Task 14627107
| Name | ParityModified-1647047422-21302-3-0_2 |
| Workunit | 11618632 |
| Created | 20 Apr 2022, 6:22:33 UTC |
| Sent | 20 Apr 2022, 6:22:58 UTC |
| Report deadline | 28 Apr 2022, 6:22:58 UTC |
| Received | 20 Apr 2022, 7:30:33 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4458 |
| Run time | 1 hours 7 min 13 sec |
| CPU time | 1 hours 7 min 7 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,377.41 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 17.58 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 022-04-20 09:14:00 main:581] : INFO : Epoch 1538 | loss: 0.0311898 | val_loss: 0.0311938 | Time: 1914.75 ms [2022-04-20 09:14:01 main:581] : INFO : Epoch 1539 | loss: 0.0311899 | val_loss: 0.0311922 | Time: 1934.89 ms [2022-04-20 09:14:03 main:581] : INFO : Epoch 1540 | loss: 0.0311898 | val_loss: 0.0311927 | Time: 1909.67 ms [2022-04-20 09:14:05 main:581] : INFO : Epoch 1541 | loss: 0.0311907 | val_loss: 0.0311925 | Time: 1919.56 ms [2022-04-20 09:14:07 main:581] : INFO : Epoch 1542 | loss: 0.0311907 | val_loss: 0.0311926 | Time: 1910.6 ms [2022-04-20 09:14:09 main:581] : INFO : Epoch 1543 | loss: 0.0311922 | val_loss: 0.0311929 | Time: 1914 ms [2022-04-20 09:14:11 main:581] : INFO : Epoch 1544 | loss: 0.0311918 | val_loss: 0.0311953 | Time: 1923.96 ms [2022-04-20 09:14:13 main:581] : INFO : Epoch 1545 | loss: 0.0311912 | val_loss: 0.0311918 | Time: 1919.86 ms [2022-04-20 09:14:15 main:581] : INFO : Epoch 1546 | loss: 0.0311917 | val_loss: 0.0311919 | Time: 1917.68 ms [2022-04-20 09:14:17 main:581] : INFO : Epoch 1547 | loss: 0.0311895 | val_loss: 0.0311927 | Time: 1913.5 ms [2022-04-20 09:14:19 main:581] : INFO : Epoch 1548 | loss: 0.031191 | val_loss: 0.0311927 | Time: 1911.95 ms [2022-04-20 09:14:21 main:581] : INFO : Epoch 1549 | loss: 0.0311907 | val_loss: 0.0311915 | Time: 1917.49 ms [2022-04-20 09:14:23 main:581] : INFO : Epoch 1550 | loss: 0.0311897 | val_loss: 0.0311915 | Time: 1910.68 ms [2022-04-20 09:14:24 main:581] : INFO : Epoch 1551 | loss: 0.0311908 | val_loss: 0.0311926 | Time: 1915.83 ms [2022-04-20 09:14:26 main:581] : INFO : Epoch 1552 | loss: 0.0311892 | val_loss: 0.0311919 | Time: 1916 ms [2022-04-20 09:14:28 main:581] : INFO : Epoch 1553 | loss: 0.0311891 | val_loss: 0.0311934 | Time: 1909.28 ms [2022-04-20 09:14:30 main:581] : INFO : Epoch 1554 | loss: 0.0311891 | val_loss: 0.0311927 | Time: 1914.55 ms [2022-04-20 09:14:32 main:581] : INFO : Epoch 1555 | loss: 0.0311889 | val_loss: 0.031193 | Time: 1911.92 ms [2022-04-20 09:14:34 main:581] : INFO : Epoch 1556 | loss: 0.0311889 | val_loss: 0.0311932 | Time: 1909.53 ms [2022-04-20 09:14:36 main:581] : INFO : Epoch 1557 | loss: 0.0311899 | val_loss: 0.0312002 | Time: 1924.54 ms [2022-04-20 09:14:38 main:581] : INFO : Epoch 1558 | loss: 0.0311915 | val_loss: 0.031194 | Time: 1915.69 ms [2022-04-20 09:14:40 main:581] : INFO : Epoch 1559 | loss: 0.0311919 | val_loss: 0.0311943 | Time: 1917.44 ms [2022-04-20 09:14:42 main:581] : INFO : Epoch 1560 | loss: 0.0311908 | val_loss: 0.0311959 | Time: 1915.19 ms [2022-04-20 09:14:44 main:581] : INFO : Epoch 1561 | loss: 0.0311899 | val_loss: 0.0311916 | Time: 1911.11 ms [2022-04-20 09:14:46 main:581] : INFO : Epoch 1562 | loss: 0.0311907 | val_loss: 0.0311964 | Time: 1922.74 ms [2022-04-20 09:14:47 main:581] : INFO : Epoch 1563 | loss: 0.0311903 | val_loss: 0.0311923 | Time: 1916.29 ms [2022-04-20 09:14:49 main:581] : INFO : Epoch 1564 | loss: 0.0311909 | val_loss: 0.0311923 | Time: 1919.19 ms [2022-04-20 09:14:51 main:581] : INFO : Epoch 1565 | loss: 0.0311891 | val_loss: 0.0311935 | Time: 1918.38 ms [2022-04-20 09:14:53 main:581] : INFO : Epoch 1566 | loss: 0.0311917 | val_loss: 0.031196 | Time: 1913.12 ms [2022-04-20 09:14:55 main:581] : INFO : Epoch 1567 | loss: 0.0311893 | val_loss: 0.0311927 | Time: 1920.25 ms [2022-04-20 09:14:57 main:581] : INFO : Epoch 1568 | loss: 0.0311889 | val_loss: 0.0311917 | Time: 1915.46 ms [2022-04-20 09:14:59 main:581] : INFO : Epoch 1569 | loss: 0.0311887 | val_loss: 0.0311913 | Time: 1914.66 ms [2022-04-20 09:15:01 main:581] : INFO : Epoch 1570 | loss: 0.0311894 | val_loss: 0.031191 | Time: 1921.69 ms [2022-04-20 09:15:03 main:581] : INFO : Epoch 1571 | loss: 0.0311886 | val_loss: 0.0311904 | Time: 1907.29 ms [2022-04-20 09:15:05 main:581] : INFO : Epoch 1572 | loss: 0.0311924 | val_loss: 0.0311929 | Time: 1914.77 ms [2022-04-20 09:15:07 main:581] : INFO : Epoch 1573 | loss: 0.0311902 | val_loss: 0.0311957 | Time: 1918.82 ms [2022-04-20 09:15:09 main:581] : INFO : Epoch 1574 | loss: 0.0311908 | val_loss: 0.0311923 | Time: 1913.34 ms [2022-04-20 09:15:10 main:581] : INFO : Epoch 1575 | loss: 0.03119 | val_loss: 0.0311931 | Time: 1917.09 ms [2022-04-20 09:15:12 main:581] : INFO : Epoch 1576 | loss: 0.0311891 | val_loss: 0.0311913 | Time: 1918 ms [2022-04-20 09:15:14 main:581] : INFO : Epoch 1577 | loss: 0.031188 | val_loss: 0.0311906 | Time: 1910.29 ms [2022-04-20 09:15:16 main:581] : INFO : Epoch 1578 | loss: 0.0311891 | val_loss: 0.0311897 | Time: 1932.95 ms [2022-04-20 09:15:18 main:581] : INFO : Epoch 1579 | loss: 0.031189 | val_loss: 0.0311914 | Time: 1913.25 ms [2022-04-20 09:15:20 main:581] : INFO : Epoch 1580 | loss: 0.0311882 | val_loss: 0.0311924 | Time: 1918.12 ms [2022-04-20 09:15:22 main:581] : INFO : Epoch 1581 | loss: 0.0311881 | val_loss: 0.031191 | Time: 1914.83 ms [2022-04-20 09:15:24 main:581] : INFO : Epoch 1582 | loss: 0.0311895 | val_loss: 0.0311914 | Time: 1912.85 ms [2022-04-20 09:15:26 main:581] : INFO : Epoch 1583 | loss: 0.0311898 | val_loss: 0.0311919 | Time: 1939.42 ms [2022-04-20 09:15:28 main:581] : INFO : Epoch 1584 | loss: 0.0311906 | val_loss: 0.0311934 | Time: 1908.21 ms [2022-04-20 09:15:30 main:581] : INFO : Epoch 1585 | loss: 0.0311912 | val_loss: 0.0311944 | Time: 1914.36 ms [2022-04-20 09:15:32 main:581] : INFO : Epoch 1586 | loss: 0.0311919 | val_loss: 0.0311985 | Time: 1913.91 ms [2022-04-20 09:15:33 main:581] : INFO : Epoch 1587 | loss: 0.0311957 | val_loss: 0.0312028 | Time: 1914.63 ms [2022-04-20 09:15:35 main:581] : INFO : Epoch 1588 | loss: 0.0311914 | val_loss: 0.0311906 | Time: 1936.35 ms [2022-04-20 09:15:37 main:581] : INFO : Epoch 1589 | loss: 0.0311887 | val_loss: 0.0311903 | Time: 1914.26 ms [2022-04-20 09:15:39 main:581] : INFO : Epoch 1590 | loss: 0.0311877 | val_loss: 0.031191 | Time: 1908.93 ms [2022-04-20 09:15:41 main:581] : INFO : Epoch 1591 | loss: 0.0311887 | val_loss: 0.0311918 | Time: 1924.39 ms [2022-04-20 09:15:43 main:581] : INFO : Epoch 1592 | loss: 0.0311895 | val_loss: 0.0311903 | Time: 1911.32 ms [2022-04-20 09:15:45 main:581] : INFO : Epoch 1593 | loss: 0.0311878 | val_loss: 0.0311906 | Time: 1937.69 ms [2022-04-20 09:15:47 main:581] : INFO : Epoch 1594 | loss: 0.0311873 | val_loss: 0.0311899 | Time: 1920.56 ms [2022-04-20 09:15:49 main:581] : INFO : Epoch 1595 | loss: 0.0311872 | val_loss: 0.0311908 | Time: 1921.13 ms [2022-04-20 09:15:51 main:581] : INFO : Epoch 1596 | loss: 0.0311881 | val_loss: 0.0311912 | Time: 1927.97 ms [2022-04-20 09:15:53 main:581] : INFO : Epoch 1597 | loss: 0.0311876 | val_loss: 0.0311917 | Time: 