 | val_loss: 0.0311933 | Time: 4813.29 ms [2022-04-08 09:01:15 main:574] : INFO : Epoch 1722 | loss: 0.0311929 | val_loss: 0.0311894 | Time: 4864.71 ms [2022-04-08 09:01:20 main:574] : INFO : Epoch 1723 | loss: 0.031194 | val_loss: 0.031192 | Time: 4830.67 ms [2022-04-08 09:01:25 main:574] : INFO : Epoch 1724 | loss: 0.0311969 | val_loss: 0.0311951 | Time: 4808.65 ms [2022-04-08 09:01:30 main:574] : INFO : Epoch 1725 | loss: 0.0311956 | val_loss: 0.0311946 | Time: 4787.92 ms [2022-04-08 09:01:35 main:574] : INFO : Epoch 1726 | loss: 0.0312081 | val_loss: 0.0312073 | Time: 5276.43 ms [2022-04-08 09:01:40 main:574] : INFO : Epoch 1727 | loss: 0.0312085 | val_loss: 0.0312009 | Time: 4787.92 ms [2022-04-08 09:01:44 main:574] : INFO : Epoch 1728 | loss: 0.0312039 | val_loss: 0.0311963 | Time: 4788.02 ms [2022-04-08 09:01:49 main:574] : INFO : Epoch 1729 | loss: 0.0312015 | val_loss: 0.0311927 | Time: 4781.09 ms [2022-04-08 09:01:54 main:574] : INFO : Epoch 1730 | loss: 0.0311996 | val_loss: 0.0311966 | Time: 4807.41 ms [2022-04-08 09:01:59 main:574] : INFO : Epoch 1731 | loss: 0.0311969 | val_loss: 0.0311954 | Time: 4798.77 ms [2022-04-08 09:02:04 main:574] : INFO : Epoch 1732 | loss: 0.0311966 | val_loss: 0.0311901 | Time: 4822.11 ms [2022-04-08 09:02:09 main:574] : INFO : Epoch 1733 | loss: 0.031196 | val_loss: 0.0311908 | Time: 4882.07 ms [2022-04-08 09:02:13 main:574] : INFO : Epoch 1734 | loss: 0.0311935 | val_loss: 0.0311933 | Time: 4826.55 ms [2022-04-08 09:02:18 main:574] : INFO : Epoch 1735 | loss: 0.0311972 | val_loss: 0.0311947 | Time: 4908.97 ms [2022-04-08 09:02:23 main:574] : INFO : Epoch 1736 | loss: 0.0311948 | val_loss: 0.0311898 | Time: 4855.42 ms [2022-04-08 09:02:28 main:574] : INFO : Epoch 1737 | loss: 0.0311936 | val_loss: 0.0311888 | Time: 4829.44 ms [2022-04-08 09:02:33 main:574] : INFO : Epoch 1738 | loss: 0.0311924 | val_loss: 0.0311892 | Time: 4819.55 ms [2022-04-08 09:02:38 main:574] : INFO : Epoch 1739 | loss: 0.0311916 | val_loss: 0.031189 | Time: 4881.41 ms [2022-04-08 09:02:43 main:574] : INFO : Epoch 1740 | loss: 0.0311912 | val_loss: 0.0311889 | Time: 4832.51 ms [2022-04-08 09:02:47 main:574] : INFO : Epoch 1741 | loss: 0.0311932 | val_loss: 0.0311894 | Time: 4868.7 ms [2022-04-08 09:02:52 main:574] : INFO : Epoch 1742 | loss: 0.0311957 | val_loss: 0.0311892 | Time: 4828.86 ms [2022-04-08 09:02:57 main:574] : INFO : Epoch 1743 | loss: 0.0311921 | val_loss: 0.0311925 | Time: 4839.92 ms [2022-04-08 09:03:02 main:574] : INFO : Epoch 1744 | loss: 0.0311914 | val_loss: 0.0311912 | Time: 4858.6 ms [2022-04-08 09:03:07 main:574] : INFO : Epoch 1745 | loss: 0.0311936 | val_loss: 0.0311904 | Time: 4862.8 ms [2022-04-08 09:03:12 main:574] : INFO : Epoch 1746 | loss: 0.0311918 | val_loss: 0.0311907 | Time: 4833.19 ms [2022-04-08 09:03:17 main:574] : INFO : Epoch 1747 | loss: 0.031192 | val_loss: 0.0311929 | Time: 4888.07 ms [2022-04-08 09:03:21 main:574] : INFO : Epoch 1748 | loss: 0.0311939 | val_loss: 0.0311894 | Time: 4861.83 ms [2022-04-08 09:03:26 main:574] : INFO : Epoch 1749 | loss: 0.0311942 | val_loss: 0.031194 | Time: 4909.06 ms [2022-04-08 09:03:31 main:574] : INFO : Epoch 1750 | loss: 0.0311928 | val_loss: 0.0311909 | Time: 4885.79 ms [2022-04-08 09:03:36 main:574] : INFO : Epoch 1751 | loss: 0.0311931 | val_loss: 0.0311917 | Time: 4834.14 ms [2022-04-08 09:03:41 main:574] : INFO : Epoch 1752 | loss: 0.031193 | val_loss: 0.0311928 | Time: 4822.91 ms [2022-04-08 09:03:46 main:574] : INFO : Epoch 1753 | loss: 0.0311918 | val_loss: 0.0311931 | Time: 4923.22 ms [2022-04-08 09:03:51 main:574] : INFO : Epoch 1754 | loss: 0.0311905 | val_loss: 0.0311895 | Time: 4795.44 ms [2022-04-08 09:03:55 main:574] : INFO : Epoch 1755 | loss: 0.0311916 | val_loss: 0.0311971 | Time: 4793.99 ms [2022-04-08 09:04:00 main:574] : INFO : Epoch 1756 | loss: 0.0311929 | val_loss: 0.0311898 | Time: 4805.42 ms [2022-04-08 09:04:05 main:574] : INFO : Epoch 1757 | loss: 0.0311955 | val_loss: 0.0311935 | Time: 4837.72 ms [2022-04-08 09:04:10 main:574] : INFO : Epoch 1758 | loss: 0.0311972 | val_loss: 0.0311942 | Time: 4810.98 ms [2022-04-08 09:04:15 main:574] : INFO : Epoch 1759 | loss: 0.0311975 | val_loss: 0.0311938 | Time: 4824.94 ms [2022-04-08 09:04:20 main:574] : INFO : Epoch 1760 | loss: 0.0311946 | val_loss: 0.0311898 | Time: 4807.64 ms [2022-04-08 09:04:24 main:574] : INFO : Epoch 1761 | loss: 0.0311942 | val_loss: 0.0311894 | Time: 4838.83 ms [2022-04-08 09:04:29 main:574] : INFO : Epoch 1762 | loss: 0.0311964 | val_loss: 0.0311976 | Time: 4826.47 ms [2022-04-08 09:04:34 main:574] : INFO : Epoch 1763 | loss: 0.0311966 | val_loss: 0.0311921 | Time: 4885.71 ms [2022-04-08 09:04:39 main:574] : INFO : Epoch 1764 | loss: 0.0311938 | val_loss: 0.0311899 | Time: 4981.21 ms [2022-04-08 09:04:44 main:574] : INFO : Epoch 1765 | loss: 0.0311914 | val_loss: 0.0311896 | Time: 4841.52 ms [2022-04-08 09:04:49 main:574] : INFO : Epoch 1766 | loss: 0.0311911 | val_loss: 0.0311906 | Time: 4866.52 ms [2022-04-08 09:04:54 main:574] : INFO : Epoch 1767 | loss: 0.0311902 | val_loss: 0.0311893 | Time: 4816.74 ms [2022-04-08 09:04:58 main:574] : INFO : Epoch 1768 | loss: 0.0311892 | val_loss: 0.0311889 | Time: 4779.19 ms [2022-04-08 09:05:03 main:574] : INFO : Epoch 1769 | loss: 0.0311915 | val_loss: 0.0311945 | Time: 4780.48 ms [2022-04-08 09:05:08 main:574] : INFO : Epoch 1770 | loss: 0.0311937 | val_loss: 0.0311978 | Time: 4848.26 ms [2022-04-08 09:05:13 main:574] : INFO : Epoch 1771 | loss: 0.0311954 | val_loss: 0.0311905 | Time: 4766.61 ms [2022-04-08 09:05:18 main:574] : INFO : Epoch 1772 | loss: 0.0311903 | val_loss: 0.0311911 | Time: 4858.36 ms [2022-04-08 09:05:23 main:574] : INFO : Epoch 1773 | loss: 0.0311918 | val_loss: 0.0311913 | Time: 4815.39 ms [2022-04-08 09:05:27 main:574] : INFO : Epoch 1774 | loss: 0.0311967 | val_loss: 0.0311959 | Time: 4873.62 ms [2022-04-08 09:05:32 main:574] : INFO : Epoch 1775 | loss: 0.0311932 | val_loss: 0.0311929 | Time: 4774.18 ms [2022-04-08 09:05:37 main:574] : INFO : Epoch 1776 | loss: 0.0311906 | val_loss: 0.0311897 | Time: 4845.97 ms [2022-04-08 09:05:42 main:574] : INFO : Epoch 1777 | loss: 0.0311881 | val_loss: 0.0311893 | Time: 4796.63 ms [2022-04-08 09:05:47 main:574] : INFO : Epoch 1778 | loss: 0.031188 | val_loss: 0.0311924 | Time: 4740.79 ms [2022-04-08 09:05:51 main:574] : INFO : Epoch 1779 | loss: 0.0311895 | val_loss: 0.0311898 | Time: 4835.63 ms [2022-04-08 09:05:56 main:574] : INFO : Epoch 1780 | loss: 0.0311903 | val_loss: 0.0311928 | Time: 4826.33 ms [2022-04-08 09:06:01 main:574] : INFO : Epoch 1781 | loss: 0.0311891 | val_loss: 0.0311913 | Time: 4784.92 ms [2022-04-08 09:06:06 main:574] : INFO : Epoch 1782 | loss: 0.0311877 | val_loss: 0.0311905 | Time: 4835.74 ms [2022-04-08 09:06:11 main:574] : INFO : Epoch 1783 | loss: 0.0311896 | val_loss: 0.0311928 | Time: 4767.52 ms [2022-04-08 09:06:16 main:574] : INFO : Epoch 1784 | loss: 0.0311891 | val_loss: 0.0311956 | Time: 4793.54 ms [2022-04-08 09:06:20 main:574] : INFO : Epoch 1785 | loss: 0.0311877 | val_loss: 0.0311887 | Time: 4838.19 ms [2022-04-08 09:06:25 main:574] : INFO : Epoch 1786 | loss: 0.0311873 | val_loss: 0.0311889 | Time: 4830.11 ms [2022-04-08 09:06:30 main:574] : INFO : Epoch 1787 | loss: 0.0311892 | val_loss: 0.0311882 | Time: 4854.31 ms [2022-04-08 09:06:35 main:574] : INFO : Epoch 1788 | loss: 0.031188 | val_loss: 0.0311881 | Time: 4832.11 ms [2022-04-08 09:06:40 main:574] : INFO : Epoch 1789 | loss: 0.0311876 | val_loss: 0.0311867 | Time: 4801.98 ms [2022-04-08 09:06:45 main:574] : INFO : Epoch 1790 | loss: 0.0311865 | val_loss: 0.0311868 | Time: 4796.05 ms [2022-04-08 09:06:49 main:574] : INFO : Epoch 1791 | loss: 0.0311865 | val_loss: 0.0311881 | Time: 4865.99 ms [2022-04-08 09:06:54 main:574] : INFO : Epoch 1792 | loss: 0.0311866 | val_loss: 0.0311873 | Time: 4823.88 ms [2022-04-08 09:06:59 main:574] : INFO : Epoch 1793 | loss: 0.0311867 | val_loss: 0.0311864 | Time: 4777.58 ms [2022-04-08 09:07:04 main:574] : INFO : Epoch 1794 | loss: 0.0311881 | val_loss: 0.0311864 | Time: 4848.71 ms [2022-04-08 09:07:09 main:574] : INFO : Epoch 1795 | loss: 0.0311864 | val_loss: 0.0311875 | Time: 4821.32 ms [2022-04-08 09:07:14 main:574] : INFO : Epoch 1796 | loss: 0.0311853 | val_loss: 0.0311868 | Time: 4803.36 ms [2022-04-08 09:07:18 main:574] : INFO : Epoch 1797 | loss: 0.0311879 | val_loss: 0.0311943 | Time: 4793.38 ms [2022-04-08 09:07:23 main:574] : INFO : Epoch 1798 | loss: 0.0311916 | val_loss: 0.0311954 | Time: 4798.24 ms [2022-04-08 09:07:28 main:574] : INFO : Epoch 1799 | loss: 0.0311867 | val_loss: 0.0311884 | Time: 4811.47 ms [2022-04-08 09:07:33 main:574] : INFO : Epoch 1800 | loss: 0.0311864 | val_loss: 0.0311875 | Time: 5088.94 ms [2022-04-08 09:07:38 main:574] : INFO : Epoch 1801 | loss: 0.0311857 | val_loss: 0.0311961 | Time: 4912.5 ms [2022-04-08 09:07:43 main:574] : INFO : Epoch 1802 | loss: 0.0311873 | val_loss: 0.0311894 | Time: 4803.33 ms [2022-04-08 09:07:48 main:574] : INFO : Epoch 1803 | loss: 0.0311852 | val_loss: 0.0311902 | Time: 4777.2 ms [2022-04-08 09:07:52 main:574] : INFO : Epoch 1804 | loss: 0.031188 | val_loss: 0.0311879 | Time: 4794.19 ms [2022-04-08 09:07:57 main:574] : INFO : Epoch 1805 | loss: 0.0311883 | val_loss: 0.0311907 | Time: 4785.38 ms [2022-04-08 09:08:02 main:574] : INFO : Epoch 1806 | loss: 0.0311909 | val_loss: 0.0311892 | Time: 4844.15 ms [2022-04-08 09:08:07 main:574] : INFO : Epoch 1807 | loss: 0.0311903 | val_loss: 0.0311937 | Time: 4799.03 ms [2022-04-08 09:08:12 main:574] : INFO : Epoch 1808 | loss: 0.0311892 | val_loss: 0.0311882 | Time: 4818.05 ms [2022-04-08 09:08:16 main:574] : INFO : Epoch 1809 | loss: 0.0311863 | val_loss: 0.0311919 | Time: 4841.74 ms [2022-04-08 09:08:21 main:574] : INFO : Epoch 1810 | loss: 0.0311901 | val_loss: 0.0311946 | Time: 4802.3 ms [2022-04-08 09:08:26 main:574] : INFO : Epoch 1811 | loss: 0.0311913 | val_loss: 0.0311909 | Time: 4802.01 ms [2022-04-08 09:08:31 main:574] : INFO : Epoch 1812 | loss: 0.0311878 | val_loss: 0.0311897 | Time: 4754.62 ms [2022-04-08 09:08:36 main:574] : INFO : Epoch 1813 | loss: 0.0311868 | val_loss: 0.0311902 | Time: 4871.97 ms [2022-04-08 09:08:41 main:574] : INFO : Epoch 1814 | loss: 0.0311878 | val_loss: 0.0311881 | Time: 4827.05 ms [2022-04-08 09:08:45 main:574] : INFO : Epoch 1815 | loss: 0.0311866 | val_loss: 0.0311907 | Time: 4773.85 ms [2022-04-08 09:08:50 main:574] : INFO : Epoch 1816 | loss: 0.0311865 | val_loss: 0.0311867 | Time: 4919.62 ms [2022-04-08 09:08:55 main:574] : INFO : Epoch 1817 | loss: 0.0311854 | val_loss: 0.0311914 | Time: 4826.14 ms [2022-04-08 09:09:00 main:574] : INFO : Epoch 1818 | loss: 0.0311868 | val_loss: 0.0311905 | Time: 4812.95 ms [2022-04-08 09:09:05 main:574] : INFO : Epoch 1819 | loss: 0.0311857 | val_loss: 0.0311869 | Time: 4929.97 ms [2022-04-08 09:09:10 main:574] : INFO : Epoch 1820 | loss: 0.0311858 | val_loss: 0.0311859 | Time: 4803.85 ms [2022-04-08 09:09:14 main:574] : INFO : Epoch 1821 | loss: 0.031184 | val_loss: 0.0311859 | Time: 4794.98 ms [2022-04-08 09:09:19 main:574] : INFO : Epoch 1822 | loss: 0.0311843 | val_loss: 0.031187 | Time: 4795.26 ms [2022-04-08 09:09:24 main:574] : INFO : Epoch 1823 | loss: 0.0311844 | val_loss: 0.0311853 | Time: 4884.79 ms [2022-04-08 09:09:29 main:574] : INFO : Epoch 1824 | loss: 0.0311882 | val_loss: 0.0311864 | Time: 4781.84 ms [2022-04-08 09:09:34 main:574] : INFO : Epoch 1825 | loss: 0.0311896 | val_loss: 0.0311883 | Time: 4884.87 ms [2022-04-08 09:09:39 main:574] : INFO : Epoch 1826 | loss: 0.0311866 | val_loss: 0.0311948 | Time: 5144.05 ms [2022-04-08 09:09:44 main:574] : INFO : Epoch 1827 | loss: 0.0311868 | val_loss: 0.0311877 | Time: 4971.8 ms [2022-04-08 09:09:49 main:574] : INFO : Epoch 1828 | loss: 0.0311852 | val_loss: 0.0311855 | Time: 4745.9 ms [2022-04-08 09:09:54 main:574] : INFO : Epoch 1829 | loss: 0.0311866 | val_loss: 0.0311875 | Time: 4956.58 ms [2022-04-08 09:09:58 main:574] : INFO : Epoch 1830 | loss: 0.0311863 | val_loss: 0.0311884 | Time: 4820.86 ms [2022-04-08 09:10:03 main:574] : INFO : Epoch 1831 | loss: 0.0311875 | val_loss: 0.0311913 | Time: 4769.77 ms [2022-04-08 09:10:08 main:574] : INFO : Epoch 1832 | loss: 0.0311857 | val_loss: 0.0311874 | Time: 4843.65 ms [2022-04-08 09:10:13 main:574] : INFO : Epoch 1833 | loss: 0.0311859 | val_loss: 0.0311891 | Time: 4796.4 ms [2022-04-08 09:10:18 main:574] : INFO : Epoch 1834 | loss: 0.0311881 | val_loss: 0.0311866 | Time: 4825.01 ms [2022-04-08 09:10:23 main:574] : INFO : Epoch 1835 | loss: 0.0311881 | val_loss: 0.0311913 | Time: 4822.89 ms [2022-04-08 09:10:27 main:574] : INFO : Epoch 1836 | loss: 0.0311907 | val_loss: 0.031191 | Time: 4858.69 ms [2022-04-08 09:10:32 main:574] : INFO : Epoch 1837 | loss: 0.0311901 | val_loss: 0.0311897 | Time: 4838.05 ms [2022-04-08 09:10:37 main:574] : INFO : Epoch 1838 | loss: 0.0311875 | val_loss: 0.0311918 | Time: 4929.01 ms [2022-04-08 09:10:42 main:574] : INFO : Epoch 1839 | loss: 0.0311868 | val_loss: 0.0311886 | Time: 4860.52 ms [2022-04-08 09:10:47 main:574] : INFO : Epoch 1840 | loss: 0.0311864 | val_loss: 0.0311884 | Time: 4797.11 ms [2022-04-08 09:10:52 main:574] : INFO : Epoch 1841 | loss: 0.0311892 | val_loss: 0.0311899 | Time: 4815.71 ms [2022-04-08 09:10:57 main:574] : INFO : Epoch 1842 | loss: 0.0311887 | val_loss: 0.0311942 | Time: 4801.3 ms [2022-04-08 09:11:01 main:574] : INFO : Epoch 1843 | loss: 0.0311896 | val_loss: 0.0311902 | Time: 4841.51 ms [2022-04-08 09:11:06 main:574] : INFO : Epoch 1844 | loss: 0.0311919 | val_loss: 0.0311946 | Time: 4810.29 ms [2022-04-08 09:11:11 