Task 8512309
| Name | ParityModified-1634619834-23200-2_0 |
| Workunit | 6011072 |
| Created | 30 Oct 2021, 8:42:44 UTC |
| Sent | 1 Nov 2021, 22:38:31 UTC |
| Report deadline | 8 Nov 2021, 22:38:31 UTC |
| Received | 2 Nov 2021, 12:52:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16170 |
| Run time | 1 hours 5 min 40 sec |
| CPU time | 1 hours 5 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,499.07 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.45 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 2 08:36:19 main:581] : INFO : Epoch 1538 | loss: 0.0311834 | val_loss: 0.0311938 | Time: 1924.91 ms [2021-11-02 08:36:21 main:581] : INFO : Epoch 1539 | loss: 0.0311844 | val_loss: 0.031193 | Time: 1936.98 ms [2021-11-02 08:36:23 main:581] : INFO : Epoch 1540 | loss: 0.0311824 | val_loss: 0.031193 | Time: 1929.69 ms [2021-11-02 08:36:25 main:581] : INFO : Epoch 1541 | loss: 0.0311858 | val_loss: 0.0311932 | Time: 1931.45 ms [2021-11-02 08:36:27 main:581] : INFO : Epoch 1542 | loss: 0.0311845 | val_loss: 0.0311947 | Time: 1956.3 ms [2021-11-02 08:36:29 main:581] : INFO : Epoch 1543 | loss: 0.0311837 | val_loss: 0.0311923 | Time: 1949.49 ms [2021-11-02 08:36:30 main:581] : INFO : Epoch 1544 | loss: 0.0311845 | val_loss: 0.0311977 | Time: 1930.95 ms [2021-11-02 08:36:32 main:581] : INFO : Epoch 1545 | loss: 0.0311875 | val_loss: 0.0311922 | Time: 1946 ms [2021-11-02 08:36:34 main:581] : INFO : Epoch 1546 | loss: 0.0311875 | val_loss: 0.0311949 | Time: 1950.04 ms [2021-11-02 08:36:36 main:581] : INFO : Epoch 1547 | loss: 0.0311856 | val_loss: 0.0311891 | Time: 1944.8 ms [2021-11-02 08:36:38 main:581] : INFO : Epoch 1548 | loss: 0.031186 | val_loss: 0.0311914 | Time: 1945.5 ms [2021-11-02 08:36:40 main:581] : INFO : Epoch 1549 | loss: 0.0311852 | val_loss: 0.0311909 | Time: 1933.38 ms [2021-11-02 08:36:42 main:581] : INFO : Epoch 1550 | loss: 0.0311855 | val_loss: 0.0311955 | Time: 1926.03 ms [2021-11-02 08:36:44 main:581] : INFO : Epoch 1551 | loss: 0.0311882 | val_loss: 0.0311906 | Time: 1927.87 ms [2021-11-02 08:36:46 main:581] : INFO : Epoch 1552 | loss: 0.0311841 | val_loss: 0.0311985 | Time: 1943.73 ms [2021-11-02 08:36:48 main:581] : INFO : Epoch 1553 | loss: 0.0311867 | val_loss: 0.0311976 | Time: 1957.1 ms [2021-11-02 08:36:50 main:581] : INFO : Epoch 1554 | loss: 0.0311871 | val_loss: 0.0311908 | Time: 1919.12 ms [2021-11-02 08:36:52 main:581] : INFO : Epoch 1555 | loss: 0.0311845 | val_loss: 0.031193 | Time: 1918.38 ms [2021-11-02 08:36:54 main:581] : INFO : Epoch 1556 | loss: 0.0311847 | val_loss: 0.0311931 | Time: 1933.27 ms [2021-11-02 08:36:56 main:581] : INFO : Epoch 1557 | loss: 0.0311859 | val_loss: 0.0311922 | Time: 1934.18 ms [2021-11-02 08:36:58 main:581] : INFO : Epoch 1558 | loss: 0.031185 | val_loss: 0.0311917 | Time: 1947.72 ms [2021-11-02 08:37:00 main:581] : INFO : Epoch 1559 | loss: 0.0311848 | val_loss: 0.0311942 | Time: 1951.62 ms [2021-11-02 08:37:02 main:581] : INFO : Epoch 1560 | loss: 0.0311844 | val_loss: 0.0311909 | Time: 1945.06 ms [2021-11-02 08:37:03 main:581] : INFO : Epoch 1561 | loss: 0.0311838 | val_loss: 0.031195 | Time: 1937.76 ms [2021-11-02 08:37:05 main:581] : INFO : Epoch 1562 | loss: 0.0311858 | val_loss: 0.0311923 | Time: 1950.91 ms [2021-11-02 08:37:07 main:581] : INFO : Epoch 1563 | loss: 0.031184 | val_loss: 0.0311931 | Time: 1925.7 ms [2021-11-02 08:37:09 main:581] : INFO : Epoch 1564 | loss: 0.0311847 | val_loss: 0.0311935 | Time: 1938.43 ms [2021-11-02 08:37:11 main:581] : INFO : Epoch 1565 | loss: 0.0311836 | val_loss: 0.0311915 | Time: 1938.2 ms [2021-11-02 08:37:13 main:581] : INFO : Epoch 1566 | loss: 0.0311847 | val_loss: 0.0311933 | Time: 1915.42 ms [2021-11-02 08:37:15 main:581] : INFO : Epoch 1567 | loss: 0.0311857 | val_loss: 0.0311911 | Time: 1951.31 ms [2021-11-02 08:37:17 main:581] : INFO : Epoch 1568 | loss: 0.0311826 | val_loss: 0.0311943 | Time: 1934.57 ms [2021-11-02 08:37:19 main:581] : INFO : Epoch 1569 | loss: 0.0311845 | val_loss: 0.0311984 | Time: 1936.73 ms [2021-11-02 08:37:21 main:581] : INFO : Epoch 1570 | loss: 0.0311842 | val_loss: 0.0311901 | Time: 1934.91 ms [2021-11-02 08:37:23 main:581] : INFO : Epoch 1571 | loss: 0.0311827 | val_loss: 0.0311912 | Time: 1921.1 ms [2021-11-02 08:37:25 main:581] : INFO : Epoch 1572 | loss: 0.0311855 | val_loss: 0.0311931 | Time: 1937.12 ms [2021-11-02 08:37:27 main:581] : INFO : Epoch 1573 | loss: 0.0311839 | val_loss: 0.0311942 | Time: 1929.59 ms [2021-11-02 08:37:29 main:581] : INFO : Epoch 1574 | loss: 0.0311832 | val_loss: 0.0311917 | Time: 1938.6 ms [2021-11-02 08:37:31 main:581] : INFO : Epoch 1575 | loss: 0.0311824 | val_loss: 0.0311908 | Time: 1934.6 ms [2021-11-02 08:37:32 main:581] : INFO : Epoch 1576 | loss: 0.0311813 | val_loss: 0.031189 | Time: 1945.4 ms [2021-11-02 08:37:34 main:581] : INFO : Epoch 1577 | loss: 0.0311817 | val_loss: 0.0311933 | Time: 1930.7 ms [2021-11-02 08:37:36 main:581] : INFO : Epoch 1578 | loss: 0.0311829 | val_loss: 0.0311911 | Time: 1937.82 ms [2021-11-02 08:37:38 main:581] : INFO : Epoch 1579 | loss: 0.0311824 | val_loss: 0.031192 | Time: 1936.07 ms [2021-11-02 08:37:40 main:581] : INFO : Epoch 1580 | loss: 0.0311828 | val_loss: 0.0311939 | Time: 1934.94 ms [2021-11-02 08:37:42 main:581] : INFO : Epoch 1581 | loss: 0.0311819 | val_loss: 0.0311944 | Time: 1930.09 ms [2021-11-02 08:37:44 main:581] : INFO : Epoch 1582 | loss: 0.0311849 | val_loss: 0.0311935 | Time: 1923.38 ms [2021-11-02 08:37:46 main:581] : INFO : Epoch 1583 | loss: 0.0311829 | val_loss: 0.0311935 | Time: 1943.28 ms [2021-11-02 08:37:48 main:581] : INFO : Epoch 1584 | loss: 0.0311831 | val_loss: 0.0311925 | Time: 1945.8 ms [2021-11-02 08:37:50 main:581] : INFO : Epoch 1585 | loss: 0.0311842 | val_loss: 0.0311964 | Time: 1943.33 ms [2021-11-02 08:37:52 main:581] : INFO : Epoch 1586 | loss: 0.0311845 | val_loss: 0.0311936 | Time: 1949.87 ms [2021-11-02 08:37:54 main:581] : INFO : Epoch 1587 | loss: 0.0311832 | val_loss: 0.0311914 | Time: 1936.74 ms [2021-11-02 08:37:56 main:581] : INFO : Epoch 1588 | loss: 0.0311841 | val_loss: 0.0311966 | Time: 1917.13 ms [2021-11-02 08:37:58 main:581] : INFO : Epoch 1589 | loss: 0.031185 | val_loss: 0.0311951 | Time: 1913.93 ms [2021-11-02 08:38:00 main:581] : INFO : Epoch 1590 | loss: 0.0311827 | val_loss: 0.0311908 | Time: 1913.86 ms [2021-11-02 08:38:01 main:581] : INFO : Epoch 1591 | loss: 0.0311833 | val_loss: 0.0311927 | Time: 1933.02 ms [2021-11-02 08:38:03 main:581] : INFO : Epoch 1592 | loss: 0.0311833 | val_loss: 0.0311971 | Time: 1937.67 ms [2021-11-02 08:38:05 main:581] : INFO : Epoch 1593 | loss: 0.0311833 | val_loss: 0.0311913 | Time: 1937.92 ms [2021-11-02 08:38:07 main:581] : INFO : Epoch 1594 | loss: 0.0311818 | val_loss: 0.0311923 | Time: 1931.46 ms [2021-11-02 08:38:09 main:581] : INFO : Epoch 1595 | loss: 0.031182 | val_loss: 0.0311971 | Time: 1936.03 ms [2021-11-02 08:38:11 main:581] : INFO : Epoch 1596 | loss: 0.0311848 | val_loss: 0.0311932 | Time: 1931.64 ms [2021-11-02 08:38:13 main:581] : INFO : Epoch 1597 | loss: 0.0311865 | val_loss: 0.0311919 | Time: 1924.2 ms [2021-11-02 