Task 3849508
| Name | ParityModified-1609265119-10595-6_0 |
| Workunit | 2015656 |
| Created | 26 Jan 2021, 4:09:08 UTC |
| Sent | 26 Jan 2021, 4:09:20 UTC |
| Report deadline | 2 Feb 2021, 4:09:20 UTC |
| Received | 26 Jan 2021, 6:29:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6151 |
| Run time | 1 hours 10 min 16 sec |
| CPU time | 1 hours 9 min 28 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,790.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :574] : INFO : Epoch 1542 | loss: 0.0311943 | val_loss: 0.0312002 | Time: 2046.66 ms [2021-01-26 06:49:16 main:574] : INFO : Epoch 1543 | loss: 0.0311943 | val_loss: 0.0311972 | Time: 2045.28 ms [2021-01-26 06:49:18 main:574] : INFO : Epoch 1544 | loss: 0.0311914 | val_loss: 0.0311976 | Time: 2046.75 ms [2021-01-26 06:49:20 main:574] : INFO : Epoch 1545 | loss: 0.031191 | val_loss: 0.0312002 | Time: 2044.96 ms [2021-01-26 06:49:22 main:574] : INFO : Epoch 1546 | loss: 0.0311912 | val_loss: 0.0311978 | Time: 2046.85 ms [2021-01-26 06:49:24 main:574] : INFO : Epoch 1547 | loss: 0.0311907 | val_loss: 0.0311977 | Time: 2040.09 ms [2021-01-26 06:49:26 main:574] : INFO : Epoch 1548 | loss: 0.0311933 | val_loss: 0.0311992 | Time: 2042.73 ms [2021-01-26 06:49:28 main:574] : INFO : Epoch 1549 | loss: 0.0311918 | val_loss: 0.0311975 | Time: 2046.85 ms [2021-01-26 06:49:30 main:574] : INFO : Epoch 1550 | loss: 0.0311915 | val_loss: 0.0311998 | Time: 2047.34 ms [2021-01-26 06:49:33 main:574] : INFO : Epoch 1551 | loss: 0.031194 | val_loss: 0.0312003 | Time: 2046.09 ms [2021-01-26 06:49:35 main:574] : INFO : Epoch 1552 | loss: 0.0311984 | val_loss: 0.0311998 | Time: 2038.25 ms [2021-01-26 06:49:37 main:574] : INFO : Epoch 1553 | loss: 0.0311975 | val_loss: 0.0312013 | Time: 2042.51 ms [2021-01-26 06:49:39 main:574] : INFO : Epoch 1554 | loss: 0.0311963 | val_loss: 0.0312009 | Time: 2043.71 ms [2021-01-26 06:49:41 main:574] : INFO : Epoch 1555 | loss: 0.0311928 | val_loss: 0.0311972 | Time: 2039.97 ms [2021-01-26 06:49:43 main:574] : INFO : Epoch 1556 | loss: 0.0311915 | val_loss: 0.0311979 | Time: 2043.08 ms [2021-01-26 06:49:45 main:574] : INFO : Epoch 1557 | loss: 0.0311915 | val_loss: 0.0311989 | Time: 2046.72 ms [2021-01-26 06:49:47 main:574] : INFO : Epoch 1558 | loss: 0.0311917 | val_loss: 0.0311994 | Time: 2041.63 ms [2021-01-26 06:49:49 main:574] : INFO : Epoch 1559 | loss: 0.031191 | val_loss: 0.0311983 | Time: 2042.76 ms [2021-01-26 06:49:51 main:574] : INFO : Epoch 1560 | loss: 0.0311918 | val_loss: 0.0311996 | Time: 2039.71 ms [2021-01-26 06:49:53 main:574] : INFO : Epoch 1561 | loss: 0.0311912 | val_loss: 0.0311977 | Time: 2044.1 ms [2021-01-26 06:49:55 main:574] : INFO : Epoch 1562 | loss: 0.0311906 | val_loss: 0.0311996 | Time: 2044.04 ms [2021-01-26 06:49:57 main:574] : INFO : Epoch 1563 | loss: 0.0311902 | val_loss: 0.0311983 | Time: 2049.84 ms [2021-01-26 06:49:59 main:574] : INFO : Epoch 1564 | loss: 0.0311914 | val_loss: 0.0311982 | Time: 2044.84 ms [2021-01-26 06:50:01 main:574] : INFO : Epoch 1565 | loss: 0.0311913 | val_loss: 0.0311978 | Time: 2048.91 ms [2021-01-26 06:50:03 main:574] : INFO : Epoch 1566 | loss: 0.0311904 | val_loss: 0.0311991 | Time: 2050.05 ms [2021-01-26 06:50:05 main:574] : INFO : Epoch 1567 | loss: 0.0311938 | val_loss: 0.0311994 | Time: 2042.15 ms [2021-01-26 06:50:08 main:574] : INFO : Epoch 1568 | loss: 0.0311951 | val_loss: 0.0312002 | Time: 2045.52 ms [2021-01-26 06:50:10 main:574] : INFO : Epoch 1569 | loss: 0.0311924 | val_loss: 0.0311974 | Time: 2046.7 ms [2021-01-26 06:50:12 main:574] : INFO : Epoch 1570 | loss: 0.0311902 | val_loss: 0.0311977 | Time: 2048.45 ms [2021-01-26 06:50:14 main:574] : INFO : Epoch 1571 | loss: 0.0311915 | val_loss: 0.0311969 | Time: 2034.93 ms [2021-01-26 06:50:16 main:574] : INFO : Epoch 1572 | loss: 0.0311915 | val_loss: 0.0311983 | Time: 2033.88 ms [2021-01-26 06:50:18 main:574] : INFO : Epoch 1573 | loss: 0.0311909 | val_loss: 0.0311968 | Time: 2042.47 ms [2021-01-26 06:50:20 main:574] : INFO : Epoch 1574 | loss: 0.0311903 | val_loss: 0.031196 | Time: 2049.62 ms [2021-01-26 06:50:22 main:574] : INFO : Epoch 1575 | loss: 0.0311913 | val_loss: 0.0311989 | Time: 2045 ms [2021-01-26 06:50:24 main:574] : INFO : Epoch 1576 | loss: 0.0311951 | val_loss: 0.0312005 | Time: 2041.13 ms [2021-01-26 06:50:26 main:574] : INFO : Epoch 1577 | loss: 0.0311957 | val_loss: 0.0312001 | Time: 2044.42 ms [2021-01-26 06:50:28 main:574] : INFO : Epoch 1578 | loss: 0.0311915 | val_loss: 0.0311982 | Time: 2044.62 ms [2021-01-26 06:50:30 main:574] : INFO : Epoch 1579 | loss: 0.0311904 | val_loss: 0.0311968 | Time: 2039 ms [2021-01-26 06:50:32 main:574] : INFO : Epoch 1580 | loss: 0.0311902 | val_loss: 0.0311959 | Time: 2040.94 ms [2021-01-26 06:50:34 main:574] : INFO : Epoch 1581 | loss: 0.0311894 | val_loss: 0.0311972 | Time: 2046.82 ms [2021-01-26 06:50:36 main:574] : INFO : Epoch 1582 | loss: 0.0311901 | val_loss: 0.031198 | Time: 2046.58 ms [2021-01-26 06:50:38 main:574] : INFO : Epoch 1583 | loss: 0.0311912 | val_loss: 0.0311977 | Time: 2043.74 ms [2021-01-26 06:50:40 main:574] : INFO : Epoch 1584 | loss: 0.0311919 | val_loss: 0.0311965 | Time: 2055.6 ms [2021-01-26 06:50:42 main:574] : INFO : Epoch 1585 | loss: 0.0311927 | val_loss: 0.0311992 | Time: 2045.54 ms [2021-01-26 06:50:45 main:574] : INFO : Epoch 1586 | loss: 0.031193 | val_loss: 0.0311979 | Time: 2035.39 ms [2021-01-26 06:50:47 main:574] : INFO : Epoch 1587 | loss: 0.0311925 | val_loss: 0.031198 | Time: 2035.18 ms [2021-01-26 06:50:49 main:574] : INFO : Epoch 1588 | loss: 0.0311919 | val_loss: 0.0311972 | Time: 2045.54 ms [2021-01-26 06:50:51 main:574] : INFO : Epoch 1589 | loss: 0.0311916 | val_loss: 0.031196 | Time: 2041.7 ms [2021-01-26 06:50:53 main:574] : INFO : Epoch 1590 | loss: 0.0311906 | val_loss: 0.0311963 | Time: 2036.72 ms [2021-01-26 06:50:55 main:574] : INFO : Epoch 1591 | loss: 0.0311907 | val_loss: 0.0311988 | Time: 2042.49 ms [2021-01-26 06:50:57 main:574] : INFO : Epoch 1592 | loss: 0.031192 | val_loss: 0.0311972 | Time: 2043.28 ms [2021-01-26 06:50:59 main:574] : INFO : Epoch 1593 | loss: 0.0311896 | val_loss: 0.031196 | Time: 2044.82 ms [2021-01-26 06:51:01 main:574] : INFO : Epoch 1594 | loss: 0.0311901 | val_loss: 0.0311956 | Time: 2041.24 ms [2021-01-26 06:51:03 main:574] : INFO : Epoch 1595 | loss: 0.0311899 | val_loss: 0.0311953 | Time: 2044 ms [2021-01-26 06:51:05 main:574] : INFO : Epoch 1596 | loss: 0.0311902 | val_loss: 0.0311951 | Time: 2043.49 ms [2021-01-26 06:51:07 main:574] : INFO : Epoch 1597 | loss: 0.0311902 | val_loss: 0.0311988 | Time: 2040.87 ms [2021-01-26 06:51:09 main:574] : INFO : Epoch 1598 | loss: 0.0311913 | val_loss: 0.0311966 | Time: 2042.91 ms [2021-01-26 06:51:11 main:574] : INFO : Epoch 1599 | loss: 0.0311914 | val_loss: 0.031196 | Time: 2041.12 ms [2021-01-26 06:51:13 main:574] : INFO : Epoch 1600 | loss: 0.0311898 | val_loss: 0.0311951 | Time: 2044.4 ms [2021-01-26 06:51:15 main:574] : INFO : Epoch 1601 | loss: 0.0311899 | val_loss: 0.0311968 | Time: 2044.02 ms [2021-01-26 06:51:17 