1914.32 ms [2022-04-20 09:15:55 main:581] : INFO : Epoch 1598 | loss: 0.0311871 | val_loss: 0.0311901 | Time: 1913.27 ms [2022-04-20 09:15:56 main:581] : INFO : Epoch 1599 | loss: 0.0311877 | val_loss: 0.0311897 | Time: 1923.26 ms [2022-04-20 09:15:58 main:581] : INFO : Epoch 1600 | loss: 0.0311877 | val_loss: 0.0311893 | Time: 1917.6 ms [2022-04-20 09:16:00 main:581] : INFO : Epoch 1601 | loss: 0.0311874 | val_loss: 0.0311937 | Time: 1931.29 ms [2022-04-20 09:16:02 main:581] : INFO : Epoch 1602 | loss: 0.0311881 | val_loss: 0.0311891 | Time: 1912.69 ms [2022-04-20 09:16:04 main:581] : INFO : Epoch 1603 | loss: 0.0311867 | val_loss: 0.0311899 | Time: 1908.79 ms [2022-04-20 09:16:06 main:581] : INFO : Epoch 1604 | loss: 0.0311868 | val_loss: 0.0311888 | Time: 1918.75 ms [2022-04-20 09:16:08 main:581] : INFO : Epoch 1605 | loss: 0.0311882 | val_loss: 0.0311906 | Time: 1918.67 ms [2022-04-20 09:16:10 main:581] : INFO : Epoch 1606 | loss: 0.0311871 | val_loss: 0.0311938 | Time: 1920.8 ms [2022-04-20 09:16:12 main:581] : INFO : Epoch 1607 | loss: 0.0311904 | val_loss: 0.0311934 | Time: 1910.95 ms [2022-04-20 09:16:14 main:581] : INFO : Epoch 1608 | loss: 0.0311904 | val_loss: 0.0311931 | Time: 1910.1 ms [2022-04-20 09:16:16 main:581] : INFO : Epoch 1609 | loss: 0.0311893 | val_loss: 0.0311939 | Time: 1919.67 ms [2022-04-20 09:16:18 main:581] : INFO : Epoch 1610 | loss: 0.031189 | val_loss: 0.0311979 | Time: 1920.73 ms [2022-04-20 09:16:19 main:581] : INFO : Epoch 1611 | loss: 0.0311888 | val_loss: 0.0311903 | Time: 1917.51 ms [2022-04-20 09:16:21 main:581] : INFO : Epoch 1612 | loss: 0.0311869 | val_loss: 0.03119 | Time: 1921.61 ms [2022-04-20 09:16:23 main:581] : INFO : Epoch 1613 | loss: 0.0311862 | val_loss: 0.0311916 | Time: 1911.89 ms [2022-04-20 09:16:25 main:581] : INFO : Epoch 1614 | loss: 0.0311865 | val_loss: 0.03119 | Time: 1923.57 ms [2022-04-20 09:16:27 main:581] : INFO : Epoch 1615 | loss: 0.0311889 | val_loss: 0.0311909 | Time: 1911.68 ms [2022-04-20 09:16:29 main:581] : INFO : Epoch 1616 | loss: 0.0311873 | val_loss: 0.0311905 | Time: 1911.74 ms [2022-04-20 09:16:31 main:581] : INFO : Epoch 1617 | loss: 0.0311878 | val_loss: 0.0311898 | Time: 1918.58 ms [2022-04-20 09:16:33 main:581] : INFO : Epoch 1618 | loss: 0.0311877 | val_loss: 0.0311909 | Time: 1915.33 ms [2022-04-20 09:16:35 main:581] : INFO : Epoch 1619 | loss: 0.0311879 | val_loss: 0.0311909 | Time: 1918.85 ms [2022-04-20 09:16:37 main:581] : INFO : Epoch 1620 | loss: 0.0311905 | val_loss: 0.0311923 | Time: 1910.51 ms [2022-04-20 09:16:39 main:581] : INFO : Epoch 1621 | loss: 0.0311898 | val_loss: 0.0311908 | Time: 1914.11 ms [2022-04-20 09:16:41 main:581] : INFO : Epoch 1622 | loss: 0.0311897 | val_loss: 0.031191 | Time: 1918.77 ms [2022-04-20 09:16:42 main:581] : INFO : Epoch 1623 | loss: 0.0311874 | val_loss: 0.031194 | Time: 1922.22 ms [2022-04-20 09:16:44 main:581] : INFO : Epoch 1624 | loss: 0.0311876 | val_loss: 0.0311897 | Time: 1914.26 ms [2022-04-20 09:16:46 main:581] : INFO : Epoch 1625 | loss: 0.0311865 | val_loss: 0.0311891 | Time: 1922.15 ms [2022-04-20 09:16:48 main:581] : INFO : Epoch 1626 | loss: 0.0311884 | val_loss: 0.0311909 | Time: 1908.98 ms [2022-04-20 09:16:50 main:581] : INFO : Epoch 1627 | loss: 0.03119 | val_loss: 0.03119 | Time: 1918.5 ms [2022-04-20 09:16:52 main:581] : INFO : Epoch 1628 | loss: 0.0311873 | val_loss: 0.031189 | Time: 1907.98 ms [2022-04-20 09:16:54 main:581] : INFO : Epoch 1629 | loss: 0.031186 | val_loss: 0.0311896 | Time: 1917.25 ms [2022-04-20 09:16:56 main:581] : INFO : Epoch 1630 | loss: 0.0311872 | val_loss: 0.0311885 | Time: 1945.21 ms [2022-04-20 09:16:58 main:581] : INFO : Epoch 1631 | loss: 0.031186 | val_loss: 0.0311894 | Time: 1915.26 ms [2022-04-20 09:17:00 main:581] : INFO : Epoch 1632 | loss: 0.0311875 | val_loss: 0.0311898 | Time: 1915.06 ms [2022-04-20 09:17:02 main:581] : INFO : Epoch 1633 | loss: 0.0311866 | val_loss: 0.0311918 | Time: 1918.92 ms [2022-04-20 09:17:04 main:581] : INFO : Epoch 1634 | loss: 0.0311864 | val_loss: 0.0311903 | Time: 1912.63 ms [2022-04-20 09:17:06 main:581] : INFO : Epoch 1635 | loss: 0.0311868 | val_loss: 0.031193 | Time: 1925.42 ms [2022-04-20 09:17:07 main:581] : INFO : Epoch 1636 | loss: 0.0311891 | val_loss: 0.0311952 | Time: 1911.91 ms [2022-04-20 09:17:09 main:581] : INFO : Epoch 1637 | loss: 0.031189 | val_loss: 0.0311932 | Time: 1915.97 ms [2022-04-20 09:17:11 main:581] : INFO : Epoch 1638 | loss: 0.0311876 | val_loss: 0.0311918 | Time: 1915.67 ms [2022-04-20 09:17:13 main:581] : INFO : Epoch 1639 | loss: 0.0311875 | val_loss: 0.0311911 | Time: 1911.38 ms [2022-04-20 09:17:15 main:581] : INFO : Epoch 1640 | loss: 0.0311869 | val_loss: 0.0311908 | Time: 1919.04 ms [2022-04-20 09:17:17 main:581] : INFO : Epoch 1641 | loss: 0.0311857 | val_loss: 0.0311922 | Time: 1909.49 ms [2022-04-20 09:17:19 main:581] : INFO : Epoch 1642 | loss: 0.031186 | val_loss: 0.0311914 | Time: 1916.13 ms [2022-04-20 09:17:21 main:581] : INFO : Epoch 1643 | loss: 0.0311879 | val_loss: 0.0311975 | Time: 1921.82 ms [2022-04-20 09:17:23 main:581] : INFO : Epoch 1644 | loss: 0.0311914 | val_loss: 0.0311917 | Time: 1914.67 ms [2022-04-20 09:17:25 main:581] : INFO : Epoch 1645 | loss: 0.0311906 | val_loss: 0.0311929 | Time: 1913.12 ms [2022-04-20 09:17:27 main:581] : INFO : Epoch 1646 | loss: 0.031188 | val_loss: 0.0311913 | Time: 1917.04 ms [2022-04-20 09:17:28 main:581] : INFO : Epoch 1647 | loss: 0.0311876 | val_loss: 0.031191 | Time: 1910.04 ms [2022-04-20 09:17:30 main:581] : INFO : Epoch 1648 | loss: 0.0311876 | val_loss: 0.0311912 | Time: 1947.13 ms [2022-04-20 09:17:32 main:581] : INFO : Epoch 1649 | loss: 0.0311871 | val_loss: 0.0311928 | Time: 1912.2 ms [2022-04-20 09:17:34 main:581] : INFO : Epoch 1650 | loss: 0.0311874 | val_loss: 0.0311904 | Time: 1914.99 ms [2022-04-20 09:17:36 main:581] : INFO : Epoch 1651 | loss: 0.0311863 | val_loss: 0.0311937 | Time: 1925.21 ms [2022-04-20 09:17:38 main:581] : INFO : Epoch 1652 | loss: 0.0311866 | val_loss: 0.0311911 | Time: 1912.51 ms [2022-04-20 09:17:40 main:581] : INFO : Epoch 1653 | loss: 0.0311862 | val_loss: 0.0311919 | Time: 1917.78 ms [2022-04-20 09:17:42 main:581] : INFO : Epoch 1654 | loss: 0.0311855 | val_loss: 0.031191 | Time: 1918.74 ms [2022-04-20 09:17:44 main:581] : INFO : Epoch 1655 | loss: 0.031187 | val_loss: 0.0311902 | Time: 1912.99 ms [2022-04-20 09:17:46 main:581] : INFO : Epoch 1656 | loss: 0.0311883 | val_loss: 0.0311938 | Time: 1923.25 ms [2022-04-20 09:17:48 main:581] : INFO : Epoch 1657 | loss: 0.0311874 | val_loss: 0.0311927 | Time: 1910.5 ms [2022-04-20 09:17:50 main:581] : INFO : Epoch 1658 | loss: 0.0311861 | val_loss: 0.031191 | Time: 1914.79 ms [2022-04-20 09:17:52 main:581] : INFO : Epoch 1659 | loss: 0.0311852 | val_loss: 0.0311902 | Time: 1936.57 ms [2022-04-20 09:17:53 main:581] : INFO : Epoch 1660 | loss: 0.0311849 | val_loss: 0.0311912 | Time: 1912.92 ms [2022-04-20 09:17:55 main:581] : INFO : Epoch 1661 | loss: 0.0311853 | val_loss: 0.0311951 | Time: 1921.93 ms [2022-04-20 09:17:57 main:581] : INFO : Epoch 1662 | loss: 0.0311914 | val_loss: 