08:38:15 main:581] : INFO : Epoch 1598 | loss: 0.0311857 | val_loss: 0.0311918 | Time: 1941.26 ms [2021-11-02 08:38:17 main:581] : INFO : Epoch 1599 | loss: 0.0311869 | val_loss: 0.0311906 | Time: 1944.46 ms [2021-11-02 08:38:19 main:581] : INFO : Epoch 1600 | loss: 0.0311845 | val_loss: 0.0311951 | Time: 1943.79 ms [2021-11-02 08:38:21 main:581] : INFO : Epoch 1601 | loss: 0.0311871 | val_loss: 0.0311924 | Time: 1927.85 ms [2021-11-02 08:38:23 main:581] : INFO : Epoch 1602 | loss: 0.0311839 | val_loss: 0.0311939 | Time: 1919.96 ms [2021-11-02 08:38:25 main:581] : INFO : Epoch 1603 | loss: 0.0311842 | val_loss: 0.0311943 | Time: 1951.97 ms [2021-11-02 08:38:27 main:581] : INFO : Epoch 1604 | loss: 0.0311838 | val_loss: 0.0311947 | Time: 1937.89 ms [2021-11-02 08:38:29 main:581] : INFO : Epoch 1605 | loss: 0.031193 | val_loss: 0.0312043 | Time: 1953.06 ms [2021-11-02 08:38:30 main:581] : INFO : Epoch 1606 | loss: 0.031202 | val_loss: 0.0312039 | Time: 1901.18 ms [2021-11-02 08:38:32 main:581] : INFO : Epoch 1607 | loss: 0.0311952 | val_loss: 0.0311953 | Time: 1921.12 ms [2021-11-02 08:38:34 main:581] : INFO : Epoch 1608 | loss: 0.0311918 | val_loss: 0.0311942 | Time: 1933.76 ms [2021-11-02 08:38:36 main:581] : INFO : Epoch 1609 | loss: 0.0311895 | val_loss: 0.0311912 | Time: 1924.32 ms [2021-11-02 08:38:38 main:581] : INFO : Epoch 1610 | loss: 0.0311882 | val_loss: 0.031191 | Time: 1919.23 ms [2021-11-02 08:38:40 main:581] : INFO : Epoch 1611 | loss: 0.0311876 | val_loss: 0.0311915 | Time: 1911.93 ms [2021-11-02 08:38:42 main:581] : INFO : Epoch 1612 | loss: 0.0311892 | val_loss: 0.0311939 | Time: 1868.07 ms [2021-11-02 08:38:44 main:581] : INFO : Epoch 1613 | loss: 0.0311886 | val_loss: 0.0311916 | Time: 1857.93 ms [2021-11-02 08:38:46 main:581] : INFO : Epoch 1614 | loss: 0.0311879 | val_loss: 0.031194 | Time: 1905.04 ms [2021-11-02 08:38:48 main:581] : INFO : Epoch 1615 | loss: 0.0311884 | val_loss: 0.0311917 | Time: 1915.79 ms [2021-11-02 08:38:50 main:581] : INFO : Epoch 1616 | loss: 0.0311861 | val_loss: 0.031193 | Time: 1931.25 ms [2021-11-02 08:38:52 main:581] : INFO : Epoch 1617 | loss: 0.0311899 | val_loss: 0.0311942 | Time: 1934.6 ms [2021-11-02 08:38:53 main:581] : INFO : Epoch 1618 | loss: 0.0311892 | val_loss: 0.0311934 | Time: 1918.06 ms [2021-11-02 08:38:55 main:581] : INFO : Epoch 1619 | loss: 0.0311853 | val_loss: 0.0311902 | Time: 1926.99 ms [2021-11-02 08:38:57 main:581] : INFO : Epoch 1620 | loss: 0.031185 | val_loss: 0.0311983 | Time: 1948.33 ms [2021-11-02 08:38:59 main:581] : INFO : Epoch 1621 | loss: 0.0311883 | val_loss: 0.0311986 | Time: 1913.64 ms [2021-11-02 08:39:01 main:581] : INFO : Epoch 1622 | loss: 0.031187 | val_loss: 0.0311916 | Time: 1921.49 ms [2021-11-02 08:39:03 main:581] : INFO : Epoch 1623 | loss: 0.0311853 | val_loss: 0.031191 | Time: 1938.44 ms [2021-11-02 08:39:05 main:581] : INFO : Epoch 1624 | loss: 0.0311842 | val_loss: 0.0311915 | Time: 1941.63 ms [2021-11-02 08:39:07 main:581] : INFO : Epoch 1625 | loss: 0.0311849 | val_loss: 0.0311907 | Time: 1948.36 ms [2021-11-02 08:39:09 main:581] : INFO : Epoch 1626 | loss: 0.0311859 | val_loss: 0.0311889 | Time: 1962.58 ms [2021-11-02 08:39:11 main:581] : INFO : Epoch 1627 | loss: 0.0311843 | val_loss: 0.0311895 | Time: 1936.23 ms [2021-11-02 08:39:13 main:581] : INFO : Epoch 1628 | loss: 0.0311842 | val_loss: 0.0311877 | Time: 1916.88 ms [2021-11-02 08:39:15 main:581] : INFO : Epoch 1629 | loss: 0.031184 | val_loss: 0.0311884 | Time: 1919.29 ms [2021-11-02 08:39:17 main:581] : INFO : Epoch 1630 | loss: 0.0311848 | val_loss: 0.0311908 | Time: 1921.51 ms [2021-11-02 08:39:19 main:581] : INFO : Epoch 1631 | loss: 0.0311844 | val_loss: 0.0311886 | Time: 1940.35 ms [2021-11-02 08:39:21 main:581] : INFO : Epoch 1632 | loss: 0.0311866 | val_loss: 0.0311981 | Time: 1948.91 ms [2021-11-02 08:39:22 main:581] : INFO : Epoch 1633 | loss: 0.0311869 | val_loss: 0.031188 | Time: 1957.94 ms [2021-11-02 08:39:24 main:581] : INFO : Epoch 1634 | loss: 0.0311842 | val_loss: 0.0311896 | Time: 1916.06 ms [2021-11-02 08:39:26 main:581] : INFO : Epoch 1635 | loss: 0.0311837 | val_loss: 0.0311902 | Time: 1941.48 ms [2021-11-02 08:39:28 main:581] : INFO : Epoch 1636 | loss: 0.0311829 | val_loss: 0.0311884 | Time: 1929.7 ms [2021-11-02 08:39:30 main:581] : INFO : Epoch 1637 | loss: 0.0311845 | val_loss: 0.0311936 | Time: 1929.85 ms [2021-11-02 08:39:32 main:581] : INFO : Epoch 1638 | loss: 0.0311848 | val_loss: 0.0311894 | Time: 1934.28 ms [2021-11-02 08:39:34 main:581] : INFO : Epoch 1639 | loss: 0.0311842 | val_loss: 0.0311893 | Time: 1934.99 ms [2021-11-02 08:39:36 main:581] : INFO : Epoch 1640 | loss: 0.0311836 | val_loss: 0.031193 | Time: 1946.71 ms [2021-11-02 08:39:38 main:581] : INFO : Epoch 1641 | loss: 0.0311832 | val_loss: 0.0311927 | Time: 1941.25 ms [2021-11-02 08:39:40 main:581] : INFO : Epoch 1642 | loss: 0.0311823 | val_loss: 0.0311905 | Time: 1952.58 ms [2021-11-02 08:39:42 main:581] : INFO : Epoch 1643 | loss: 0.0311832 | val_loss: 0.0311995 | Time: 1920.85 ms [2021-11-02 08:39:44 main:581] : INFO : Epoch 1644 | loss: 0.0311845 | val_loss: 0.0311887 | Time: 1915.81 ms [2021-11-02 08:39:46 main:581] : INFO : Epoch 1645 | loss: 0.0311833 | val_loss: 0.031187 | Time: 1903.89 ms [2021-11-02 08:39:48 main:581] : INFO : Epoch 1646 | loss: 0.0311834 | val_loss: 0.031187 | Time: 1922.19 ms [2021-11-02 08:39:50 main:581] : INFO : Epoch 1647 | loss: 0.031183 | val_loss: 0.0311881 | Time: 1933.37 ms [2021-11-02 08:39:51 main:581] : INFO : Epoch 1648 | loss: 0.0311828 | val_loss: 0.0311897 | Time: 1924.64 ms [2021-11-02 08:39:53 main:581] : INFO : Epoch 1649 | loss: 0.0311824 | val_loss: 0.0311864 | Time: 1908.09 ms [2021-11-02 08:39:55 main:581] : INFO : Epoch 1650 | loss: 0.0311817 | val_loss: 0.0311858 | Time: 1934.09 ms [2021-11-02 08:39:57 main:581] : INFO : Epoch 1651 | loss: 0.0311842 | val_loss: 0.031192 | Time: 1913.94 ms [2021-11-02 08:39:59 main:581] : INFO : Epoch 1652 | loss: 0.0311873 | val_loss: 0.031198 | Time: 1901.05 ms [2021-11-02 08:40:01 main:581] : INFO : Epoch 1653 | loss: 0.0311904 | val_loss: 0.0311978 | Time: 1927.43 ms [2021-11-02 08:40:03 main:581] : INFO : Epoch 1654 | loss: 0.0311863 | val_loss: 0.031189 | Time: 1923.6 ms [2021-11-02 08:40:05 main:581] : INFO : Epoch 1655 | loss: 0.0311838 | val_loss: 0.0311915 | Time: 1932.83 ms [2021-11-02 08:40:07 main:581] : INFO : Epoch 1656 | loss: 0.0311829 | val_loss: 0.0311883 | Time: 1896 ms [2021-11-02 08:40:09 main:581] : INFO : Epoch 1657 | loss: 0.0311849 | val_loss: 0.0311867 | Time: 1896.64 ms [2021-11-02 08:40:11 main:581] : INFO : Epoch 1658 | loss: 0.0311838 | val_loss: 0.03119 | Time: 1955.38 ms [2021-11-02 08:40:13 main:581] : INFO : Epoch 1659 | loss: 0.0311824 | val_loss: 0.0311867 | Time: 1940.08 ms [2021-11-02 08:40:14 main:581] : INFO : Epoch 1660 | loss: 0.0311838 | val_loss: 0.0311887 | Time: 1929.82 ms [2021-11-02 08:40:16 main:581] : INFO : Epoch 1661 | loss: 0.0311825 | val_loss: 0.0311867 | Time: 1907.78 ms [2021-11-02 08:40:18 main:581] : INFO : Epoch 1662 | loss: 0.0311844 | val_loss: 0.031186 | Time: 