main:574] : INFO : Epoch 1602 | loss: 0.0311935 | val_loss: 0.0311965 | Time: 2046.38 ms [2021-01-26 06:51:19 main:574] : INFO : Epoch 1603 | loss: 0.0311919 | val_loss: 0.0311974 | Time: 2038.05 ms [2021-01-26 06:51:21 main:574] : INFO : Epoch 1604 | loss: 0.0311923 | val_loss: 0.0311967 | Time: 2046.7 ms [2021-01-26 06:51:24 main:574] : INFO : Epoch 1605 | loss: 0.0311937 | val_loss: 0.0312034 | Time: 2042.42 ms [2021-01-26 06:51:26 main:574] : INFO : Epoch 1606 | loss: 0.0311917 | val_loss: 0.0311965 | Time: 2042.42 ms [2021-01-26 06:51:28 main:574] : INFO : Epoch 1607 | loss: 0.0311903 | val_loss: 0.0311977 | Time: 2046 ms [2021-01-26 06:51:30 main:574] : INFO : Epoch 1608 | loss: 0.0311915 | val_loss: 0.0311987 | Time: 2040.26 ms [2021-01-26 06:51:32 main:574] : INFO : Epoch 1609 | loss: 0.0311909 | val_loss: 0.0311955 | Time: 2046.98 ms [2021-01-26 06:51:34 main:574] : INFO : Epoch 1610 | loss: 0.0311897 | val_loss: 0.0311954 | Time: 2041.71 ms [2021-01-26 06:51:36 main:574] : INFO : Epoch 1611 | loss: 0.0311902 | val_loss: 0.0312002 | Time: 2035.31 ms [2021-01-26 06:51:38 main:574] : INFO : Epoch 1612 | loss: 0.0311924 | val_loss: 0.0311951 | Time: 2048.7 ms [2021-01-26 06:51:40 main:574] : INFO : Epoch 1613 | loss: 0.0311896 | val_loss: 0.0311939 | Time: 2040.53 ms [2021-01-26 06:51:42 main:574] : INFO : Epoch 1614 | loss: 0.0311902 | val_loss: 0.0311947 | Time: 2039.21 ms [2021-01-26 06:51:44 main:574] : INFO : Epoch 1615 | loss: 0.0311895 | val_loss: 0.031195 | Time: 2042.28 ms [2021-01-26 06:51:46 main:574] : INFO : Epoch 1616 | loss: 0.0311895 | val_loss: 0.0311958 | Time: 2044.34 ms [2021-01-26 06:51:48 main:574] : INFO : Epoch 1617 | loss: 0.0311898 | val_loss: 0.0311949 | Time: 2041.95 ms [2021-01-26 06:51:50 main:574] : INFO : Epoch 1618 | loss: 0.0311884 | val_loss: 0.0311939 | Time: 2047 ms [2021-01-26 06:51:52 main:574] : INFO : Epoch 1619 | loss: 0.0311882 | val_loss: 0.0311936 | Time: 2042.31 ms [2021-01-26 06:51:54 main:574] : INFO : Epoch 1620 | loss: 0.0311886 | val_loss: 0.0311923 | Time: 2040.66 ms [2021-01-26 06:51:56 main:574] : INFO : Epoch 1621 | loss: 0.0311867 | val_loss: 0.0311934 | Time: 2049.16 ms [2021-01-26 06:51:58 main:574] : INFO : Epoch 1622 | loss: 0.0311868 | val_loss: 0.0311923 | Time: 2041.15 ms [2021-01-26 06:52:01 main:574] : INFO : Epoch 1623 | loss: 0.0311875 | val_loss: 0.0312017 | Time: 2045.56 ms [2021-01-26 06:52:03 main:574] : INFO : Epoch 1624 | loss: 0.0311879 | val_loss: 0.0311932 | Time: 2044.42 ms [2021-01-26 06:52:05 main:574] : INFO : Epoch 1625 | loss: 0.0311869 | val_loss: 0.0311905 | Time: 2047.78 ms [2021-01-26 06:52:07 main:574] : INFO : Epoch 1626 | loss: 0.0311864 | val_loss: 0.0311923 | Time: 2039.32 ms [2021-01-26 06:52:09 main:574] : INFO : Epoch 1627 | loss: 0.0311891 | val_loss: 0.0311924 | Time: 2041.24 ms [2021-01-26 06:52:11 main:574] : INFO : Epoch 1628 | loss: 0.0311919 | val_loss: 0.0312066 | Time: 2044.47 ms [2021-01-26 06:52:13 main:574] : INFO : Epoch 1629 | loss: 0.0311917 | val_loss: 0.0311916 | Time: 2038.44 ms [2021-01-26 06:52:15 main:574] : INFO : Epoch 1630 | loss: 0.0311867 | val_loss: 0.0311917 | Time: 2039.36 ms [2021-01-26 06:52:17 main:574] : INFO : Epoch 1631 | loss: 0.0311865 | val_loss: 0.0311912 | Time: 2039.01 ms [2021-01-26 06:52:19 main:574] : INFO : Epoch 1632 | loss: 0.0311904 | val_loss: 0.0311927 | Time: 2040.64 ms [2021-01-26 06:52:21 main:574] : INFO : Epoch 1633 | loss: 0.0311875 | val_loss: 0.0311913 | Time: 2040.9 ms [2021-01-26 06:52:23 main:574] : INFO : Epoch 1634 | loss: 0.0311872 | val_loss: 0.031194 | Time: 2043.17 ms [2021-01-26 06:52:25 main:574] : INFO : Epoch 1635 | loss: 0.0311898 | val_loss: 0.0311974 | Time: 2040.91 ms [2021-01-26 06:52:27 main:574] : INFO : Epoch 1636 | loss: 0.0311908 | val_loss: 0.0311944 | Time: 2046.1 ms [2021-01-26 06:52:29 main:574] : INFO : Epoch 1637 | loss: 0.03119 | val_loss: 0.0311939 | Time: 2047.66 ms [2021-01-26 06:52:31 main:574] : INFO : Epoch 1638 | loss: 0.0311874 | val_loss: 0.0311924 | Time: 2043.65 ms [2021-01-26 06:52:33 main:574] : INFO : Epoch 1639 | loss: 0.0311853 | val_loss: 0.0311913 | Time: 2044.45 ms [2021-01-26 06:52:35 main:574] : INFO : Epoch 1640 | loss: 0.0311852 | val_loss: 0.0311936 | Time: 2044.99 ms [2021-01-26 06:52:37 main:574] : INFO : Epoch 1641 | loss: 0.0311847 | val_loss: 0.0311924 | Time: 2043.8 ms [2021-01-26 06:52:40 main:574] : INFO : Epoch 1642 | loss: 0.0311868 | val_loss: 0.0311935 | Time: 2044.45 ms [2021-01-26 06:52:42 main:574] : INFO : Epoch 1643 | loss: 0.031186 | val_loss: 0.0311945 | Time: 2039.12 ms [2021-01-26 06:52:44 main:574] : INFO : Epoch 1644 | loss: 0.0311902 | val_loss: 0.0311925 | Time: 2047.13 ms [2021-01-26 06:52:46 main:574] : INFO : Epoch 1645 | loss: 0.0311873 | val_loss: 0.031196 | Time: 2049.6 ms [2021-01-26 06:52:48 main:574] : INFO : Epoch 1646 | loss: 0.0311856 | val_loss: 0.031193 | Time: 2039.73 ms [2021-01-26 06:52:50 main:574] : INFO : Epoch 1647 | loss: 0.0311851 | val_loss: 0.0311954 | Time: 2041.76 ms [2021-01-26 06:52:52 main:574] : INFO : Epoch 1648 | loss: 0.0311856 | val_loss: 0.031193 | Time: 2040.62 ms [2021-01-26 06:52:54 main:574] : INFO : Epoch 1649 | loss: 0.0311869 | val_loss: 0.0311914 | Time: 2048.18 ms [2021-01-26 06:52:56 main:574] : INFO : Epoch 1650 | loss: 0.0311852 | val_loss: 0.031194 | Time: 2043.75 ms [2021-01-26 06:52:58 main:574] : INFO : Epoch 1651 | loss: 0.0311862 | val_loss: 0.0311927 | Time: 2038.76 ms [2021-01-26 06:53:00 main:574] : INFO : Epoch 1652 | loss: 0.0311847 | val_loss: 0.0311944 | Time: 2049.17 ms [2021-01-26 06:53:02 main:574] : INFO : Epoch 1653 | loss: 0.0311858 | val_loss: 0.0311929 | Time: 2041.67 ms [2021-01-26 06:53:04 main:574] : INFO : Epoch 1654 | loss: 0.0311873 | val_loss: 0.0311989 | Time: 2040.5 ms [2021-01-26 06:53:06 main:574] : INFO : Epoch 1655 | loss: 0.0311917 | val_loss: 0.031198 | Time: 2039.52 ms [2021-01-26 06:53:08 main:574] : INFO : Epoch 1656 | loss: 0.0311893 | val_loss: 0.0311982 | Time: 2048.33 ms [2021-01-26 06:53:10 main:574] : INFO : Epoch 1657 | loss: 0.0311919 | val_loss: 0.0312052 | Time: 2038.6 ms [2021-01-26 06:53:12 main:574] : INFO : Epoch 1658 | loss: 0.0311935 | val_loss: 0.0311994 | Time: 2040.42 ms [2021-01-26 06:53:14 main:574] : INFO : Epoch 1659 | loss: 0.0311928 | val_loss: 0.0312027 | Time: 2039.13 ms [2021-01-26 06:53:17 main:574] : INFO : Epoch 1660 | loss: 0.0311907 | val_loss: 0.0311969 | Time: 2043.57 ms [2021-01-26 06:53:19 main:574] : INFO : Epoch 1661 | loss: 0.0311902 | val_loss: 0.0311985 | Time: 2045.93 ms [2021-01-26 06:53:21 main:574] : INFO : Epoch 1662 | loss: 0.0311902 | val_loss: 0.0311982 | Time: 2038.98 ms [2021-01-26 06:53:23 main:574] : INFO : Epoch 1663 | loss: 0.0311892 | val_loss: 0.0311972 | Time: 2044.31 ms [2021-01-26 06:53:25 main:574] : INFO : Epoch 1664 | loss: 0.031192 | val_loss: 0.0312003 | Time: 2048.34 ms [2021-01-26 06:53:27 main:574] : INFO : Epoch 1665 | loss: 0.0311939 | val_loss: 0.0311972 | Time: 2038.91 ms [2021-01-26 06:53:29 main:574] : INFO : Epoch 