main:574] : INFO : Epoch 1845 | loss: 0.0311904 | val_loss: 0.0311918 | Time: 4762.74 ms [2022-04-08 09:11:16 main:574] : INFO : Epoch 1846 | loss: 0.0311875 | val_loss: 0.0311882 | Time: 4809.72 ms [2022-04-08 09:11:21 main:574] : INFO : Epoch 1847 | loss: 0.0311884 | val_loss: 0.0311914 | Time: 4806.18 ms [2022-04-08 09:11:25 main:574] : INFO : Epoch 1848 | loss: 0.0311886 | val_loss: 0.0311894 | Time: 4852.94 ms [2022-04-08 09:11:30 main:574] : INFO : Epoch 1849 | loss: 0.0311907 | val_loss: 0.0311935 | Time: 4789.76 ms [2022-04-08 09:11:35 main:574] : INFO : Epoch 1850 | loss: 0.0311897 | val_loss: 0.03119 | Time: 4835.59 ms [2022-04-08 09:11:40 main:574] : INFO : Epoch 1851 | loss: 0.0311872 | val_loss: 0.0311877 | Time: 4924.98 ms [2022-04-08 09:11:45 main:574] : INFO : Epoch 1852 | loss: 0.0311895 | val_loss: 0.0311932 | Time: 4799.34 ms [2022-04-08 09:11:50 main:574] : INFO : Epoch 1853 | loss: 0.0311917 | val_loss: 0.031194 | Time: 4837.42 ms [2022-04-08 09:11:55 main:574] : INFO : Epoch 1854 | loss: 0.0311916 | val_loss: 0.0311912 | Time: 5172.19 ms [2022-04-08 09:12:00 main:574] : INFO : Epoch 1855 | loss: 0.0311912 | val_loss: 0.0311913 | Time: 4936.17 ms [2022-04-08 09:12:05 main:574] : INFO : Epoch 1856 | loss: 0.0311912 | val_loss: 0.0311925 | Time: 5007.34 ms [2022-04-08 09:12:10 main:574] : INFO : Epoch 1857 | loss: 0.0311916 | val_loss: 0.0311906 | Time: 5090.3 ms [2022-04-08 09:12:15 main:574] : INFO : Epoch 1858 | loss: 0.0311951 | val_loss: 0.0311939 | Time: 5045.29 ms [2022-04-08 09:12:20 main:574] : INFO : Epoch 1859 | loss: 0.0311932 | val_loss: 0.0311929 | Time: 4863.93 ms [2022-04-08 09:12:25 main:574] : INFO : Epoch 1860 | loss: 0.0311918 | val_loss: 0.0311915 | Time: 4850.54 ms [2022-04-08 09:12:30 main:574] : INFO : Epoch 1861 | loss: 0.0311912 | val_loss: 0.0311899 | Time: 4852.16 ms [2022-04-08 09:12:34 main:574] : INFO : Epoch 1862 | loss: 0.031192 | val_loss: 0.0311974 | Time: 4817.35 ms [2022-04-08 09:12:39 main:574] : INFO : Epoch 1863 | loss: 0.0311921 | val_loss: 0.0311914 | Time: 5123.36 ms [2022-04-08 09:12:44 main:574] : INFO : Epoch 1864 | loss: 0.0311918 | val_loss: 0.0311905 | Time: 4826.25 ms [2022-04-08 09:12:49 main:574] : INFO : Epoch 1865 | loss: 0.031189 | val_loss: 0.0311922 | Time: 4793.06 ms [2022-04-08 09:12:54 main:574] : INFO : Epoch 1866 | loss: 0.0311903 | val_loss: 0.0311917 | Time: 4758.52 ms [2022-04-08 09:12:59 main:574] : INFO : Epoch 1867 | loss: 0.0311932 | val_loss: 0.0311945 | Time: 4820.78 ms [2022-04-08 09:13:04 main:574] : INFO : Epoch 1868 | loss: 0.0311912 | val_loss: 0.0312001 | Time: 4834.94 ms [2022-04-08 09:13:08 main:574] : INFO : Epoch 1869 | loss: 0.0311912 | val_loss: 0.0311939 | Time: 4865.23 ms [2022-04-08 09:13:13 main:574] : INFO : Epoch 1870 | loss: 0.0311906 | val_loss: 0.0311957 | Time: 4865.51 ms [2022-04-08 09:13:18 main:574] : INFO : Epoch 1871 | loss: 0.0311906 | val_loss: 0.0311926 | Time: 4788.27 ms [2022-04-08 09:13:23 main:574] : INFO : Epoch 1872 | loss: 0.0311876 | val_loss: 0.0311923 | Time: 4933.49 ms [2022-04-08 09:13:28 main:574] : INFO : Epoch 1873 | loss: 0.0311881 | val_loss: 0.0311941 | Time: 4891.57 ms [2022-04-08 09:13:33 main:574] : INFO : Epoch 1874 | loss: 0.0311889 | val_loss: 0.0311906 | Time: 5310.07 ms [2022-04-08 09:13:38 main:574] : INFO : Epoch 1875 | loss: 0.0311875 | val_loss: 0.0311945 | Time: 4849.9 ms [2022-04-08 09:13:43 main:574] : INFO : Epoch 1876 | loss: 0.0311889 | val_loss: 0.0311972 | Time: 4813.82 ms [2022-04-08 09:13:48 main:574] : INFO : Epoch 1877 | loss: 0.0311904 | val_loss: 0.0311915 | Time: 4938.88 ms [2022-04-08 09:13:53 main:574] : INFO : Epoch 1878 | loss: 0.0311888 | val_loss: 0.0311956 | Time: 4816.38 ms [2022-04-08 09:13:58 main:574] : INFO : Epoch 1879 | loss: 0.0311917 | val_loss: 0.0311955 | Time: 4934.57 ms [2022-04-08 09:14:02 main:574] : INFO : Epoch 1880 | loss: 0.0311917 | val_loss: 0.031194 | Time: 4788.72 ms [2022-04-08 09:14:07 main:574] : INFO : Epoch 1881 | loss: 0.0311887 | val_loss: 0.0311936 | Time: 4807.54 ms [2022-04-08 09:14:12 main:574] : INFO : Epoch 1882 | loss: 0.0311909 | val_loss: 0.0311953 | Time: 4812.57 ms [2022-04-08 09:14:17 main:574] : INFO : Epoch 1883 | loss: 0.0311918 | val_loss: 0.0311948 | Time: 4783.98 ms [2022-04-08 09:14:22 main:574] : INFO : Epoch 1884 | loss: 0.0311904 | val_loss: 0.0311927 | Time: 4819.5 ms [2022-04-08 09:14:26 main:574] : INFO : Epoch 1885 | loss: 0.0311892 | val_loss: 0.0311925 | Time: 4768.67 ms [2022-04-08 09:14:32 main:574] : INFO : Epoch 1886 | loss: 0.0311892 | val_loss: 0.0311929 | Time: 5152.12 ms [2022-04-08 09:14:37 main:574] : INFO : Epoch 1887 | loss: 0.0311889 | val_loss: 0.031191 | Time: 5078.82 ms [2022-04-08 09:14:42 main:574] : INFO : Epoch 1888 | loss: 0.0311912 | val_loss: 0.031192 | Time: 4819.89 ms [2022-04-08 09:14:47 main:574] : INFO : Epoch 1889 | loss: 0.0311923 | val_loss: 0.0311938 | Time: 5185.7 ms [2022-04-08 09:14:52 main:574] : INFO : Epoch 1890 | loss: 0.0312004 | val_loss: 0.0311961 | Time: 5266.7 ms [2022-04-08 09:14:58 main:574] : INFO : Epoch 1891 | loss: 0.0311965 | val_loss: 0.0311945 | Time: 5839.92 ms [2022-04-08 09:15:03 main:574] : INFO : Epoch 1892 | loss: 0.0311955 | val_loss: 0.0311938 | Time: 5343.44 ms [2022-04-08 09:15:09 main:574] : INFO : Epoch 1893 | loss: 0.0311945 | val_loss: 0.0311935 | Time: 5479.35 ms [2022-04-08 09:15:14 main:574] : INFO : Epoch 1894 | loss: 0.0311954 | val_loss: 0.0311941 | Time: 5220.48 ms [2022-04-08 09:15:19 main:574] : INFO : Epoch 1895 | loss: 0.0311968 | val_loss: 0.0312013 | Time: 5478.76 ms [2022-04-08 09:15:25 main:574] : INFO : Epoch 1896 | loss: 0.0311989 | val_loss: 0.0311966 | Time: 5135.62 ms [2022-04-08 09:15:30 main:574] : INFO : Epoch 1897 | loss: 0.0311983 | val_loss: 0.0311976 | Time: 5205.97 ms [2022-04-08 09:15:35 main:574] : INFO : Epoch 1898 | loss: 0.0312005 | val_loss: 0.0311967 | Time: 5047.48 ms [2022-04-08 09:15:40 main:574] : INFO : Epoch 1899 | loss: 0.0311984 | val_loss: 0.0311947 | Time: 5291.16 ms [2022-04-08 09:15:45 main:574] : INFO : Epoch 1900 | loss: 0.0311971 | val_loss: 0.0311946 | Time: 5029.6 ms [2022-04-08 09:15:50 main:574] : INFO : Epoch 1901 | loss: 0.0311988 | val_loss: 0.0311978 | Time: 5036.68 ms [2022-04-08 09:15:55 main:574] : INFO : Epoch 1902 | loss: 0.0311963 | val_loss: 0.0311925 | Time: 5245.42 ms [2022-04-08 09:16:01 main:574] : INFO : Epoch 1903 | loss: 0.0311945 | val_loss: 0.0311926 | Time: 5265.58 ms [2022-04-08 09:16:06 main:574] : INFO : Epoch 1904 | loss: 0.0311948 | val_loss: 0.0311953 | Time: 5299.42 ms [2022-04-08 09:16:11 main:574] : INFO : Epoch 1905 | loss: 0.0311956 | val_loss: 0.0311935 | Time: 5177.11 ms [2022-04-08 09:16:16 main:574] : INFO : Epoch 1906 | loss: 0.0311969 | val_loss: 0.0311977 | Time: 4923.93 ms [2022-04-08 09:16:21 main:574] : INFO : Epoch 1907 | loss: 0.0311973 | val_loss: 0.0311954 | Time: 5304.29 ms [2022-04-08 09:16:26 main:574] : INFO : Epoch 1908 | loss: 0.0311971 | val_loss: 0.0311917 | Time: 5005.89 ms [2022-04-08 09:16:32 main:574] : INFO : Epoch 1909 | loss: 0.0311972 | val_loss: 0.0311966 | Time: 5071.63 ms [2022-04-08 09:16:36 main:574] : INFO : Epoch 1910 | loss: 0.0311998 | val_loss: 0.0311947 | Time: 4911.64 ms [2022-04-08 09:16:41 main:574] : INFO : Epoch 1911 | loss: 0.0311948 | val_loss: 0.0311972 | Time: 4868.12 ms [2022-04-08 09:16:46 main:574] : INFO : Epoch 1912 | loss: 0.0311948 | val_loss: 0.0311914 | Time: 4861.74 ms [2022-04-08 09:16:51 main:574] : INFO : Epoch 1913 | loss: 0.0311935 | val_loss: 0.0311951 | Time: 4849.16 ms [2022-04-08 09:16:56 main:574] : INFO : Epoch 1914 | loss: 0.0311947 | val_loss: 0.031192 | Time: 4849.87 ms [2022-04-08 09:17:01 main:574] : INFO : Epoch 1915 | loss: 0.0311939 | val_loss: 0.0311937 | Time: 4817.24 ms [2022-04-08 09:17:06 main:574] : INFO : Epoch 1916 | loss: 0.0311946 | val_loss: 0.0311914 | Time: 4810.41 ms [2022-04-08 09:17:10 main:574] : INFO : Epoch 1917 | loss: 0.0311934 | val_loss: 0.0311914 | Time: 4794.9 ms [2022-04-08 09:17:15 main:574] : INFO : Epoch 1918 | loss: 0.0311928 | val_loss: 0.0311908 | Time: 4819.58 ms [2022-04-08 09:17:20 main:574] : INFO : Epoch 1919 | loss: 0.0312013 | val_loss: 0.0312028 | Time: 4842.48 ms [2022-04-08 09:17:25 main:574] : INFO : Epoch 1920 | loss: 0.0312021 | val_loss: 0.0312005 | Time: 4898.93 ms [2022-04-08 09:17:30 main:574] : INFO : Epoch 1921 | loss: 0.0311997 | val_loss: 0.0312001 | Time: 5179.02 ms [2022-04-08 09:17:35 main:574] : INFO : Epoch 1922 | loss: 0.0311992 | val_loss: 0.0312012 | Time: 4736.28 ms [2022-04-08 09:17:40 main:574] : INFO : Epoch 1923 | loss: 0.0311994 | val_loss: 0.0311995 | Time: 5011.65 ms [2022-04-08 09:17:45 main:574] : INFO : Epoch 1924 | loss: 0.0312018 | val_loss: 0.0312027 | Time: 5020.37 ms [2022-04-08 09:17:50 main:574] : INFO : Epoch 1925 | loss: 0.0312078 | val_loss: 0.0312037 | Time: 4980.61 ms [2022-04-08 09:17:55 main:574] : INFO : Epoch 1926 | loss: 0.0312058 | val_loss: 0.0312023 | Time: 4926.69 ms [2022-04-08 09:18:00 main:574] : INFO : Epoch 1927 | loss: 0.0312041 | val_loss: 