1907.39 ms [2021-11-02 08:40:20 main:581] : INFO : Epoch 1663 | loss: 0.0311821 | val_loss: 0.0311849 | Time: 1889.73 ms [2021-11-02 08:40:22 main:581] : INFO : Epoch 1664 | loss: 0.0311803 | val_loss: 0.031186 | Time: 1874.97 ms [2021-11-02 08:40:24 main:581] : INFO : Epoch 1665 | loss: 0.0311811 | val_loss: 0.0311852 | Time: 1858.51 ms [2021-11-02 08:40:26 main:581] : INFO : Epoch 1666 | loss: 0.0311805 | val_loss: 0.0311849 | Time: 1856.58 ms [2021-11-02 08:40:28 main:581] : INFO : Epoch 1667 | loss: 0.0311798 | val_loss: 0.031186 | Time: 1871.72 ms [2021-11-02 08:40:30 main:581] : INFO : Epoch 1668 | loss: 0.0311795 | val_loss: 0.0311828 | Time: 1859.6 ms [2021-11-02 08:40:31 main:581] : INFO : Epoch 1669 | loss: 0.0311786 | val_loss: 0.0311864 | Time: 1920.24 ms [2021-11-02 08:40:33 main:581] : INFO : Epoch 1670 | loss: 0.0311782 | val_loss: 0.0311859 | Time: 1938.36 ms [2021-11-02 08:40:35 main:581] : INFO : Epoch 1671 | loss: 0.0311803 | val_loss: 0.0311847 | Time: 1917.02 ms [2021-11-02 08:40:37 main:581] : INFO : Epoch 1672 | loss: 0.0311788 | val_loss: 0.0311851 | Time: 1897.84 ms [2021-11-02 08:40:39 main:581] : INFO : Epoch 1673 | loss: 0.0311792 | val_loss: 0.0311856 | Time: 1919.03 ms [2021-11-02 08:40:41 main:581] : INFO : Epoch 1674 | loss: 0.0311798 | val_loss: 0.0311858 | Time: 1920.07 ms [2021-11-02 08:40:43 main:581] : INFO : Epoch 1675 | loss: 0.0311797 | val_loss: 0.031186 | Time: 1919.84 ms [2021-11-02 08:40:45 main:581] : INFO : Epoch 1676 | loss: 0.0311793 | val_loss: 0.0311885 | Time: 1918.68 ms [2021-11-02 08:40:47 main:581] : INFO : Epoch 1677 | loss: 0.0311798 | val_loss: 0.0311864 | Time: 1919.01 ms [2021-11-02 08:40:49 main:581] : INFO : Epoch 1678 | loss: 0.031182 | val_loss: 0.0311872 | Time: 1927.24 ms [2021-11-02 08:40:51 main:581] : INFO : Epoch 1679 | loss: 0.031189 | val_loss: 0.0311959 | Time: 1943.58 ms [2021-11-02 08:40:53 main:581] : INFO : Epoch 1680 | loss: 0.0311915 | val_loss: 0.0311869 | Time: 1949.5 ms [2021-11-02 08:40:55 main:581] : INFO : Epoch 1681 | loss: 0.0311836 | val_loss: 0.0311838 | Time: 1952.23 ms [2021-11-02 08:40:57 main:581] : INFO : Epoch 1682 | loss: 0.0311816 | val_loss: 0.0311843 | Time: 1937.98 ms [2021-11-02 08:40:58 main:581] : INFO : Epoch 1683 | loss: 0.0311828 | val_loss: 0.0311844 | Time: 1927.22 ms [2021-11-02 08:41:00 main:581] : INFO : Epoch 1684 | loss: 0.031181 | val_loss: 0.0311841 | Time: 1937 ms [2021-11-02 08:41:02 main:581] : INFO : Epoch 1685 | loss: 0.0311802 | val_loss: 0.031183 | Time: 1903.99 ms [2021-11-02 08:41:04 main:581] : INFO : Epoch 1686 | loss: 0.0311816 | val_loss: 0.0311831 | Time: 1909.35 ms [2021-11-02 08:41:06 main:581] : INFO : Epoch 1687 | loss: 0.0311795 | val_loss: 0.0311839 | Time: 1925.03 ms [2021-11-02 08:41:08 main:581] : INFO : Epoch 1688 | loss: 0.0311802 | val_loss: 0.0311825 | Time: 1902.64 ms [2021-11-02 08:41:10 main:581] : INFO : Epoch 1689 | loss: 0.0311793 | val_loss: 0.0311829 | Time: 1913.16 ms [2021-11-02 08:41:12 main:581] : INFO : Epoch 1690 | loss: 0.031181 | val_loss: 0.0311812 | Time: 1933.75 ms [2021-11-02 08:41:14 main:581] : INFO : Epoch 1691 | loss: 0.0311798 | val_loss: 0.0311837 | Time: 1882.4 ms [2021-11-02 08:41:16 main:581] : INFO : Epoch 1692 | loss: 0.031178 | val_loss: 0.0311816 | Time: 1946.86 ms [2021-11-02 08:41:18 main:581] : INFO : Epoch 1693 | loss: 0.0311779 | val_loss: 0.0311833 | Time: 1932.58 ms [2021-11-02 08:41:20 main:581] : INFO : Epoch 1694 | loss: 0.0311774 | val_loss: 0.0311812 | Time: 1927.8 ms [2021-11-02 08:41:21 main:581] : INFO : Epoch 1695 | loss: 0.0311777 | val_loss: 0.0311816 | Time: 1940.95 ms [2021-11-02 08:41:23 main:581] : INFO : Epoch 1696 | loss: 0.0311763 | val_loss: 0.0311875 | Time: 1948.24 ms [2021-11-02 08:41:25 main:581] : INFO : Epoch 1697 | loss: 0.031177 | val_loss: 0.0311798 | Time: 1887.61 ms [2021-11-02 08:41:27 main:581] : INFO : Epoch 1698 | loss: 0.0311734 | val_loss: 0.0311835 | Time: 1949.87 ms [2021-11-02 08:41:29 main:581] : INFO : Epoch 1699 | loss: 0.0311729 | val_loss: 0.0311831 | Time: 1919.18 ms [2021-11-02 08:41:31 main:581] : INFO : Epoch 1700 | loss: 0.0311707 | val_loss: 0.03118 | Time: 1930.95 ms [2021-11-02 08:41:33 main:581] : INFO : Epoch 1701 | loss: 0.0311703 | val_loss: 0.0311779 | Time: 1938.22 ms [2021-11-02 08:41:35 main:581] : INFO : Epoch 1702 | loss: 0.0311709 | val_loss: 0.0311777 | Time: 1868.86 ms [2021-11-02 08:41:37 main:581] : INFO : Epoch 1703 | loss: 0.0311707 | val_loss: 0.0311796 | Time: 1885.93 ms [2021-11-02 08:41:39 main:581] : INFO : Epoch 1704 | loss: 0.0311749 | val_loss: 0.0311829 | Time: 1923.42 ms [2021-11-02 08:41:41 main:581] : INFO : Epoch 1705 | loss: 0.0311739 | val_loss: 0.0311795 | Time: 1944.4 ms [2021-11-02 08:41:43 main:581] : INFO : Epoch 1706 | loss: 0.031175 | val_loss: 0.0311783 | Time: 1930.29 ms [2021-11-02 08:41:45 main:581] : INFO : Epoch 1707 | loss: 0.0311734 | val_loss: 0.0311799 | Time: 1927.53 ms [2021-11-02 08:41:46 main:581] : INFO : Epoch 1708 | loss: 0.0311747 | val_loss: 0.031193 | Time: 1930.23 ms [2021-11-02 08:41:48 main:581] : INFO : Epoch 1709 | loss: 0.0311754 | val_loss: 0.031177 | Time: 1945.6 ms [2021-11-02 08:41:50 main:581] : INFO : Epoch 1710 | loss: 0.0311714 | val_loss: 0.0311782 | Time: 1919.84 ms [2021-11-02 08:41:52 main:581] : INFO : Epoch 1711 | loss: 0.0311762 | val_loss: 0.0311862 | Time: 1857.76 ms [2021-11-02 08:41:54 main:581] : INFO : Epoch 1712 | loss: 0.0311724 | val_loss: 0.0311855 | Time: 1908.45 ms [2021-11-02 08:41:56 main:581] : INFO : Epoch 1713 | loss: 0.0311742 | val_loss: 0.0311859 | Time: 1920.57 ms [2021-11-02 08:41:58 main:581] : INFO : Epoch 1714 | loss: 0.0311734 | val_loss: 0.0311769 | Time: 1856.58 ms [2021-11-02 08:42:00 main:581] : INFO : Epoch 1715 | loss: 0.0311705 | val_loss: 0.0311784 | Time: 1852.78 ms [2021-11-02 08:42:02 main:581] : INFO : Epoch 1716 | loss: 0.0311713 | val_loss: 0.0311808 | Time: 1850.39 ms [2021-11-02 08:42:03 main:581] : INFO : Epoch 1717 | loss: 0.0311711 | val_loss: 0.0311798 | Time: 1878.01 ms [2021-11-02 08:42:05 main:581] : INFO : Epoch 1718 | loss: 0.0311695 | val_loss: 0.0311774 | Time: 1922.22 ms [2021-11-02 08:42:07 main:581] : INFO : Epoch 1719 | loss: 0.0311693 | val_loss: 0.0311809 | Time: 1925.76 ms [2021-11-02 08:42:09 main:581] : INFO : Epoch 1720 | loss: 0.031169 | val_loss: 0.0311792 | Time: 1938.34 ms [2021-11-02 08:42:11 main:581] : INFO : Epoch 1721 | loss: 0.0311682 | val_loss: 0.0311765 | Time: 1930.55 ms [2021-11-02 08:42:13 main:581] : INFO : Epoch 1722 | loss: 0.0311681 | val_loss: 0.0311768 | Time: 1956.87 ms [2021-11-02 08:42:15 main:581] : INFO : Epoch 1723 | loss: 0.0311684 | val_loss: 0.0311775 | Time: 1918.47 ms [2021-11-02 08:42:17 main:581] : INFO : Epoch 1724 | loss: 0.0311705 | val_loss: 0.0311761 | Time: 1930.08 ms [2021-11-02 08:42:19 main:581] : INFO : Epoch 1725 | loss: 0.0311749 | val_loss: 0.0311809 | Time: 1936.38 ms [2021-11-02 08:42:21 main:581] : INFO : Epoch 1726 | loss: 0.0311712 | val_loss: 0.0311761 | Time: 1927.13 ms [2021-11-02 08:42:23 main:581] : INFO : Epoch 1727 | loss: 0.0311706 | val_loss: 