Task 9202703
| Name | ParityModified-1636224279-16759-3-0_0 |
| Workunit | 6637968 |
| Created | 26 Nov 2021, 15:52:44 UTC |
| Sent | 2 Dec 2021, 10:07:35 UTC |
| Report deadline | 10 Dec 2021, 10:07:35 UTC |
| Received | 2 Dec 2021, 11:13:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16860 |
| Run time | 1 hours 4 min 22 sec |
| CPU time | 1 hours 3 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,141.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.49 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.14</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0312166 | val_loss: 0.0312167 | Time: 1935.04 ms
[2021-12-02 10:56:49 main:581] : INFO : Epoch 1539 | loss: 0.0312155 | val_loss: 0.0312163 | Time: 1941.86 ms
[2021-12-02 10:56:51 main:581] : INFO : Epoch 1540 | loss: 0.0312149 | val_loss: 0.0312153 | Time: 2002.65 ms
[2021-12-02 10:56:53 main:581] : INFO : Epoch 1541 | loss: 0.0312144 | val_loss: 0.0312145 | Time: 1981.22 ms
[2021-12-02 10:56:55 main:581] : INFO : Epoch 1542 | loss: 0.0312136 | val_loss: 0.0312137 | Time: 1951.51 ms
[2021-12-02 10:56:57 main:581] : INFO : Epoch 1543 | loss: 0.031213 | val_loss: 0.0312133 | Time: 1941.42 ms
[2021-12-02 10:56:59 main:581] : INFO : Epoch 1544 | loss: 0.0312124 | val_loss: 0.0312125 | Time: 1982.66 ms
[2021-12-02 10:57:01 main:581] : INFO : Epoch 1545 | loss: 0.0312118 | val_loss: 0.0312117 | Time: 1957.52 ms
[2021-12-02 10:57:03 main:581] : INFO : Epoch 1546 | loss: 0.0312111 | val_loss: 0.0312111 | Time: 1920.02 ms
[2021-12-02 10:57:05 main:581] : INFO : Epoch 1547 | loss: 0.0312105 | val_loss: 0.0312103 | Time: 1939.18 ms
[2021-12-02 10:57:07 main:581] : INFO : Epoch 1548 | loss: 0.0312105 | val_loss: 0.0312092 | Time: 1912.31 ms
[2021-12-02 10:57:09 main:581] : INFO : Epoch 1549 | loss: 0.0312094 | val_loss: 0.031208 | Time: 1931.07 ms
[2021-12-02 10:57:11 main:581] : INFO : Epoch 1550 | loss: 0.0312089 | val_loss: 0.0312072 | Time: 1917.36 ms
[2021-12-02 10:57:13 main:581] : INFO : Epoch 1551 | loss: 0.0312083 | val_loss: 0.031207 | Time: 1970.27 ms
[2021-12-02 10:57:15 main:581] : INFO : Epoch 1552 | loss: 0.0312072 | val_loss: 0.031205 | Time: 1929.44 ms
[2021-12-02 10:57:17 main:581] : INFO : Epoch 1553 | loss: 0.0312062 | val_loss: 0.0312042 | Time: 1966.53 ms
[2021-12-02 10:57:18 main:581] : INFO : Epoch 1554 | loss: 0.0312058 | val_loss: 0.0312045 | Time: 1947.75 ms
[2021-12-02 10:57:20 main:581] : INFO : Epoch 1555 | loss: 0.031205 | val_loss: 0.031203 | Time: 1952.96 ms
[2021-12-02 10:57:22 main:581] : INFO : Epoch 1556 | loss: 0.0312045 | val_loss: 0.0312024 | Time: 1970.55 ms
[2021-12-02 10:57:24 main:581] : INFO : Epoch 1557 | loss: 0.0312037 | val_loss: 0.0312026 | Time: 1947.93 ms
[2021-12-02 10:57:26 main:581] : INFO : Epoch 1558 | loss: 0.0312037 | val_loss: 0.0312015 | Time: 1931.46 ms
[2021-12-02 10:57:28 main:581] : INFO : Epoch 1559 | loss: 0.0312032 | val_loss: 0.0312009 | Time: 1956.21 ms
[2021-12-02 10:57:30 main:581] : INFO : Epoch 1560 | loss: 0.0312031 | val_loss: 0.0312002 | Time: 1951.56 ms
[2021-12-02 10:57:32 main:581] : INFO : Epoch 1561 | loss: 0.0312028 | val_loss: 0.0311996 | Time: 1921.11 ms
[2021-12-02 10:57:34 main:581] : INFO : Epoch 1562 | loss: 0.0312025 | val_loss: 0.0311992 | Time: 1993.19 ms
[2021-12-02 10:57:36 main:581] : INFO : Epoch 1563 | loss: 0.0312023 | val_loss: 0.0311991 | Time: 1987.56 ms
[2021-12-02 10:57:38 main:581] : INFO : Epoch 1564 | loss: 0.0312021 | val_loss: 0.0311995 | Time: 1952.36 ms
[2021-12-02 10:57:40 main:581] : INFO : Epoch 1565 | loss: 0.0312018 | val_loss: 0.0311984 | Time: 1946.62 ms
[2021-12-02 10:57:42 main:581] : INFO : Epoch 1566 | loss: 0.0312015 | val_loss: 0.0311982 | Time: 1892.06 ms
[2021-12-02 10:57:44 main:581] : INFO : Epoch 1567 | loss: 0.0312012 | val_loss: 0.0311981 | Time: 1925.88 ms
[2021-12-02 10:57:46 main:581] : INFO : Epoch 1568 | loss: 0.0312011 | val_loss: 0.0311977 | Time: 1934.68 ms
[2021-12-02 10:57:48 main:581] : INFO : Epoch 1569 | loss: 0.0312009 | val_loss: 0.0311976 | Time: 1908.92 ms
[2021-12-02 10:57:50 main:581] : INFO : Epoch 1570 | loss: 0.0312008 | val_loss: 0.0311975 | Time: 1952.81 ms
[2021-12-02 10:57:52 main:581] : INFO : Epoch 1571 | loss: 0.0312005 | val_loss: 0.0311972 | Time: 1966.82 ms
[2021-12-02 10:57:54 main:581] : INFO : Epoch 1572 | loss: 0.0312005 | val_loss: 0.0311971 | Time: 1949.72 ms
[2021-12-02 10:57:55 main:581] : INFO : Epoch 1573 | loss: 0.0312002 | val_loss: 0.031197 | Time: 1912.14 ms
[2021-12-02 10:57:57 main:581] : INFO : Epoch 1574 | loss: 0.0312002 | val_loss: 0.0311969 | Time: 1928.19 ms
[2021-12-02 10:57:59 main:581] : INFO : Epoch 1575 | loss: 0.0311999 | val_loss: 0.0311967 | Time: 1951.88 ms
[2021-12-02 10:58:01 main:581] : INFO : Epoch 1576 | loss: 0.0311998 | val_loss: 0.0311967 | Time: 1935.89 ms
[2021-12-02 10:58:03 main:581] : INFO : Epoch 1577 | loss: 0.0311997 | val_loss: 0.0311965 | Time: 1941.27 ms
[2021-12-02 10:58:05 main:581] : INFO : Epoch 1578 | loss: 0.0311997 | val_loss: 0.0311965 | Time: 1882.15 ms
[2021-12-02 10:58:07 main:581] : INFO : Epoch 1579 | loss: 0.0311996 | val_loss: 0.0311969 | Time: 1913.97 ms
[2021-12-02 10:58:09 main:581] : INFO : Epoch 1580 | loss: 0.0311998 | val_loss: 0.0311961 | Time: 1924.04 ms
[2021-12-02 10:58:11 main:581] : INFO : Epoch 1581 | loss: 0.0311993 | val_loss: 0.031196 | Time: 1921.15 ms
[2021-12-02 10:58:13 main:581] : INFO : Epoch 1582 | loss: 0.0311992 | val_loss: 0.0311972 | Time: 1967.55 ms
[2021-12-02 10:58:15 main:581] : INFO : Epoch 1583 | loss: 0.0311997 | val_loss: 0.0311958 | Time: 1987.16 ms