0.031203 | Time: 5082.49 ms [2022-04-08 09:18:05 main:574] : INFO : Epoch 1928 | loss: 0.0312028 | val_loss: 0.0312021 | Time: 5233.37 ms [2022-04-08 09:18:10 main:574] : INFO : Epoch 1929 | loss: 0.0312028 | val_loss: 0.0312049 | Time: 4906.85 ms [2022-04-08 09:18:15 main:574] : INFO : Epoch 1930 | loss: 0.0312035 | val_loss: 0.0312033 | Time: 4883.56 ms [2022-04-08 09:18:20 main:574] : INFO : Epoch 1931 | loss: 0.0312022 | val_loss: 0.0312027 | Time: 4881.48 ms [2022-04-08 09:18:25 main:574] : INFO : Epoch 1932 | loss: 0.0312003 | val_loss: 0.0312023 | Time: 4879.31 ms [2022-04-08 09:18:30 main:574] : INFO : Epoch 1933 | loss: 0.0311996 | val_loss: 0.0312007 | Time: 4853.35 ms [2022-04-08 09:18:34 main:574] : INFO : Epoch 1934 | loss: 0.0311997 | val_loss: 0.0312036 | Time: 4806.89 ms [2022-04-08 09:18:40 main:574] : INFO : Epoch 1935 | loss: 0.0312019 | val_loss: 0.031203 | Time: 5199.2 ms [2022-04-08 09:18:45 main:574] : INFO : Epoch 1936 | loss: 0.0312036 | val_loss: 0.0312097 | Time: 5331.89 ms [2022-04-08 09:18:50 main:574] : INFO : Epoch 1937 | loss: 0.0312014 | val_loss: 0.0312006 | Time: 5390.07 ms [2022-04-08 09:18:56 main:574] : INFO : Epoch 1938 | loss: 0.031199 | val_loss: 0.0312011 | Time: 5390.83 ms [2022-04-08 09:19:01 main:574] : INFO : Epoch 1939 | loss: 0.0312019 | val_loss: 0.0312089 | Time: 5352.78 ms [2022-04-08 09:19:06 main:574] : INFO : Epoch 1940 | loss: 0.0312031 | val_loss: 0.0312027 | Time: 5406.86 ms [2022-04-08 09:19:12 main:574] : INFO : Epoch 1941 | loss: 0.0312027 | val_loss: 0.0312034 | Time: 5223.23 ms [2022-04-08 09:19:17 main:574] : INFO : Epoch 1942 | loss: 0.0311992 | val_loss: 0.0312 | Time: 5326.71 ms [2022-04-08 09:19:22 main:574] : INFO : Epoch 1943 | loss: 0.0311974 | val_loss: 0.0311995 | Time: 5006.73 ms [2022-04-08 09:19:27 main:574] : INFO : Epoch 1944 | loss: 0.0311966 | val_loss: 0.0311989 | Time: 5183.6 ms [2022-04-08 09:19:32 main:574] : INFO : Epoch 1945 | loss: 0.0312021 | val_loss: 0.031204 | Time: 4894.4 ms [2022-04-08 09:19:37 main:574] : INFO : Epoch 1946 | loss: 0.0311977 | val_loss: 0.0311989 | Time: 5255.67 ms [2022-04-08 09:19:42 main:574] : INFO : Epoch 1947 | loss: 0.0311984 | val_loss: 0.0312019 | Time: 5053.02 ms [2022-04-08 09:19:48 main:574] : INFO : Epoch 1948 | loss: 0.0311976 | val_loss: 0.0311983 | Time: 5204.47 ms [2022-04-08 09:19:53 main:574] : INFO : Epoch 1949 | loss: 0.0311987 | val_loss: 0.0312042 | Time: 5211.61 ms [2022-04-08 09:19:58 main:574] : INFO : Epoch 1950 | loss: 0.0312006 | val_loss: 0.0312014 | Time: 5106.57 ms [2022-04-08 09:20:03 main:574] : INFO : Epoch 1951 | loss: 0.0311984 | val_loss: 0.0311991 | Time: 5151.83 ms [2022-04-08 09:20:08 main:574] : INFO : Epoch 1952 | loss: 0.0311971 | val_loss: 0.0312027 | Time: 4965.93 ms [2022-04-08 09:20:13 main:574] : INFO : Epoch 1953 | loss: 0.0311969 | val_loss: 0.0311984 | Time: 4974.8 ms [2022-04-08 09:20:18 main:574] : INFO : Epoch 1954 | loss: 0.031196 | val_loss: 0.0312006 | Time: 5189.44 ms [2022-04-08 09:20:23 main:574] : INFO : Epoch 1955 | loss: 0.0311957 | val_loss: 0.0311977 | Time: 5005.39 ms [2022-04-08 09:20:28 main:574] : INFO : Epoch 1956 | loss: 0.0311959 | val_loss: 0.0311999 | Time: 5064.06 ms [2022-04-08 09:20:34 main:574] : INFO : Epoch 1957 | loss: 0.0311963 | val_loss: 0.0311986 | Time: 5256.49 ms [2022-04-08 09:20:39 main:574] : INFO : Epoch 1958 | loss: 0.031198 | val_loss: 0.0311989 | Time: 5181.07 ms [2022-04-08 09:20:45 main:574] : INFO : Epoch 1959 | loss: 0.0311974 | val_loss: 0.0311984 | Time: 5697.77 ms [2022-04-08 09:20:50 main:574] : INFO : Epoch 1960 | loss: 0.0311962 | val_loss: 0.0312018 | Time: 5701.43 ms [2022-04-08 09:20:56 main:574] : INFO : Epoch 1961 | loss: 0.0311955 | val_loss: 0.0312003 | Time: 5456.34 ms [2022-04-08 09:21:01 main:574] : INFO : Epoch 1962 | loss: 0.0311968 | val_loss: 0.0312043 | Time: 5265.65 ms [2022-04-08 09:21:06 main:574] : INFO : Epoch 1963 | loss: 0.0311973 | val_loss: 0.0311991 | Time: 5163.77 ms [2022-04-08 09:21:11 main:574] : INFO : Epoch 1964 | loss: 0.0311961 | val_loss: 0.0312011 | Time: 5129.92 ms [2022-04-08 09:21:16 main:574] : INFO : Epoch 1965 | loss: 0.0311965 | val_loss: 0.0311982 | Time: 5026.93 ms [2022-04-08 09:21:22 main:574] : INFO : Epoch 1966 | loss: 0.0311962 | val_loss: 0.0311981 | Time: 5236.01 ms [2022-04-08 09:21:27 main:574] : INFO : Epoch 1967 | loss: 0.0312022 | val_loss: 0.0312126 | Time: 4970.29 ms [2022-04-08 09:21:32 main:574] : INFO : Epoch 1968 | loss: 0.0311978 | val_loss: 0.0311993 | Time: 5038.25 