0.0311781 | Time: 1931.25 ms [2021-11-02 08:42:25 main:581] : INFO : Epoch 1728 | loss: 0.0311694 | val_loss: 0.0311778 | Time: 1935.87 ms [2021-11-02 08:42:27 main:581] : INFO : Epoch 1729 | loss: 0.031169 | val_loss: 0.0311787 | Time: 1916.96 ms [2021-11-02 08:42:29 main:581] : INFO : Epoch 1730 | loss: 0.0311694 | val_loss: 0.031176 | Time: 1867.07 ms [2021-11-02 08:42:30 main:581] : INFO : Epoch 1731 | loss: 0.0311702 | val_loss: 0.0311756 | Time: 1928.26 ms [2021-11-02 08:42:32 main:581] : INFO : Epoch 1732 | loss: 0.031169 | val_loss: 0.0311761 | Time: 1884.52 ms [2021-11-02 08:42:34 main:581] : INFO : Epoch 1733 | loss: 0.0311697 | val_loss: 0.0311785 | Time: 1858.71 ms [2021-11-02 08:42:36 main:581] : INFO : Epoch 1734 | loss: 0.0311684 | val_loss: 0.0311769 | Time: 1936.66 ms [2021-11-02 08:42:38 main:581] : INFO : Epoch 1735 | loss: 0.0311703 | val_loss: 0.0311799 | Time: 1922.67 ms [2021-11-02 08:42:40 main:581] : INFO : Epoch 1736 | loss: 0.0311696 | val_loss: 0.0311771 | Time: 1922.87 ms [2021-11-02 08:42:42 main:581] : INFO : Epoch 1737 | loss: 0.03117 | val_loss: 0.0311748 | Time: 1913.71 ms [2021-11-02 08:42:44 main:581] : INFO : Epoch 1738 | loss: 0.0311719 | val_loss: 0.0311746 | Time: 1922.01 ms [2021-11-02 08:42:46 main:581] : INFO : Epoch 1739 | loss: 0.0311691 | val_loss: 0.0311749 | Time: 1943.44 ms [2021-11-02 08:42:48 main:581] : INFO : Epoch 1740 | loss: 0.0311684 | val_loss: 0.0311743 | Time: 1934.86 ms [2021-11-02 08:42:50 main:581] : INFO : Epoch 1741 | loss: 0.0311679 | val_loss: 0.0311735 | Time: 1940.7 ms [2021-11-02 08:42:52 main:581] : INFO : Epoch 1742 | loss: 0.0311681 | val_loss: 0.0311762 | Time: 1941.48 ms [2021-11-02 08:42:54 main:581] : INFO : Epoch 1743 | loss: 0.0311681 | val_loss: 0.0311743 | Time: 1946.4 ms [2021-11-02 08:42:55 main:581] : INFO : Epoch 1744 | loss: 0.0311684 | val_loss: 0.0311785 | Time: 1928.48 ms [2021-11-02 08:42:57 main:581] : INFO : Epoch 1745 | loss: 0.0311691 | val_loss: 0.0311752 | Time: 1936.91 ms [2021-11-02 08:42:59 main:581] : INFO : Epoch 1746 | loss: 0.0311704 | val_loss: 0.0311727 | Time: 1875.44 ms [2021-11-02 08:43:01 main:581] : INFO : Epoch 1747 | loss: 0.031172 | val_loss: 0.0311754 | Time: 1859.46 ms [2021-11-02 08:43:03 main:581] : INFO : Epoch 1748 | loss: 0.0311741 | val_loss: 0.0311816 | Time: 1905.26 ms [2021-11-02 08:43:05 main:581] : INFO : Epoch 1749 | loss: 0.0311689 | val_loss: 0.0311764 | Time: 1858.34 ms [2021-11-02 08:43:07 main:581] : INFO : Epoch 1750 | loss: 0.031173 | val_loss: 0.0311762 | Time: 1858.88 ms [2021-11-02 08:43:09 main:581] : INFO : Epoch 1751 | loss: 0.0311692 | val_loss: 0.0311736 | Time: 1859.15 ms [2021-11-02 08:43:10 main:581] : INFO : Epoch 1752 | loss: 0.0311669 | val_loss: 0.0311768 | Time: 1857.82 ms [2021-11-02 08:43:12 main:581] : INFO : Epoch 1753 | loss: 0.0311681 | val_loss: 0.0311731 | Time: 1869.88 ms [2021-11-02 08:43:14 main:581] : INFO : Epoch 1754 | loss: 0.0311665 | val_loss: 0.0311756 | Time: 1862.5 ms [2021-11-02 08:43:16 main:581] : INFO : Epoch 1755 | loss: 0.0311686 | val_loss: 0.0311754 | Time: 1859.73 ms [2021-11-02 08:43:18 main:581] : INFO : Epoch 1756 | loss: 0.0311683 | val_loss: 0.0311749 | Time: 1889.71 ms [2021-11-02 08:43:20 main:581] : INFO : Epoch 1757 | loss: 0.0311679 | val_loss: 0.031176 | Time: 1943.04 ms [2021-11-02 08:43:22 main:581] : INFO : Epoch 1758 | loss: 0.0311701 | val_loss: 0.0311748 | Time: 1937.03 ms [2021-11-02 08:43:24 main:581] : INFO : Epoch 1759 | loss: 0.0311692 | val_loss: 0.0311741 | Time: 1954.32 ms [2021-11-02 08:43:26 main:581] : INFO : Epoch 1760 | loss: 0.0311679 | val_loss: 0.0311766 | Time: 1864.02 ms [2021-11-02 08:43:27 main:581] : INFO : Epoch 1761 | loss: 0.0311673 | val_loss: 0.0311732 | Time: 1856.68 ms [2021-11-02 08:43:29 main:581] : INFO : Epoch 1762 | loss: 0.0311659 | val_loss: 0.0311728 | Time: 1855.66 ms [2021-11-02 08:43:31 main:581] : INFO : Epoch 1763 | loss: 0.0311669 | val_loss: 0.0311729 | Time: 1857.73 ms [2021-11-02 08:43:33 main:581] : INFO : Epoch 1764 | loss: 0.0311661 | val_loss: 0.0311722 | Time: 1875.22 ms [2021-11-02 08:43:35 main:581] : INFO : Epoch 1765 | loss: 0.0311651 | val_loss: 0.0311718 | Time: 1886.78 ms [2021-11-02 08:43:37 main:581] : INFO : Epoch 1766 | loss: 0.031166 | val_loss: 0.0311802 | Time: 1922.3 ms [2021-11-02 08:43:39 main:581] : INFO : Epoch 1767 | loss: 0.0311699 | val_loss: 0.031179 | Time: 1917.8 ms [2021-11-02 08:43:41 main:581] : INFO : Epoch 1768 | loss: 0.0311667 | val_loss: 0.031173 | Time: 1913.13 ms [2021-11-02 08:43:43 main:581] : INFO : Epoch 1769 | loss: 0.0311653 | val_loss: 0.0311717 | Time: 1880.17 ms [2021-11-02 08:43:45 main:581] : INFO : Epoch 1770 | loss: 0.031165 | val_loss: 0.0311764 | Time: 1958.46 ms [2021-11-02 08:43:46 main:581] : INFO : Epoch 1771 | loss: 0.0311683 | val_loss: 0.0311766 | Time: 1943.65 ms [2021-11-02 08:43:48 main:581] : INFO : Epoch 1772 | loss: 0.0311702 | val_loss: 0.0311732 | Time: 1917.75 ms [2021-11-02 08:43:50 main:581] : INFO : Epoch 1773 | loss: 0.0311661 | val_loss: 0.0311738 | Time: 1918.69 ms [2021-11-02 08:43:52 main:581] : INFO : Epoch 1774 | loss: 0.0311642 | val_loss: 0.0311721 | Time: 1902.81 ms [2021-11-02 08:43:54 main:581] : INFO : Epoch 1775 | loss: 0.0311633 | val_loss: 0.0311736 | Time: 1928.24 ms [2021-11-02 08:43:56 main:581] : INFO : Epoch 1776 | loss: 0.031164 | val_loss: 0.0311735 | Time: 1944.19 ms [2021-11-02 08:43:58 main:581] : INFO : Epoch 1777 | loss: 0.0311629 | val_loss: 0.0311715 | Time: 1933.8 ms [2021-11-02 08:44:00 main:581] : INFO : Epoch 1778 | loss: 0.0311634 | val_loss: 0.0311734 | Time: 1935.88 ms [2021-11-02 08:44:02 main:581] : INFO : Epoch 1779 | loss: 0.0311625 | val_loss: 0.0311726 | Time: 1940.72 ms [2021-11-02 08:44:04 main:581] : INFO : Epoch 1780 | loss: 0.0311644 | val_loss: 0.0311789 | Time: 1918.27 ms [2021-11-02 08:44:06 main:581] : INFO : Epoch 1781 | loss: 0.0311633 | val_loss: 0.0311738 | Time: 1906.13 ms [2021-11-02 08:44:08 main:581] : INFO : Epoch 1782 | loss: 0.0311633 | val_loss: 0.031174 | Time: 1898.1 ms [2021-11-02 08:44:10 main:581] : INFO : Epoch 1783 | loss: 0.0311637 | val_loss: 0.0311714 | Time: 1891.05 ms [2021-11-02 08:44:11 main:581] : INFO : Epoch 1784 | loss: 0.0311653 | val_loss: 0.0311777 | Time: 1898.3 ms [2021-11-02 08:44:13 main:581] : INFO : Epoch 1785 | loss: 0.0311653 | val_loss: 0.0311729 | Time: 1898.48 ms [2021-11-02 08:44:15 main:581] : INFO : Epoch 1786 | loss: 0.0311634 | val_loss: 0.0311766 | Time: 1927.39 ms [2021-11-02 08:44:17 main:581] : INFO : Epoch 1787 | loss: 0.0311633 | val_loss: 0.0311728 | Time: 1952.72 ms [2021-11-02 08:44:19 main:581] : INFO : Epoch 1788 | loss: 0.0311639 | val_loss: 0.0311792 | Time: 1942.01 ms [2021-11-02 08:44:21 main:581] : INFO : Epoch 1789 | loss: 0.031164 | val_loss: 0.0311724 | Time: 1938.41 ms [2021-11-02 08:44:23 main:581] : INFO : Epoch 1790 | loss: 0.031168 | val_loss: 0.0311766 | Time: 1934.23 ms [2021-11-02 08:44:25 main:581] : INFO : Epoch 1791 | loss: 0.031166 | val_loss: 0.0311737 | Time: 1934.04 ms [2021-11-02 08:44:27 main:581] : INFO : Epoch 1792 | loss: 