[2021-12-02 10:58:17 main:581] : INFO : Epoch 1584 | loss: 0.0311991 | val_loss: 0.0311966 | Time: 1973.85 ms
[2021-12-02 10:58:19 main:581] : INFO : Epoch 1585 | loss: 0.031199 | val_loss: 0.0311956 | Time: 2009.08 ms
[2021-12-02 10:58:21 main:581] : INFO : Epoch 1586 | loss: 0.031199 | val_loss: 0.0311957 | Time: 2016.23 ms
[2021-12-02 10:58:23 main:581] : INFO : Epoch 1587 | loss: 0.0311988 | val_loss: 0.0311954 | Time: 1986.29 ms
[2021-12-02 10:58:25 main:581] : INFO : Epoch 1588 | loss: 0.0311988 | val_loss: 0.0311955 | Time: 1980.47 ms
[2021-12-02 10:58:27 main:581] : INFO : Epoch 1589 | loss: 0.0311989 | val_loss: 0.0311954 | Time: 1966.1 ms
[2021-12-02 10:58:29 main:581] : INFO : Epoch 1590 | loss: 0.0311991 | val_loss: 0.0311956 | Time: 1927.98 ms
[2021-12-02 10:58:31 main:581] : INFO : Epoch 1591 | loss: 0.031199 | val_loss: 0.0311955 | Time: 1957.34 ms
[2021-12-02 10:58:32 main:581] : INFO : Epoch 1592 | loss: 0.0311986 | val_loss: 0.0311955 | Time: 1907.46 ms
[2021-12-02 10:58:34 main:581] : INFO : Epoch 1593 | loss: 0.0311985 | val_loss: 0.0311951 | Time: 1935.42 ms
[2021-12-02 10:58:36 main:581] : INFO : Epoch 1594 | loss: 0.0311985 | val_loss: 0.0311952 | Time: 1909.84 ms
[2021-12-02 10:58:38 main:581] : INFO : Epoch 1595 | loss: 0.0311982 | val_loss: 0.0311951 | Time: 1917.36 ms
[2021-12-02 10:58:40 main:581] : INFO : Epoch 1596 | loss: 0.0311981 | val_loss: 0.0311951 | Time: 1948 ms
[2021-12-02 10:58:42 main:581] : INFO : Epoch 1597 | loss: 0.0311982 | val_loss: 0.0311951 | Time: 1966.85 ms
[2021-12-02 10:58:44 main:581] : INFO : Epoch 1598 | loss: 0.0311981 | val_loss: 0.0311945 | Time: 1990.9 ms
[2021-12-02 10:58:46 main:581] : INFO : Epoch 1599 | loss: 0.0311979 | val_loss: 0.0311952 | Time: 1986.27 ms
[2021-12-02 10:58:48 main:581] : INFO : Epoch 1600 | loss: 0.0311986 | val_loss: 0.0311947 | Time: 1976.69 ms
[2021-12-02 10:58:50 main:581] : INFO : Epoch 1601 | loss: 0.0311977 | val_loss: 0.0311944 | Time: 1902.28 ms
[2021-12-02 10:58:52 main:581] : INFO : Epoch 1602 | loss: 0.0311981 | val_loss: 0.0311949 | Time: 1950.74 ms
[2021-12-02 10:58:54 main:581] : INFO : Epoch 1603 | loss: 0.0311977 | val_loss: 0.0311943 | Time: 1942.56 ms
[2021-12-02 10:58:56 main:581] : INFO : Epoch 1604 | loss: 0.0311979 | val_loss: 0.0311947 | Time: 1919.61 ms
[2021-12-02 10:58:58 main:581] : INFO : Epoch 1605 | loss: 0.0311981 | val_loss: 0.031195 | Time: 1904.06 ms
[2021-12-02 10:59:00 main:581] : INFO : Epoch 1606 | loss: 0.0311983 | val_loss: 0.0311946 | Time: 1898.49 ms
[2021-12-02 10:59:02 main:581] : INFO : Epoch 1607 | loss: 0.031198 | val_loss: 0.0311942 | Time: 1915.74 ms
[2021-12-02 10:59:04 main:581] : INFO : Epoch 1608 | loss: 0.0311982 | val_loss: 0.031194 | Time: 1942.3 ms
[2021-12-02 10:59:05 main:581] : INFO : Epoch 1609 | loss: 0.0311976 | val_loss: 0.0311939 | Time: 1988.51 ms
[2021-12-02 10:59:08 main:581] : INFO : Epoch 1610 | loss: 0.0311978 | val_loss: 0.0311942 | Time: 2055.13 ms
[2021-12-02 10:59:10 main:581] : INFO : Epoch 1611 | loss: 0.0311983 | val_loss: 0.0311939 | Time: 1962.42 ms
[2021-12-02 10:59:12 main:581] : INFO : Epoch 1612 | loss: 0.0311973 | val_loss: 0.0311938 | Time: 2060.27 ms
[2021-12-02 10:59:14 main:581] : INFO : Epoch 1613 | loss: 0.0311973 | val_loss: 0.0311937 | Time: 2012.6 ms
[2021-12-02 10:59:16 main:581] : INFO : Epoch 1614 | loss: 0.0311971 | val_loss: 0.0311943 | Time: 1975.89 ms
[2021-12-02 10:59:18 main:581] : INFO : Epoch 1615 | loss: 0.0311971 | val_loss: 0.0311935 | Time: 1974.22 ms
[2021-12-02 10:59:20 main:581] : INFO : Epoch 1616 | loss: 0.031198 | val_loss: 0.0311943 | Time: 2036.34 ms
[2021-12-02 10:59:22 main:581] : INFO : Epoch 1617 | loss: 0.0311968 | val_loss: 0.0311938 | Time: 1988.21 ms
[2021-12-02 10:59:24 main:581] : INFO : Epoch 1618 | loss: 0.031197 | val_loss: 0.0311933 | Time: 2010.08 ms
[2021-12-02 10:59:26 main:581] : INFO : Epoch 1619 | loss: 0.0311966 | val_loss: 0.0311932 | Time: 2018.33 ms
[2021-12-02 10:59:28 main:581] : INFO : Epoch 1620 | loss: 0.031197 | val_loss: 0.0311946 | Time: 1975.93 ms
[2021-12-02 10:59:30 main:581] : INFO : Epoch 1621 | loss: 0.0311976 | val_loss: 0.0311934 | Time: 1977.4 ms
[2021-12-02 10:59:32 main:581] : INFO : Epoch 1622 | loss: 0.0311963 | val_loss: 0.0311931 | Time: 1969.91 ms
[2021-12-02 10:59:33 main:581] : INFO : Epoch 1623 | loss: 0.0311962 | val_loss: 0.0311931 | Time: 1972.4 ms
[2021-12-02 10:59:35 main:581] : INFO : Epoch 1624 | loss: 0.0311962 | val_loss: 0.0311931 | Time: 1991.89 ms
[2021-12-02 10:59:37 main:581] : INFO : Epoch 1625 | loss: 0.0311971 | val_loss: 0.0311932 | Time: 1985.57 ms
[2021-12-02 10:59:39 main:581] : INFO : Epoch 1626 | loss: 0.0311964 | val_loss: 0.0311929 | Time: 1980.43 ms
[2021-12-02 10:59:41 main:581] : INFO : Epoch 1627 | loss: 0.0311961 | val_loss: 0.0311929 | Time: 2002.64 ms
[2021-12-02 10:59:43 main:581] : INFO : Epoch 1628 | loss: 0.0311968 | val_loss: 0.031194 | Time: 1976.19 ms
[2021-12-02 10:59:45 main:581] : INFO : Epoch 1629 | loss: 0.0311963 | val_loss: 0.0311929 | Time: 1999.22 ms
[2021-12-02 10:59:47 main:581] : INFO : Epoch 1630 | loss: 0.0311958 | val_loss: 0.0311927 | Time: 2016.43 ms
[2021-12-02 10:59:49 main:581] : INFO : Epoch 1631 | loss: 0.0311956 | val_loss: 0.0311923 | Time: 2011.9 ms
[2021-12-02 10:59:52 main:581] : INFO : Epoch 1632 | loss: 0.0311957 | val_loss: 0.0311929 | Time: 2066.11 ms
[2021-12-02 10:59:54 main:581] : INFO : Epoch 1633 | loss: 0.0311968 | val_loss: 0.0311926 | Time: 2016.07 ms