0.0311949 | Time: 1915.31 ms [2022-04-20 09:17:59 main:581] : INFO : Epoch 1663 | loss: 0.0311887 | val_loss: 0.0311906 | Time: 1915.25 ms [2022-04-20 09:18:01 main:581] : INFO : Epoch 1664 | loss: 0.0311855 | val_loss: 0.0311928 | Time: 1917.22 ms [2022-04-20 09:18:03 main:581] : INFO : Epoch 1665 | loss: 0.0311869 | val_loss: 0.0311933 | Time: 1915.2 ms [2022-04-20 09:18:05 main:581] : INFO : Epoch 1666 | loss: 0.0311868 | val_loss: 0.0311982 | Time: 1918.16 ms [2022-04-20 09:18:07 main:581] : INFO : Epoch 1667 | loss: 0.0311891 | val_loss: 0.0311948 | Time: 1916.99 ms [2022-04-20 09:18:09 main:581] : INFO : Epoch 1668 | loss: 0.0311905 | val_loss: 0.0311984 | Time: 1913.81 ms [2022-04-20 09:18:11 main:581] : INFO : Epoch 1669 | loss: 0.0311891 | val_loss: 0.0311909 | Time: 1921.28 ms [2022-04-20 09:18:13 main:581] : INFO : Epoch 1670 | loss: 0.0311869 | val_loss: 0.0311922 | Time: 1911.18 ms [2022-04-20 09:18:15 main:581] : INFO : Epoch 1671 | loss: 0.0311859 | val_loss: 0.0311888 | Time: 1913.34 ms [2022-04-20 09:18:16 main:581] : INFO : Epoch 1672 | loss: 0.0311853 | val_loss: 0.0311921 | Time: 1918.86 ms [2022-04-20 09:18:18 main:581] : INFO : Epoch 1673 | loss: 0.0311864 | val_loss: 0.03119 | Time: 1916.66 ms [2022-04-20 09:18:20 main:581] : INFO : Epoch 1674 | loss: 0.0311878 | val_loss: 0.0311922 | Time: 1922.87 ms [2022-04-20 09:18:22 main:581] : INFO : Epoch 1675 | loss: 0.0311871 | val_loss: 0.0311895 | Time: 1914.55 ms [2022-04-20 09:18:24 main:581] : INFO : Epoch 1676 | loss: 0.0311866 | val_loss: 0.031191 | Time: 1909.39 ms [2022-04-20 09:18:26 main:581] : INFO : Epoch 1677 | loss: 0.0311874 | val_loss: 0.0311911 | Time: 1940.31 ms [2022-04-20 09:18:28 main:581] : INFO : Epoch 1678 | loss: 0.0311876 | val_loss: 0.0311882 | Time: 1917.69 ms [2022-04-20 09:18:30 main:581] : INFO : Epoch 1679 | loss: 0.03119 | val_loss: 0.0311939 | Time: 1925.96 ms [2022-04-20 09:18:32 main:581] : INFO : Epoch 1680 | loss: 0.031187 | val_loss: 0.031192 | Time: 1913.28 ms [2022-04-20 09:18:34 main:581] : INFO : Epoch 1681 | loss: 0.0311867 | val_loss: 0.0311936 | Time: 1910.02 ms [2022-04-20 09:18:36 main:581] : INFO : Epoch 1682 | loss: 0.0311868 | val_loss: 0.0311927 | Time: 1918.44 ms [2022-04-20 09:18:38 main:581] : INFO : Epoch 1683 | loss: 0.0311877 | val_loss: 0.0311922 | Time: 1908.76 ms [2022-04-20 09:18:39 main:581] : INFO : Epoch 1684 | loss: 0.0311862 | val_loss: 0.0311922 | Time: 1914.45 ms [2022-04-20 09:18:41 main:581] : INFO : Epoch 1685 | loss: 0.0311864 | val_loss: 0.0311923 | Time: 1930.39 ms [2022-04-20 09:18:43 main:581] : INFO : Epoch 1686 | loss: 0.0311859 | val_loss: 0.0311915 | Time: 1929.36 ms [2022-04-20 09:18:45 main:581] : INFO : Epoch 1687 | loss: 0.0311888 | val_loss: 0.031192 | Time: 1940.6 ms [2022-04-20 09:18:47 main:581] : INFO : Epoch 1688 | loss: 0.0311882 | val_loss: 0.0311919 | Time: 1910.27 ms [2022-04-20 09:18:49 main:581] : INFO : Epoch 1689 | loss: 0.0311902 | val_loss: 0.0311932 | Time: 1909 ms [2022-04-20 09:18:51 main:581] : INFO : Epoch 1690 | loss: 0.0311901 | val_loss: 0.0311897 | Time: 1921.11 ms [2022-04-20 09:18:53 main:581] : INFO : Epoch 1691 | loss: 0.0311882 | val_loss: 0.0311919 | Time: 1911.38 ms [2022-04-20 09:18:55 main:581] : INFO : Epoch 1692 | loss: 0.0311902 | val_loss: 0.0311915 | Time: 1920.96 ms [2022-04-20 09:18:57 main:581] : INFO : Epoch 1693 | loss: 0.0311878 | val_loss: 0.0311922 | Time: 1911.67 ms [2022-04-20 09:18:59 main:581] : INFO : Epoch 1694 | loss: 0.0311866 | val_loss: 0.0311909 | Time: 1910.13 ms [2022-04-20 09:19:01 main:581] : INFO : Epoch 1695 | loss: 0.0311871 | val_loss: 0.0311905 | Time: 1916.54 ms [2022-04-20 09:19:02 main:581] : INFO : Epoch 1696 | loss: 0.0311899 | val_loss: 0.0311925 | Time: 1911.99 ms [2022-04-20 09:19:04 main:581] : INFO : Epoch 1697 | loss: 0.03119 | val_loss: 0.031197 | Time: 1909.64 ms [2022-04-20 09:19:06 main:581] : INFO : Epoch 1698 | loss: 0.0311885 | val_loss: 0.0311908 | Time: 1928.21 ms [2022-04-20 09:19:08 main:581] : INFO : Epoch 1699 | loss: 0.031188 | val_loss: 0.0311895 | Time: 1918.86 ms [2022-04-20 09:19:10 main:581] : INFO : Epoch 1700 | loss: 0.031188 | val_loss: 0.03119 | Time: 1924.78 ms [2022-04-20 09:19:12 main:581] : INFO : Epoch 1701 | loss: 0.0311876 | val_loss: 0.031191 | Time: 1915.82 ms [2022-04-20 09:19:14 main:581] : INFO : Epoch 1702 | loss: 0.0311863 | val_loss: 0.0311904 | Time: 1912.75 ms [2022-04-20 09:19:16 main:581] : INFO : Epoch 1703 | loss: 0.0311874 | val_loss: 0.0311923 | Time: 1956.05 ms [2022-04-20 09:19:18 main:581] : INFO : Epoch 1704 | loss: 0.0311867 | val_loss: 0.0311903 | Time: 1912.68 ms [2022-04-20 09:19:20 main:581] : INFO : Epoch 1705 | loss: 0.0311865 | val_loss: 0.0311906 | Time: 1918.65 ms [2022-04-20 09:19:22 main:581] : INFO : Epoch 1706 | loss: 0.0311881 | val_loss: 0.0311901 | Time: 1909.06 ms [2022-04-20 09:19:24 main:581] : INFO : Epoch 1707 | loss: 0.0311862 | val_loss: 0.0311905 | Time: 1910.85 ms [2022-04-20 09:19:26 main:581] : INFO : Epoch 1708 | loss: 0.0311851 | val_loss: 0.0311907 | Time: 1919.83 ms [2022-04-20 09:19:27 main:581] : INFO : Epoch 1709 | loss: 0.0311853 | val_loss: 0.0311896 | Time: 1912.19 ms [2022-04-20 09:19:29 main:581] : INFO : Epoch 1710 | loss: 0.0311876 | val_loss: 0.0311932 | Time: 1911.53 ms [2022-04-20 09:19:31 main:581] : INFO : Epoch 1711 | loss: 0.0311861 | val_loss: 0.0311914 | Time: 1920.4 ms [2022-04-20 09:19:33 main:581] : INFO : Epoch 1712 | loss: 0.0311847 | val_loss: 0.0311911 | Time: 1907.64 ms [2022-04-20 09:19:35 main:581] : INFO : Epoch 1713 | loss: 0.0311844 | val_loss: 0.0311902 | Time: 1917.91 ms [2022-04-20 09:19:37 main:581] : INFO : Epoch 1714 | loss: 0.0311848 | val_loss: 0.0311902 | Time: 1909.34 ms [2022-04-20 09:19:39 main:581] : INFO : Epoch 1715 | loss: 0.0311843 | val_loss: 0.0311895 | Time: 1914.6 ms [2022-04-20 09:19:41 main:581] : INFO : Epoch 1716 | loss: 0.0311871 | val_loss: 0.031202 | Time: 1926.91 ms [2022-04-20 09:19:43 main:581] : INFO : Epoch 1717 | loss: 0.0311882 | val_loss: 0.0311971 | Time: 1914.38 ms [2022-04-20 09:19:45 main:581] : INFO : Epoch 1718 | loss: 0.0311858 | val_loss: 0.0311946 | Time: 1911.13 ms [2022-04-20 09:19:47 main:581] : INFO : Epoch 1719 | loss: 0.0311848 | val_loss: 0.0311899 | Time: 1913.79 ms [2022-04-20 09:19:49 main:581] : INFO : Epoch 1720 | loss: 0.0311857 | val_loss: 0.0311894 | Time: 1910.27 ms [2022-04-20 09:19:50 main:581] : INFO : Epoch 1721 | loss: 0.0311858 | val_loss: 0.0311909 | Time: 1922.99 ms [2022-04-20 09:19:52 main:581] : INFO : Epoch 1722 | loss: 0.0311857 | val_loss: 0.0311895 | Time: 1912.3 ms [2022-04-20 09:19:54 main:581] : INFO : Epoch 1723 | loss: 0.0311856 | val_loss: 0.0311942 | Time: 1913.91 ms [2022-04-20 09:19:56 main:581] : INFO : Epoch 1724 | loss: 0.031186 | val_loss: 0.0311918 | Time: 1923.99 ms [2022-04-20 09:19:58 main:581] : INFO : Epoch 1725 | loss: 0.0311854 | val_loss: 0.0311904 | Time: 1913.94 ms [2022-04-20 09:20:00 main:581] : INFO : Epoch 1726 | loss: 0.031186 | val_loss: 0.0311904 | Time: 1924.95 ms [2022-04-20 09:20:02 main:581] : INFO : Epoch 1727 | loss: 