1666 | loss: 0.0311921 | val_loss: 0.0311978 | Time: 2044 ms [2021-01-26 06:53:31 main:574] : INFO : Epoch 1667 | loss: 0.0311947 | val_loss: 0.0312025 | Time: 2046.36 ms [2021-01-26 06:53:33 main:574] : INFO : Epoch 1668 | loss: 0.0311928 | val_loss: 0.0311978 | Time: 2041.42 ms [2021-01-26 06:53:35 main:574] : INFO : Epoch 1669 | loss: 0.0311922 | val_loss: 0.0311993 | Time: 2046.81 ms [2021-01-26 06:53:37 main:574] : INFO : Epoch 1670 | loss: 0.0311909 | val_loss: 0.0311978 | Time: 2045.49 ms [2021-01-26 06:53:39 main:574] : INFO : Epoch 1671 | loss: 0.0311906 | val_loss: 0.0311983 | Time: 2041.28 ms [2021-01-26 06:53:41 main:574] : INFO : Epoch 1672 | loss: 0.0311907 | val_loss: 0.0311972 | Time: 2044.7 ms [2021-01-26 06:53:43 main:574] : INFO : Epoch 1673 | loss: 0.031193 | val_loss: 0.0312027 | Time: 2048.97 ms [2021-01-26 06:53:45 main:574] : INFO : Epoch 1674 | loss: 0.0311938 | val_loss: 0.0311995 | Time: 2035.53 ms [2021-01-26 06:53:47 main:574] : INFO : Epoch 1675 | loss: 0.0311925 | val_loss: 0.0312024 | Time: 2039.02 ms [2021-01-26 06:53:49 main:574] : INFO : Epoch 1676 | loss: 0.0311946 | val_loss: 0.0311979 | Time: 2044.74 ms [2021-01-26 06:53:51 main:574] : INFO : Epoch 1677 | loss: 0.0311947 | val_loss: 0.0311971 | Time: 2043.08 ms [2021-01-26 06:53:54 main:574] : INFO : Epoch 1678 | loss: 0.0311927 | val_loss: 0.031198 | Time: 2043.82 ms [2021-01-26 06:53:56 main:574] : INFO : Epoch 1679 | loss: 0.0311933 | val_loss: 0.0311989 | Time: 2041.58 ms [2021-01-26 06:53:58 main:574] : INFO : Epoch 1680 | loss: 0.0311934 | val_loss: 0.0311973 | Time: 2046.55 ms [2021-01-26 06:54:00 main:574] : INFO : Epoch 1681 | loss: 0.0311926 | val_loss: 0.031198 | Time: 2042.98 ms [2021-01-26 06:54:02 main:574] : INFO : Epoch 1682 | loss: 0.0311915 | val_loss: 0.0311966 | Time: 2041.16 ms [2021-01-26 06:54:04 main:574] : INFO : Epoch 1683 | loss: 0.031192 | val_loss: 0.0311965 | Time: 2046.62 ms [2021-01-26 06:54:06 main:574] : INFO : Epoch 1684 | loss: 0.0311938 | val_loss: 0.0311983 | Time: 2041.2 ms [2021-01-26 06:54:08 main:574] : INFO : Epoch 1685 | loss: 0.0311915 | val_loss: 0.0311958 | Time: 2036.9 ms [2021-01-26 06:54:10 main:574] : INFO : Epoch 1686 | loss: 0.0311909 | val_loss: 0.0311963 | Time: 2044.61 ms [2021-01-26 06:54:12 main:574] : INFO : Epoch 1687 | loss: 0.0311927 | val_loss: 0.0311949 | Time: 2044.86 ms [2021-01-26 06:54:14 main:574] : INFO : Epoch 1688 | loss: 0.031191 | val_loss: 0.0311963 | Time: 2041.65 ms [2021-01-26 06:54:16 main:574] : INFO : Epoch 1689 | loss: 0.0311909 | val_loss: 0.031196 | Time: 2046.18 ms [2021-01-26 06:54:18 main:574] : INFO : Epoch 1690 | loss: 0.031192 | val_loss: 0.0311945 | Time: 2041.69 ms [2021-01-26 06:54:20 main:574] : INFO : Epoch 1691 | loss: 0.0311917 | val_loss: 0.031197 | Time: 2041.46 ms [2021-01-26 06:54:22 main:574] : INFO : Epoch 1692 | loss: 0.0311904 | val_loss: 0.0311972 | Time: 2045.11 ms [2021-01-26 06:54:24 main:574] : INFO : Epoch 1693 | loss: 0.031192 | val_loss: 0.0311946 | Time: 2041.99 ms [2021-01-26 06:54:26 main:574] : INFO : Epoch 1694 | loss: 0.0311905 | val_loss: 0.0312029 | Time: 2042.57 ms [2021-01-26 06:54:28 main:574] : INFO : Epoch 1695 | loss: 0.0311909 | val_loss: 0.0311965 | Time: 2040.95 ms [2021-01-26 06:54:31 main:574] : INFO : Epoch 1696 | loss: 0.0311909 | val_loss: 0.0311985 | Time: 2045.79 ms [2021-01-26 06:54:33 main:574] : INFO : Epoch 1697 | loss: 0.0311921 | val_loss: 0.0311951 | Time: 2045.7 ms [2021-01-26 06:54:35 main:574] : INFO : Epoch 1698 | loss: 0.031193 | val_loss: 0.0311949 | Time: 2041.81 ms [2021-01-26 06:54:37 main:574] : INFO : Epoch 1699 | loss: 0.0311935 | val_loss: 0.0311946 | Time: 2044.71 ms [2021-01-26 06:54:39 main:574] : INFO : Epoch 1700 | loss: 0.0311961 | val_loss: 0.0311999 | Time: 2045.59 ms [2021-01-26 06:54:41 main:574] : INFO : Epoch 1701 | loss: 0.0311969 | val_loss: 0.0311982 | Time: 2046.03 ms [2021-01-26 06:54:43 main:574] : INFO : Epoch 1702 | loss: 0.0311947 | val_loss: 0.0311984 | Time: 2046.76 ms [2021-01-26 06:54:45 main:574] : INFO : Epoch 1703 | loss: 0.0311944 | val_loss: 0.0311976 | Time: 2038.25 ms [2021-01-26 06:54:47 main:574] : INFO : Epoch 1704 | loss: 0.0311929 | val_loss: 0.0311997 | Time: 2055.63 ms [2021-01-26 06:54:49 main:574] : INFO : Epoch 1705 | loss: 0.0311935 | val_loss: 0.0311979 | Time: 2039.93 ms [2021-01-26 06:54:51 main:574] : INFO : Epoch 1706 | loss: 0.0311928 | val_loss: 0.0311994 | Time: 2040.37 ms [2021-01-26 06:54:53 main:574] : INFO : Epoch 1707 | loss: 0.0311923 | val_loss: 0.0311972 | Time: 2046.39 ms [2021-01-26 06:54:55 main:574] : INFO : Epoch 1708 | loss: 0.0311916 | val_loss: 0.0311978 | Time: 2044.38 ms [2021-01-26 06:54:57 main:574] : INFO : Epoch 1709 | loss: 0.0311927 | val_loss: 0.0311994 | Time: 2046.36 ms [2021-01-26 06:54:59 main:574] : INFO : Epoch 1710 | loss: 0.0311938 | val_loss: 0.0311996 | Time: 2038.38 ms [2021-01-26 06:55:01 main:574] : INFO : Epoch 1711 | loss: 0.031192 | val_loss: 0.0311981 | Time: 2043.02 ms [2021-01-26 06:55:03 main:574] : INFO : Epoch 1712 | loss: 0.031193 | val_loss: 0.0312022 | Time: 2046.65 ms [2021-01-26 06:55:05 main:574] : INFO : Epoch 1713 | loss: 0.0311948 | val_loss: 0.0311993 | Time: 2049.18 ms [2021-01-26 06:55:08 main:574] : INFO : Epoch 1714 | loss: 0.0311936 | val_loss: 0.0311998 | Time: 2039.12 ms [2021-01-26 06:55:10 main:574] : INFO : Epoch 1715 | loss: 0.0311927 | val_loss: 0.0311976 | Time: 2037.01 ms [2021-01-26 06:55:12 main:574] : INFO : Epoch 1716 | loss: 0.0311939 | val_loss: 0.0311987 | Time: 2046.99 ms [2021-01-26 06:55:14 main:574] : INFO : Epoch 1717 | loss: 0.0311933 | val_loss: 0.0312001 | Time: 2040.4 ms [2021-01-26 06:55:16 main:574] : INFO : Epoch 1718 | loss: 0.0311932 | val_loss: 0.0311982 | Time: 2042.79 ms [2021-01-26 06:55:18 main:574] : INFO : Epoch 1719 | loss: 0.0311929 | val_loss: 0.0312048 | Time: 2043.88 ms [2021-01-26 06:55:20 main:574] : INFO : Epoch 1720 | loss: 0.0311921 | val_loss: 0.0311986 | Time: 2043.41 ms [2021-01-26 06:55:22 main:574] : INFO : Epoch 1721 | loss: 0.0311949 | val_loss: 0.0311969 | Time: 2049.55 ms [2021-01-26 06:55:24 main:574] : INFO : Epoch 1722 | loss: 0.0311917 | val_loss: 0.0311972 | Time: 2036.77 ms [2021-01-26 06:55:26 main:574] : INFO : Epoch 1723 | loss: 0.0311926 | val_loss: 0.0311967 | Time: 2041.81 ms [2021-01-26 06:55:28 main:574] : INFO : Epoch 1724 | loss: 0.0311913 | val_loss: 0.031197 | Time: 2048.22 ms [2021-01-26 06:55:30 main:574] : INFO : Epoch 1725 | loss: 0.0311923 | val_loss: 0.0312009 | Time: 2041.84 ms [2021-01-26 06:55:32 main:574] : INFO : Epoch 1726 | loss: 0.0311967 | val_loss: 0.0312007 | Time: 2047.86 ms [2021-01-26 06:55:34 main:574] : INFO : Epoch 1727 | loss: 0.0311975 | val_loss: 0.0312048 | Time: 2042.43 ms [2021-01-26 06:55:36 main:574] : INFO : Epoch 1728 | loss: 0.0311933 | val_loss: 0.0311979 | Time: 2045.26 ms [2021-01-26 06:55:38 main:574] : INFO : Epoch 1729 | loss: 0.0311919 | val_loss: 0.0311979 | Time: 2043.03 ms [2021-01-26 06:55:40 main:574] : INFO : Epoch 1730 | loss: 0.0311916 | val_loss: 0.0311974 | Time: 2064.78 ms [2021-01-26 06:55:42 main:574] : INFO : Epoch 1731 | loss: 0.0311913 | val_loss: 0.0311975 | Time: 2039.18 ms [2021-01-26 06:55:45 main:574] : INFO : Epoch 1732 | loss: 0.0311915 | val_loss: 0.0311974 | Time: 2048.7 ms [2021-01-26 06:55:47 main:574] : INFO : Epoch 1733 | loss: 0.0311916 | val_loss: 0.0311966 | Time: 2040.48 ms [2021-01-26 06:55:49 main:574] : INFO : Epoch 1734 | loss: 0.0311925 | val_loss: 0.0311987 | Time: 2043.19 ms [2021-01-26 06:55:51 main:574] : INFO : Epoch 1735 | loss: 0.0311932 | val_loss: 0.0311987 | Time: 2044.69 ms [2021-01-26 06:55:53 main:574] : INFO : Epoch 1736 | loss: 0.0311932 | val_loss: 0.0312018 | Time: 2043.91 ms [2021-01-26 06:55:55 main:574] : INFO : Epoch 1737 | loss: 0.0311944 | val_loss: 0.0312002 | Time: 2042.84 ms [2021-01-26 06:55:57 main:574] : INFO : Epoch 1738 | loss: 0.031194 | val_loss: 0.0311981 | Time: 2037.26 ms [2021-01-26 06:55:59 main:574] : INFO : Epoch 1739 | loss: 0.0311944 | val_loss: 0.0311971 | Time: 2045.42 ms [2021-01-26 06:56:01 main:574] : INFO : Epoch 1740 | loss: 0.0311946 | val_loss: 0.0311994 | Time: 2046.57 ms [2021-01-26 06:56:03 main:574] : INFO : Epoch 1741 | loss: 0.0311939 | val_loss: 0.0311974 | Time: 2043.69 ms [2021-01-26 06:56:05 main:574] : INFO : Epoch 1742 | loss: 0.0311933 | val_loss: 0.0312008 | Time: 2042.53 ms [2021-01-26 06:56:07 main:574] : INFO : Epoch 1743 | loss: 0.0311935 | val_loss: 0.0311985 | Time: 2037.88 ms [2021-01-26 06:56:09 main:574] : INFO : Epoch 1744 | loss: 0.0311932 | val_loss: 0.0311953 | Time: 2046.75 ms [2021-01-26 06:56:11 main:574] : INFO : Epoch 1745 | loss: 0.0311932 | val_loss: 0.0312005 | Time: 2039.29 ms [2021-01-26 06:56:13 main:574] : INFO : Epoch 1746 | loss: 0.0311918 | val_loss: 0.0311959 | Time: 2044.61 ms [2021-01-26 06:56:15 main:574] : INFO : Epoch 1747 | loss: 0.0311927 | val_loss: 0.0312042 | Time: 2042.12 ms [2021-01-26 06:56:17 main:574] : INFO : Epoch 1748 | loss: 0.0311947 | val_loss: 0.0311958 | Time: 2050.07 ms [2021-01-26 06:56:20 main:574] : INFO : Epoch 1749 | loss: 0.0311914 | val_loss: 0.0311959 | Time: 2044.38 ms [2021-01-26 06:56:22 main:574] : INFO : Epoch 1750 | loss: 0.031191 | val_loss: 0.0311995 | Time: 2039.85 ms [2021-01-26 06:56:24 main:574] : INFO : Epoch 1751 | loss: 0.031194 | val_loss: 0.0311964 | Time: 2040.17 ms [2021-01-26 06:56:26 main:574] : INFO : Epoch 1752 | loss: 0.031192 | val_loss: 0.0311968 | Time: 2044.72 ms [2021-01-26 06:56:28 main:574] : INFO : Epoch 1753 | loss: 0.0311938 | val_loss: 0.0311967 | Time: 2046.15 ms [2021-01-26 06:56:30 main:574] : INFO : Epoch 1754 | loss: 0.0311926 | val_loss: 0.031203 | Time: 2047.2 ms [2021-01-26 06:56:32 main:574] : INFO : Epoch 1755 | loss: 0.0311942 | val_loss: 0.0311983 | Time: 2038.42 ms [2021-01-26 06:56:34 main:574] : INFO : Epoch 1756 | loss: 0.0311931 | val_loss: 0.0312038 | Time: 2045.82 ms [2021-01-26 06:56:36 main:574] : INFO : Epoch 1757 | loss: 0.0311953 | val_loss: 0.0311977 | Time: 2043.05 ms [2021-01-26 06:56:38 main:574] : INFO : Epoch 1758 | loss: 0.0311932 | val_loss: 0.0311987 | Time: 2042.71 ms [2021-01-26 06:56:40 main:574] : INFO : Epoch 1759 | loss: 0.0311923 | val_loss: 0.031198 | Time: 2040.99 ms [2021-01-26 06:56:42 main:574] : INFO : Epoch 1760 | loss: 0.0311946 | val_loss: 0.0312007 | Time: 2043.03 ms [2021-01-26 06:56:44 main:574] : INFO : Epoch 1761 | loss: 0.0311952 | val_loss: 0.0312058 | Time: 2040.71 ms [2021-01-26 06:56:46 main:574] : INFO : Epoch 1762 | loss: 0.0311945 | val_loss: 0.0311996 | Time: 2040.24 ms [2021-01-26 06:56:48 main:574] : INFO : Epoch 1763 | loss: 0.0311935 | val_loss: 0.0311989 | Time: 2040.23 ms [2021-01-26 06:56:50 main:574] : INFO : Epoch 1764 | loss: 0.0311922 | val_loss: 0.0311984 | Time: 2047.14 ms [2021-01-26 06:56:52 main:574] : INFO : Epoch 1765 | loss: 0.0311944 | val_loss: 0.0312002 | Time: 2040.93 ms [2021-01-26 06:56:54 main:574] : INFO : Epoch 1766 | loss: 0.0311934 | val_loss: 0.0312008 | Time: 2037.95 ms [2021-01-26 06:56:56 main:574] : INFO : Epoch 1767 | loss: 0.031194 | val_loss: 0.0311999 | Time: 2038.64 ms [2021-01-26 06:56:59 main:574] : INFO : Epoch 1768 | loss: 0.0311987 | val_loss: 0.0312006 | Time: 2042.4 ms [2021-01-26 06:57:01 main:574] : INFO : Epoch 1769 | loss: 0.0312001 | val_loss: 0.0311982 | Time: 2049.41 ms [2021-01-26 06:57:03 main:574] : INFO : Epoch 1770 | loss: 0.031193 | val_loss: 0.0311966 | Time: 2036.18 ms [2021-01-26 06:57:05 main:574] : INFO : Epoch 1771 | loss: 0.031192 | val_loss: 0.0311988 | Time: 2038.5 ms [2021-01-26 06:57:07 main:574] : INFO : Epoch 1772 | loss: 0.031191 | val_loss: 0.031196 | Time: 2041.01 ms [2021-01-26 06:57:09 main:574] : INFO : Epoch 1773 | loss: 0.0311902 | val_loss: 0.0311957 | Time: 2043.27 ms [2021-01-26 06:57:11 main:574] : INFO : Epoch 1774 | loss: 0.0311912 | val_loss: 0.0311984 | Time: 2037.94 ms [2021-01-26 06:57:13 main:574] : INFO : Epoch 1775 | loss: 0.0311925 | val_loss: 0.0311973 | Time: 2040.53 ms [2021-01-26 06:57:15 main:574] : INFO : Epoch 1776 | loss: 0.0311912 | val_loss: 0.0311982 | Time: 2041.91 ms [2021-01-26 06:57:17 main:574] : INFO : Epoch 1777 | loss: 0.0311933 | val_loss: 0.0312011 | Time: 2043.87 ms [2021-01-26 06:57:19 main:574] : INFO : Epoch 1778 | loss: 0.0311944 | val_loss: 0.0312007 | Time: 2045.64 ms [2021-01-26 06:57:21 main:574] : INFO : Epoch 1779 | loss: 0.0311925 | val_loss: 0.0312078 | Time: 2039.68 ms [2021-01-26 06:57:23 main:574] : INFO : Epoch 1780 | loss: 0.0311933 | val_loss: 0.0311971 | Time: 2043.5 ms [2021-01-26 06:57:25 main:574] : INFO : Epoch 1781 | loss: 0.0311912 | val_loss: 0.0311976 | Time: 2042.24 ms [2021-01-26 06:57:27 main:574] : INFO : Epoch 1782 | loss: 0.0311897 | val_loss: 0.0311967 | Time: 2045.68 ms [2021-01-26 06:57:29 main:574] : INFO : Epoch 1783 | loss: 0.0311907 | val_loss: 0.0311961 | Time: 2035.24 ms [2021-01-26 06:57:31 main:574] : INFO : Epoch 1784 | loss: 0.0311905 | val_loss: 0.0311965 | Time: 2041.82 ms [2021-01-26 06:57:33 main:574] : INFO : Epoch 1785 | loss: 0.0311901 | val_loss: 0.0311958 | Time: 2047.03 ms [2021-01-26 06:57:35 main:574] : INFO : Epoch 1786 | loss: 0.0311905 | val_loss: 0.0311979 | Time: 2042.61 ms [2021-01-26 06:57:38 main:574] : INFO : Epoch 1787 | loss: 0.0311909 | val_loss: 0.0311964 | Time: 2037.93 ms [2021-01-26 06:57:40 main:574] : INFO : Epoch 1788 | loss: 0.0311897 | val_loss: 0.0311982 | Time: 2046.56 ms [2021-01-26 06:57:42 main:574] : INFO : Epoch 1789 | loss: 0.0311907 | val_loss: 0.0312007 | Time: 2047.18 ms [2021-01-26 06:57:44 main:574] : INFO : Epoch 1790 | loss: 0.0311905 | val_loss: 0.0311998 | Time: 2041.66 ms [2021-01-26 06:57:46 main:574] : INFO : Epoch 1791 | loss: 0.0311899 | val_loss: 0.0311966 | Time: 2038.58 ms [2021-01-26 06:57:48 main:574] : INFO : Epoch 1792 | loss: 0.0311897 | val_loss: 0.0311975 | Time: 2044.64 ms [2021-01-26 06:57:50 main:574] : INFO : Epoch 1793 | loss: 0.0311916 | val_loss: 0.0311984 | Time: 2050.48 ms [2021-01-26 06:57:52 main:574] : INFO : Epoch 1794 | loss: 0.0311915 | val_loss: 0.0311989 | Time: 2044.21 ms [2021-01-26 06:57:54 main:574] : INFO : Epoch 1795 | loss: 0.031189 | val_loss: 0.0311972 | Time: 2043.55 ms [2021-01-26 06:57:56 main:574] : INFO : Epoch 1796 | loss: 0.0311909 | val_loss: 0.0312062 | Time: 2049.07 ms [2021-01-26 06:57:58 main:574] : INFO : Epoch 1797 | loss: 0.031195 | val_loss: 0.0311973 | Time: 2044.39 ms [2021-01-26 06:58:00 main:574] : INFO : Epoch 1798 | loss: 0.0311942 | val_loss: 0.0311978 | Time: 2041.84 ms [2021-01-26 06:58:02 main:574] : INFO : Epoch 1799 | loss: 0.0311905 | val_loss: 0.0311961 | Time: 2040.77 ms [2021-01-26 06:58:04 main:574] : INFO : Epoch 1800 | loss: 0.0311894 | val_loss: 0.0311988 | Time: 2046.59 ms [2021-01-26 06:58:06 main:574] : INFO : Epoch 1801 | loss: 0.0311899 | val_loss: 0.0311963 | Time: 2042.15 ms [2021-01-26 06:58:08 main:574] : INFO : Epoch 1802 | loss: 0.0311889 | val_loss: 0.0311968 | Time: 2043.61 ms [2021-01-26 06:58:10 main:574] : INFO : Epoch 1803 | loss: 0.0311907 | val_loss: 0.0311969 | Time: 2040.72 ms [2021-01-26 06:58:12 main:574] : INFO : Epoch 1804 | loss: 0.0311915 | val_loss: 0.0311967 | Time: 2046.48 ms [2021-01-26 06:58:15 main:574] : INFO : Epoch 1805 | loss: 0.0311886 | val_loss: 0.0311964 | Time: 2047.6 ms [2021-01-26 06:58:17 main:574] : INFO : Epoch 1806 | loss: 0.0311932 | val_loss: 0.0311983 | Time: 2044.83 ms [2021-01-26 06:58:19 main:574] : INFO : Epoch 1807 | loss: 0.0311948 | val_loss: 0.0311973 | Time: 2041.19 ms [2021-01-26 06:58:21 main:574] : INFO : Epoch 1808 | loss: 0.0311925 | val_loss: 0.0311987 | Time: 2054.8 ms [2021-01-26 06:58:23 main:574] : INFO : Epoch 1809 | loss: 0.0311906 | val_loss: 0.0311997 | Time: 2046.34 ms [2021-01-26 06:58:25 main:574] : INFO : Epoch 1810 | loss: 0.0311898 | val_loss: 0.031198 | Time: 2039.49 ms [2021-01-26 06:58:27 main:574] : INFO : Epoch 1811 | loss: 0.0311908 | val_loss: 0.031198 | Time: 2039.18 ms [2021-01-26 06:58:29 main:574] : INFO : Epoch 1812 | loss: 0.0311901 | val_loss: 0.0311963 | Time: 2047.67 ms [2021-01-26 06:58:31 main:574] : INFO : Epoch 1813 | loss: 0.0311903 | val_loss: 0.0312 | Time: 2048.89 ms [2021-01-26 06:58:33 main:574] : INFO : Epoch 1814 | loss: 0.0311901 | val_loss: 0.0311977 | Time: 2049.57 ms [2021-01-26 06:58:35 main:574] : INFO : Epoch 1815 | loss: 0.0311903 | val_loss: 0.0311969 | Time: 2045.94 ms [2021-01-26 06:58:37 main:574] : INFO : Epoch 1816 | loss: 0.0311904 | val_loss: 0.0311981 | Time: 2042.53 ms [2021-01-26 06:58:39 main:574] : INFO : Epoch 1817 | loss: 0.0311913 | val_loss: 0.031198 | Time: 2049.23 ms [2021-01-26 06:58:41 main:574] : INFO : Epoch 1818 | loss: 0.0311897 | val_loss: 0.0311968 | Time: 2042.97 ms [2021-01-26 06:58:43 main:574] : INFO : Epoch 1819 | loss: 0.0311924 | val_loss: 0.0311978 | Time: 2038.66 ms [2021-01-26 06:58:45 main:574] : INFO : Epoch 1820 | loss: 0.0311903 | val_loss: 0.0311986 | Time: 2044.71 ms [2021-01-26 06:58:47 main:574] : INFO : Epoch 1821 | loss: 0.031191 | val_loss: 0.0311961 | Time: 2043.99 ms [2021-01-26 06:58:50 main:574] : INFO : Epoch 1822 | loss: 0.0311921 | val_loss: 0.0311993 | Time: 2045.22 ms [2021-01-26 06:58:52 main:574] : INFO : Epoch 1823 | loss: 0.0311934 | val_loss: 0.0312032 | Time: 2037.47 ms [2021-01-26 06:58:54 main:574] : INFO : Epoch 1824 | loss: 0.0311937 | val_loss: 0.0311957 | Time: 2042.39 ms [2021-01-26 06:58:56 main:574] : INFO : Epoch 1825 | loss: 0.0311933 | val_loss: 0.0311959 | Time: 2042.56 ms [2021-01-26 06:58:58 main:574] : INFO : Epoch 1826 | loss: 0.0311929 | val_loss: 0.0311958 | Time: 2046.11 ms [2021-01-26 06:59:00 main:574] : INFO : Epoch 1827 | loss: 0.0311964 | val_loss: 0.0312063 | Time: 2045.11 ms [2021-01-26 06:59:02 main:574] : INFO : Epoch 1828 | loss: 0.0312011 | val_loss: 0.0312015 | Time: 2039.53 ms [2021-01-26 06:59:04 main:574] : INFO : Epoch 1829 | loss: 0.0311992 | val_loss: 0.0312001 | Time: 2045.93 ms [2021-01-26 06:59:06 main:574] : INFO : Epoch 1830 | loss: 0.0311967 | val_loss: 0.0311987 | Time: 2040.47 ms [2021-01-26 06:59:08 main:574] : INFO : Epoch 1831 | loss: 0.0311955 | val_loss: 0.0311976 | Time: 2047.53 ms [2021-01-26 06:59:10 main:574] : INFO : Epoch 1832 | loss: 0.0311941 | val_loss: 0.0312002 | Time: 2057.99 ms [2021-01-26 06:59:12 main:574] : INFO : Epoch 1833 | loss: 0.0311968 | val_loss: 0.0311984 | Time: 2041.93 ms [2021-01-26 06:59:14 main:574] : INFO : Epoch 1834 | loss: 0.0311942 | val_loss: 0.0311955 | Time: 2045.47 ms [2021-01-26 06:59:16 main:574] : INFO : Epoch 1835 | loss: 0.031192 | val_loss: 0.0311962 | Time: 2038.26 ms [2021-01-26 06:59:18 main:574] : INFO : Epoch 1836 | loss: 0.0311942 | val_loss: 0.0311961 | Time: 2042.88 ms [2021-01-26 06:59:20 main:574] : INFO : Epoch 1837 | loss: 0.0311929 | val_loss: 0.0311994 | Time: 2048.95 ms [2021-01-26 06:59:22 main:574] : INFO : Epoch 1838 | loss: 0.0311917 | val_loss: 0.0311954 | Time: 2040.67 ms [2021-01-26 06:59:24 main:574] : INFO : Epoch 1839 | loss: 0.0311911 | val_loss: 0.0311956 | Time: 2044.87 ms [2021-01-26 06:59:27 main:574] : INFO : Epoch 1840 | loss: 0.031192 | val_loss: 0.0311978 | Time: 2042.01 ms [2021-01-26 06:59:29 main:574] : INFO : Epoch 1841 | loss: 0.0311919 | val_loss: 0.0311972 | Time: 2043.73 ms [2021-01-26 06:59:31 main:574] : INFO : Epoch 1842 | loss: 0.0311917 | val_loss: 0.0311953 | Time: 2040.8 ms [2021-01-26 06:59:33 main:574] : INFO : Epoch 1843 | loss: 0.0311907 | val_loss: 0.031196 | Time: 2039.68 ms [2021-01-26 06:59:35 main:574] : INFO : Epoch 1844 | loss: 0.031191 | val_loss: 0.0311954 | Time: 2056.16 ms [2021-01-26 06:59:37 main:574] : INFO : Epoch 1845 | loss: 0.0311898 | val_loss: 0.031196 | Time: 2046.45 ms [2021-01-26 06:59:39 main:574] : INFO : Epoch 1846 | loss: 0.0311907 | val_loss: 0.0311966 | Time: 2042.09 ms [2021-01-26 06:59:41 main:574] : INFO : Epoch 1847 | loss: 0.0311918 | val_loss: 0.0311971 | Time: 2040.33 ms [2021-01-26 06:59:43 main:574] : INFO : Epoch 1848 | loss: 0.0311909 | val_loss: 0.0311984 | Time: 2047.51 ms [2021-01-26 06:59:45 main:574] : INFO : Epoch 1849 | loss: 0.0311909 | val_loss: 0.0311986 | Time: 2044.97 ms [2021-01-26 06:59:47 main:574] : INFO : Epoch 1850 | loss: 0.0311906 | val_loss: 0.0311987 | Time: 2043.39 ms [2021-01-26 06:59:49 main:574] : INFO : Epoch 1851 | loss: 0.0311899 | val_loss: 0.0311957 | Time: 2039.28 ms [2021-01-26 06:59:51 main:574] : INFO : Epoch 1852 | loss: 0.0311897 | val_loss: 0.0311988 | Time: 2044.68 ms [2021-01-26 06:59:53 main:574] : INFO : Epoch 1853 | loss: 0.0311894 | val_loss: 0.0311961 | Time: 2040.67 ms [2021-01-26 06:59:55 main:574] : INFO : Epoch 1854 | loss: 0.031191 | val_loss: 0.0311958 | Time: 2033.88 ms [2021-01-26 06:59:57 main:574] : INFO : Epoch 1855 | loss: 0.0311914 | val_loss: 0.031199 | Time: 2042.83 ms [2021-01-26 06:59:59 main:574] : INFO : Epoch 1856 | loss: 0.0311917 | val_loss: 0.0311948 | Time: 2049.01 ms [2021-01-26 07:00:01 main:574] : INFO : Epoch 1857 | loss: 0.0311914 | val_loss: 0.0311946 | Time: 2044.14 ms [2021-01-26 07:00:03 main:574] : INFO : Epoch 1858 | loss: 0.0311903 | val_loss: 0.0311968 | Time: 2044.34 ms [2021-01-26 07:00:06 main:574] : INFO : Epoch 1859 | loss: 0.0311921 | val_loss: 0.0311959 | Time: 2043.81 ms [2021-01-26 07:00:08 main:574] : INFO : Epoch 1860 | loss: 0.0311914 | val_loss: 0.0311976 | Time: 2049.57 ms [2021-01-26 07:00:10 main:574] : INFO : Epoch 1861 | loss: 0.0311914 | val_loss: 0.0311955 | Time: 2044.44 ms [2021-01-26 07:00:12 main:574] : INFO : Epoch 1862 | loss: 0.0311918 | val_loss: 0.0311968 | Time: 2041.66 ms [2021-01-26 07:00:14 main:574] : INFO : Epoch 1863 | loss: 0.0311918 | val_loss: 0.0311951 | Time: 2039.96 ms [2021-01-26 07:00:16 main:574] : INFO : Epoch 1864 | loss: 0.031192 | val_loss: 0.0311958 | Time: 2048.58 ms [2021-01-26 07:00:18 main:574] : INFO : Epoch 1865 | loss: 0.0311922 | val_loss: 0.0311964 | Time: 2044.24 ms [2021-01-26 07:00:20 main:574] : INFO : Epoch 1866 | loss: 0.031191 | val_loss: 0.0311957 | Time: 2043.68 ms [2021-01-26 07:00:22 main:574] : INFO : Epoch 1867 | loss: 0.0311899 | val_loss: 0.0311952 | Time: 2043.17 ms [2021-01-26 07:00:24 main:574] : INFO : Epoch 1868 | loss: 0.0311914 | val_loss: 0.0311964 | Time: 2047.86 ms [2021-01-26 07:00:26 main:574] : INFO : Epoch 1869 | loss: 0.0311907 | val_loss: 0.0311951 | Time: 2040.32 ms [2021-01-26 07:00:28 main:574] : INFO : Epoch 1870 | loss: 0.0311918 | val_loss: 0.0311957 | Time: 2043.81 ms [2021-01-26 07:00:30 main:574] : INFO : Epoch 1871 | loss: 0.0311908 | val_loss: 0.0311985 | Time: 2043.04 ms [2021-01-26 07:00:32 main:574] : INFO : Epoch 1872 | loss: 0.0311915 | val_loss: 0.0311948 | Time: 2046.47 ms [2021-01-26 07:00:34 main:574] : INFO : Epoch 1873 | loss: 0.0311913 | val_loss: 0.0312 | Time: 2044.56 ms [2021-01-26 07:00:36 main:574] : INFO : Epoch 1874 | loss: 0.0311909 | val_loss: 0.0311961 | Time: 2041.75 ms [2021-01-26 07:00:38 main:574] : INFO : Epoch 1875 | loss: 0.0311906 | val_loss: 0.0311975 | Time: 2043.31 ms [2021-01-26 07:00:40 main:574] : INFO : Epoch 1876 | loss: 0.0311903 | val_loss: 0.0311981 | Time: 2046.58 ms [2021-01-26 07:00:43 main:574] : INFO : Epoch 1877 | loss: 0.0311954 | val_loss: 0.0312006 | Time: 2041.1 ms [2021-01-26 07:00:45 main:574] : INFO : Epoch 1878 | loss: 0.0311965 | val_loss: 0.0312024 | Time: 2040.28 ms [2021-01-26 07:00:47 main:574] : INFO : Epoch 1879 | loss: 0.0311968 | val_loss: 0.0312003 | Time: 2039.51 ms [2021-01-26 07:00:49 main:574] : INFO : Epoch 1880 | loss: 0.0311954 | val_loss: 0.0312002 | Time: 2047.72 ms [2021-01-26 07:00:51 main:574] : INFO : Epoch 1881 | loss: 0.0311951 | val_loss: 0.0311995 | Time: 2051.11 ms [2021-01-26 07:00:53 main:574] : INFO : Epoch 1882 | loss: 0.0311967 | val_loss: 0.0312059 | Time: 2044.03 ms [2021-01-26 07:00:55 main:574] : INFO : Epoch 1883 | loss: 0.0311996 | val_loss: 0.0311989 | Time: 2040.32 ms [2021-01-26 07:00:57 main:574] : INFO : Epoch 1884 | loss: 0.0311978 | val_loss: 0.0311985 | Time: 2039.32 ms [2021-01-26 07:00:59 main:574] : INFO : Epoch 1885 | loss: 0.0311957 | val_loss: 0.0311986 | Time: 2044.65 ms [2021-01-26 07:01:01 main:574] : INFO : Epoch 1886 | loss: 0.0311957 | val_loss: 0.0311983 | Time: 2044.14 ms [2021-01-26 07:01:03 main:574] : INFO : Epoch 1887 | loss: 0.0311947 | val_loss: 0.0311976 | Time: 2041.01 ms [2021-01-26 07:01:05 main:574] : INFO : Epoch 1888 | loss: 0.0311936 | val_loss: 0.0311978 | Time: 2049.99 ms [2021-01-26 07:01:07 main:574] : INFO : Epoch 1889 | loss: 0.0311951 | val_loss: 0.0312013 | Time: 2040.88 ms [2021-01-26 07:01:09 main:574] : INFO : Epoch 1890 | loss: 0.0311957 | val_loss: 0.0312011 | Time: 2043.28 ms [2021-01-26 07:01:11 main:574] : INFO : Epoch 1891 | loss: 0.0311952 | val_loss: 0.0311986 | Time: 2040.06 ms [2021-01-26 07:01:13 main:574] : INFO : Epoch 1892 | loss: 0.0311929 | val_loss: 0.0311972 | Time: 2043.53 ms [2021-01-26 07:01:15 main:574] : INFO : Epoch 1893 | loss: 0.0311936 | val_loss: 0.0311968 | Time: 2048.19 ms [2021-01-26 07:01:17 main:574] : INFO : Epoch 1894 | loss: 0.0311931 | val_loss: 0.0312 | Time: 2043.88 ms [2021-01-26 07:01:20 main:574] : INFO : Epoch 1895 | loss: 0.0311929 | val_loss: 0.0311994 | Time: 2041.36 ms [2021-01-26 07:01:22 main:574] : INFO : Epoch 1896 | loss: 0.0311957 | val_loss: 0.031199 | Time: 2042.57 ms [2021-01-26 07:01:24 main:574] : INFO : Epoch 1897 | loss: 0.0311931 | val_loss: 0.0312003 | Time: 2045.19 ms [2021-01-26 07:01:26 main:574] : INFO : Epoch 1898 | loss: 0.0311931 | val_loss: 0.0311974 | Time: 2038.47 ms [2021-01-26 07:01:28 main:574] : INFO : Epoch 1899 | loss: 0.0311931 | val_loss: 0.0311973 | Time: 2040.53 ms [2021-01-26 07:01:30 main:574] : INFO : Epoch 1900 | loss: 0.0311934 | val_loss: 0.0311995 | Time: 2046.43 ms [2021-01-26 07:01:32 main:574] : INFO : Epoch 1901 | loss: 0.0311972 | val_loss: 0.0312001 | Time: 2042.06 ms [2021-01-26 07:01:34 main:574] : INFO : Epoch 1902 | loss: 0.0311949 | val_loss: 0.0312016 | Time: 2036.19 ms [2021-01-26 07:01:36 main:574] : INFO : Epoch 1903 | loss: 0.0311952 | val_loss: 0.0312037 | Time: 2041.62 ms [2021-01-26 07:01:38 main:574] : INFO : Epoch 1904 | loss: 0.0311946 | val_loss: 0.0312017 | Time: 2045.25 ms [2021-01-26 07:01:40 main:574] : INFO : Epoch 1905 | loss: 0.031194 | val_loss: 0.0312012 | Time: 2040.95 ms [2021-01-26 07:01:42 main:574] : INFO : Epoch 1906 | loss: 0.0311942 | val_loss: 0.0311988 | Time: 2042.84 ms [2021-01-26 07:01:44 main:574] : INFO : Epoch 1907 | loss: 0.0311929 | val_loss: 0.0311984 | Time: 2041.71 ms [2021-01-26 07:01:46 main:574] : INFO : Epoch 1908 | loss: 0.0311938 | val_loss: 0.0312033 | Time: 2044.66 ms [2021-01-26 07:01:48 main:574] : INFO : Epoch 1909 | loss: 0.0311981 | val_loss: 0.0312023 | Time: 2041.22 ms [2021-01-26 07:01:50 main:574] : INFO : Epoch 1910 | loss: 0.031196 | val_loss: 0.0311987 | Time: 2035.06 ms [2021-01-26 07:01:52 main:574] : INFO : Epoch 1911 | loss: 0.0311933 | val_loss: 0.031202 | Time: 2047.28 ms [2021-01-26 07:01:54 main:574] : INFO : Epoch 1912 | loss: 0.0311927 | val_loss: 0.0311986 | Time: 2045.57 ms [2021-01-26 07:01:57 main:574] : INFO : Epoch 1913 | loss: 0.0311929 | val_loss: 0.0311977 | Time: 2044.18 ms [2021-01-26 07:01:59 main:574] : INFO : Epoch 1914 | loss: 0.0311924 | val_loss: 0.0311977 | Time: 2039.58 ms [2021-01-26 07:02:01 main:574] : INFO : Epoch 1915 | loss: 0.031192 | val_loss: 0.0311978 | Time: 2041.67 ms [2021-01-26 07:02:03 main:574] : INFO : Epoch 1916 | loss: 0.0311921 | val_loss: 0.0311978 | Time: 2043.25 ms [2021-01-26 07:02:05 main:574] : INFO : Epoch 1917 | loss: 0.0311923 | val_loss: 0.0311978 | Time: 2040.17 ms [2021-01-26 07:02:07 main:574] : INFO : Epoch 1918 | loss: 0.0311929 | val_loss: 0.031198 | Time: 2047.03 ms [2021-01-26 07:02:09 main:574] : INFO : Epoch 1919 | loss: 0.0311921 | val_loss: 0.0311988 | Time: 2050.48 ms [2021-01-26 07:02:11 main:574] : INFO : Epoch 1920 | loss: 0.0311922 | val_loss: 0.0311973 | Time: 2042.96 ms [2021-01-26 07:02:13 main:574] : INFO : Epoch 1921 | loss: 0.0311935 | val_loss: 0.0312013 | Time: 2039.42 ms [2021-01-26 07:02:15 main:574] : INFO : Epoch 1922 | loss: 0.0311938 | val_loss: 0.0311977 | Time: 2039.9 ms [2021-01-26 07:02:17 