[2021-12-02 10:59:56 main:581] : INFO : Epoch 1634 | loss: 0.031196 | val_loss: 0.0311922 | Time: 2005.14 ms
[2021-12-02 10:59:58 main:581] : INFO : Epoch 1635 | loss: 0.0311956 | val_loss: 0.0311919 | Time: 2009.88 ms
[2021-12-02 11:00:00 main:581] : INFO : Epoch 1636 | loss: 0.0311953 | val_loss: 0.0311911 | Time: 2025.19 ms
[2021-12-02 11:00:02 main:581] : INFO : Epoch 1637 | loss: 0.0311951 | val_loss: 0.0311912 | Time: 1956.79 ms
[2021-12-02 11:00:03 main:581] : INFO : Epoch 1638 | loss: 0.0311954 | val_loss: 0.0311915 | Time: 1952.17 ms
[2021-12-02 11:00:05 main:581] : INFO : Epoch 1639 | loss: 0.0311954 | val_loss: 0.0311918 | Time: 2011.54 ms
[2021-12-02 11:00:07 main:581] : INFO : Epoch 1640 | loss: 0.031195 | val_loss: 0.0311906 | Time: 1963.09 ms
[2021-12-02 11:00:09 main:581] : INFO : Epoch 1641 | loss: 0.0311945 | val_loss: 0.0311903 | Time: 1970.14 ms
[2021-12-02 11:00:11 main:581] : INFO : Epoch 1642 | loss: 0.0311943 | val_loss: 0.0311904 | Time: 1988.91 ms
[2021-12-02 11:00:13 main:581] : INFO : Epoch 1643 | loss: 0.0311942 | val_loss: 0.0311912 | Time: 1989.76 ms
[2021-12-02 11:00:15 main:581] : INFO : Epoch 1644 | loss: 0.0311956 | val_loss: 0.0311906 | Time: 1974.09 ms
[2021-12-02 11:00:17 main:581] : INFO : Epoch 1645 | loss: 0.0311944 | val_loss: 0.0311897 | Time: 1883.53 ms
[2021-12-02 11:00:19 main:581] : INFO : Epoch 1646 | loss: 0.031194 | val_loss: 0.0311907 | Time: 1911.06 ms
[2021-12-02 11:00:21 main:581] : INFO : Epoch 1647 | loss: 0.0311939 | val_loss: 0.0311894 | Time: 1896.08 ms
[2021-12-02 11:00:23 main:581] : INFO : Epoch 1648 | loss: 0.0311936 | val_loss: 0.0311892 | Time: 1882.04 ms
[2021-12-02 11:00:25 main:581] : INFO : Epoch 1649 | loss: 0.0311943 | val_loss: 0.0311893 | Time: 1938.07 ms
[2021-12-02 11:00:27 main:581] : INFO : Epoch 1650 | loss: 0.0311934 | val_loss: 0.0311898 | Time: 1860.33 ms
[2021-12-02 11:00:29 main:581] : INFO : Epoch 1651 | loss: 0.0311931 | val_loss: 0.0311891 | Time: 1845.95 ms
[2021-12-02 11:00:30 main:581] : INFO : Epoch 1652 | loss: 0.0311934 | val_loss: 0.0311888 | Time: 1822.25 ms
[2021-12-02 11:00:32 main:581] : INFO : Epoch 1653 | loss: 0.0311929 | val_loss: 0.0311889 | Time: 1872.6 ms
[2021-12-02 11:00:34 main:581] : INFO : Epoch 1654 | loss: 0.0311927 | val_loss: 0.0311885 | Time: 1845.37 ms
[2021-12-02 11:00:36 main:581] : INFO : Epoch 1655 | loss: 0.0311927 | val_loss: 0.0311886 | Time: 1879.51 ms
[2021-12-02 11:00:38 main:581] : INFO : Epoch 1656 | loss: 0.0311925 | val_loss: 0.0311884 | Time: 1858.53 ms
[2021-12-02 11:00:40 main:581] : INFO : Epoch 1657 | loss: 0.0311934 | val_loss: 0.0311905 | Time: 1903.15 ms
[2021-12-02 11:00:42 main:581] : INFO : Epoch 1658 | loss: 0.0311926 | val_loss: 0.0311886 | Time: 1884.61 ms
[2021-12-02 11:00:44 main:581] : INFO : Epoch 1659 | loss: 0.0311924 | val_loss: 0.0311884 | Time: 1946.44 ms
[2021-12-02 11:00:46 main:581] : INFO : Epoch 1660 | loss: 0.031193 | val_loss: 0.0311888 | Time: 1954.12 ms
[2021-12-02 11:00:48 main:581] : INFO : Epoch 1661 | loss: 0.0311929 | val_loss: 0.0311894 | Time: 1953.84 ms
[2021-12-02 11:00:50 main:581] : INFO : Epoch 1662 | loss: 0.031193 | val_loss: 0.0311892 | Time: 1969.59 ms
[2021-12-02 11:00:51 main:581] : INFO : Epoch 1663 | loss: 0.0311925 | val_loss: 0.0311885 | Time: 1967.07 ms
[2021-12-02 11:00:53 main:581] : INFO : Epoch 1664 | loss: 0.0311936 | val_loss: 0.0311885 | Time: 1988.5 ms
[2021-12-02 11:00:55 main:581] : INFO : Epoch 1665 | loss: 0.0311933 | val_loss: 0.0311907 | Time: 1961.03 ms
[2021-12-02 11:00:57 main:581] : INFO : Epoch 1666 | loss: 0.0311955 | val_loss: 0.0311881 | Time: 1975.97 ms
[2021-12-02 11:00:59 main:581] : INFO : Epoch 1667 | loss: 0.0311931 | val_loss: 0.0311884 | Time: 1988.53 ms
[2021-12-02 11:01:01 main:581] : INFO : Epoch 1668 | loss: 0.0311924 | val_loss: 0.0311915 | Time: 1984.09 ms
[2021-12-02 11:01:03 main:581] : INFO : Epoch 1669 | loss: 0.0311952 | val_loss: 0.0311896 | Time: 1957.52 ms
[2021-12-02 11:01:05 main:581] : INFO : Epoch 1670 | loss: 0.0311948 | val_loss: 0.0311901 | Time: 1975.95 ms
[2021-12-02 11:01:07 main:581] : INFO : Epoch 1671 | loss: 0.0311953 | val_loss: 0.0311894 | Time: 1947.75 ms
[2021-12-02 11:01:09 main:581] : INFO : Epoch 1672 | loss: 0.0311944 | val_loss: 0.0311911 | Time: 1969.67 ms
[2021-12-02 11:01:11 main:581] : INFO : Epoch 1673 | loss: 0.0311943 | val_loss: 0.0311892 | Time: 2034.51 ms
[2021-12-02 11:01:13 main:581] : INFO : Epoch 1674 | loss: 0.0311938 | val_loss: 0.0311893 | Time: 2088.14 ms
[2021-12-02 11:01:16 main:581] : INFO : Epoch 1675 | loss: 0.0311935 | val_loss: 0.0311939 | Time: 2673.99 ms
[2021-12-02 11:01:18 main:581] : INFO : Epoch 1676 | loss: 0.0311942 | val_loss: 0.0311893 | Time: 2025.11 ms
[2021-12-02 11:01:20 main:581] : INFO : Epoch 1677 | loss: 0.0311947 | val_loss: 0.0311892 | Time: 2074.95 ms
[2021-12-02 11:01:22 main:581] : INFO : Epoch 1678 | loss: 0.0311935 | val_loss: 0.031189 | Time: 1994.12 ms
[2021-12-02 11:01:24 main:581] : INFO : Epoch 1679 | loss: 0.0311929 | val_loss: 0.0311888 | Time: 1955.16 ms
[2021-12-02 11:01:26 main:581] : INFO : Epoch 1680 | loss: 0.0311923 | val_loss: 0.0311887 | Time: 1967.22 ms
[2021-12-02 11:01:28 main:581] : INFO : Epoch 1681 | loss: 0.0311921 | val_loss: 0.0311927 | Time: 2014.56 ms
[2021-12-02 11:01:30 main:581] : INFO : Epoch 1682 | loss: 0.0311949 | val_loss: 0.0311926 | Time: 1979.48 ms
[2021-12-02 11:01:32 main:581] : INFO : Epoch 1683 | loss: 0.0311934 | val_loss: 0.0311892 | Time: 1960.98 ms
[2021-12-02 11:01:34 main:581] : INFO : Epoch 1684 | loss: 0.0311924 | val_loss: 0.0311892 | Time: 1952.45 ms