0.0311846 | val_loss: 0.0311901 | Time: 1914.63 ms [2022-04-20 09:20:04 main:581] : INFO : Epoch 1728 | loss: 0.0311833 | val_loss: 0.0311907 | Time: 1915.77 ms [2022-04-20 09:20:06 main:581] : INFO : Epoch 1729 | loss: 0.0311836 | val_loss: 0.0311908 | Time: 1924.64 ms [2022-04-20 09:20:08 main:581] : INFO : Epoch 1730 | loss: 0.0311847 | val_loss: 0.0311918 | Time: 1912.51 ms [2022-04-20 09:20:10 main:581] : INFO : Epoch 1731 | loss: 0.031187 | val_loss: 0.0311954 | Time: 1907.18 ms [2022-04-20 09:20:12 main:581] : INFO : Epoch 1732 | loss: 0.031186 | val_loss: 0.0311961 | Time: 1917.46 ms [2022-04-20 09:20:13 main:581] : INFO : Epoch 1733 | loss: 0.0311874 | val_loss: 0.0311931 | Time: 1910.82 ms [2022-04-20 09:20:15 main:581] : INFO : Epoch 1734 | loss: 0.0311861 | val_loss: 0.031191 | Time: 1920.54 ms [2022-04-20 09:20:17 main:581] : INFO : Epoch 1735 | loss: 0.0311846 | val_loss: 0.0311922 | Time: 1911.56 ms [2022-04-20 09:20:19 main:581] : INFO : Epoch 1736 | loss: 0.0311835 | val_loss: 0.0311906 | Time: 1913.81 ms [2022-04-20 09:20:21 main:581] : INFO : Epoch 1737 | loss: 0.0311845 | val_loss: 0.031192 | Time: 1914.7 ms [2022-04-20 09:20:23 main:581] : INFO : Epoch 1738 | loss: 0.031184 | val_loss: 0.0311903 | Time: 1911.24 ms [2022-04-20 09:20:25 main:581] : INFO : Epoch 1739 | loss: 0.0311839 | val_loss: 0.0311921 | Time: 1931.91 ms [2022-04-20 09:20:27 main:581] : INFO : Epoch 1740 | loss: 0.0311841 | val_loss: 0.0311918 | Time: 1912.48 ms [2022-04-20 09:20:29 main:581] : INFO : Epoch 1741 | loss: 0.0311866 | val_loss: 0.0311903 | Time: 1910.98 ms [2022-04-20 09:20:31 main:581] : INFO : Epoch 1742 | loss: 0.0311831 | val_loss: 0.0311919 | Time: 1917.84 ms [2022-04-20 09:20:33 main:581] : INFO : Epoch 1743 | loss: 0.0311828 | val_loss: 0.0311909 | Time: 1911.88 ms [2022-04-20 09:20:34 main:581] : INFO : Epoch 1744 | loss: 0.0311849 | val_loss: 0.0311916 | Time: 1909.83 ms [2022-04-20 09:20:36 main:581] : INFO : Epoch 1745 | loss: 0.0311879 | val_loss: 0.0311935 | Time: 1921.01 ms [2022-04-20 09:20:38 main:581] : INFO : Epoch 1746 | loss: 0.0311865 | val_loss: 0.0311922 | Time: 1911.17 ms [2022-04-20 09:20:40 main:581] : INFO : Epoch 1747 | loss: 0.0311864 | val_loss: 0.0311918 | Time: 1920.41 ms [2022-04-20 09:20:42 main:581] : INFO : Epoch 1748 | loss: 0.0311858 | val_loss: 0.031193 | Time: 1912.03 ms [2022-04-20 09:20:44 main:581] : INFO : Epoch 1749 | loss: 0.0311891 | val_loss: 0.0311939 | Time: 1911.42 ms [2022-04-20 09:20:46 main:581] : INFO : Epoch 1750 | loss: 0.0311848 | val_loss: 0.0311903 | Time: 1917.37 ms [2022-04-20 09:20:48 main:581] : INFO : Epoch 1751 | loss: 0.0311851 | val_loss: 0.0311907 | Time: 1913.32 ms [2022-04-20 09:20:50 main:581] : INFO : Epoch 1752 | loss: 0.0311846 | val_loss: 0.0311907 | Time: 1915.5 ms [2022-04-20 09:20:52 main:581] : INFO : Epoch 1753 | loss: 0.0311862 | val_loss: 0.0311958 | Time: 1916.65 ms [2022-04-20 09:20:54 main:581] : INFO : Epoch 1754 | loss: 0.031188 | val_loss: 0.0311966 | Time: 1914.9 ms [2022-04-20 09:20:56 main:581] : INFO : Epoch 1755 | loss: 0.0311901 | val_loss: 0.0311978 | Time: 1923.34 ms [2022-04-20 09:20:57 main:581] : INFO : Epoch 1756 | loss: 0.031187 | val_loss: 0.0311917 | Time: 1908.52 ms [2022-04-20 09:20:59 main:581] : INFO : Epoch 1757 | loss: 0.0311855 | val_loss: 0.0311903 | Time: 1914.43 ms [2022-04-20 09:21:01 main:581] : INFO : Epoch 1758 | loss: 0.0311831 | val_loss: 0.0311886 | Time: 1918.11 ms [2022-04-20 09:21:03 main:581] : INFO : Epoch 1759 | loss: 0.0311833 | val_loss: 0.0311891 | Time: 1915.14 ms [2022-04-20 09:21:05 main:581] : INFO : Epoch 1760 | loss: 0.0311838 | val_loss: 0.0311928 | Time: 1938.82 ms [2022-04-20 09:21:07 main:581] : INFO : Epoch 1761 | loss: 0.0311827 | val_loss: 0.0311921 | Time: 1915.35 ms [2022-04-20 09:21:09 main:581] : INFO : Epoch 1762 | loss: 0.0311823 | val_loss: 0.0311907 | Time: 1909.08 ms [2022-04-20 09:21:11 main:581] : INFO : Epoch 1763 | loss: 0.0311822 | val_loss: 0.0311906 | Time: 1915.66 ms [2022-04-20 09:21:13 main:581] : INFO : Epoch 1764 | loss: 0.0311833 | val_loss: 0.0311975 | Time: 1914.43 ms [2022-04-20 09:21:15 main:581] : INFO : Epoch 1765 | loss: 0.0311856 | val_loss: 0.0311897 | Time: 1934.99 ms [2022-04-20 09:21:17 main:581] : INFO : Epoch 1766 | loss: 0.0311845 | val_loss: 0.0311919 | Time: 1916.52 ms [2022-04-20 09:21:19 main:581] : INFO : Epoch 1767 | loss: 0.0311845 | val_loss: 0.0311902 | Time: 1908.96 ms [2022-04-20 09:21:21 main:581] : INFO : Epoch 1768 | loss: 0.0311834 | val_loss: 0.0311913 | Time: 1916.26 ms [2022-04-20 09:21:22 main:581] : INFO : Epoch 1769 | loss: 0.0311833 | val_loss: 0.031194 | Time: 1909.45 ms [2022-04-20 09:21:24 main:581] : INFO : Epoch 1770 | loss: 0.0311872 | val_loss: 0.0311972 | Time: 1911.7 ms [2022-04-20 09:21:26 main:581] : INFO : Epoch 1771 | loss: 0.0311841 | val_loss: 0.0311909 | Time: 1919.02 ms [2022-04-20 09:21:28 main:581] : INFO : Epoch 1772 | loss: 0.0311828 | val_loss: 0.0311928 | Time: 1916.34 ms [2022-04-20 09:21:30 main:581] : INFO : Epoch 1773 | loss: 0.0311853 | val_loss: 0.0311954 | Time: 1918.39 ms [2022-04-20 09:21:32 main:581] : INFO : Epoch 1774 | loss: 0.0311842 | val_loss: 0.0311919 | Time: 1912.5 ms [2022-04-20 09:21:34 main:581] : INFO : Epoch 1775 | loss: 0.0311828 | val_loss: 0.0311919 | Time: 1907.46 ms [2022-04-20 09:21:36 main:581] : INFO : Epoch 1776 | loss: 0.0311813 | val_loss: 0.0311902 | Time: 1920.88 ms [2022-04-20 09:21:38 main:581] : INFO : Epoch 1777 | loss: 0.0311816 | val_loss: 0.0311918 | Time: 1911.33 ms [2022-04-20 09:21:40 main:581] : INFO : Epoch 1778 | loss: 0.0311818 | val_loss: 0.03119 | Time: 1916.15 ms [2022-04-20 09:21:42 main:581] : INFO : Epoch 1779 | loss: 0.031182 | val_loss: 0.0311917 | Time: 1916.95 ms [2022-04-20 09:21:43 main:581] : INFO : Epoch 1780 | loss: 0.0311827 | val_loss: 0.0311916 | Time: 1914.85 ms [2022-04-20 09:21:45 main:581] : INFO : Epoch 1781 | loss: 0.0311818 | val_loss: 0.0311896 | Time: 1918 ms [2022-04-20 09:21:47 main:581] : INFO : Epoch 1782 | loss: 0.0311827 | val_loss: 0.0311971 | Time: 1916.13 ms [2022-04-20 09:21:49 main:581] : INFO : Epoch 1783 | loss: 0.0311832 | val_loss: 0.0311901 | Time: 1910.04 ms [2022-04-20 09:21:51 main:581] : INFO : Epoch 1784 | loss: 0.0311841 | val_loss: 0.0311887 | Time: 1918.5 ms [2022-04-20 09:21:53 main:581] : INFO : Epoch 1785 | loss: 0.0311832 | val_loss: 0.0311897 | Time: 1913.66 ms [2022-04-20 09:21:55 main:581] : INFO : Epoch 1786 | loss: 0.031182 | val_loss: 0.031192 | Time: 1914.26 ms [2022-04-20 09:21:57 main:581] : INFO : Epoch 1787 | loss: 0.0311815 | val_loss: 0.0311896 | Time: 1913.62 ms [2022-04-20 09:21:59 main:581] : INFO : Epoch 1788 | loss: 0.0311808 | val_loss: 0.031191 | Time: 1908.7 ms [2022-04-20 09:22:01 main:581] : INFO : Epoch 1789 | loss: 0.0311814 | val_loss: 0.0311894 | Time: 1919.09 ms [2022-04-20 09:22:03 main:581] : INFO : Epoch 1790 | loss: 0.0311811 | val_loss: 0.0311894 | Time: 1909.92 ms [2022-04-20 09:22:05 main:581] : INFO : Epoch 1791 | loss: 0.0311818 | val_loss: 0.0311885 | Time: 1913.67 ms [2022-04-20 09:22:06 main:581] : INFO : Epoch 