main:574] : INFO : Epoch 1923 | loss: 0.0311933 | val_loss: 0.0311989 | Time: 2038.34 ms [2021-01-26 07:02:19 main:574] : INFO : Epoch 1924 | loss: 0.0311943 | val_loss: 0.0311982 | Time: 2044.04 ms [2021-01-26 07:02:21 main:574] : INFO : Epoch 1925 | loss: 0.0311928 | val_loss: 0.031197 | Time: 2042.79 ms [2021-01-26 07:02:23 main:574] : INFO : Epoch 1926 | loss: 0.0311926 | val_loss: 0.0311999 | Time: 2047.22 ms [2021-01-26 07:02:25 main:574] : INFO : Epoch 1927 | loss: 0.0311933 | val_loss: 0.0311974 | Time: 2037.1 ms [2021-01-26 07:02:27 main:574] : INFO : Epoch 1928 | loss: 0.0311928 | val_loss: 0.0312003 | Time: 2051.66 ms [2021-01-26 07:02:29 main:574] : INFO : Epoch 1929 | loss: 0.0311925 | val_loss: 0.0312003 | Time: 2041.15 ms [2021-01-26 07:02:31 main:574] : INFO : Epoch 1930 | loss: 0.0311927 | val_loss: 0.0311974 | Time: 2037.35 ms [2021-01-26 07:02:33 main:574] : INFO : Epoch 1931 | loss: 0.0311919 | val_loss: 0.0311987 | Time: 2041.84 ms [2021-01-26 07:02:36 main:574] : INFO : Epoch 1932 | loss: 0.0311916 | val_loss: 0.0311983 | Time: 2043.82 ms [2021-01-26 07:02:38 main:574] : INFO : Epoch 1933 | loss: 0.0311908 | val_loss: 0.0311973 | Time: 2043.92 ms [2021-01-26 07:02:40 main:574] : INFO : Epoch 1934 | loss: 0.0311924 | val_loss: 0.0311979 | Time: 2042.23 ms [2021-01-26 07:02:42 main:574] : INFO : Epoch 1935 | loss: 0.0311915 | val_loss: 0.0311999 | Time: 2036.88 ms [2021-01-26 07:02:44 main:574] : INFO : Epoch 1936 | loss: 0.0311936 | val_loss: 0.0312055 | Time: 2047.64 ms [2021-01-26 07:02:46 main:574] : INFO : Epoch 1937 | loss: 0.0311976 | val_loss: 0.0311983 | Time: 2045.33 ms [2021-01-26 07:02:48 main:574] : INFO : Epoch 1938 | loss: 0.0311936 | val_loss: 0.0311977 | Time: 2044.71 ms [2021-01-26 07:02:50 main:574] : INFO : Epoch 1939 | loss: 0.0311941 | val_loss: 0.0311988 | Time: 2033.19 ms [2021-01-26 07:02:52 main:574] : INFO : Epoch 1940 | loss: 0.0311945 | val_loss: 0.0311971 | Time: 2048.64 ms [2021-01-26 07:02:54 main:574] : INFO : Epoch 1941 | loss: 0.0311931 | val_loss: 0.0311975 | Time: 2039.51 ms [2021-01-26 07:02:56 main:574] : INFO : Epoch 1942 | loss: 0.0311929 | val_loss: 0.0311972 | Time: 2041.09 ms [2021-01-26 07:02:58 main:574] : INFO : Epoch 1943 | loss: 0.0311924 | val_loss: 0.0311978 | Time: 2033.69 ms [2021-01-26 07:03:00 main:574] : INFO : Epoch 1944 | loss: 0.0311941 | val_loss: 0.0312037 | Time: 2044.22 ms [2021-01-26 07:03:02 main:574] : INFO : Epoch 1945 | loss: 0.0311965 | val_loss: 0.031201 | Time: 2044.17 ms [2021-01-26 07:03:04 main:574] : INFO : Epoch 1946 | loss: 0.0311944 | val_loss: 0.0311985 | Time: 2044.2 ms [2021-01-26 07:03:06 main:574] : INFO : Epoch 1947 | loss: 0.0311934 | val_loss: 0.0311995 | Time: 2037.19 ms [2021-01-26 07:03:08 main:574] : INFO : Epoch 1948 | loss: 0.0311937 | val_loss: 0.0312 | Time: 2044.53 ms [2021-01-26 07:03:10 main:574] : INFO : Epoch 1949 | loss: 0.0311941 | val_loss: 0.0311972 | Time: 2047.31 ms [2021-01-26 07:03:13 main:574] : INFO : Epoch 1950 | loss: 0.0311935 | val_loss: 0.0312002 | Time: 2045.16 ms [2021-01-26 07:03:15 main:574] : INFO : Epoch 1951 | loss: 0.0311928 | val_loss: 0.0311981 | Time: 2041.77 ms [2021-01-26 07:03:17 main:574] : INFO : Epoch 1952 | loss: 0.0311929 | val_loss: 0.0311971 | Time: 2044.9 ms [2021-01-26 07:03:19 main:574] : INFO : Epoch 1953 | loss: 0.0311927 | val_loss: 0.0311976 | Time: 2044.33 ms [2021-01-26 07:03:21 main:574] : INFO : Epoch 1954 | loss: 0.0311926 | val_loss: 0.0311982 | Time: 2043 ms [2021-01-26 07:03:23 main:574] : INFO : Epoch 1955 | loss: 0.0311925 | val_loss: 0.0311984 | Time: 2036.45 ms [2021-01-26 07:03:25 main:574] : INFO : Epoch 1956 | loss: 0.0311938 | val_loss: 0.0311963 | Time: 2043.28 ms [2021-01-26 07:03:27 main:574] : INFO : Epoch 1957 | loss: 0.0311919 | val_loss: 0.0311957 | Time: 2042.21 ms [2021-01-26 07:03:29 main:574] : INFO : Epoch 1958 | loss: 0.0311939 | val_loss: 0.0311955 | Time: 2046.17 ms [2021-01-26 07:03:31 main:574] : INFO : Epoch 1959 | loss: 0.0311924 | val_loss: 0.0311968 | Time: 2038.29 ms [2021-01-26 07:03:33 main:574] : INFO : Epoch 1960 | loss: 0.0311917 | val_loss: 0.0311975 | Time: 2045.98 ms [2021-01-26 07:03:35 main:574] : INFO : Epoch 1961 | loss: 0.0311925 | val_loss: 0.0311969 | Time: 2047.15 ms [2021-01-26 07:03:37 main:574] : INFO : Epoch 1962 | loss: 0.031194 | val_loss: 0.0311965 | Time: 2043.27 ms [2021-01-26 07:03:39 main:574] : INFO : Epoch 1963 | loss: 0.0311926 | val_loss: 0.0311954 | Time: 2040.5 ms [2021-01-26 07:03:41 main:574] : INFO : Epoch 1964 | loss: 0.0311913 | val_loss: 0.0311971 | Time: 2041.79 ms [2021-01-26 07:03:43 main:574] : INFO : Epoch 1965 | loss: 0.0311916 | val_loss: 0.0311968 | Time: 2043.97 ms [2021-01-26 07:03:45 main:574] : INFO : Epoch 1966 | loss: 0.0311911 | val_loss: 0.0311965 | Time: 2038.63 ms [2021-01-26 07:03:47 main:574] : INFO : Epoch 1967 | loss: 0.0311917 | val_loss: 0.0311962 | Time: 2042.33 ms [2021-01-26 07:03:50 main:574] : INFO : Epoch 1968 | loss: 0.0311946 | val_loss: 0.0312023 | Time: 2047.39 ms [2021-01-26 07:03:52 main:574] : INFO : Epoch 1969 | loss: 0.0312098 | val_loss: 0.031221 | Time: 2041.51 ms [2021-01-26 07:03:54 main:574] : INFO : Epoch 1970 | loss: 0.0349402 | val_loss: 0.0544083 | Time: 2041.92 ms [2021-01-26 07:03:56 main:574] : INFO : Epoch 1971 | loss: 0.0524126 | val_loss: 0.0368902 | Time: 2038 ms [2021-01-26 07:03:58 main:574] : INFO : Epoch 1972 | loss: 0.0329853 | val_loss: 0.0321599 | Time: 2040.89 ms [2021-01-26 07:04:00 main:574] : INFO : Epoch 1973 | loss: 0.031535 | val_loss: 0.0313507 | Time: 2050.4 ms [2021-01-26 07:04:02 main:574] : INFO : Epoch 1974 | loss: 0.0313359 | val_loss: 0.0312943 | Time: 2044.69 ms [2021-01-26 07:04:04 main:574] : INFO : Epoch 1975 | loss: 0.0312799 | val_loss: 0.0312679 | Time: 2042.58 ms [2021-01-26 07:04:06 main:574] : INFO : Epoch 1976 | loss: 0.0312602 | val_loss: 0.0312559 | Time: 2042.39 ms [2021-01-26 07:04:08 main:574] : INFO : Epoch 1977 | loss: 0.0312522 | val_loss: 0.0312504 | Time: 2040.16 ms [2021-01-26 07:04:10 main:574] : INFO : Epoch 1978 | loss: 0.0312485 | val_loss: 0.0312475 | Time: 2042.77 ms [2021-01-26 07:04:12 main:574] : INFO : Epoch 1979 | loss: 0.0312458 | val_loss: 0.031245 | Time: 2037.48 ms [2021-01-26 07:04:14 main:574] : INFO : Epoch 1980 | loss: 0.031244 | val_loss: 0.0312433 | Time: 2041.87 ms [2021-01-26 07:04:16 main:574] : INFO : Epoch 1981 | loss: 0.0312424 | val_loss: 0.0312418 | Time: 2039.19 ms [2021-01-26 07:04:18 main:574] : INFO : Epoch 1982 | loss: 0.0312411 | val_loss: 0.0312402 | Time: 2037.51 ms [2021-01-26 07:04:20 main:574] : INFO : Epoch 1983 | loss: 0.0312395 | val_loss: 0.0312383 | Time: 2043.46 ms [2021-01-26 07:04:22 main:574] : INFO : Epoch 1984 | loss: 0.0312376 | val_loss: 0.0312363 | Time: 2042.35 ms [2021-01-26 07:04:24 main:574] : INFO : Epoch 1985 | loss: 0.0312355 | val_loss: 0.0312343 | Time: 2045.17 ms [2021-01-26 07:04:26 main:574] : INFO : Epoch 1986 | loss: 0.0312329 | val_loss: 0.0312306 | Time: 2044.08 ms [2021-01-26 07:04:29 main:574] : INFO : Epoch 