[2021-12-02 11:01:36 main:581] : INFO : Epoch 1685 | loss: 0.0311921 | val_loss: 0.0311893 | Time: 1955.67 ms
[2021-12-02 11:01:38 main:581] : INFO : Epoch 1686 | loss: 0.0311921 | val_loss: 0.0311894 | Time: 1970 ms
[2021-12-02 11:01:40 main:581] : INFO : Epoch 1687 | loss: 0.0311916 | val_loss: 0.031189 | Time: 1947.47 ms
[2021-12-02 11:01:42 main:581] : INFO : Epoch 1688 | loss: 0.0311921 | val_loss: 0.0311889 | Time: 1957.41 ms
[2021-12-02 11:01:44 main:581] : INFO : Epoch 1689 | loss: 0.0311919 | val_loss: 0.0311895 | Time: 1971.83 ms
[2021-12-02 11:01:46 main:581] : INFO : Epoch 1690 | loss: 0.0311919 | val_loss: 0.0311892 | Time: 1973.02 ms
[2021-12-02 11:01:48 main:581] : INFO : Epoch 1691 | loss: 0.0311925 | val_loss: 0.0311891 | Time: 1992.88 ms
[2021-12-02 11:01:50 main:581] : INFO : Epoch 1692 | loss: 0.0311921 | val_loss: 0.0311887 | Time: 1991.35 ms
[2021-12-02 11:01:52 main:581] : INFO : Epoch 1693 | loss: 0.0311916 | val_loss: 0.0311886 | Time: 1966.25 ms
[2021-12-02 11:01:54 main:581] : INFO : Epoch 1694 | loss: 0.0311923 | val_loss: 0.0311884 | Time: 2015.37 ms
[2021-12-02 11:01:56 main:581] : INFO : Epoch 1695 | loss: 0.0311916 | val_loss: 0.0311917 | Time: 1980.71 ms
[2021-12-02 11:01:58 main:581] : INFO : Epoch 1696 | loss: 0.031192 | val_loss: 0.0311888 | Time: 1937.54 ms
[2021-12-02 11:02:00 main:581] : INFO : Epoch 1697 | loss: 0.0311918 | val_loss: 0.0311914 | Time: 1909.82 ms
[2021-12-02 11:02:01 main:581] : INFO : Epoch 1698 | loss: 0.0311923 | val_loss: 0.0311892 | Time: 1859.12 ms
[2021-12-02 11:02:03 main:581] : INFO : Epoch 1699 | loss: 0.031192 | val_loss: 0.0311891 | Time: 1879.55 ms
[2021-12-02 11:02:05 main:581] : INFO : Epoch 1700 | loss: 0.0311912 | val_loss: 0.0311888 | Time: 1900.03 ms
[2021-12-02 11:02:07 main:581] : INFO : Epoch 1701 | loss: 0.0311926 | val_loss: 0.0311883 | Time: 1924.75 ms
[2021-12-02 11:02:09 main:581] : INFO : Epoch 1702 | loss: 0.0311927 | val_loss: 0.0311905 | Time: 1898.6 ms
[2021-12-02 11:02:11 main:581] : INFO : Epoch 1703 | loss: 0.0311928 | val_loss: 0.0311922 | Time: 1904.33 ms
[2021-12-02 11:02:13 main:581] : INFO : Epoch 1704 | loss: 0.0311919 | val_loss: 0.0311881 | Time: 1927.18 ms
[2021-12-02 11:02:15 main:581] : INFO : Epoch 1705 | loss: 0.0311928 | val_loss: 0.0311905 | Time: 1907.73 ms
[2021-12-02 11:02:17 main:581] : INFO : Epoch 1706 | loss: 0.0311911 | val_loss: 0.0311917 | Time: 1883.44 ms
[2021-12-02 11:02:19 main:581] : INFO : Epoch 1707 | loss: 0.0311919 | val_loss: 0.031188 | Time: 1917.28 ms
[2021-12-02 11:02:20 main:581] : INFO : Epoch 1708 | loss: 0.0311914 | val_loss: 0.0311887 | Time: 1938.54 ms
[2021-12-02 11:02:22 main:581] : INFO : Epoch 1709 | loss: 0.03119 | val_loss: 0.0311867 | Time: 1896.69 ms
[2021-12-02 11:02:24 main:581] : INFO : Epoch 1710 | loss: 0.03119 | val_loss: 0.0311875 | Time: 1895.43 ms
[2021-12-02 11:02:26 main:581] : INFO : Epoch 1711 | loss: 0.0311907 | val_loss: 0.0311867 | Time: 1924.82 ms
[2021-12-02 11:02:28 main:581] : INFO : Epoch 1712 | loss: 0.03119 | val_loss: 0.0311886 | Time: 1863.91 ms
[2021-12-02 11:02:30 main:581] : INFO : Epoch 1713 | loss: 0.0311901 | val_loss: 0.0311863 | Time: 1904.1 ms
[2021-12-02 11:02:32 main:581] : INFO : Epoch 1714 | loss: 0.0311899 | val_loss: 0.0311862 | Time: 1894.39 ms
[2021-12-02 11:02:34 main:581] : INFO : Epoch 1715 | loss: 0.0311904 | val_loss: 0.0311872 | Time: 1890.03 ms
[2021-12-02 11:02:36 main:581] : INFO : Epoch 1716 | loss: 0.0311903 | val_loss: 0.0311876 | Time: 1907.58 ms
[2021-12-02 11:02:38 main:581] : INFO : Epoch 1717 | loss: 0.0311933 | val_loss: 0.0311904 | Time: 1898.36 ms
[2021-12-02 11:02:39 main:581] : INFO : Epoch 1718 | loss: 0.0311939 | val_loss: 0.0311874 | Time: 1922.77 ms
[2021-12-02 11:02:41 main:581] : INFO : Epoch 1719 | loss: 0.0311921 | val_loss: 0.031188 | Time: 1834.62 ms
[2021-12-02 11:02:43 main:581] : INFO : Epoch 1720 | loss: 0.0311915 | val_loss: 0.0311869 | Time: 1873.58 ms
[2021-12-02 11:02:45 main:581] : INFO : Epoch 1721 | loss: 0.0311922 | val_loss: 0.0311867 | Time: 1886.47 ms
[2021-12-02 11:02:47 main:581] : INFO : Epoch 1722 | loss: 0.031191 | val_loss: 0.0311874 | Time: 1904.24 ms
[2021-12-02 11:02:49 main:581] : INFO : Epoch 1723 | loss: 0.0311917 | val_loss: 0.0311871 | Time: 1886.81 ms
[2021-12-02 11:02:51 main:581] : INFO : Epoch 1724 | loss: 0.0311915 | val_loss: 0.0311873 | Time: 1919.58 ms
[2021-12-02 11:02:53 main:581] : INFO : Epoch 1725 | loss: 0.0311916 | val_loss: 0.031188 | Time: 1855.44 ms
[2021-12-02 11:02:55 main:581] : INFO : Epoch 1726 | loss: 0.0311924 | val_loss: 0.0311948 | Time: 1908.78 ms
[2021-12-02 11:02:56 main:581] : INFO : Epoch 1727 | loss: 0.0311929 | val_loss: 0.0311944 | Time: 1892.59 ms
[2021-12-02 11:02:58 main:581] : INFO : Epoch 1728 | loss: 0.0311956 | val_loss: 0.0312121 | Time: 1890.08 ms
[2021-12-02 11:03:00 main:581] : INFO : Epoch 1729 | loss: 0.0311982 | val_loss: 0.0311889 | Time: 1888.41 ms
[2021-12-02 11:03:02 main:581] : INFO : Epoch 1730 | loss: 0.0311905 | val_loss: 0.0311881 | Time: 1903.67 ms
[2021-12-02 11:03:04 main:581] : INFO : Epoch 1731 | loss: 0.0311918 | val_loss: 0.0311902 | Time: 1882.69 ms
[2021-12-02 11:03:06 main:581] : INFO : Epoch 1732 | loss: 0.0311953 | val_loss: 0.0311883 | Time: 1896.88 ms
[2021-12-02 11:03:08 main:581] : INFO : Epoch 1733 | loss: 0.031194 | val_loss: 0.031188 | Time: 1847.26 ms
[2021-12-02 11:03:10 main:581] : INFO : Epoch 1734 | loss: 0.0311935 | val_loss: 0.0311938 | Time: 1812.82 ms
[2021-12-02 11:03:11 main:581] : INFO : Epoch 1735 | loss: 0.031194 | val_loss: 0.0311888 | Time: 1866.54 ms