1792 | loss: 0.0311809 | val_loss: 0.0311936 | Time: 1932.36 ms [2022-04-20 09:22:08 main:581] : INFO : Epoch 1793 | loss: 0.0311845 | val_loss: 0.0311896 | Time: 1923.59 ms [2022-04-20 09:22:10 main:581] : INFO : Epoch 1794 | loss: 0.0311836 | val_loss: 0.0311901 | Time: 1919.79 ms [2022-04-20 09:22:12 main:581] : INFO : Epoch 1795 | loss: 0.0311894 | val_loss: 0.0312084 | Time: 1914.51 ms [2022-04-20 09:22:14 main:581] : INFO : Epoch 1796 | loss: 0.0312131 | val_loss: 0.0312522 | Time: 1910.66 ms [2022-04-20 09:22:16 main:581] : INFO : Epoch 1797 | loss: 0.0317196 | val_loss: 0.0326376 | Time: 1921.39 ms [2022-04-20 09:22:18 main:581] : INFO : Epoch 1798 | loss: 0.0335775 | val_loss: 0.0313833 | Time: 1910.43 ms [2022-04-20 09:22:20 main:581] : INFO : Epoch 1799 | loss: 0.0314327 | val_loss: 0.0312735 | Time: 1916.11 ms [2022-04-20 09:22:22 main:581] : INFO : Epoch 1800 | loss: 0.0312448 | val_loss: 0.0312072 | Time: 1910.6 ms [2022-04-20 09:22:24 main:581] : INFO : Epoch 1801 | loss: 0.0312021 | val_loss: 0.0311963 | Time: 1912.82 ms [2022-04-20 09:22:26 main:581] : INFO : Epoch 1802 | loss: 0.0311978 | val_loss: 0.0311951 | Time: 1917.28 ms [2022-04-20 09:22:28 main:581] : INFO : Epoch 1803 | loss: 0.0311909 | val_loss: 0.031189 | Time: 1911.93 ms [2022-04-20 09:22:29 main:581] : INFO : Epoch 1804 | loss: 0.0311877 | val_loss: 0.0311871 | Time: 1912.62 ms [2022-04-20 09:22:31 main:581] : INFO : Epoch 1805 | loss: 0.0311895 | val_loss: 0.0311894 | Time: 1913.94 ms [2022-04-20 09:22:33 main:581] : INFO : Epoch 1806 | loss: 0.0311884 | val_loss: 0.0311892 | Time: 1911.85 ms [2022-04-20 09:22:35 main:581] : INFO : Epoch 1807 | loss: 0.0311866 | val_loss: 0.0311917 | Time: 1918.84 ms [2022-04-20 09:22:37 main:581] : INFO : Epoch 1808 | loss: 0.0311867 | val_loss: 0.0311934 | Time: 1914.04 ms [2022-04-20 09:22:39 main:581] : INFO : Epoch 1809 | loss: 0.0311875 | val_loss: 0.0311904 | Time: 1912.08 ms [2022-04-20 09:22:41 main:581] : INFO : Epoch 1810 | loss: 0.0311863 | val_loss: 0.0311887 | Time: 1919.1 ms [2022-04-20 09:22:43 main:581] : INFO : Epoch 1811 | loss: 0.0311846 | val_loss: 0.031189 | Time: 1907.38 ms [2022-04-20 09:22:45 main:581] : INFO : Epoch 1812 | loss: 0.0311841 | val_loss: 0.0311894 | Time: 1936.66 ms [2022-04-20 09:22:47 main:581] : INFO : Epoch 1813 | loss: 0.0311844 | val_loss: 0.0311899 | Time: 1913.82 ms [2022-04-20 09:22:49 main:581] : INFO : Epoch 1814 | loss: 0.0311849 | val_loss: 0.031189 | Time: 1915.45 ms [2022-04-20 09:22:51 main:581] : INFO : Epoch 1815 | loss: 0.0311839 | val_loss: 0.0311893 | Time: 1918.74 ms [2022-04-20 09:22:52 main:581] : INFO : Epoch 1816 | loss: 0.031183 | val_loss: 0.0311899 | Time: 1913.27 ms [2022-04-20 09:22:54 main:581] : INFO : Epoch 1817 | loss: 0.0311842 | val_loss: 0.0311922 | Time: 1909 ms [2022-04-20 09:22:56 main:581] : INFO : Epoch 1818 | loss: 0.0311866 | val_loss: 0.0311908 | Time: 1927.39 ms [2022-04-20 09:22:58 main:581] : INFO : Epoch 1819 | loss: 0.0311859 | val_loss: 0.0311912 | Time: 1913.21 ms [2022-04-20 09:23:00 main:581] : INFO : Epoch 1820 | loss: 0.031186 | val_loss: 0.0311898 | Time: 1921.68 ms [2022-04-20 09:23:02 main:581] : INFO : Epoch 1821 | loss: 0.0311885 | val_loss: 0.0311935 | Time: 1913.32 ms [2022-04-20 09:23:04 main:581] : INFO : Epoch 1822 | loss: 0.031188 | val_loss: 0.0311924 | Time: 1911.81 ms [2022-04-20 09:23:06 main:581] : INFO : Epoch 1823 | loss: 0.0311859 | val_loss: 0.0311902 | Time: 1915.53 ms [2022-04-20 09:23:08 main:581] : INFO : Epoch 1824 | loss: 0.0311859 | val_loss: 0.0311911 | Time: 1915.16 ms [2022-04-20 09:23:10 main:581] : INFO : Epoch 1825 | loss: 0.0311862 | val_loss: 0.0311941 | Time: 1936.45 ms [2022-04-20 09:23:12 main:581] : INFO : Epoch 1826 | loss: 0.0311852 | val_loss: 0.0311916 | Time: 1914.81 ms [2022-04-20 09:23:14 main:581] : INFO : Epoch 1827 | loss: 0.0311849 | val_loss: 0.0311928 | Time: 1913.67 ms [2022-04-20 09:23:15 main:581] : INFO : Epoch 1828 | loss: 0.0311848 | val_loss: 0.0311905 | Time: 1916.38 ms [2022-04-20 09:23:17 main:581] : INFO : Epoch 1829 | loss: 0.0311851 | val_loss: 0.0311954 | Time: 1909.45 ms [2022-04-20 09:23:19 main:581] : INFO : Epoch 1830 | loss: 0.0311858 | val_loss: 0.0311919 | Time: 1908.19 ms [2022-04-20 09:23:21 main:581] : INFO : Epoch 1831 | loss: 0.031185 | val_loss: 0.031192 | Time: 1920.58 ms [2022-04-20 09:23:23 main:581] : INFO : Epoch 1832 | loss: 0.031184 | val_loss: 0.0311897 | Time: 1910.01 ms [2022-04-20 09:23:25 main:581] : INFO : Epoch 1833 | loss: 0.0311846 | val_loss: 0.031192 | Time: 1919.52 ms [2022-04-20 09:23:27 main:581] : INFO : Epoch 1834 | loss: 0.0311851 | val_loss: 0.031193 | Time: 1911.8 ms [2022-04-20 09:23:29 main:581] : INFO : Epoch 1835 | loss: 0.0311893 | val_loss: 0.0311933 | Time: 1911.42 ms [2022-04-20 09:23:31 main:581] : INFO : Epoch 1836 | loss: 0.0311876 | val_loss: 0.0311949 | Time: 1914.22 ms [2022-04-20 09:23:33 main:581] : INFO : Epoch 1837 | loss: 0.031186 | val_loss: 0.0311907 | Time: 1912.53 ms [2022-04-20 09:23:35 main:581] : INFO : Epoch 1838 | loss: 0.0311856 | val_loss: 0.031191 | Time: 1910.23 ms [2022-04-20 09:23:37 main:581] : INFO : Epoch 1839 | loss: 0.0311862 | val_loss: 0.0311923 | Time: 1919.97 ms [2022-04-20 09:23:38 main:581] : INFO : Epoch 1840 | loss: 0.0311867 | val_loss: 0.0311912 | Time: 1910.21 ms [2022-04-20 09:23:40 main:581] : INFO : Epoch 1841 | loss: 0.0311869 | val_loss: 0.0311917 | Time: 1917.17 ms [2022-04-20 09:23:42 main:581] : INFO : Epoch 1842 | loss: 0.0311862 | val_loss: 0.0311918 | Time: 1907.91 ms [2022-04-20 09:23:44 main:581] : INFO : Epoch 1843 | loss: 0.0311854 | val_loss: 0.0311896 | Time: 1907.99 ms [2022-04-20 09:23:46 main:581] : INFO : Epoch 1844 | loss: 0.0311855 | val_loss: 0.0311921 | Time: 1921.33 ms [2022-04-20 09:23:48 main:581] : INFO : Epoch 1845 | loss: 0.0311868 | val_loss: 0.0311883 | Time: 1914.6 ms [2022-04-20 09:23:50 main:581] : INFO : Epoch 1846 | loss: 0.0311866 | val_loss: 0.0311896 | Time: 1919.44 ms [2022-04-20 09:23:52 main:581] : INFO : Epoch 1847 | loss: 0.0311871 | val_loss: 0.0311909 | Time: 1911.98 ms [2022-04-20 09:23:54 main:581] : INFO : Epoch 1848 | loss: 0.0311869 | val_loss: 0.0311919 | Time: 1912.91 ms [2022-04-20 09:23:56 main:581] : INFO : Epoch 1849 | loss: 0.031187 | val_loss: 0.0311914 | Time: 1928.85 ms [2022-04-20 09:23:58 main:581] : INFO : Epoch 1850 | loss: 0.0311853 | val_loss: 0.0311911 | Time: 1915.11 ms [2022-04-20 09:23:59 main:581] : INFO : Epoch 1851 | loss: 0.0311846 | val_loss: 0.0311888 | Time: 1913.13 ms [2022-04-20 09:24:01 main:581] : INFO : Epoch 1852 | loss: 0.031185 | val_loss: 0.0311891 | Time: 1923.08 ms [2022-04-20 09:24:03 main:581] : INFO : Epoch 1853 | loss: 0.0311848 | val_loss: 0.0311902 | Time: 1909.78 ms [2022-04-20 09:24:05 main:581] : INFO : Epoch 1854 | loss: 0.031184 | val_loss: 0.0311907 | Time: 1918.75 ms [2022-04-20 09:24:07 main:581] : INFO : Epoch 1855 | loss: 0.0311841 | val_loss: 0.0311918 | Time: 1911.36 ms [2022-04-20 09:24:09 main:581] : INFO : Epoch 1856 | loss: 0.0311847 | val_loss: 0.0311903 | Time: 1917.75 ms [2022-04-20 09:24:11 