ms [2022-04-08 09:21:37 main:574] : INFO : Epoch 1969 | loss: 0.0311948 | val_loss: 0.0311976 | Time: 5570.33 ms [2022-04-08 09:21:43 main:574] : INFO : Epoch 1970 | loss: 0.031194 | val_loss: 0.0311995 | Time: 5344.72 ms [2022-04-08 09:21:47 main:574] : INFO : Epoch 1971 | loss: 0.0311974 | val_loss: 0.0312095 | Time: 4858.34 ms [2022-04-08 09:21:52 main:574] : INFO : Epoch 1972 | loss: 0.0312006 | val_loss: 0.0312027 | Time: 4841.01 ms [2022-04-08 09:21:57 main:574] : INFO : Epoch 1973 | loss: 0.031198 | val_loss: 0.0311971 | Time: 4846.88 ms [2022-04-08 09:22:02 main:574] : INFO : Epoch 1974 | loss: 0.0311947 | val_loss: 0.0312003 | Time: 4842.41 ms [2022-04-08 09:22:07 main:574] : INFO : Epoch 1975 | loss: 0.0311969 | val_loss: 0.0312023 | Time: 4952.28 ms [2022-04-08 09:22:12 main:574] : INFO : Epoch 1976 | loss: 0.0311974 | val_loss: 0.0312008 | Time: 4950.08 ms [2022-04-08 09:22:17 main:574] : INFO : Epoch 1977 | loss: 0.0311953 | val_loss: 0.0311971 | Time: 4999.47 ms [2022-04-08 09:22:22 main:574] : INFO : Epoch 1978 | loss: 0.0312018 | val_loss: 0.0312024 | Time: 4915.9 ms [2022-04-08 09:22:27 main:574] : INFO : Epoch 1979 | loss: 0.0312058 | val_loss: 0.0312012 | Time: 4915.25 ms [2022-04-08 09:22:32 main:574] : INFO : Epoch 1980 | loss: 0.0312064 | val_loss: 0.0312014 | Time: 5031.41 ms [2022-04-08 09:22:37 main:574] : INFO : Epoch 1981 | loss: 0.0312042 | val_loss: 0.0311993 | Time: 5385.01 ms [2022-04-08 09:22:43 main:574] : INFO : Epoch 1982 | loss: 0.0312027 | val_loss: 0.0312003 | Time: 5756.89 ms [2022-04-08 09:22:49 main:574] : INFO : Epoch 1983 | loss: 0.0312036 | val_loss: 0.031198 | Time: 5609.49 ms [2022-04-08 09:22:54 main:574] : INFO : Epoch 1984 | loss: 0.0312004 | val_loss: 0.0311991 | Time: 5556.64 ms [2022-04-08 09:23:00 main:574] : INFO : Epoch 1985 | loss: 0.0312037 | val_loss: 0.0312012 | Time: 5560.62 ms [2022-04-08 09:23:05 main:574] : INFO : Epoch 1986 | loss: 0.0312028 | val_loss: 0.0311975 | Time: 5523.49 ms [2022-04-08 09:23:11 main:574] : INFO : Epoch 1987 | loss: 0.0312004 | val_loss: 0.0311986 | Time: 5514.94 ms [2022-04-08 09:23:16 main:574] : INFO : Epoch 1988 | loss: 0.0312027 | val_loss: 0.0312067 | Time: 5503.11 ms [2022-04-08 09:23:22 main:574] : INFO : Epoch 1989 | loss: 0.0312036 | val_loss: 0.0312033 | Time: 5522.19 ms [2022-04-08 09:23:27 main:574] : INFO : Epoch 1990 | loss: 0.031202 | val_loss: 0.0312028 | Time: 5662.25 ms [2022-04-08 09:23:33 main:574] : INFO : Epoch 1991 | loss: 0.0312012 | val_loss: 0.0312045 | Time: 5566.8 ms [2022-04-08 09:23:39 main:574] : INFO : Epoch 1992 | loss: 0.0312029 | val_loss: 0.0312054 | Time: 5538.78 ms [2022-04-08 09:23:44 main:574] : INFO : Epoch 1993 | loss: 0.0312033 | val_loss: 0.0312035 | Time: 5607.08 ms [2022-04-08 09:23:50 main:574] : INFO : Epoch 1994 | loss: 0.0312001 | val_loss: 0.031201 | Time: 5540.73 ms [2022-04-08 09:23:55 main:574] : INFO : Epoch 1995 | loss: 0.031201 | val_loss: 0.0311996 | Time: 5560.97 ms [2022-04-08 09:24:01 main:574] : INFO : Epoch 1996 | loss: 0.0312005 | val_loss: 0.0312015 | Time: 5650.48 ms [2022-04-08 09:24:07 main:574] : INFO : Epoch 1997 | loss: 0.0312004 | val_loss: 0.031201 | Time: 5628.08 ms [2022-04-08 09:24:12 main:574] : INFO : Epoch 1998 | loss: 0.0311998 | val_loss: 0.0312007 | Time: 5573.77 ms [2022-04-08 09:24:18 main:574] : INFO : Epoch 1999 | loss: 0.0311987 | val_loss: 0.0311996 | Time: 5597.24 ms [2022-04-08 09:24:23 main:574] : INFO : Epoch 2000 | loss: 0.0311981 | val_loss: 0.0311998 | Time: 5530.23 ms [2022-04-08 09:24:29 main:574] : INFO : Epoch 2001 | loss: 0.0311976 | val_loss: 0.0311998 | Time: 5507.46 ms [2022-04-08 09:24:34 main:574] : INFO : Epoch 2002 | loss: 0.0311973 | val_loss: 0.0311992 | Time: 5572.31 ms [2022-04-08 09:24:40 main:574] : INFO : Epoch 2003 | loss: 0.0311981 | val_loss: 0.0311996 | Time: 5593.62 ms [2022-04-08 09:24:46 main:574] : INFO : Epoch 2004 | loss: 0.031197 | val_loss: 0.0312041 | Time: 5573.56 ms [2022-04-08 09:24:51 main:574] : INFO : Epoch 2005 | loss: 0.0312013 | val_loss: 0.0312028 | Time: 5524.07 ms [2022-04-08 09:24:57 main:574] : INFO : Epoch 2006 | loss: 0.0311995 | val_loss: 0.0311995 | Time: 5537.12 ms [2022-04-08 09:25:02 main:574] : INFO : Epoch 2007 | loss: 0.0312 | val_loss: 0.0311993 | Time: 5547.56 ms [2022-04-08 09:25:08 main:574] : INFO : Epoch 2008 | loss: 0.031197 | val_loss: 0.031199 | Time: 5566.89 ms [2022-04-08 09:25:13 main:574] : INFO : Epoch 2009 | loss: 0.0311972 | val_loss: 0.0312034 | Time: 5605.01 ms [2022-04-08 09:25:19 