[2021-12-02 11:03:13 main:581] : INFO : Epoch 1736 | loss: 0.0311959 | val_loss: 0.0311905 | Time: 1819.92 ms
[2021-12-02 11:03:15 main:581] : INFO : Epoch 1737 | loss: 0.031194 | val_loss: 0.0311866 | Time: 1835.59 ms
[2021-12-02 11:03:17 main:581] : INFO : Epoch 1738 | loss: 0.0311921 | val_loss: 0.0311866 | Time: 1856.83 ms
[2021-12-02 11:03:19 main:581] : INFO : Epoch 1739 | loss: 0.0311922 | val_loss: 0.031187 | Time: 1843.81 ms
[2021-12-02 11:03:21 main:581] : INFO : Epoch 1740 | loss: 0.0311925 | val_loss: 0.0311908 | Time: 1939.54 ms
[2021-12-02 11:03:23 main:581] : INFO : Epoch 1741 | loss: 0.0311927 | val_loss: 0.0311877 | Time: 1825.26 ms
[2021-12-02 11:03:24 main:581] : INFO : Epoch 1742 | loss: 0.0311939 | val_loss: 0.0311907 | Time: 1882.13 ms
[2021-12-02 11:03:26 main:581] : INFO : Epoch 1743 | loss: 0.0311916 | val_loss: 0.0311868 | Time: 1881.11 ms
[2021-12-02 11:03:28 main:581] : INFO : Epoch 1744 | loss: 0.0311912 | val_loss: 0.0311861 | Time: 1891.35 ms
[2021-12-02 11:03:30 main:581] : INFO : Epoch 1745 | loss: 0.031191 | val_loss: 0.0311861 | Time: 1862.19 ms
[2021-12-02 11:03:32 main:581] : INFO : Epoch 1746 | loss: 0.0311906 | val_loss: 0.0311864 | Time: 1900.34 ms
[2021-12-02 11:03:34 main:581] : INFO : Epoch 1747 | loss: 0.0311959 | val_loss: 0.0311945 | Time: 1849.81 ms
[2021-12-02 11:03:36 main:581] : INFO : Epoch 1748 | loss: 0.0311921 | val_loss: 0.031187 | Time: 1859.22 ms
[2021-12-02 11:03:38 main:581] : INFO : Epoch 1749 | loss: 0.0311909 | val_loss: 0.03119 | Time: 1863.95 ms
[2021-12-02 11:03:39 main:581] : INFO : Epoch 1750 | loss: 0.0311912 | val_loss: 0.0311863 | Time: 1889.47 ms
[2021-12-02 11:03:41 main:581] : INFO : Epoch 1751 | loss: 0.03119 | val_loss: 0.0311862 | Time: 1876.09 ms
[2021-12-02 11:03:43 main:581] : INFO : Epoch 1752 | loss: 0.03119 | val_loss: 0.0311847 | Time: 1857.36 ms
[2021-12-02 11:03:45 main:581] : INFO : Epoch 1753 | loss: 0.0311887 | val_loss: 0.0311832 | Time: 1855.55 ms
[2021-12-02 11:03:47 main:581] : INFO : Epoch 1754 | loss: 0.0311863 | val_loss: 0.0311816 | Time: 1862.28 ms
[2021-12-02 11:03:49 main:581] : INFO : Epoch 1755 | loss: 0.0311839 | val_loss: 0.0311812 | Time: 1840.6 ms
[2021-12-02 11:03:51 main:581] : INFO : Epoch 1756 | loss: 0.0311831 | val_loss: 0.0311821 | Time: 1874.88 ms
[2021-12-02 11:03:52 main:581] : INFO : Epoch 1757 | loss: 0.0311833 | val_loss: 0.0311838 | Time: 1889.19 ms
[2021-12-02 11:03:54 main:581] : INFO : Epoch 1758 | loss: 0.0311828 | val_loss: 0.0311789 | Time: 1902.45 ms
[2021-12-02 11:03:56 main:581] : INFO : Epoch 1759 | loss: 0.0311842 | val_loss: 0.0311853 | Time: 1880.48 ms
[2021-12-02 11:03:58 main:581] : INFO : Epoch 1760 | loss: 0.0311832 | val_loss: 0.0311811 | Time: 1877.32 ms
[2021-12-02 11:04:00 main:581] : INFO : Epoch 1761 | loss: 0.0311844 | val_loss: 0.0311783 | Time: 1959.54 ms
[2021-12-02 11:04:02 main:581] : INFO : Epoch 1762 | loss: 0.0311871 | val_loss: 0.0311903 | Time: 1958.48 ms
[2021-12-02 11:04:04 main:581] : INFO : Epoch 1763 | loss: 0.0311861 | val_loss: 0.0311804 | Time: 1939.2 ms
[2021-12-02 11:04:06 main:581] : INFO : Epoch 1764 | loss: 0.0311818 | val_loss: 0.0311804 | Time: 1885.04 ms
[2021-12-02 11:04:08 main:581] : INFO : Epoch 1765 | loss: 0.031182 | val_loss: 0.031178 | Time: 1877.49 ms
[2021-12-02 11:04:10 main:581] : INFO : Epoch 1766 | loss: 0.0311812 | val_loss: 0.0311787 | Time: 1920.17 ms
[2021-12-02 11:04:12 main:581] : INFO : Epoch 1767 | loss: 0.0311825 | val_loss: 0.0311778 | Time: 1898.82 ms
[2021-12-02 11:04:14 main:581] : INFO : Epoch 1768 | loss: 0.0311836 | val_loss: 0.0311794 | Time: 1929.87 ms
[2021-12-02 11:04:15 main:581] : INFO : Epoch 1769 | loss: 0.0311832 | val_loss: 0.0311779 | Time: 1880.86 ms
[2021-12-02 11:04:17 main:581] : INFO : Epoch 1770 | loss: 0.0311828 | val_loss: 0.0311786 | Time: 1918.79 ms
[2021-12-02 11:04:19 main:581] : INFO : Epoch 1771 | loss: 0.0311806 | val_loss: 0.0311776 | Time: 1887.03 ms
[2021-12-02 11:04:21 main:581] : INFO : Epoch 1772 | loss: 0.0311806 | val_loss: 0.0311829 | Time: 1890.15 ms
[2021-12-02 11:04:23 main:581] : INFO : Epoch 1773 | loss: 0.0311826 | val_loss: 0.0311781 | Time: 1900.19 ms
[2021-12-02 11:04:25 main:581] : INFO : Epoch 1774 | loss: 0.0311812 | val_loss: 0.0311806 | Time: 1866.76 ms
[2021-12-02 11:04:27 main:581] : INFO : Epoch 1775 | loss: 0.0311814 | val_loss: 0.0311792 | Time: 1846.12 ms
[2021-12-02 11:04:29 main:581] : INFO : Epoch 1776 | loss: 0.0311804 | val_loss: 0.0311791 | Time: 1857.89 ms
[2021-12-02 11:04:30 main:581] : INFO : Epoch 1777 | loss: 0.0311816 | val_loss: 0.0311775 | Time: 1858.19 ms
[2021-12-02 11:04:32 main:581] : INFO : Epoch 1778 | loss: 0.0311798 | val_loss: 0.0311774 | Time: 1865.69 ms
[2021-12-02 11:04:34 main:581] : INFO : Epoch 1779 | loss: 0.0311794 | val_loss: 0.0311776 | Time: 1887.47 ms
[2021-12-02 11:04:36 main:581] : INFO : Epoch 1780 | loss: 0.0311792 | val_loss: 0.0311784 | Time: 1895.46 ms
[2021-12-02 11:04:38 main:581] : INFO : Epoch 1781 | loss: 0.0311818 | val_loss: 0.0311781 | Time: 1871.69 ms
[2021-12-02 11:04:40 main:581] : INFO : Epoch 1782 | loss: 0.0311822 | val_loss: 0.0311783 | Time: 1849.84 ms
[2021-12-02 11:04:42 main:581] : INFO : Epoch 1783 | loss: 0.0311826 | val_loss: 0.0311782 | Time: 1918.82 ms
[2021-12-02 11:04:44 main:581] : INFO : Epoch 1784 | loss: 0.03118 | val_loss: 0.0311796 | Time: 1958.55 ms
[2021-12-02 11:04:46 main:581] : INFO : Epoch 1785 | loss: 0.0311797 | val_loss: 0.0311786 | Time: 1938.35 ms