0.0311639 | val_loss: 0.0311723 | Time: 1945.63 ms [2021-11-02 08:44:29 main:581] : INFO : Epoch 1793 | loss: 0.0311651 | val_loss: 0.0311715 | Time: 1936.72 ms [2021-11-02 08:44:31 main:581] : INFO : Epoch 1794 | loss: 0.0311621 | val_loss: 0.0311718 | Time: 1927.78 ms [2021-11-02 08:44:33 main:581] : INFO : Epoch 1795 | loss: 0.0311625 | val_loss: 0.0311726 | Time: 1941.17 ms [2021-11-02 08:44:35 main:581] : INFO : Epoch 1796 | loss: 0.0311625 | val_loss: 0.0311736 | Time: 1936.93 ms [2021-11-02 08:44:37 main:581] : INFO : Epoch 1797 | loss: 0.0311629 | val_loss: 0.0311726 | Time: 1946.32 ms [2021-11-02 08:44:39 main:581] : INFO : Epoch 1798 | loss: 0.0311614 | val_loss: 0.031173 | Time: 1944.12 ms [2021-11-02 08:44:40 main:581] : INFO : Epoch 1799 | loss: 0.0311645 | val_loss: 0.0311797 | Time: 1941.26 ms [2021-11-02 08:44:42 main:581] : INFO : Epoch 1800 | loss: 0.0311664 | val_loss: 0.0311751 | Time: 1940.7 ms [2021-11-02 08:44:44 main:581] : INFO : Epoch 1801 | loss: 0.0311637 | val_loss: 0.0311743 | Time: 1935.82 ms [2021-11-02 08:44:46 main:581] : INFO : Epoch 1802 | loss: 0.031166 | val_loss: 0.0311768 | Time: 1940.9 ms [2021-11-02 08:44:48 main:581] : INFO : Epoch 1803 | loss: 0.0311731 | val_loss: 0.031177 | Time: 1928.56 ms [2021-11-02 08:44:50 main:581] : INFO : Epoch 1804 | loss: 0.0311718 | val_loss: 0.031176 | Time: 1922.74 ms [2021-11-02 08:44:52 main:581] : INFO : Epoch 1805 | loss: 0.0311714 | val_loss: 0.0311786 | Time: 1914.35 ms [2021-11-02 08:44:54 main:581] : INFO : Epoch 1806 | loss: 0.0311711 | val_loss: 0.0311779 | Time: 1915.85 ms [2021-11-02 08:44:56 main:581] : INFO : Epoch 1807 | loss: 0.0311758 | val_loss: 0.0311768 | Time: 1929.84 ms [2021-11-02 08:44:58 main:581] : INFO : Epoch 1808 | loss: 0.0311769 | val_loss: 0.0311836 | Time: 1925.52 ms [2021-11-02 08:45:00 main:581] : INFO : Epoch 1809 | loss: 0.0311763 | val_loss: 0.0311755 | Time: 1937.09 ms [2021-11-02 08:45:02 main:581] : INFO : Epoch 1810 | loss: 0.0311739 | val_loss: 0.0311763 | Time: 1953.23 ms [2021-11-02 08:45:04 main:581] : INFO : Epoch 1811 | loss: 0.0311753 | val_loss: 0.031177 | Time: 1940.71 ms [2021-11-02 08:45:06 main:581] : INFO : Epoch 1812 | loss: 0.0311755 | val_loss: 0.0311755 | Time: 1955.6 ms [2021-11-02 08:45:08 main:581] : INFO : Epoch 1813 | loss: 0.0311765 | val_loss: 0.0311738 | Time: 1930.19 ms [2021-11-02 08:45:09 main:581] : INFO : Epoch 1814 | loss: 0.0311738 | val_loss: 0.0311741 | Time: 1937.5 ms [2021-11-02 08:45:11 main:581] : INFO : Epoch 1815 | loss: 0.0311735 | val_loss: 0.0311747 | Time: 1936.16 ms [2021-11-02 08:45:13 main:581] : INFO : Epoch 1816 | loss: 0.0311728 | val_loss: 0.0311723 | Time: 1922.14 ms [2021-11-02 08:45:15 main:581] : INFO : Epoch 1817 | loss: 0.0311709 | val_loss: 0.0311718 | Time: 1912.21 ms [2021-11-02 08:45:17 main:581] : INFO : Epoch 1818 | loss: 0.0311735 | val_loss: 0.0311773 | Time: 1896.69 ms [2021-11-02 08:45:19 main:581] : INFO : Epoch 1819 | loss: 0.0311725 | val_loss: 0.0311706 | Time: 1938.12 ms [2021-11-02 08:45:21 main:581] : INFO : Epoch 1820 | loss: 0.0311714 | val_loss: 0.031174 | Time: 1926.69 ms [2021-11-02 08:45:23 main:581] : INFO : Epoch 1821 | loss: 0.0311704 | val_loss: 0.0311709 | Time: 1854.16 ms [2021-11-02 08:45:25 main:581] : INFO : Epoch 1822 | loss: 0.0311711 | val_loss: 0.0311796 | Time: 1893.25 ms [2021-11-02 08:45:27 main:581] : INFO : Epoch 1823 | loss: 0.0311694 | val_loss: 0.0311763 | Time: 1930.05 ms [2021-11-02 08:45:29 main:581] : INFO : Epoch 1824 | loss: 0.0311685 | val_loss: 0.0311712 | Time: 1933.64 ms [2021-11-02 08:45:31 main:581] : INFO : Epoch 1825 | loss: 0.0311686 | val_loss: 0.0311713 | Time: 1964 ms [2021-11-02 08:45:33 main:581] : INFO : Epoch 1826 | loss: 0.0311697 | val_loss: 0.0311741 | Time: 1931.08 ms [2021-11-02 08:45:34 main:581] : INFO : Epoch 1827 | loss: 0.0311764 | val_loss: 0.0311753 | Time: 1942.9 ms [2021-11-02 08:45:36 main:581] : INFO : Epoch 1828 | loss: 0.0311753 | val_loss: 0.0311805 | Time: 1919.2 ms [2021-11-02 08:45:38 main:581] : INFO : Epoch 1829 | loss: 0.0311754 | val_loss: 0.0311772 | Time: 1935.6 ms [2021-11-02 08:45:40 main:581] : INFO : Epoch 1830 | loss: 0.0311739 | val_loss: 0.0311786 | Time: 1952.93 ms [2021-11-02 08:45:42 main:581] : INFO : Epoch 1831 | loss: 0.0311733 | val_loss: 0.0311775 | Time: 1925.31 ms [2021-11-02 08:45:44 main:581] : INFO : Epoch 1832 | loss: 0.0311751 | val_loss: 0.0311773 | Time: 1926.71 ms [2021-11-02 08:45:46 main:581] : INFO : Epoch 1833 | loss: 0.0311775 | val_loss: 0.0311841 | Time: 1934.42 ms [2021-11-02 08:45:48 main:581] : INFO : Epoch 1834 | loss: 0.0311734 | val_loss: 0.03118 | Time: 1941.52 ms [2021-11-02 08:45:50 main:581] : INFO : Epoch 1835 | loss: 0.0311723 | val_loss: 0.0311787 | Time: 1932.24 ms [2021-11-02 08:45:52 main:581] : INFO : Epoch 1836 | loss: 0.0311715 | val_loss: 0.0311801 | Time: 1922.19 ms [2021-11-02 08:45:54 main:581] : INFO : Epoch 1837 | loss: 0.0311698 | val_loss: 0.0311771 | Time: 1947.43 ms [2021-11-02 08:45:56 main:581] : INFO : Epoch 1838 | loss: 0.0311698 | val_loss: 0.0311769 | Time: 1952.75 ms [2021-11-02 08:45:58 main:581] : INFO : Epoch 1839 | loss: 0.0311695 | val_loss: 0.031176 | Time: 1929.19 ms [2021-11-02 08:46:00 main:581] : INFO : Epoch 1840 | loss: 0.0311691 | val_loss: 0.0311773 | Time: 1923.33 ms [2021-11-02 08:46:02 main:581] : INFO : Epoch 1841 | loss: 0.0311694 | val_loss: 0.0311771 | Time: 1920.3 ms [2021-11-02 08:46:03 main:581] : INFO : Epoch 1842 | loss: 0.0311689 | val_loss: 0.0311774 | Time: 1922.76 ms [2021-11-02 08:46:05 main:581] : INFO : Epoch 1843 | loss: 0.0311689 | val_loss: 0.0311783 | Time: 1938.43 ms [2021-11-02 08:46:07 main:581] : INFO : Epoch 1844 | loss: 0.0311704 | val_loss: 0.0311771 | Time: 1914.04 ms [2021-11-02 08:46:09 main:581] : INFO : Epoch 1845 | loss: 0.0311697 | val_loss: 0.0311773 | Time: 1924.72 ms [2021-11-02 08:46:11 main:581] : INFO : Epoch 1846 | loss: 0.0311683 | val_loss: 0.0311758 | Time: 1926.14 ms [2021-11-02 08:46:13 main:581] : INFO : Epoch 1847 | loss: 0.0311684 | val_loss: 0.0311815 | Time: 1954.72 ms [2021-11-02 08:46:15 main:581] : INFO : Epoch 1848 | loss: 0.0311711 | val_loss: 0.0311807 | Time: 1925.88 ms [2021-11-02 08:46:17 main:581] : INFO : Epoch 1849 | loss: 0.0311694 | val_loss: 0.0311808 | Time: 1900.16 ms [2021-11-02 08:46:19 main:581] : INFO : Epoch 1850 | loss: 0.0311674 | val_loss: 0.0311777 | Time: 1920.49 ms [2021-11-02 08:46:21 main:581] : INFO : Epoch 1851 | loss: 0.0311683 | val_loss: 0.0311768 | Time: 1913.02 ms [2021-11-02 08:46:23 main:581] : INFO : Epoch 1852 | loss: 0.0311678 | val_loss: 0.0311786 | Time: 1935.78 ms [2021-11-02 08:46:25 main:581] : INFO : Epoch 1853 | loss: 0.0311681 | val_loss: 0.0311765 | Time: 1937.86 ms [2021-11-02 08:46:27 main:581] : INFO : Epoch 1854 | loss: 0.0311677 | val_loss: 0.0311771 | Time: 1951.39 ms [2021-11-02 08:46:29 main:581] : INFO : Epoch 1855 | loss: 0.0311663 | val_loss: 0.0311772 | Time: 1939.62 ms [2021-11-02 08:46:30 main:581] : INFO : Epoch 1856 | loss: 0.0311683 | val_loss: 0.0311767 | Time: 1947.15 ms [2021-11-02 08:46:32 main:581] : INFO : Epoch 1857 | loss: 0.0311682 | val_loss: 0.0311738 | Time: 1938.81 ms [2021-11-02 08:46:34 main:581] : INFO : Epoch 1858 | loss: 0.0311675 | val_loss: 0.0311733 | Time: 1934.56 ms [2021-11-02 08:46:36 main:581] : INFO : Epoch 1859 | loss: 0.0311667 | val_loss: 0.0311741 | Time: 1934.52 ms [2021-11-02 08:46:38 main:581] : INFO : Epoch 1860 | loss: 0.0311653 | val_loss: 0.0311767 | Time: 1949.24 ms [2021-11-02 08:46:40 main:581] : INFO : Epoch 1861 | loss: 0.0311656 | val_loss: 0.0311739 | Time: 1931.36 ms [2021-11-02 08:46:42 main:581] : INFO : Epoch 1862 | loss: 0.0311685 | val_loss: 0.0311832 | Time: 1931.75 ms [2021-11-02 08:46:44 main:581] : INFO : Epoch 1863 | loss: 0.0311736 | val_loss: 0.0311783 | Time: 1928.27 ms [2021-11-02 08:46:46 main:581] : INFO : Epoch 1864 | loss: 0.0311667 | val_loss: 0.0311768 | Time: 1933.63 ms [2021-11-02 08:46:48 main:581] : INFO : Epoch 1865 | loss: 0.0311664 | val_loss: 0.0311767 | Time: 1936.45 ms [2021-11-02 08:46:50 main:581] : INFO : Epoch 1866 | loss: 0.0311656 | val_loss: 0.0311754 | Time: 1938.29 ms [2021-11-02 08:46:52 main:581] : INFO : Epoch 1867 | loss: 0.0311653 | val_loss: 0.0311837 | Time: 1940.53 ms [2021-11-02 08:46:54 main:581] : INFO : Epoch 1868 | loss: 0.0311646 | val_loss: 0.0311762 | Time: 1909.05 ms [2021-11-02 08:46:56 main:581] : INFO : Epoch 1869 | loss: 0.0311637 | val_loss: 0.0311742 | Time: 1916.12 ms [2021-11-02 08:46:58 main:581] : INFO : Epoch 1870 | loss: 0.031166 | val_loss: 0.0311819 | Time: 1922.58 ms [2021-11-02 08:46:59 main:581] : INFO : Epoch 1871 | loss: 0.0311667 | val_loss: 0.0311762 | Time: 1912.59 ms [2021-11-02 08:47:01 main:581] : INFO : Epoch 1872 | loss: 0.0311666 | val_loss: 0.0311739 | Time: 1916.82 ms [2021-11-02 08:47:03 main:581] : INFO : Epoch 1873 | loss: 0.0311729 | val_loss: 0.031173 | Time: 1901.82 ms [2021-11-02 08:47:05 main:581] : INFO : Epoch 1874 | loss: 0.0311712 | val_loss: 0.0311737 | Time: 1914.33 ms [2021-11-02 08:47:07 main:581] : INFO : Epoch 1875 | loss: 0.0311707 | val_loss: 0.0311751 | Time: 1942.6 ms [2021-11-02 08:47:09 main:581] : INFO : Epoch 1876 | loss: 0.0311699 | val_loss: 0.0311769 | Time: 1944.77 ms [2021-11-02 08:47:11 main:581] : INFO : Epoch 1877 | loss: 0.0311681 | val_loss: 0.0311738 | Time: 1937.16 ms [2021-11-02 08:47:13 main:581] : INFO : Epoch 1878 | loss: 0.0311666 | val_loss: 0.0311747 | Time: 1937.5 ms [2021-11-02 08:47:15 main:581] : INFO : Epoch 1879 | loss: 0.0311669 | val_loss: 0.0311781 | Time: 1939.66 ms [2021-11-02 08:47:17 main:581] : INFO : Epoch 1880 | loss: 0.0311662 | val_loss: 0.031174 | Time: 1876.09 ms [2021-11-02 08:47:19 main:581] : INFO : Epoch 1881 | loss: 0.0311661 | val_loss: 0.0311764 | Time: 1886.69 ms [2021-11-02 08:47:21 main:581] : INFO : Epoch 1882 | loss: 0.0311667 | val_loss: 0.0311757 | Time: 1914.43 ms [2021-11-02 08:47:22 main:581] : INFO : Epoch 1883 | loss: 0.0311668 | val_loss: 0.0311735 | Time: 1921.31 ms [2021-11-02 08:47:24 main:581] : INFO : Epoch 1884 | loss: 0.0311664 | val_loss: 0.0311753 | Time: 1899.73 ms [2021-11-02 08:47:26 main:581] : INFO : Epoch 1885 | loss: 0.0311667 | val_loss: 0.0311874 | Time: 1860.32 ms [2021-11-02 08:47:28 main:581] : INFO : Epoch 1886 | loss: 0.0311712 | val_loss: 0.0311808 | Time: 1859.68 ms [2021-11-02 08:47:30 main:581] : INFO : Epoch 1887 | loss: 0.0311681 | val_loss: 0.0311804 | Time: 1884.65 ms [2021-11-02 08:47:32 main:581] : INFO : Epoch 1888 | loss: 0.0311724 | val_loss: 0.0311784 | Time: 1856.52 ms [2021-11-02 08:47:34 main:581] : INFO : Epoch 1889 | loss: 0.0311707 | val_loss: 0.0311802 | Time: 1852.67 ms [2021-11-02 08:47:36 main:581] : INFO : Epoch 1890 | loss: 0.0311694 | val_loss: 0.0311763 | Time: 1887.04 ms [2021-11-02 08:47:37 main:581] : INFO : Epoch 1891 | loss: 0.0311657 | val_loss: 0.0311779 | Time: 1897 ms [2021-11-02 08:47:39 main:581] : INFO : Epoch 1892 | loss: 0.0311682 | val_loss: 0.0311742 | Time: 1943.07 ms [2021-11-02 08:47:41 main:581] : INFO : Epoch 1893 | loss: 0.0311677 | val_loss: 0.0311771 | Time: 1970.95 ms [2021-11-02 08:47:43 main:581] : INFO : Epoch 1894 | loss: 0.0311661 | val_loss: 0.0311758 | Time: 1938.86 ms [2021-11-02 08:47:45 main:581] : INFO : Epoch 1895 | loss: 0.0311653 | val_loss: 0.0311742 | Time: 1936.86 ms [2021-11-02 08:47:47 main:581] : INFO : Epoch 1896 | loss: 0.031164 | val_loss: 0.0311763 | Time: 1964.38 ms [2021-11-02 08:47:49 main:581] : INFO : Epoch 1897 | loss: 0.0311629 | val_loss: 0.0311729 | Time: 1923.63 ms [2021-11-02 08:47:51 main:581] : INFO : Epoch 1898 | loss: 0.0311647 | val_loss: 0.0311743 | Time: 1854.77 ms [2021-11-02 08:47:53 main:581] : INFO : Epoch 1899 | loss: 0.0311639 | val_loss: 0.0311752 | Time: 1852.22 ms [2021-11-02 08:47:55 main:581] : INFO : Epoch 1900 | loss: 0.0311648 | val_loss: 0.031181 | Time: 1855.48 ms [2021-11-02 08:47:57 main:581] : INFO : Epoch 1901 | loss: 0.0311646 | val_loss: 0.0311792 | Time: 1855.73 ms [2021-11-02 08:47:58 main:581] : INFO : Epoch 1902 | loss: 0.0311655 | val_loss: 0.0311763 | Time: 1852.53 ms [2021-11-02 08:48:00 main:581] : INFO : Epoch 1903 | loss: 0.0311625 | val_loss: 0.0311745 | Time: 1917.36 ms [2021-11-02 08:48:02 main:581] : INFO : Epoch 1904 | loss: 0.0311622 | val_loss: 0.0311765 | Time: 1936.2 ms [2021-11-02 08:48:04 main:581] : INFO : Epoch 1905 | loss: 0.0311632 | val_loss: 0.0311748 | Time: 1934.61 ms [2021-11-02 08:48:06 main:581] : INFO : Epoch 1906 | loss: 0.031163 | val_loss: 0.0311742 | Time: 1922.39 ms [2021-11-02 08:48:08 main:581] : INFO : Epoch 1907 | loss: 0.0311632 | val_loss: 0.031174 | Time: 1869.6 ms [2021-11-02 08:48:10 main:581] : INFO : Epoch 1908 | loss: 0.0311658 | val_loss: 0.0311751 | Time: 1866.23 ms [2021-11-02 08:48:12 main:581] : INFO : Epoch 1909 | loss: 0.031165 | val_loss: 0.0311732 | Time: 1856.69 ms [2021-11-02 08:48:14 main:581] : INFO : Epoch 1910 | loss: 0.0311645 | val_loss: 0.0311731 | Time: 1939.25 ms [2021-11-02 08:48:16 main:581] : INFO : Epoch 1911 | loss: 0.0311627 | val_loss: 0.031182 | Time: 1888.12 ms [2021-11-02 08:48:17 main:581] : INFO : Epoch 1912 | loss: 0.0311626 | val_loss: 0.0311803 | Time: 1861.27 ms [2021-11-02 08:48:19 main:581] : INFO : Epoch 1913 | loss: 0.0311633 | val_loss: 0.0311763 | Time: 1863.56 ms [2021-11-02 08:48:21 main:581] : INFO : Epoch 1914 | loss: 0.0311628 | val_loss: 0.0311769 | Time: 1933.77 ms [2021-11-02 08:48:23 main:581] : INFO : Epoch 1915 | loss: 0.0311617 | val_loss: 0.0311769 | Time: 1914.16 ms [2021-11-02 08:48:25 main:581] : INFO : Epoch 1916 | loss: 0.0311622 | val_loss: 0.0311781 | Time: 1923.5 ms [2021-11-02 08:48:27 main:581] : INFO : Epoch 1917 | loss: 0.0311625 | val_loss: 0.031177 | Time: 1931.43 ms [2021-11-02 08:48:29 main:581] : INFO : Epoch 1918 | loss: 0.0311626 | val_loss: 0.031177 | Time: 1933.82 ms [2021-11-02 08:48:31 main:581] : INFO : Epoch 1919 | loss: 0.031161 | val_loss: 0.0311801 | Time: 1920.2 ms [2021-11-02 08:48:33 main:581] : INFO : Epoch 1920 | loss: 0.0311611 | val_loss: 0.0311759 | Time: 1930.67 ms [2021-11-02 08:48:35 main:581] : INFO : Epoch 1921 | loss: 0.0311601 | val_loss: 0.0311797 | Time: 1930.07 ms [2021-11-02 