1987 | loss: 0.0312291 | val_loss: 0.0312271 | Time: 2038.85 ms [2021-01-26 07:04:31 main:574] : INFO : Epoch 1988 | loss: 0.0312262 | val_loss: 0.0312245 | Time: 2043.47 ms [2021-01-26 07:04:33 main:574] : INFO : Epoch 1989 | loss: 0.0312242 | val_loss: 0.0312227 | Time: 2046.32 ms [2021-01-26 07:04:35 main:574] : INFO : Epoch 1990 | loss: 0.0312224 | val_loss: 0.0312215 | Time: 2044.14 ms [2021-01-26 07:04:37 main:574] : INFO : Epoch 1991 | loss: 0.0312209 | val_loss: 0.0312189 | Time: 2047.88 ms [2021-01-26 07:04:39 main:574] : INFO : Epoch 1992 | loss: 0.031218 | val_loss: 0.0312175 | Time: 2045.94 ms [2021-01-26 07:04:41 main:574] : INFO : Epoch 1993 | loss: 0.0312166 | val_loss: 0.0312196 | Time: 2044.89 ms [2021-01-26 07:04:43 main:574] : INFO : Epoch 1994 | loss: 0.0312156 | val_loss: 0.0312157 | Time: 2040.05 ms [2021-01-26 07:04:45 main:574] : INFO : Epoch 1995 | loss: 0.0312149 | val_loss: 0.0312151 | Time: 2041.3 ms [2021-01-26 07:04:47 main:574] : INFO : Epoch 1996 | loss: 0.0312143 | val_loss: 0.0312147 | Time: 2043.78 ms [2021-01-26 07:04:49 main:574] : INFO : Epoch 1997 | loss: 0.031213 | val_loss: 0.0312136 | Time: 2045.61 ms [2021-01-26 07:04:51 main:574] : INFO : Epoch 1998 | loss: 0.0312124 | val_loss: 0.0312135 | Time: 2043.02 ms [2021-01-26 07:04:53 main:574] : INFO : Epoch 1999 | loss: 0.0312126 | val_loss: 0.0312158 | Time: 2042.47 ms [2021-01-26 07:04:55 main:574] : INFO : Epoch 2000 | loss: 0.0312126 | val_loss: 0.0312127 | Time: 2042.95 ms [2021-01-26 07:04:57 main:574] : INFO : Epoch 2001 | loss: 0.0312118 | val_loss: 0.0312124 | Time: 2047.25 ms [2021-01-26 07:04:59 main:574] : INFO : Epoch 2002 | loss: 0.0312119 | val_loss: 0.0312121 | Time: 2038.21 ms [2021-01-26 07:05:01 main:574] : INFO : Epoch 2003 | loss: 0.0312118 | val_loss: 0.0312129 | Time: 2042.3 ms [2021-01-26 07:05:03 main:574] : INFO : Epoch 2004 | loss: 0.0312114 | val_loss: 0.0312121 | Time: 2047.54 ms [2021-01-26 07:05:06 main:574] : INFO : Epoch 2005 | loss: 0.031211 | val_loss: 0.0312117 | Time: 2047.52 ms [2021-01-26 07:05:08 main:574] : INFO : Epoch 2006 | loss: 0.0312106 | val_loss: 0.031212 | Time: 2040.87 ms [2021-01-26 07:05:10 main:574] : INFO : Epoch 2007 | loss: 0.0312108 | val_loss: 0.0312109 | Time: 2042.43 ms [2021-01-26 07:05:12 main:574] : INFO : Epoch 2008 | loss: 0.0312099 | val_loss: 0.0312107 | Time: 2043.75 ms [2021-01-26 07:05:14 main:574] : INFO : Epoch 2009 | loss: 0.0312098 | val_loss: 0.0312109 | Time: 2041.86 ms [2021-01-26 07:05:16 main:574] : INFO : Epoch 2010 | loss: 0.0312096 | val_loss: 0.0312107 | Time: 2046.11 ms [2021-01-26 07:05:18 main:574] : INFO : Epoch 2011 | loss: 0.0312096 | val_loss: 0.0312103 | Time: 2039.35 ms [2021-01-26 07:05:20 main:574] : INFO : Epoch 2012 | loss: 0.0312093 | val_loss: 0.03121 | Time: 2046.05 ms [2021-01-26 07:05:22 main:574] : INFO : Epoch 2013 | loss: 0.0312092 | val_loss: 0.0312099 | Time: 2050.17 ms [2021-01-26 07:05:24 main:574] : INFO : Epoch 2014 | loss: 0.0312088 | val_loss: 0.0312099 | Time: 2040.16 ms [2021-01-26 07:05:26 main:574] : INFO : Epoch 2015 | loss: 0.0312087 | val_loss: 0.0312094 | Time: 2040.36 ms [2021-01-26 07:05:28 main:574] : INFO : Epoch 2016 | loss: 0.0312093 | val_loss: 0.0312095 | Time: 2048.29 ms [2021-01-26 07:05:30 main:574] : INFO : Epoch 2017 | loss: 0.0312092 | val_loss: 0.0312091 | Time: 2041.33 ms [2021-01-26 07:05:32 main:574] : INFO : Epoch 2018 | loss: 0.0312087 | val_loss: 0.0312092 | Time: 2045.03 ms [2021-01-26 07:05:34 main:574] : INFO : Epoch 2019 | loss: 0.0312084 | val_loss: 0.0312088 | Time: 2047.14 ms [2021-01-26 07:05:36 main:574] : INFO : Epoch 2020 | loss: 0.0312083 | val_loss: 0.0312088 | Time: 2044.43 ms [2021-01-26 07:05:38 main:574] : INFO : Epoch 2021 | loss: 0.0312084 | val_loss: 0.0312089 | Time: 2045.2 ms [2021-01-26 07:05:40 main:574] : INFO : Epoch 2022 | loss: 0.0312082 | val_loss: 0.0312094 | Time: 2046.55 ms [2021-01-26 07:05:43 main:574] : INFO : Epoch 2023 | loss: 0.0312081 | val_loss: 0.0312089 | Time: 2043 ms [2021-01-26 07:05:45 main:574] : INFO : Epoch 2024 | loss: 0.0312084 | val_loss: 0.0312094 | Time: 2038.05 ms [2021-01-26 07:05:47 main:574] : INFO : Epoch 2025 | loss: 0.0312082 | val_loss: 0.0312088 | Time: 2042.44 ms [2021-01-26 07:05:49 main:574] : INFO : Epoch 2026 | loss: 0.0312081 | val_loss: 0.0312095 | Time: 2042.51 ms [2021-01-26 07:05:51 main:574] : INFO : Epoch 2027 | loss: 0.0312087 | val_loss: 0.0312087 | Time: 2036.48 ms [2021-01-26 07:05:53 main:574] : INFO : Epoch 2028 | loss: 0.0312076 | val_loss: 0.0312087 | Time: 2042.26 ms [2021-01-26 07:05:55 main:574] : INFO : Epoch 2029 | loss: 0.0312081 | val_loss: 0.0312089 | Time: 2046.2 ms [2021-01-26 07:05:57 main:574] : INFO : Epoch 2030 | loss: 0.0312083 | val_loss: 0.0312096 | Time: 2033.36 ms [2021-01-26 07:05:59 main:574] : INFO : Epoch 2031 | loss: 0.0312085 | val_loss: 0.0312085 | Time: 2043.61 ms [2021-01-26 07:06:01 main:574] : INFO : Epoch 2032 | loss: 0.0312079 | val_loss: 0.0312091 | Time: 2048.4 ms [2021-01-26 07:06:03 main:574] : INFO : Epoch 2033 | loss: 0.0312072 | val_loss: 0.0312083 | Time: 2044.61 ms [2021-01-26 07:06:05 main:574] : INFO : Epoch 2034 | loss: 0.031207 | val_loss: 0.0312091 | Time: 2046.82 ms [2021-01-26 07:06:07 main:574] : INFO : Epoch 2035 | loss: 0.0312069 | val_loss: 0.0312086 | Time: 2041.3 ms [2021-01-26 07:06:09 main:574] : INFO : Epoch 2036 | loss: 0.0312073 | val_loss: 0.0312083 | Time: 2051.74 ms [2021-01-26 07:06:11 main:574] : INFO : Epoch 2037 | loss: 0.0312071 | val_loss: 0.0312117 | Time: 2044.51 ms [2021-01-26 07:06:13 main:574] : INFO : Epoch 2038 | loss: 0.0312104 | val_loss: 0.0312104 | Time: 2041.8 ms [2021-01-26 07:06:15 main:574] : INFO : Epoch 2039 | loss: 0.0312086 | val_loss: 0.0312102 | Time: 2046.04 ms [2021-01-26 07:06:17 main:574] : INFO : Epoch 2040 | loss: 0.0312084 | val_loss: 0.0312099 | Time: 2044.79 ms [2021-01-26 07:06:20 main:574] : INFO : Epoch 2041 | loss: 0.031208 | val_loss: 0.0312093 | Time: 2038.26 ms [2021-01-26 07:06:22 main:574] : INFO : Epoch 2042 | loss: 0.0312085 | val_loss: 0.0312102 | Time: 2046.52 ms [2021-01-26 07:06:24 main:574] : INFO : Epoch 2043 | loss: 0.0312085 | val_loss: 0.0312094 | Time: 2035.37 ms [2021-01-26 07:06:26 main:574] : INFO : Epoch 2044 | loss: 0.0312082 | val_loss: 0.0312117 | Time: 2055.88 ms [2021-01-26 07:06:28 main:574] : INFO : Epoch 2045 | loss: 0.0312082 | val_loss: 0.0312121 | Time: 2040.65 ms [2021-01-26 07:06:30 main:574] : INFO : Epoch 2046 | loss: 0.0312099 | val_loss: 0.0312114 | Time: 2044.84 ms [2021-01-26 07:06:32 main:574] : INFO : Epoch 2047 | loss: 0.0312087 | val_loss: 0.0312125 | Time: 2036.3 ms [2021-01-26 07:06:34 main:574] : INFO : Epoch 2048 | loss: 0.0312089 | val_loss: 0.0312101 | Time: 2044.54 ms [2021-01-26 07:06:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312101 [2021-01-26 07:06:34 main:603] : INFO : Saving end state to config to file [2021-01-26 07:06:34 main:608] : INFO : Success, exiting.. 07:06:34 (22440): 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)