[2021-12-02 11:04:47 main:581] : INFO : Epoch 1786 | loss: 0.0311803 | val_loss: 0.0311889 | Time: 1883.91 ms
[2021-12-02 11:04:49 main:581] : INFO : Epoch 1787 | loss: 0.0311842 | val_loss: 0.0311803 | Time: 1833.27 ms
[2021-12-02 11:04:51 main:581] : INFO : Epoch 1788 | loss: 0.0311812 | val_loss: 0.031179 | Time: 1862.55 ms
[2021-12-02 11:04:53 main:581] : INFO : Epoch 1789 | loss: 0.031179 | val_loss: 0.0311788 | Time: 1848.58 ms
[2021-12-02 11:04:55 main:581] : INFO : Epoch 1790 | loss: 0.0311795 | val_loss: 0.0311774 | Time: 1880.07 ms
[2021-12-02 11:04:57 main:581] : INFO : Epoch 1791 | loss: 0.0311837 | val_loss: 0.031189 | Time: 1880.78 ms
[2021-12-02 11:04:59 main:581] : INFO : Epoch 1792 | loss: 0.0311884 | val_loss: 0.0311886 | Time: 1846.56 ms
[2021-12-02 11:05:01 main:581] : INFO : Epoch 1793 | loss: 0.0311896 | val_loss: 0.0311919 | Time: 1929.68 ms
[2021-12-02 11:05:02 main:581] : INFO : Epoch 1794 | loss: 0.0311878 | val_loss: 0.0311837 | Time: 1878.62 ms
[2021-12-02 11:05:04 main:581] : INFO : Epoch 1795 | loss: 0.0311845 | val_loss: 0.0311811 | Time: 1859.63 ms
[2021-12-02 11:05:06 main:581] : INFO : Epoch 1796 | loss: 0.031184 | val_loss: 0.0311811 | Time: 1962.92 ms
[2021-12-02 11:05:08 main:581] : INFO : Epoch 1797 | loss: 0.0311841 | val_loss: 0.0311808 | Time: 1920.52 ms
[2021-12-02 11:05:10 main:581] : INFO : Epoch 1798 | loss: 0.0311829 | val_loss: 0.0311809 | Time: 1868.74 ms
[2021-12-02 11:05:12 main:581] : INFO : Epoch 1799 | loss: 0.0311835 | val_loss: 0.031187 | Time: 1866.13 ms
[2021-12-02 11:05:14 main:581] : INFO : Epoch 1800 | loss: 0.0311884 | val_loss: 0.031183 | Time: 1870.36 ms
[2021-12-02 11:05:16 main:581] : INFO : Epoch 1801 | loss: 0.0311842 | val_loss: 0.0311797 | Time: 1893.32 ms
[2021-12-02 11:05:18 main:581] : INFO : Epoch 1802 | loss: 0.0311853 | val_loss: 0.0311812 | Time: 1922.82 ms
[2021-12-02 11:05:20 main:581] : INFO : Epoch 1803 | loss: 0.0311816 | val_loss: 0.0311801 | Time: 1942.51 ms
[2021-12-02 11:05:21 main:581] : INFO : Epoch 1804 | loss: 0.0311813 | val_loss: 0.0311804 | Time: 1879.25 ms
[2021-12-02 11:05:23 main:581] : INFO : Epoch 1805 | loss: 0.0311806 | val_loss: 0.0311803 | Time: 1924.72 ms
[2021-12-02 11:05:25 main:581] : INFO : Epoch 1806 | loss: 0.0311804 | val_loss: 0.0311807 | Time: 1925.91 ms
[2021-12-02 11:05:27 main:581] : INFO : Epoch 1807 | loss: 0.0311803 | val_loss: 0.0311808 | Time: 1876.1 ms
[2021-12-02 11:05:29 main:581] : INFO : Epoch 1808 | loss: 0.0311805 | val_loss: 0.0311832 | Time: 1898.79 ms
[2021-12-02 11:05:31 main:581] : INFO : Epoch 1809 | loss: 0.0311826 | val_loss: 0.0311807 | Time: 1851 ms
[2021-12-02 11:05:33 main:581] : INFO : Epoch 1810 | loss: 0.0311819 | val_loss: 0.0311816 | Time: 1846.61 ms
[2021-12-02 11:05:35 main:581] : INFO : Epoch 1811 | loss: 0.0311818 | val_loss: 0.0311841 | Time: 1804.26 ms
[2021-12-02 11:05:36 main:581] : INFO : Epoch 1812 | loss: 0.0311818 | val_loss: 0.031181 | Time: 1902.73 ms
[2021-12-02 11:05:38 main:581] : INFO : Epoch 1813 | loss: 0.0311825 | val_loss: 0.0311805 | Time: 1887.44 ms
[2021-12-02 11:05:40 main:581] : INFO : Epoch 1814 | loss: 0.0311817 | val_loss: 0.0311787 | Time: 1892.09 ms
[2021-12-02 11:05:42 main:581] : INFO : Epoch 1815 | loss: 0.0311831 | val_loss: 0.0311848 | Time: 1830.68 ms
[2021-12-02 11:05:44 main:581] : INFO : Epoch 1816 | loss: 0.031183 | val_loss: 0.0311833 | Time: 1814.86 ms
[2021-12-02 11:05:46 main:581] : INFO : Epoch 1817 | loss: 0.0311821 | val_loss: 0.0311808 | Time: 1857.65 ms
[2021-12-02 11:05:48 main:581] : INFO : Epoch 1818 | loss: 0.0311843 | val_loss: 0.0311844 | Time: 1882.81 ms
[2021-12-02 11:05:49 main:581] : INFO : Epoch 1819 | loss: 0.0311819 | val_loss: 0.0311799 | Time: 1820.2 ms
[2021-12-02 11:05:51 main:581] : INFO : Epoch 1820 | loss: 0.0311818 | val_loss: 0.0311798 | Time: 1852.13 ms
[2021-12-02 11:05:53 main:581] : INFO : Epoch 1821 | loss: 0.0311809 | val_loss: 0.0311805 | Time: 1843.17 ms
[2021-12-02 11:05:55 main:581] : INFO : Epoch 1822 | loss: 0.0311815 | val_loss: 0.0311831 | Time: 1843.53 ms
[2021-12-02 11:05:57 main:581] : INFO : Epoch 1823 | loss: 0.0311812 | val_loss: 0.0311804 | Time: 1837.38 ms
[2021-12-02 11:05:59 main:581] : INFO : Epoch 1824 | loss: 0.0311817 | val_loss: 0.0311816 | Time: 1826.55 ms
[2021-12-02 11:06:01 main:581] : INFO : Epoch 1825 | loss: 0.0311875 | val_loss: 0.0311835 | Time: 1852.1 ms
[2021-12-02 11:06:02 main:581] : INFO : Epoch 1826 | loss: 0.0311873 | val_loss: 0.0311794 | Time: 1838.05 ms
[2021-12-02 11:06:04 main:581] : INFO : Epoch 1827 | loss: 0.0311839 | val_loss: 0.0311795 | Time: 1818.31 ms
[2021-12-02 11:06:06 main:581] : INFO : Epoch 1828 | loss: 0.0311821 | val_loss: 0.0311798 | Time: 1849.33 ms
[2021-12-02 11:06:08 main:581] : INFO : Epoch 1829 | loss: 0.0311824 | val_loss: 0.0311786 | Time: 1800.68 ms
[2021-12-02 11:06:10 main:581] : INFO : Epoch 1830 | loss: 0.0311825 | val_loss: 0.0311784 | Time: 1854.92 ms
[2021-12-02 11:06:12 main:581] : INFO : Epoch 1831 | loss: 0.0311819 | val_loss: 0.0311807 | Time: 1854.18 ms
[2021-12-02 11:06:13 main:581] : INFO : Epoch 1832 | loss: 0.0311842 | val_loss: 0.0311816 | Time: 1841.3 ms
[2021-12-02 11:06:15 main:581] : INFO : Epoch 1833 | loss: 0.0311827 | val_loss: 0.0311813 | Time: 1871.56 ms
[2021-12-02 11:06:17 main:581] : INFO : Epoch 1834 | loss: 0.0311846 | val_loss: 0.03118 | Time: 1822.75 ms
[2021-12-02 11:06:19 main:581] : INFO : Epoch 1835 | loss: 0.0311838 | val_loss: 0.0311873 | Time: 1813.09 ms
[2021-12-02 11:06:21 main:581] : INFO : Epoch 1836 | loss: 0.0311848 | val_loss: 0.0311914 | Time: 1840.65 ms