main:581] : INFO : Epoch 1857 | loss: 0.0311844 | val_loss: 0.0311892 | Time: 1918.14 ms [2022-04-20 09:24:13 main:581] : INFO : Epoch 1858 | loss: 0.0311844 | val_loss: 0.03119 | Time: 1916.94 ms [2022-04-20 09:24:15 main:581] : INFO : Epoch 1859 | loss: 0.0311844 | val_loss: 0.0311923 | Time: 1915.8 ms [2022-04-20 09:24:17 main:581] : INFO : Epoch 1860 | loss: 0.0311861 | val_loss: 0.0311918 | Time: 1912.84 ms [2022-04-20 09:24:19 main:581] : INFO : Epoch 1861 | loss: 0.0311858 | val_loss: 0.0311924 | Time: 1908.07 ms [2022-04-20 09:24:21 main:581] : INFO : Epoch 1862 | loss: 0.0311858 | val_loss: 0.0311912 | Time: 1920.54 ms [2022-04-20 09:24:22 main:581] : INFO : Epoch 1863 | loss: 0.0311847 | val_loss: 0.0311905 | Time: 1911.07 ms [2022-04-20 09:24:24 main:581] : INFO : Epoch 1864 | loss: 0.0311847 | val_loss: 0.0311905 | Time: 1913.68 ms [2022-04-20 09:24:26 main:581] : INFO : Epoch 1865 | loss: 0.0311853 | val_loss: 0.0311913 | Time: 1917.22 ms [2022-04-20 09:24:28 main:581] : INFO : Epoch 1866 | loss: 0.0311873 | val_loss: 0.0311927 | Time: 1906.33 ms [2022-04-20 09:24:30 main:581] : INFO : Epoch 1867 | loss: 0.0311861 | val_loss: 0.031194 | Time: 1918.88 ms [2022-04-20 09:24:32 main:581] : INFO : Epoch 1868 | loss: 0.0311874 | val_loss: 0.031192 | Time: 1909.83 ms [2022-04-20 09:24:34 main:581] : INFO : Epoch 1869 | loss: 0.0311854 | val_loss: 0.0311901 | Time: 1913.29 ms [2022-04-20 09:24:36 main:581] : INFO : Epoch 1870 | loss: 0.0311839 | val_loss: 0.0311926 | Time: 1920.29 ms [2022-04-20 09:24:38 main:581] : INFO : Epoch 1871 | loss: 0.0311841 | val_loss: 0.0311905 | Time: 1914.23 ms [2022-04-20 09:24:40 main:581] : INFO : Epoch 1872 | loss: 0.0311843 | val_loss: 0.0311911 | Time: 1911.46 ms [2022-04-20 09:24:42 main:581] : INFO : Epoch 1873 | loss: 0.0311836 | val_loss: 0.0311937 | Time: 1914.44 ms [2022-04-20 09:24:44 main:581] : INFO : Epoch 1874 | loss: 0.0311852 | val_loss: 0.0311919 | Time: 1910.31 ms [2022-04-20 09:24:45 main:581] : INFO : Epoch 1875 | loss: 0.0311855 | val_loss: 0.0311899 | Time: 1919.58 ms [2022-04-20 09:24:47 main:581] : INFO : Epoch 1876 | loss: 0.0311855 | val_loss: 0.0311906 | Time: 1913.43 ms [2022-04-20 09:24:49 main:581] : INFO : Epoch 1877 | loss: 0.0311841 | val_loss: 0.0311892 | Time: 1912.19 ms [2022-04-20 09:24:51 main:581] : INFO : Epoch 1878 | loss: 0.0311844 | val_loss: 0.0311918 | Time: 1914.78 ms [2022-04-20 09:24:53 main:581] : INFO : Epoch 1879 | loss: 0.0311837 | val_loss: 0.0311968 | Time: 1911.3 ms [2022-04-20 09:24:55 main:581] : INFO : Epoch 1880 | loss: 0.0311856 | val_loss: 0.0311894 | Time: 1915.14 ms [2022-04-20 09:24:57 main:581] : INFO : Epoch 1881 | loss: 0.0311826 | val_loss: 0.0311893 | Time: 1912.24 ms [2022-04-20 09:24:59 main:581] : INFO : Epoch 1882 | loss: 0.0311828 | val_loss: 0.0311904 | Time: 1911 ms [2022-04-20 09:25:01 main:581] : INFO : Epoch 1883 | loss: 0.0311834 | val_loss: 0.0311899 | Time: 1918.54 ms [2022-04-20 09:25:03 main:581] : INFO : Epoch 1884 | loss: 0.0311837 | val_loss: 0.0311932 | Time: 1912.78 ms [2022-04-20 09:25:05 main:581] : INFO : Epoch 1885 | loss: 0.0311841 | val_loss: 0.031193 | Time: 1909.05 ms [2022-04-20 09:25:07 main:581] : INFO : Epoch 1886 | loss: 0.0311845 | val_loss: 0.0311917 | Time: 1919.86 ms [2022-04-20 09:25:08 main:581] : INFO : Epoch 1887 | loss: 0.0311881 | val_loss: 0.0311914 | Time: 1911.69 ms [2022-04-20 09:25:10 main:581] : INFO : Epoch 1888 | loss: 0.0311871 | val_loss: 0.0311904 | Time: 1923.02 ms [2022-04-20 09:25:12 main:581] : INFO : Epoch 1889 | loss: 0.0311862 | val_loss: 0.0311908 | Time: 1918.24 ms [2022-04-20 09:25:14 main:581] : INFO : Epoch 1890 | loss: 0.0311851 | val_loss: 0.0311897 | Time: 1918.02 ms [2022-04-20 09:25:16 main:581] : INFO : Epoch 1891 | loss: 0.031185 | val_loss: 0.0311907 | Time: 1918.36 ms [2022-04-20 09:25:18 main:581] : INFO : Epoch 1892 | loss: 0.0311842 | val_loss: 0.0311885 | Time: 1913.36 ms [2022-04-20 09:25:20 main:581] : INFO : Epoch 1893 | loss: 0.031183 | val_loss: 0.0311886 | Time: 1915.72 ms [2022-04-20 09:25:22 main:581] : INFO : Epoch 1894 | loss: 0.0311838 | val_loss: 0.0311901 | Time: 1915.82 ms [2022-04-20 09:25:24 main:581] : INFO : Epoch 1895 | loss: 0.031184 | val_loss: 0.031189 | Time: 1910.59 ms [2022-04-20 09:25:26 main:581] : INFO : Epoch 1896 | loss: 0.0311837 | val_loss: 0.0311877 | Time: 1916.12 ms [2022-04-20 09:25:28 main:581] : INFO : Epoch 1897 | loss: 0.0311852 | val_loss: 0.0311956 | Time: 1907.51 ms [2022-04-20 09:25:29 main:581] : INFO : Epoch 1898 | loss: 0.0311858 | val_loss: 0.0311894 | Time: 1910.68 ms [2022-04-20 09:25:31 main:581] : INFO : Epoch 1899 | loss: 0.0311835 | val_loss: 0.03119 | Time: 1922.19 ms [2022-04-20 09:25:33 main:581] : INFO : Epoch 1900 | loss: 0.0311846 | val_loss: 0.0311904 | Time: 1912.08 ms [2022-04-20 09:25:35 main:581] : INFO : Epoch 1901 | loss: 0.031185 | val_loss: 0.031189 | Time: 1919.63 ms [2022-04-20 09:25:37 main:581] : INFO : Epoch 1902 | loss: 0.0311857 | val_loss: 0.0311888 | Time: 1920.56 ms [2022-04-20 09:25:39 main:581] : INFO : Epoch 1903 | loss: 0.031185 | val_loss: 0.0311885 | Time: 1921.89 ms [2022-04-20 09:25:41 main:581] : INFO : Epoch 1904 | loss: 0.0311846 | val_loss: 0.0311879 | Time: 1924.18 ms [2022-04-20 09:25:43 main:581] : INFO : Epoch 1905 | loss: 0.0311845 | val_loss: 0.0311932 | Time: 1913.43 ms [2022-04-20 09:25:45 main:581] : INFO : Epoch 1906 | loss: 0.0311854 | val_loss: 0.0311932 | Time: 1916.54 ms [2022-04-20 09:25:47 main:581] : INFO : Epoch 1907 | loss: 0.0311848 | val_loss: 0.0311884 | Time: 1915.86 ms [2022-04-20 09:25:49 main:581] : INFO : Epoch 1908 | loss: 0.0311832 | val_loss: 0.0311889 | Time: 1919.53 ms [2022-04-20 09:25:51 main:581] : INFO : Epoch 1909 | loss: 0.0311815 | val_loss: 0.0311873 | Time: 1935.16 ms [2022-04-20 09:25:53 main:581] : INFO : Epoch 1910 | loss: 0.0311838 | val_loss: 0.0311879 | Time: 1914.97 ms [2022-04-20 09:25:54 main:581] : INFO : Epoch 1911 | loss: 0.031183 | val_loss: 0.0311878 | Time: 1919.8 ms [2022-04-20 09:25:56 main:581] : INFO : Epoch 1912 | loss: 0.0311816 | val_loss: 0.0311872 | Time: 1920.79 ms [2022-04-20 09:25:58 main:581] : INFO : Epoch 1913 | loss: 0.0311808 | val_loss: 0.0311869 | Time: 1915.2 ms [2022-04-20 09:26:00 main:581] : INFO : Epoch 1914 | loss: 0.0311809 | val_loss: 0.0311868 | Time: 1917.82 ms [2022-04-20 09:26:02 main:581] : INFO : Epoch 1915 | loss: 0.0311817 | val_loss: 0.0311874 | Time: 1911.66 ms [2022-04-20 09:26:04 main:581] : INFO : Epoch 1916 | loss: 0.031181 | val_loss: 0.0311868 | Time: 1908.68 ms [2022-04-20 09:26:06 main:581] : INFO : Epoch 1917 | loss: 0.0311811 | val_loss: 0.0311877 | Time: 1921.33 ms [2022-04-20 09:26:08 main:581] : INFO : Epoch 1918 | loss: 0.0311821 | val_loss: 0.0311866 | Time: 1910.52 ms [2022-04-20 09:26:10 main:581] : INFO : Epoch 1919 | loss: 0.0311817 | val_loss: 0.0311879 | Time: 1920.32 ms [2022-04-20 09:26:12 main:581] : INFO : Epoch 1920 | loss: 0.0311817 | val_loss: 0.0311886 | Time: 1911.33 ms [2022-04-20 09:26:14 main:581] : INFO : Epoch 1921 | loss: 0.0311809 | val_loss: 0.0311863 | Time: 1911.41 ms [2022-04-20 09:26:16 main:581] : INFO : Epoch 1922 | loss: 0.0311803 | val_loss: 0.0311862 | Time: 1914 ms [2022-04-20 09:26:17 main:581] : INFO : Epoch 1923 | loss: 0.031181 | val_loss: 0.0311862 | Time: 1909.07 ms [2022-04-20 09:26:19 main:581] : INFO : Epoch 1924 | loss: 0.0311806 | val_loss: 0.031187 | Time: 1912.99 ms [2022-04-20 09:26:21 main:581] : INFO : Epoch 1925 | loss: 0.0311818 | val_loss: 0.0311874 | Time: 1917.91 ms [2022-04-20 09:26:23 main:581] : INFO : Epoch 1926 | loss: 0.031182 | val_loss: 0.0311882 | Time: 1911.76 ms [2022-04-20 09:26:25 main:581] : INFO : Epoch 1927 | loss: 0.0311828 | val_loss: 0.0311856 | Time: 1914.5 ms [2022-04-20 09:26:27 main:581] : INFO : Epoch 1928 | loss: 0.0311822 | val_loss: 0.0311873 | Time: 1913.49 ms [2022-04-20 09:26:29 main:581] : INFO : Epoch 1929 | loss: 0.0311833 | val_loss: 0.0311869 | Time: 1909.13 ms [2022-04-20 09:26:31 main:581] : INFO : Epoch 1930 | loss: 0.0311825 | val_loss: 0.0311868 | Time: 1920.34 ms [2022-04-20 09:26:33 main:581] : INFO : Epoch 1931 | loss: 0.0311827 | val_loss: 0.0311875 | Time: 1910.75 ms [2022-04-20 09:26:35 main:581] : INFO : Epoch 1932 | loss: 0.031182 | val_loss: 0.0311875 | Time: 1913.19 ms [2022-04-20 09:26:37 main:581] : INFO : Epoch 1933 | loss: 0.0311817 | val_loss: 0.0311857 | Time: 1914.95 ms [2022-04-20 09:26:38 main:581] : INFO : Epoch 1934 | loss: 0.0311807 | val_loss: 0.0311861 | Time: 1911.11 ms [2022-04-20 09:26:40 main:581] : INFO : Epoch 1935 | loss: 0.0311801 | val_loss: 0.0311867 | Time: 1917.61 ms [2022-04-20 09:26:42 main:581] : INFO : Epoch 1936 | loss: 0.03118 | val_loss: 0.0311851 | Time: 1913.42 ms [2022-04-20 09:26:44 main:581] : INFO : Epoch 1937 | loss: 0.0311817 | val_loss: 0.0311851 | Time: 1911.87 ms [2022-04-20 09:26:46 main:581] : INFO : Epoch 1938 | loss: 0.0311813 | val_loss: 0.0311854 | Time: 1922.07 ms [2022-04-20 09:26:48 main:581] : INFO : Epoch 1939 | loss: 0.0311796 | val_loss: 0.0311838 | Time: 1910.02 ms [2022-04-20 09:26:50 main:581] : INFO : Epoch 1940 | loss: 0.0311789 | val_loss: 0.0311857 | Time: 1917.04 ms [2022-04-20 09:26:52 main:581] : INFO : Epoch 1941 | loss: 0.0311807 | val_loss: 0.031186 | Time: 1910.78 ms [2022-04-20 09:26:54 main:581] : INFO : Epoch 1942 | loss: 0.0311823 | val_loss: 0.0311873 | Time: 1912.5 ms [2022-04-20 09:26:56 main:581] : INFO : Epoch 1943 | loss: 0.0311799 | val_loss: 0.0311863 | Time: 1919.42 ms [2022-04-20 09:26:58 main:581] : INFO : Epoch 1944 | loss: 0.0311808 | val_loss: 0.0311849 | Time: 1911.68 ms [2022-04-20 09:27:00 main:581] : INFO : Epoch 1945 | loss: 0.03118 | val_loss: 0.0311882 | Time: 1912.44 ms [2022-04-20 09:27:01 main:581] : INFO : Epoch 1946 | loss: 0.03118 | val_loss: 0.0311852 | Time: 1916.88 ms [2022-04-20 09:27:03 main:581] : INFO : Epoch 1947 | loss: 0.0311796 | val_loss: 0.0311856 | Time: 1918.99 ms [2022-04-20 09:27:05 main:581] : INFO : Epoch 1948 | loss: 0.0311796 | val_loss: 0.0311858 | Time: 1920.54 ms [2022-04-20 09:27:07 main:581] : INFO : Epoch 1949 | loss: 0.0311796 | val_loss: 0.0311862 | Time: 1915.72 ms [2022-04-20 09:27:09 main:581] : INFO : Epoch 1950 | loss: 0.0311819 | val_loss: 0.0311887 | Time: 1912.6 ms [2022-04-20 09:27:11 main:581] : INFO : Epoch 1951 | loss: 0.0311827 | val_loss: 0.0311873 | Time: 1919.29 ms [2022-04-20 09:27:13 main:581] : INFO : Epoch 1952 | loss: 0.0311825 | val_loss: 0.0311879 | Time: 1909.04 ms [2022-04-20 09:27:15 main:581] : INFO : Epoch 1953 | loss: 0.0311819 | val_loss: 0.031188 | Time: 1918.93 ms [2022-04-20 09:27:17 main:581] : INFO : Epoch 1954 | loss: 0.0311812 | val_loss: 0.0311878 | Time: 1910.83 ms [2022-04-20 09:27:19 main:581] : INFO : Epoch 1955 | loss: 0.0311814 | val_loss: 0.0311901 | Time: 1914.74 ms [2022-04-20 09:27:21 main:581] : INFO : Epoch 1956 | loss: 0.0311813 | val_loss: 0.0311909 | Time: 1917.83 ms [2022-04-20 09:27:23 main:581] : INFO : Epoch 1957 | loss: 0.0311824 | val_loss: 0.0311859 | Time: 1911.78 ms [2022-04-20 09:27:24 main:581] : INFO : Epoch 1958 | loss: 0.0311819 | val_loss: 0.0311871 | Time: 1908.43 ms [2022-04-20 09:27:26 main:581] : INFO : Epoch 1959 | loss: 0.0311811 | val_loss: 0.0311873 | Time: 1936.92 ms [2022-04-20 09:27:28 main:581] : INFO : Epoch 1960 | loss: 0.0311806 | val_loss: 0.0311874 | Time: 1909.16 ms [2022-04-20 09:27:30 main:581] : INFO : Epoch 1961 | loss: 0.0311801 | val_loss: 0.0311882 | Time: 1921.81 ms [2022-04-20 09:27:32 main:581] : INFO : Epoch 1962 | loss: 0.0311821 | val_loss: 0.0311896 | Time: 1910.48 ms [2022-04-20 09:27:34 main:581] : INFO : Epoch 1963 | loss: 0.0311826 | val_loss: 0.0311866 | Time: 1910.44 ms [2022-04-20 09:27:36 main:581] : INFO : Epoch 1964 | loss: 0.0311812 | val_loss: 0.0311845 | Time: 1919.23 ms [2022-04-20 09:27:38 main:581] : INFO : Epoch 1965 | loss: 0.0311809 | val_loss: 0.0311863 | Time: 1909.48 ms [2022-04-20 09:27:40 main:581] : INFO : Epoch 1966 | loss: 0.031181 | val_loss: 0.031185 | Time: 1916.35 ms [2022-04-20 09:27:42 main:581] : INFO : Epoch 1967 | loss: 0.031181 | val_loss: 0.031187 | Time: 1914.7 ms [2022-04-20 09:27:44 main:581] : INFO : Epoch 1968 | loss: 0.0311846 | val_loss: 0.031188 | Time: 1913.66 ms [2022-04-20 09:27:46 main:581] : INFO : Epoch 1969 | loss: 0.0311856 | val_loss: 0.0311871 | Time: 1918.05 ms [2022-04-20 09:27:47 main:581] : INFO : Epoch 1970 | loss: 0.0311847 | val_loss: 0.0311855 | Time: 1910.39 ms [2022-04-20 09:27:49 main:581] : INFO : Epoch 1971 | loss: 0.0311838 | val_loss: 0.0311865 | Time: 1907.55 ms [2022-04-20 09:27:51 main:581] : INFO : Epoch 1972 | loss: 0.0311842 | val_loss: 0.0311876 | Time: 1923.13 ms [2022-04-20 09:27:53 main:581] : INFO : Epoch 1973 | loss: 0.0311829 | val_loss: 0.0311873 | Time: 1913.91 ms [2022-04-20 09:27:55 main:581] : INFO : Epoch 1974 | loss: 0.0311829 | val_loss: 0.0311877 | Time: 1924.11 ms [2022-04-20 09:27:57 main:581] : INFO : Epoch 1975 | loss: 0.0311832 | val_loss: 0.031189 | Time: 1915.51 ms [2022-04-20 09:27:59 main:581] : INFO : Epoch 1976 | loss: 0.0311834 | val_loss: 0.0311872 | Time: 1912.61 ms [2022-04-20 09:28:01 main:581] : INFO : Epoch 1977 | loss: 0.0311865 | val_loss: 0.0311895 | Time: 1916.04 ms [2022-04-20 09:28:03 main:581] : INFO : Epoch 1978 | loss: 0.0311843 | val_loss: 0.0311881 | Time: 1913.7 ms [2022-04-20 09:28:05 main:581] : INFO : Epoch 1979 | loss: 0.0311836 | val_loss: 0.0311869 | Time: 1914.6 ms [2022-04-20 09:28:07 main:581] : INFO : Epoch 1980 | loss: 0.0311814 | val_loss: 0.031186 | Time: 1918.81 ms [2022-04-20 09:28:08 main:581] : INFO : Epoch 1981 | loss: 0.0311805 | val_loss: 0.0311855 | Time: 1913.68 ms [2022-04-20 09:28:10 main:581] : INFO : Epoch 1982 | loss: 0.0311815 | val_loss: 0.0311852 | Time: 1918.84 ms [2022-04-20 09:28:12 main:581] : INFO : Epoch 1983 | loss: 0.0311807 | val_loss: 0.0311843 | Time: 1910.04 ms [2022-04-20 09:28:14 main:581] : INFO : Epoch 1984 | loss: 0.0311802 | val_loss: 0.0311861 | Time: 1912.22 ms [2022-04-20 09:28:16 main:581] : INFO : Epoch 1985 | loss: 0.0311804 | val_loss: 0.0311862 | Time: 1922.87 ms [2022-04-20 09:28:18 main:581] : INFO : Epoch 1986 | loss: 0.0311804 | val_loss: 0.0311853 | Time: 1912.5 ms [2022-04-20 09:28:20 main:581] : INFO : Epoch 1987 | loss: 0.0311801 | val_loss: 0.0311837 | Time: 1922.95 ms [2022-04-20 09:28:22 main:581] : INFO : Epoch 1988 | loss: 0.0311804 | val_loss: 0.0311865 | Time: 1917.61 ms [2022-04-20 09:28:24 main:581] : INFO : Epoch 1989 | loss: 0.0311808 | val_loss: 0.0311857 | Time: 1920.37 ms [2022-04-20 09:28:26 main:581] : INFO : Epoch 1990 | loss: 0.0311806 | val_loss: 0.0311847 | Time: 1924.26 ms [2022-04-20 09:28:28 main:581] : INFO : Epoch 1991 | loss: 0.0311797 | val_loss: 0.0311855 | Time: 1913.95 ms [2022-04-20 09:28:30 main:581] : INFO : Epoch 1992 | loss: 0.0311797 | val_loss: 0.0311843 | Time: 1912.52 ms [2022-04-20 09:28:32 main:581] : INFO : Epoch 1993 | loss: 0.0311799 | val_loss: 0.0311847 | Time: 1923.17 ms [2022-04-20 09:28:33 main:581] : INFO : Epoch 1994 | loss: 0.0311811 | val_loss: 0.0311861 | Time: 1913.6 ms [2022-04-20 09:28:35 main:581] : INFO : Epoch 1995 | loss: 0.0311795 | val_loss: 0.0311847 | Time: 1937.69 ms [2022-04-20 09:28:37 main:581] : INFO : Epoch 1996 | loss: 0.0311802 | val_loss: 0.0311845 | Time: 1911.71 ms [2022-04-20 09:28:39 main:581] : INFO : Epoch 1997 | loss: 0.0311787 | val_loss: 0.0311846 | Time: 1914.99 ms [2022-04-20 09:28:41 main:581] : INFO : Epoch 1998 | loss: 0.031178 | val_loss: 0.0311831 | Time: 1920.81 ms [2022-04-20 09:28:43 main:581] : INFO : Epoch 1999 | loss: 0.0311782 | val_loss: 0.031184 | Time: 1917.1 ms [2022-04-20 09:28:45 main:581] : INFO : Epoch 2000 | loss: 0.0311784 | val_loss: 0.0311871 | Time: 1917.81 ms [2022-04-20 09:28:47 main:581] : INFO : Epoch 2001 | loss: 0.0311793 | val_loss: 0.0311879 | Time: 1914.22 ms [2022-04-20 09:28:49 main:581] : INFO : Epoch 2002 | loss: 0.0311805 | val_loss: 0.0311861 | Time: 1911.44 ms [2022-04-20 09:28:51 main:581] : INFO : Epoch 2003 | loss: 0.0311788 | val_loss: 0.0311852 | Time: 1922.07 ms [2022-04-20 09:28:53 main:581] : INFO : Epoch 2004 | loss: 0.0311781 | val_loss: 0.0311838 | Time: 1912.21 ms [2022-04-20 09:28:55 main:581] : INFO : Epoch 2005 | loss: 0.0311792 | val_loss: 0.0311879 | Time: 1911.67 ms [2022-04-20 09:28:56 main:581] : INFO : Epoch 2006 | loss: 0.031179 | val_loss: 0.0311845 | Time: 1920.13 ms [2022-04-20 09:28:58 main:581] : INFO : Epoch 2007 | loss: 0.0311785 | val_loss: 0.0311886 | Time: 1907.98 ms [2022-04-20 09:29:00 main:581] : INFO : Epoch 2008 | loss: 0.0311783 | val_loss: 0.0311846 | Time: 1919.05 ms [2022-04-20 09:29:02 main:581] : INFO : Epoch 2009 | loss: 0.0311774 | val_loss: 0.0311879 | Time: 1910.76 ms [2022-04-20 09:29:04 main:581] : INFO : Epoch 2010 | loss: 0.0311781 | val_loss: 0.0311866 | Time: 1914.55 ms [2022-04-20 09:29:06 main:581] : INFO : Epoch 2011 | loss: 0.0311775 | val_loss: 0.0311853 | Time: 1920.21 ms [2022-04-20 09:29:08 main:581] : INFO : Epoch 2012 | loss: 0.0311773 | val_loss: 0.0311858 | Time: 1914.47 ms [2022-04-20 09:29:10 main:581] : INFO : Epoch 2013 | loss: 0.0311784 | val_loss: 0.0311848 | Time: 1913.93 ms [2022-04-20 09:29:12 main:581] : INFO : Epoch 2014 | loss: 0.0311765 | val_loss: 0.0311857 | Time: 1912.43 ms [2022-04-20 09:29:14 main:581] : INFO : Epoch 2015 | loss: 0.0311779 | val_loss: 0.0311894 | Time: 1911.54 ms [2022-04-20 09:29:16 main:581] : INFO : Epoch 2016 | loss: 0.0311832 | val_loss: 0.0311874 | Time: 1940.62 ms [2022-04-20 09:29:18 main:581] : INFO : Epoch 2017 | loss: 0.031179 | val_loss: 0.0311863 | Time: 1913.23 ms [2022-04-20 09:29:19 main:581] : INFO : Epoch 2018 | loss: 0.0311788 | val_loss: 0.0311901 | Time: 1915.44 ms [2022-04-20 09:29:21 main:581] : INFO : Epoch 2019 | loss: 0.0311806 | val_loss: 0.0311881 | Time: 1922.1 ms [2022-04-20 09:29:23 main:581] : INFO : Epoch 2020 | loss: 0.0311791 | val_loss: 0.0311899 | Time: 1917.54 ms [2022-04-20 09:29:25 main:581] : INFO : Epoch 2021 | loss: 0.0311792 | val_loss: 0.0311866 | Time: 1924.04 ms [2022-04-20 09:29:27 main:581] : INFO : Epoch 2022 | loss: 0.031177 | val_loss: 0.031186 | Time: 1913.79 ms [2022-04-20 09:29:29 main:581] : INFO : Epoch 2023 | loss: 0.0311791 | val_loss: 0.031187 | Time: 1911.72 ms [2022-04-20 09:29:31 main:581] : INFO : Epoch 2024 | loss: 0.0311783 | val_loss: 0.0311863 | Time: 1919.64 ms [2022-04-20 09:29:33 main:581] : INFO : Epoch 2025 | loss: 0.0311771 | val_loss: 0.0311866 | Time: 1916.05 ms [2022-04-20 09:29:35 main:581] : INFO : Epoch 2026 | loss: 0.0311798 | val_loss: 0.0311889 | Time: 1917.21 ms [2022-04-20 09:29:37 main:581] : INFO : Epoch 2027 | loss: 0.0311777 | val_loss: 0.0311873 | Time: 1915.79 ms [2022-04-20 09:29:39 main:581] : INFO : Epoch 2028 | loss: 0.0311783 | val_loss: 0.0311873 | Time: 1911.53 ms [2022-04-20 09:29:41 main:581] : INFO : Epoch 2029 | loss: 0.0311785 | val_loss: 0.031189 | Time: 1923.04 ms [2022-04-20 09:29:42 main:581] : INFO : Epoch 2030 | loss: 0.0311785 | val_loss: 0.0311877 | Time: 1914.52 ms [2022-04-20 09:29:44 main:581] : INFO : Epoch 2031 | loss: 0.0311779 | val_loss: 0.0311857 | Time: 1915.07 ms [2022-04-20 09:29:46 main:581] : INFO : Epoch 2032 | loss: 0.0311771 | val_loss: 0.0311849 | Time: 1916.59 ms [2022-04-20 09:29:48 main:581] : INFO : Epoch 2033 | loss: 0.0311761 | val_loss: 0.0311885 | Time: 1914.32 ms [2022-04-20 09:29:50 main:581] : INFO : Epoch 2034 | loss: 0.0311785 | val_loss: 0.031187 | Time: 1917.05 ms [2022-04-20 09:29:52 main:581] : INFO : Epoch 2035 | loss: 0.0311773 | val_loss: 0.0311896 | Time: 1917.84 ms [2022-04-20 09:29:54 main:581] : INFO : Epoch 2036 | loss: 0.0311789 | val_loss: 0.0311864 | Time: 1914.28 ms [2022-04-20 09:29:56 main:581] : INFO : Epoch 2037 | loss: 0.0311798 | val_loss: 0.0311877 | Time: 1920.17 ms [2022-04-20 09:29:58 main:581] : INFO : Epoch 2038 | loss: 0.0311802 | val_loss: 0.0311868 | Time: 1910.84 ms [2022-04-20 09:30:00 main:581] : INFO : Epoch 2039 | loss: 0.0311807 | val_loss: 0.0311866 | Time: 1915.64 ms [2022-04-20 09:30:02 main:581] : INFO : Epoch 2040 | loss: 0.0311787 | val_loss: 0.0311856 | Time: 1918.34 ms [2022-04-20 09:30:04 main:581] : INFO : Epoch 2041 | loss: 0.0311794 | val_loss: 0.0311882 | Time: 1914.3 ms [2022-04-20 09:30:05 main:581] : INFO : Epoch 2042 | loss: 0.0311799 | val_loss: 0.0311874 | Time: 1939.76 ms [2022-04-20 09:30:07 main:581] : INFO : Epoch 2043 | loss: 0.03118 | val_loss: 0.0311857 | Time: 1915.03 ms [2022-04-20 09:30:09 main:581] : INFO : Epoch 2044 | loss: 0.0311786 | val_loss: 0.0311861 | Time: 1911.15 ms [2022-04-20 09:30:11 main:581] : INFO : Epoch 2045 | loss: 0.0311788 | val_loss: 0.0311871 | Time: 1915.32 ms [2022-04-20 09:30:13 main:581] : INFO : Epoch 2046 | loss: 0.0311785 | val_loss: 0.0311848 | Time: 1915 ms [2022-04-20 09:30:15 main:581] : INFO : Epoch 2047 | loss: 0.0311821 | val_loss: 0.031187 | Time: 1919.13 ms [2022-04-20 09:30:17 main:581] : INFO : Epoch 2048 | loss: 0.0311847 | val_loss: 0.0311853 | Time: 1917.01 ms [2022-04-20 09:30:17 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311853 [2022-04-20 09:30:17 main:610] : INFO : Saving end state to config to file [2022-04-20 09:30:17 main:615] : INFO : Success, exiting.. 09:30:17 (2728480): 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)