08:48:37 main:581] : INFO : Epoch 1922 | loss: 0.0311627 | val_loss: 0.0311761 | Time: 1909.13 ms [2021-11-02 08:48:39 main:581] : INFO : Epoch 1923 | loss: 0.0311605 | val_loss: 0.0311791 | Time: 1916.63 ms [2021-11-02 08:48:40 main:581] : INFO : Epoch 1924 | loss: 0.0311613 | val_loss: 0.0311726 | Time: 1902.04 ms [2021-11-02 08:48:42 main:581] : INFO : Epoch 1925 | loss: 0.0311638 | val_loss: 0.0311733 | Time: 1894.33 ms [2021-11-02 08:48:44 main:581] : INFO : Epoch 1926 | loss: 0.0311629 | val_loss: 0.0311785 | Time: 1939.43 ms [2021-11-02 08:48:46 main:581] : INFO : Epoch 1927 | loss: 0.0311602 | val_loss: 0.0311746 | Time: 1915.78 ms [2021-11-02 08:48:48 main:581] : INFO : Epoch 1928 | loss: 0.0311621 | val_loss: 0.0311786 | Time: 1934.09 ms [2021-11-02 08:48:50 main:581] : INFO : Epoch 1929 | loss: 0.0311644 | val_loss: 0.0311748 | Time: 1930.11 ms [2021-11-02 08:48:52 main:581] : INFO : Epoch 1930 | loss: 0.0311621 | val_loss: 0.031176 | Time: 1911 ms [2021-11-02 08:48:54 main:581] : INFO : Epoch 1931 | loss: 0.031161 | val_loss: 0.0311767 | Time: 1913.15 ms [2021-11-02 08:48:56 main:581] : INFO : Epoch 1932 | loss: 0.0311604 | val_loss: 0.031175 | Time: 1936.83 ms [2021-11-02 08:48:58 main:581] : INFO : Epoch 1933 | loss: 0.0311622 | val_loss: 0.0311791 | Time: 1934.82 ms [2021-11-02 08:49:00 main:581] : INFO : Epoch 1934 | loss: 0.0311608 | val_loss: 0.031179 | Time: 1910.08 ms [2021-11-02 08:49:02 main:581] : INFO : Epoch 1935 | loss: 0.031164 | val_loss: 0.0311762 | Time: 1912.1 ms [2021-11-02 08:49:03 main:581] : INFO : Epoch 1936 | loss: 0.0311648 | val_loss: 0.0311765 | Time: 1914.45 ms [2021-11-02 08:49:05 main:581] : INFO : Epoch 1937 | loss: 0.0311654 | val_loss: 0.031178 | Time: 1911.41 ms [2021-11-02 08:49:07 main:581] : INFO : Epoch 1938 | loss: 0.0311652 | val_loss: 0.0311752 | Time: 1916.45 ms [2021-11-02 08:49:09 main:581] : INFO : Epoch 1939 | loss: 0.0311638 | val_loss: 0.0311768 | Time: 1907.05 ms [2021-11-02 08:49:11 main:581] : INFO : Epoch 1940 | loss: 0.0311637 | val_loss: 0.0311738 | Time: 1940.69 ms [2021-11-02 08:49:13 main:581] : INFO : Epoch 1941 | loss: 0.0311616 | val_loss: 0.0311774 | Time: 1944.96 ms [2021-11-02 08:49:15 main:581] : INFO : Epoch 1942 | loss: 0.0311635 | val_loss: 0.0311733 | Time: 1938.64 ms [2021-11-02 08:49:17 main:581] : INFO : Epoch 1943 | loss: 0.031162 | val_loss: 0.0311766 | Time: 1952.99 ms [2021-11-02 08:49:19 main:581] : INFO : Epoch 1944 | loss: 0.0311621 | val_loss: 0.031178 | Time: 1943.06 ms [2021-11-02 08:49:21 main:581] : INFO : Epoch 1945 | loss: 0.0311633 | val_loss: 0.0311745 | Time: 1922.79 ms [2021-11-02 08:49:23 main:581] : INFO : Epoch 1946 | loss: 0.0311619 | val_loss: 0.0311767 | Time: 1926.89 ms [2021-11-02 08:49:25 main:581] : INFO : Epoch 1947 | loss: 0.0311615 | val_loss: 0.0311774 | Time: 1931.01 ms [2021-11-02 08:49:27 main:581] : INFO : Epoch 1948 | loss: 0.0311627 | val_loss: 0.0311825 | Time: 1934.13 ms [2021-11-02 08:49:29 main:581] : INFO : Epoch 1949 | loss: 0.0351812 | val_loss: 0.0339796 | Time: 1946.49 ms [2021-11-02 08:49:31 main:581] : INFO : Epoch 1950 | loss: 0.0332366 | val_loss: 0.0320458 | Time: 1939.97 ms [2021-11-02 08:49:32 main:581] : INFO : Epoch 1951 | loss: 0.031587 | val_loss: 0.0314105 | Time: 1922.83 ms [2021-11-02 08:49:34 main:581] : INFO : Epoch 1952 | loss: 0.0313074 | val_loss: 0.0312632 | Time: 1928.82 ms [2021-11-02 08:49:36 main:581] : INFO : Epoch 1953 | loss: 0.0312484 | val_loss: 0.031242 | Time: 1922.93 ms [2021-11-02 08:49:38 main:581] : INFO : Epoch 1954 | loss: 0.0312365 | val_loss: 0.0312298 | Time: 1921.14 ms [2021-11-02 08:49:40 main:581] : INFO : Epoch 1955 | loss: 0.0312255 | val_loss: 0.0312181 | Time: 1935.65 ms [2021-11-02 08:49:42 main:581] : INFO : Epoch 1956 | loss: 0.0312143 | val_loss: 0.0312084 | Time: 1940.49 ms [2021-11-02 08:49:44 main:581] : INFO : Epoch 1957 | loss: 0.031207 | val_loss: 0.0312041 | Time: 1947.02 ms [2021-11-02 08:49:46 main:581] : INFO : Epoch 1958 | loss: 0.0312016 | val_loss: 0.0312 | Time: 1955.99 ms [2021-11-02 08:49:48 main:581] : INFO : Epoch 1959 | loss: 0.0312017 | val_loss: 0.0311965 | Time: 1926.45 ms [2021-11-02 08:49:50 main:581] : INFO : Epoch 1960 | loss: 0.0311989 | val_loss: 0.0311937 | Time: 1921.03 ms [2021-11-02 08:49:52 main:581] : INFO : Epoch 1961 | loss: 0.0311957 | val_loss: 0.0311926 | Time: 1914.94 ms [2021-11-02 08:49:54 main:581] : INFO : Epoch 1962 | loss: 0.0311943 | val_loss: 0.0312016 | Time: 1924.44 ms [2021-11-02 08:49:56 main:581] : INFO : Epoch 1963 | loss: 0.0312041 | val_loss: 0.0312043 | Time: 1947.01 ms [2021-11-02 08:49:58 main:581] : INFO : Epoch 1964 | loss: 0.031208 | val_loss: 0.0311945 | Time: 1950.06 ms [2021-11-02 08:50:00 main:581] : INFO : Epoch 1965 | loss: 0.0312005 | val_loss: 0.031199 | Time: 1930.78 ms [2021-11-02 08:50:01 main:581] : INFO : Epoch 1966 | loss: 0.0311945 | val_loss: 0.031189 | Time: 1936.68 ms [2021-11-02 08:50:03 main:581] : INFO : Epoch 1967 | loss: 0.0311942 | val_loss: 0.0311948 | Time: 1933.37 ms [2021-11-02 08:50:05 main:581] : INFO : Epoch 1968 | loss: 0.0311936 | val_loss: 0.0311887 | Time: 1933.75 ms [2021-11-02 08:50:07 main:581] : INFO : Epoch 1969 | loss: 0.0311922 | val_loss: 0.0311887 | Time: 1936.74 ms [2021-11-02 08:50:09 main:581] : INFO : Epoch 1970 | loss: 0.0311907 | val_loss: 0.0311886 | Time: 1935.61 ms [2021-11-02 08:50:11 main:581] : INFO : Epoch 1971 | loss: 0.0311919 | val_loss: 0.0311894 | Time: 1936.24 ms [2021-11-02 08:50:13 main:581] : INFO : Epoch 1972 | loss: 0.0311905 | val_loss: 0.0311886 | Time: 1937.83 ms [2021-11-02 08:50:15 main:581] : INFO : Epoch 1973 | loss: 0.0311917 | val_loss: 0.0311881 | Time: 1952.79 ms [2021-11-02 08:50:17 main:581] : INFO : Epoch 1974 | loss: 0.0311911 | val_loss: 0.0311884 | Time: 1940.71 ms [2021-11-02 08:50:19 main:581] : INFO : Epoch 1975 | loss: 0.0311909 | val_loss: 0.0311877 | Time: 1930.71 ms [2021-11-02 08:50:21 main:581] : INFO : Epoch 1976 | loss: 0.0311922 | val_loss: 0.031187 | Time: 1929.83 ms [2021-11-02 08:50:23 main:581] : INFO : Epoch 1977 | loss: 0.0311902 | val_loss: 0.0311869 | Time: 1933.11 ms [2021-11-02 08:50:25 main:581] : INFO : Epoch 1978 | loss: 0.0311911 | val_loss: 0.0311876 | Time: 1925.4 ms [2021-11-02 08:50:27 main:581] : INFO : Epoch 1979 | loss: 0.0311919 | val_loss: 0.031187 | Time: 1924.75 ms [2021-11-02 08:50:29 main:581] : INFO : Epoch 1980 | loss: 0.0311908 | val_loss: 0.0311864 | Time: 1935.57 ms [2021-11-02 08:50:31 main:581] : INFO : Epoch 1981 | loss: 0.0311906 | val_loss: 0.0311889 | Time: 1936.12 ms [2021-11-02 08:50:32 main:581] : INFO : Epoch 1982 | loss: 0.03119 | val_loss: 0.0311881 | Time: 1948.14 ms [2021-11-02 08:50:34 main:581] : INFO : Epoch 1983 | loss: 0.0311913 | val_loss: 0.0311873 | Time: 1930.08 ms [2021-11-02 08:50:36 main:581] : INFO : Epoch 1984 | loss: 0.0311906 | val_loss: 0.0311863 | Time: 1928.58 ms [2021-11-02 08:50:38 main:581] : INFO : Epoch 1985 | loss: 0.0311913 | val_loss: 0.0311881 | Time: 1927.18 ms [2021-11-02 08:50:40 main:581] : INFO : Epoch 1986 | loss: 0.0311899 | val_loss: 0.0311858 | Time: 