[2021-12-02 11:06:23 main:581] : INFO : Epoch 1837 | loss: 0.0311957 | val_loss: 0.0311863 | Time: 1816.73 ms
[2021-12-02 11:06:24 main:581] : INFO : Epoch 1838 | loss: 0.0311875 | val_loss: 0.0311903 | Time: 1818.39 ms
[2021-12-02 11:06:26 main:581] : INFO : Epoch 1839 | loss: 0.0311867 | val_loss: 0.031188 | Time: 1880.25 ms
[2021-12-02 11:06:28 main:581] : INFO : Epoch 1840 | loss: 0.0311857 | val_loss: 0.0311858 | Time: 1815.82 ms
[2021-12-02 11:06:30 main:581] : INFO : Epoch 1841 | loss: 0.0311832 | val_loss: 0.0311795 | Time: 1856.35 ms
[2021-12-02 11:06:32 main:581] : INFO : Epoch 1842 | loss: 0.0311834 | val_loss: 0.0311799 | Time: 1827.16 ms
[2021-12-02 11:06:34 main:581] : INFO : Epoch 1843 | loss: 0.0311838 | val_loss: 0.0311786 | Time: 1798.49 ms
[2021-12-02 11:06:35 main:581] : INFO : Epoch 1844 | loss: 0.031183 | val_loss: 0.031179 | Time: 1835.59 ms
[2021-12-02 11:06:37 main:581] : INFO : Epoch 1845 | loss: 0.031186 | val_loss: 0.0311798 | Time: 1852.2 ms
[2021-12-02 11:06:39 main:581] : INFO : Epoch 1846 | loss: 0.0311823 | val_loss: 0.0311797 | Time: 1882.8 ms
[2021-12-02 11:06:41 main:581] : INFO : Epoch 1847 | loss: 0.031181 | val_loss: 0.0311779 | Time: 1870.87 ms
[2021-12-02 11:06:43 main:581] : INFO : Epoch 1848 | loss: 0.0311811 | val_loss: 0.0311785 | Time: 1873.63 ms
[2021-12-02 11:06:45 main:581] : INFO : Epoch 1849 | loss: 0.0311824 | val_loss: 0.0311814 | Time: 1898.9 ms
[2021-12-02 11:06:47 main:581] : INFO : Epoch 1850 | loss: 0.0311843 | val_loss: 0.0311833 | Time: 1857.71 ms
[2021-12-02 11:06:48 main:581] : INFO : Epoch 1851 | loss: 0.0311831 | val_loss: 0.0311805 | Time: 1850.32 ms
[2021-12-02 11:06:50 main:581] : INFO : Epoch 1852 | loss: 0.0311835 | val_loss: 0.0311785 | Time: 1817.88 ms
[2021-12-02 11:06:52 main:581] : INFO : Epoch 1853 | loss: 0.0311837 | val_loss: 0.0311782 | Time: 1824.45 ms
[2021-12-02 11:06:54 main:581] : INFO : Epoch 1854 | loss: 0.0311827 | val_loss: 0.0311822 | Time: 1846.6 ms
[2021-12-02 11:06:56 main:581] : INFO : Epoch 1855 | loss: 0.0311865 | val_loss: 0.0311816 | Time: 1863.85 ms
[2021-12-02 11:06:58 main:581] : INFO : Epoch 1856 | loss: 0.0311848 | val_loss: 0.0311819 | Time: 1868.22 ms
[2021-12-02 11:07:00 main:581] : INFO : Epoch 1857 | loss: 0.0311882 | val_loss: 0.0311825 | Time: 1859.05 ms
[2021-12-02 11:07:01 main:581] : INFO : Epoch 1858 | loss: 0.0311856 | val_loss: 0.0311835 | Time: 1847.91 ms
[2021-12-02 11:07:03 main:581] : INFO : Epoch 1859 | loss: 0.0311847 | val_loss: 0.0311818 | Time: 1802.4 ms
[2021-12-02 11:07:05 main:581] : INFO : Epoch 1860 | loss: 0.0311859 | val_loss: 0.0311816 | Time: 1828.96 ms
[2021-12-02 11:07:07 main:581] : INFO : Epoch 1861 | loss: 0.0311848 | val_loss: 0.0311801 | Time: 1835.52 ms
[2021-12-02 11:07:09 main:581] : INFO : Epoch 1862 | loss: 0.0311827 | val_loss: 0.0311795 | Time: 1812.33 ms
[2021-12-02 11:07:10 main:581] : INFO : Epoch 1863 | loss: 0.0311832 | val_loss: 0.0311821 | Time: 1836.81 ms
[2021-12-02 11:07:12 main:581] : INFO : Epoch 1864 | loss: 0.0311828 | val_loss: 0.0311797 | Time: 1908.05 ms
[2021-12-02 11:07:14 main:581] : INFO : Epoch 1865 | loss: 0.031182 | val_loss: 0.0311788 | Time: 1871.83 ms
[2021-12-02 11:07:16 main:581] : INFO : Epoch 1866 | loss: 0.0311814 | val_loss: 0.0311788 | Time: 1832.41 ms
[2021-12-02 11:07:18 main:581] : INFO : Epoch 1867 | loss: 0.0311845 | val_loss: 0.0311814 | Time: 1844.34 ms
[2021-12-02 11:07:20 main:581] : INFO : Epoch 1868 | loss: 0.0311827 | val_loss: 0.0311787 | Time: 1831.78 ms
[2021-12-02 11:07:22 main:581] : INFO : Epoch 1869 | loss: 0.031186 | val_loss: 0.0311809 | Time: 1834.97 ms
[2021-12-02 11:07:23 main:581] : INFO : Epoch 1870 | loss: 0.0311835 | val_loss: 0.0311784 | Time: 1836.94 ms
[2021-12-02 11:07:25 main:581] : INFO : Epoch 1871 | loss: 0.031182 | val_loss: 0.0311778 | Time: 1810 ms
[2021-12-02 11:07:27 main:581] : INFO : Epoch 1872 | loss: 0.0311814 | val_loss: 0.031182 | Time: 1860.63 ms
[2021-12-02 11:07:29 main:581] : INFO : Epoch 1873 | loss: 0.031181 | val_loss: 0.031178 | Time: 1811.95 ms
[2021-12-02 11:07:31 main:581] : INFO : Epoch 1874 | loss: 0.031183 | val_loss: 0.0311891 | Time: 1827.57 ms
[2021-12-02 11:07:33 main:581] : INFO : Epoch 1875 | loss: 0.0311834 | val_loss: 0.0311802 | Time: 1808.48 ms
[2021-12-02 11:07:34 main:581] : INFO : Epoch 1876 | loss: 0.0311811 | val_loss: 0.0311802 | Time: 1789.15 ms
[2021-12-02 11:07:36 main:581] : INFO : Epoch 1877 | loss: 0.0311823 | val_loss: 0.0311794 | Time: 1814.52 ms
[2021-12-02 11:07:38 main:581] : INFO : Epoch 1878 | loss: 0.0311838 | val_loss: 0.031183 | Time: 1834.1 ms
[2021-12-02 11:07:40 main:581] : INFO : Epoch 1879 | loss: 0.0311856 | val_loss: 0.0311937 | Time: 1818.4 ms
[2021-12-02 11:07:42 main:581] : INFO : Epoch 1880 | loss: 0.0311843 | val_loss: 0.0311795 | Time: 1806.96 ms
[2021-12-02 11:07:44 main:581] : INFO : Epoch 1881 | loss: 0.0311808 | val_loss: 0.0311808 | Time: 1864.89 ms
[2021-12-02 11:07:45 main:581] : INFO : Epoch 1882 | loss: 0.031182 | val_loss: 0.0311829 | Time: 1876.22 ms
[2021-12-02 11:07:47 main:581] : INFO : Epoch 1883 | loss: 0.0311833 | val_loss: 0.0311811 | Time: 1809.19 ms
[2021-12-02 11:07:49 main:581] : INFO : Epoch 1884 | loss: 0.0311837 | val_loss: 0.0311879 | Time: 1817.51 ms
[2021-12-02 11:07:51 main:581] : INFO : Epoch 1885 | loss: 0.0311853 | val_loss: 0.0311861 | Time: 1841.92 ms
[2021-12-02 11:07:53 main:581] : INFO : Epoch 1886 | loss: 0.0311831 | val_loss: 0.0311806 | Time: 1841.45 ms
[2021-12-02 11:07:55 main:581] : INFO : Epoch 1887 | loss: 0.0311811 | val_loss: 0.0311809 | Time: 1839.08 ms