main:574] : INFO : Epoch 2010 | loss: 0.0311972 | val_loss: 0.031201 | Time: 5548.95 ms [2022-04-08 09:25:24 main:574] : INFO : Epoch 2011 | loss: 0.0311983 | val_loss: 0.0312015 | Time: 5505.52 ms [2022-04-08 09:25:30 main:574] : INFO : Epoch 2012 | loss: 0.031202 | val_loss: 0.0312 | Time: 5588.96 ms [2022-04-08 09:25:36 main:574] : INFO : Epoch 2013 | loss: 0.0311998 | val_loss: 0.0312024 | Time: 5566.3 ms [2022-04-08 09:25:41 main:574] : INFO : Epoch 2014 | loss: 0.0311971 | val_loss: 0.0312019 | Time: 5551.44 ms [2022-04-08 09:25:47 main:574] : INFO : Epoch 2015 | loss: 0.031198 | val_loss: 0.0312008 | Time: 5608.45 ms [2022-04-08 09:25:52 main:574] : INFO : Epoch 2016 | loss: 0.0311965 | val_loss: 0.0311985 | Time: 5652.33 ms [2022-04-08 09:25:58 main:574] : INFO : Epoch 2017 | loss: 0.0311972 | val_loss: 0.0311991 | Time: 5644.09 ms [2022-04-08 09:26:04 main:574] : INFO : Epoch 2018 | loss: 0.0311963 | val_loss: 0.0312003 | Time: 5589.26 ms [2022-04-08 09:26:09 main:574] : INFO : Epoch 2019 | loss: 0.0311971 | val_loss: 0.0312007 | Time: 5545.73 ms [2022-04-08 09:26:15 main:574] : INFO : Epoch 2020 | loss: 0.0311969 | val_loss: 0.0311988 | Time: 5420.56 ms [2022-04-08 09:26:20 main:574] : INFO : Epoch 2021 | loss: 0.0311971 | val_loss: 0.0311991 | Time: 5162.52 ms [2022-04-08 09:26:25 main:574] : INFO : Epoch 2022 | loss: 0.0311957 | val_loss: 0.0311993 | Time: 5634.42 ms [2022-04-08 09:26:31 main:574] : INFO : Epoch 2023 | loss: 0.0311949 | val_loss: 0.031198 | Time: 5494.84 ms [2022-04-08 09:26:36 main:574] : INFO : Epoch 2024 | loss: 0.0311955 | val_loss: 0.0311985 | Time: 5471.62 ms [2022-04-08 09:26:42 main:574] : INFO : Epoch 2025 | loss: 0.031198 | val_loss: 0.031204 | Time: 5544.32 ms [2022-04-08 09:26:48 main:574] : INFO : Epoch 2026 | loss: 0.0311976 | val_loss: 0.0311994 | Time: 5482.04 ms [2022-04-08 09:26:53 main:574] : INFO : Epoch 2027 | loss: 0.0311958 | val_loss: 0.0311996 | Time: 5519.78 ms [2022-04-08 09:26:59 main:574] : INFO : Epoch 2028 | loss: 0.031197 | val_loss: 0.0312178 | Time: 5453.01 ms [2022-04-08 09:27:04 main:574] : INFO : Epoch 2029 | loss: 0.0311978 | val_loss: 0.0311986 | Time: 5586.44 ms [2022-04-08 09:27:10 main:574] : INFO : Epoch 2030 | loss: 0.0311946 | val_loss: 0.031199 | Time: 5539.84 ms [2022-04-08 09:27:15 main:574] : INFO : Epoch 2031 | loss: 0.0311951 | val_loss: 0.0311984 | Time: 5478.9 ms [2022-04-08 09:27:21 main:574] : INFO : Epoch 2032 | loss: 0.0311962 | val_loss: 0.0312011 | Time: 5680.93 ms [2022-04-08 09:27:27 main:574] : INFO : Epoch 2033 | loss: 0.0311967 | val_loss: 0.0312005 | Time: 5983.8 ms [2022-04-08 09:27:33 main:574] : INFO : Epoch 2034 | loss: 0.0311972 | val_loss: 0.0312005 | Time: 5684.08 ms [2022-04-08 09:27:38 main:574] : INFO : Epoch 2035 | loss: 0.0311969 | val_loss: 0.031207 | Time: 5765.17 ms [2022-04-08 09:27:44 main:574] : INFO : Epoch 2036 | loss: 0.0312006 | val_loss: 0.0311983 | Time: 5534.02 ms [2022-04-08 09:27:49 main:574] : INFO : Epoch 2037 | loss: 0.0311969 | val_loss: 0.0311998 | Time: 5501 ms [2022-04-08 09:27:55 main:574] : INFO : Epoch 2038 | loss: 0.0311964 | val_loss: 0.0311998 | Time: 5643.59 ms [2022-04-08 09:28:01 main:574] : INFO : Epoch 2039 | loss: 0.0311942 | val_loss: 0.0311984 | Time: 5599.47 ms [2022-04-08 09:28:06 main:574] : INFO : Epoch 2040 | loss: 0.0311949 | val_loss: 0.0311987 | Time: 5478.2 ms [2022-04-08 09:28:12 main:574] : INFO : Epoch 2041 | loss: 0.0311966 | val_loss: 0.0312017 | Time: 5528.51 ms [2022-04-08 09:28:17 main:574] : INFO : Epoch 2042 | loss: 0.0311992 | val_loss: 0.0312016 | Time: 5519.78 ms [2022-04-08 09:28:23 main:574] : INFO : Epoch 2043 | loss: 0.0311995 | val_loss: 0.0312032 | Time: 5521.93 ms [2022-04-08 09:28:28 main:574] : INFO : Epoch 2044 | loss: 0.0311968 | val_loss: 0.0312017 | Time: 5468.79 ms [2022-04-08 09:28:33 main:574] : INFO : Epoch 2045 | loss: 0.0311969 | val_loss: 0.0311982 | Time: 5091.93 ms [2022-04-08 09:28:38 main:574] : INFO : Epoch 2046 | loss: 0.0311955 | val_loss: 0.0311991 | Time: 5077.69 ms [2022-04-08 09:28:43 main:574] : INFO : Epoch 2047 | loss: 0.0311982 | val_loss: 0.0312001 | Time: 4801.23 ms [2022-04-08 09:28:49 main:574] : INFO : Epoch 2048 | loss: 0.031198 | val_loss: 0.0312051 | Time: 5397.14 ms [2022-04-08 09:28:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312051 [2022-04-08 09:28:49 main:603] : INFO : Saving end state to config to file [2022-04-08 09:28:49 main:608] : INFO : Success, exiting.. 09:28:49 (22084): 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)