1937.1 ms [2021-11-02 08:50:42 main:581] : INFO : Epoch 1987 | loss: 0.0311903 | val_loss: 0.0311859 | Time: 1933.75 ms [2021-11-02 08:50:44 main:581] : INFO : Epoch 1988 | loss: 0.0311917 | val_loss: 0.0311877 | Time: 1942.96 ms [2021-11-02 08:50:46 main:581] : INFO : Epoch 1989 | loss: 0.0311911 | val_loss: 0.0311895 | Time: 1935.16 ms [2021-11-02 08:50:48 main:581] : INFO : Epoch 1990 | loss: 0.0311891 | val_loss: 0.0311873 | Time: 1942.06 ms [2021-11-02 08:50:50 main:581] : INFO : Epoch 1991 | loss: 0.031192 | val_loss: 0.031187 | Time: 1923.63 ms [2021-11-02 08:50:52 main:581] : INFO : Epoch 1992 | loss: 0.0311907 | val_loss: 0.0311867 | Time: 1939.54 ms [2021-11-02 08:50:54 main:581] : INFO : Epoch 1993 | loss: 0.0311884 | val_loss: 0.0311881 | Time: 1909.63 ms [2021-11-02 08:50:56 main:581] : INFO : Epoch 1994 | loss: 0.0311906 | val_loss: 0.0311861 | Time: 1949.65 ms [2021-11-02 08:50:58 main:581] : INFO : Epoch 1995 | loss: 0.0311884 | val_loss: 0.0311916 | Time: 1925.24 ms [2021-11-02 08:51:00 main:581] : INFO : Epoch 1996 | loss: 0.0311896 | val_loss: 0.0311907 | Time: 1929.2 ms [2021-11-02 08:51:01 main:581] : INFO : Epoch 1997 | loss: 0.0311896 | val_loss: 0.0311892 | Time: 1933.08 ms [2021-11-02 08:51:03 main:581] : INFO : Epoch 1998 | loss: 0.0311927 | val_loss: 0.031186 | Time: 1923.98 ms [2021-11-02 08:51:05 main:581] : INFO : Epoch 1999 | loss: 0.0311885 | val_loss: 0.0311864 | Time: 1861.26 ms [2021-11-02 08:51:07 main:581] : INFO : Epoch 2000 | loss: 0.0311882 | val_loss: 0.0311882 | Time: 1856.81 ms [2021-11-02 08:51:09 main:581] : INFO : Epoch 2001 | loss: 0.0311891 | val_loss: 0.0311853 | Time: 1862.24 ms [2021-11-02 08:51:11 main:581] : INFO : Epoch 2002 | loss: 0.0311951 | val_loss: 0.0311878 | Time: 1883.54 ms [2021-11-02 08:51:13 main:581] : INFO : Epoch 2003 | loss: 0.0311908 | val_loss: 0.0311872 | Time: 1932.32 ms [2021-11-02 08:51:15 main:581] : INFO : Epoch 2004 | loss: 0.0311922 | val_loss: 0.0311897 | Time: 1923.31 ms [2021-11-02 08:51:17 main:581] : INFO : Epoch 2005 | loss: 0.031192 | val_loss: 0.0311863 | Time: 1926.58 ms [2021-11-02 08:51:19 main:581] : INFO : Epoch 2006 | loss: 0.0311919 | val_loss: 0.0311915 | Time: 1918.27 ms [2021-11-02 08:51:20 main:581] : INFO : Epoch 2007 | loss: 0.0311898 | val_loss: 0.0311865 | Time: 1924.82 ms [2021-11-02 08:51:22 main:581] : INFO : Epoch 2008 | loss: 0.0311898 | val_loss: 0.0311891 | Time: 1937.96 ms [2021-11-02 08:51:24 main:581] : INFO : Epoch 2009 | loss: 0.031193 | val_loss: 0.0311874 | Time: 1925.34 ms [2021-11-02 08:51:26 main:581] : INFO : Epoch 2010 | loss: 0.0311886 | val_loss: 0.0311854 | Time: 1922.18 ms [2021-11-02 08:51:28 main:581] : INFO : Epoch 2011 | loss: 0.0311902 | val_loss: 0.0311861 | Time: 1942.9 ms [2021-11-02 08:51:30 main:581] : INFO : Epoch 2012 | loss: 0.0311896 | val_loss: 0.0311965 | Time: 1946.38 ms [2021-11-02 08:51:32 main:581] : INFO : Epoch 2013 | loss: 0.0311912 | val_loss: 0.0311883 | Time: 1929.37 ms [2021-11-02 08:51:34 main:581] : INFO : Epoch 2014 | loss: 0.03119 | val_loss: 0.0311873 | Time: 1937.98 ms [2021-11-02 08:51:36 main:581] : INFO : Epoch 2015 | loss: 0.0311917 | val_loss: 0.0311863 | Time: 1938.05 ms [2021-11-02 08:51:38 main:581] : INFO : Epoch 2016 | loss: 0.0311916 | val_loss: 0.0311851 | Time: 1917.48 ms [2021-11-02 08:51:40 main:581] : INFO : Epoch 2017 | loss: 0.0311888 | val_loss: 0.0311852 | Time: 1936.38 ms [2021-11-02 08:51:42 main:581] : INFO : Epoch 2018 | loss: 0.0311907 | val_loss: 0.0311945 | Time: 1936.75 ms [2021-11-02 08:51:44 main:581] : INFO : Epoch 2019 | loss: 0.0311928 | val_loss: 0.0311851 | Time: 1932.08 ms [2021-11-02 08:51:46 main:581] : INFO : Epoch 2020 | loss: 0.0311929 | val_loss: 0.03119 | Time: 1919.07 ms [2021-11-02 08:51:48 main:581] : INFO : Epoch 2021 | loss: 0.0311906 | val_loss: 0.0311849 | Time: 1921.25 ms [2021-11-02 08:51:49 main:581] : INFO : Epoch 2022 | loss: 0.0311887 | val_loss: 0.0311848 | Time: 1935.01 ms [2021-11-02 08:51:51 main:581] : INFO : Epoch 2023 | loss: 0.0311897 | val_loss: 0.0311863 | Time: 1925.56 ms [2021-11-02 08:51:53 main:581] : INFO : Epoch 2024 | loss: 0.0311901 | val_loss: 0.0311862 | Time: 1923.12 ms [2021-11-02 08:51:55 main:581] : INFO : Epoch 2025 | loss: 0.031191 | val_loss: 0.0311897 | Time: 1922.4 ms [2021-11-02 08:51:57 main:581] : INFO : Epoch 2026 | loss: 0.0311915 | val_loss: 0.0311884 | Time: 1923.34 ms [2021-11-02 08:51:59 main:581] : INFO : Epoch 2027 | loss: 0.0311876 | val_loss: 0.0311863 | Time: 1924.26 ms [2021-11-02 08:52:01 main:581] : INFO : Epoch 2028 | loss: 0.0311886 | val_loss: 0.0311896 | Time: 1948.19 ms [2021-11-02 08:52:03 main:581] : INFO : Epoch 2029 | loss: 0.0311873 | val_loss: 0.0311836 | Time: 1935.38 ms [2021-11-02 08:52:05 main:581] : INFO : Epoch 2030 | loss: 0.0311885 | val_loss: 0.0311914 | Time: 1941.51 ms [2021-11-02 08:52:07 main:581] : INFO : Epoch 2031 | loss: 0.0311885 | val_loss: 0.031186 | Time: 1851.43 ms [2021-11-02 08:52:09 main:581] : INFO : Epoch 2032 | loss: 0.0311864 | val_loss: 0.0311845 | Time: 1853.86 ms [2021-11-02 08:52:10 main:581] : INFO : Epoch 2033 | loss: 0.0311861 | val_loss: 0.0311851 | Time: 1868.45 ms [2021-11-02 08:52:12 main:581] : INFO : Epoch 2034 | loss: 0.0311854 | val_loss: 0.0311831 | Time: 1916.21 ms [2021-11-02 08:52:14 main:581] : INFO : Epoch 2035 | loss: 0.0311838 | val_loss: 0.0311828 | Time: 1934.75 ms [2021-11-02 08:52:16 main:581] : INFO : Epoch 2036 | loss: 0.0311835 | val_loss: 0.0311835 | Time: 1925.37 ms [2021-11-02 08:52:18 main:581] : INFO : Epoch 2037 | loss: 0.0311852 | val_loss: 0.0311801 | Time: 1920.11 ms [2021-11-02 08:52:20 main:581] : INFO : Epoch 2038 | loss: 0.0311808 | val_loss: 0.0311803 | Time: 1932.62 ms [2021-11-02 08:52:22 main:581] : INFO : Epoch 2039 | loss: 0.0311806 | val_loss: 0.0311789 | Time: 1935.63 ms [2021-11-02 08:52:24 main:581] : INFO : Epoch 2040 | loss: 0.0311793 | val_loss: 0.0311816 | Time: 1939.72 ms [2021-11-02 08:52:26 main:581] : INFO : Epoch 2041 | loss: 0.0311798 | val_loss: 0.0311809 | Time: 1935.05 ms [2021-11-02 08:52:28 main:581] : INFO : Epoch 2042 | loss: 0.0311796 | val_loss: 0.0311883 | Time: 1938.62 ms [2021-11-02 08:52:30 main:581] : INFO : Epoch 2043 | loss: 0.0311799 | val_loss: 0.031177 | Time: 1921.08 ms [2021-11-02 08:52:32 main:581] : INFO : Epoch 2044 | loss: 0.0311776 | val_loss: 0.0311819 | Time: 1923.93 ms [2021-11-02 08:52:34 main:581] : INFO : Epoch 2045 | loss: 0.031179 | val_loss: 0.0311786 | Time: 1925.33 ms [2021-11-02 08:52:36 main:581] : INFO : Epoch 2046 | loss: 0.0311759 | val_loss: 0.0311775 | Time: 1924.6 ms [2021-11-02 08:52:37 main:581] : INFO : Epoch 2047 | loss: 0.0311772 | val_loss: 0.0311794 | Time: 1914.68 ms [2021-11-02 08:52:39 main:581] : INFO : Epoch 2048 | loss: 0.0311765 | val_loss: 0.0311807 | Time: 1927.91 ms [2021-11-02 08:52:39 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311807 [2021-11-02 08:52:39 main:610] : INFO : Saving end state to config to file [2021-11-02 08:52:39 main:615] : INFO : Success, exiting.. 08:52:39 (2817905): 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)