[2021-12-02 11:07:56 main:581] : INFO : Epoch 1888 | loss: 0.0311806 | val_loss: 0.0311797 | Time: 1831.53 ms
[2021-12-02 11:07:58 main:581] : INFO : Epoch 1889 | loss: 0.0311814 | val_loss: 0.0311834 | Time: 1908.5 ms
[2021-12-02 11:08:00 main:581] : INFO : Epoch 1890 | loss: 0.0311894 | val_loss: 0.0311852 | Time: 1890.29 ms
[2021-12-02 11:08:02 main:581] : INFO : Epoch 1891 | loss: 0.0311868 | val_loss: 0.0311822 | Time: 1841.66 ms
[2021-12-02 11:08:04 main:581] : INFO : Epoch 1892 | loss: 0.0311853 | val_loss: 0.0311826 | Time: 1916.53 ms
[2021-12-02 11:08:06 main:581] : INFO : Epoch 1893 | loss: 0.0311846 | val_loss: 0.0311806 | Time: 1836.78 ms
[2021-12-02 11:08:08 main:581] : INFO : Epoch 1894 | loss: 0.031184 | val_loss: 0.03118 | Time: 1851.82 ms
[2021-12-02 11:08:10 main:581] : INFO : Epoch 1895 | loss: 0.0311838 | val_loss: 0.0311818 | Time: 1917.37 ms
[2021-12-02 11:08:11 main:581] : INFO : Epoch 1896 | loss: 0.0311846 | val_loss: 0.0311823 | Time: 1827.98 ms
[2021-12-02 11:08:13 main:581] : INFO : Epoch 1897 | loss: 0.0311831 | val_loss: 0.0311812 | Time: 1867.71 ms
[2021-12-02 11:08:15 main:581] : INFO : Epoch 1898 | loss: 0.0311826 | val_loss: 0.0311843 | Time: 1821.45 ms
[2021-12-02 11:08:17 main:581] : INFO : Epoch 1899 | loss: 0.031184 | val_loss: 0.0311808 | Time: 1891.99 ms
[2021-12-02 11:08:19 main:581] : INFO : Epoch 1900 | loss: 0.0311811 | val_loss: 0.031182 | Time: 1846.33 ms
[2021-12-02 11:08:21 main:581] : INFO : Epoch 1901 | loss: 0.0311817 | val_loss: 0.0311798 | Time: 1896.24 ms
[2021-12-02 11:08:23 main:581] : INFO : Epoch 1902 | loss: 0.0311819 | val_loss: 0.0311821 | Time: 1906.56 ms
[2021-12-02 11:08:24 main:581] : INFO : Epoch 1903 | loss: 0.0311818 | val_loss: 0.0311842 | Time: 1814.49 ms
[2021-12-02 11:08:26 main:581] : INFO : Epoch 1904 | loss: 0.0311813 | val_loss: 0.0311814 | Time: 1847.35 ms
[2021-12-02 11:08:28 main:581] : INFO : Epoch 1905 | loss: 0.031183 | val_loss: 0.031181 | Time: 1822.57 ms
[2021-12-02 11:08:30 main:581] : INFO : Epoch 1906 | loss: 0.0311803 | val_loss: 0.0311811 | Time: 1816.92 ms
[2021-12-02 11:08:32 main:581] : INFO : Epoch 1907 | loss: 0.0311832 | val_loss: 0.0311811 | Time: 1835.05 ms
[2021-12-02 11:08:34 main:581] : INFO : Epoch 1908 | loss: 0.0311815 | val_loss: 0.0311808 | Time: 1824.33 ms
[2021-12-02 11:08:35 main:581] : INFO : Epoch 1909 | loss: 0.0311801 | val_loss: 0.0311829 | Time: 1795.33 ms
[2021-12-02 11:08:37 main:581] : INFO : Epoch 1910 | loss: 0.0311795 | val_loss: 0.0311824 | Time: 1832.4 ms
[2021-12-02 11:08:39 main:581] : INFO : Epoch 1911 | loss: 0.0311823 | val_loss: 0.0311801 | Time: 1834.82 ms
[2021-12-02 11:08:41 main:581] : INFO : Epoch 1912 | loss: 0.0311795 | val_loss: 0.0311797 | Time: 1851.49 ms
[2021-12-02 11:08:43 main:581] : INFO : Epoch 1913 | loss: 0.0311794 | val_loss: 0.031182 | Time: 1803.68 ms
[2021-12-02 11:08:44 main:581] : INFO : Epoch 1914 | loss: 0.0311797 | val_loss: 0.031179 | Time: 1796.33 ms
[2021-12-02 11:08:46 main:581] : INFO : Epoch 1915 | loss: 0.0311798 | val_loss: 0.0311786 | Time: 1852.06 ms
[2021-12-02 11:08:48 main:581] : INFO : Epoch 1916 | loss: 0.0311793 | val_loss: 0.0311805 | Time: 1841.3 ms
[2021-12-02 11:08:50 main:581] : INFO : Epoch 1917 | loss: 0.0311794 | val_loss: 0.0311801 | Time: 1848.73 ms
[2021-12-02 11:08:52 main:581] : INFO : Epoch 1918 | loss: 0.0311773 | val_loss: 0.0311797 | Time: 1857.41 ms
[2021-12-02 11:08:54 main:581] : INFO : Epoch 1919 | loss: 0.0311782 | val_loss: 0.0311793 | Time: 1845.74 ms
[2021-12-02 11:08:56 main:581] : INFO : Epoch 1920 | loss: 0.0311773 | val_loss: 0.0311811 | Time: 1809.02 ms
[2021-12-02 11:08:57 main:581] : INFO : Epoch 1921 | loss: 0.031178 | val_loss: 0.0311802 | Time: 1864.44 ms
[2021-12-02 11:08:59 main:581] : INFO : Epoch 1922 | loss: 0.0311779 | val_loss: 0.0311804 | Time: 1859.15 ms
[2021-12-02 11:09:01 main:581] : INFO : Epoch 1923 | loss: 0.0311775 | val_loss: 0.0311784 | Time: 1877.61 ms
[2021-12-02 11:09:03 main:581] : INFO : Epoch 1924 | loss: 0.0311775 | val_loss: 0.0311802 | Time: 1831.72 ms
[2021-12-02 11:09:05 main:581] : INFO : Epoch 1925 | loss: 0.0311783 | val_loss: 0.0311808 | Time: 1812.73 ms
[2021-12-02 11:09:07 main:581] : INFO : Epoch 1926 | loss: 0.0311771 | val_loss: 0.0311805 | Time: 1815.92 ms
[2021-12-02 11:09:08 main:581] : INFO : Epoch 1927 | loss: 0.0311804 | val_loss: 0.0311842 | Time: 1861.64 ms
[2021-12-02 11:09:10 main:581] : INFO : Epoch 1928 | loss: 0.0311797 | val_loss: 0.0311817 | Time: 1822.71 ms
[2021-12-02 11:09:12 main:581] : INFO : Epoch 1929 | loss: 0.0311844 | val_loss: 0.0311902 | Time: 1857.11 ms
[2021-12-02 11:09:14 main:581] : INFO : Epoch 1930 | loss: 0.0311828 | val_loss: 0.0311926 | Time: 1832.38 ms
[2021-12-02 11:09:16 main:581] : INFO : Epoch 1931 | loss: 0.0311797 | val_loss: 0.0311789 | Time: 1842.29 ms
[2021-12-02 11:09:18 main:581] : INFO : Epoch 1932 | loss: 0.0311768 | val_loss: 0.0311827 | Time: 1903.69 ms
[2021-12-02 11:09:20 main:581] : INFO : Epoch 1933 | loss: 0.0311779 | val_loss: 0.0311791 | Time: 1880.65 ms
[2021-12-02 11:09:21 main:581] : INFO : Epoch 1934 | loss: 0.0311774 | val_loss: 0.0311808 | Time: 1845.22 ms
[2021-12-02 11:09:23 main:581] : INFO : Epoch 1935 | loss: 0.0311797 | val_loss: 0.0311821 | Time: 1948.7 ms
[2021-12-02 11:09:25 main:581] : INFO : Epoch 1936 | loss: 0.0311809 | val_loss: 0.031187 | Time: 1878.21 ms
[2021-12-02 11:09:27 main:581] : INFO : Epoch 1937 | loss: 0.0311796 | val_loss: 0.0311819 | Time: 1858.24 ms
[2021-12-02 11:09:29 main:581] : INFO : Epoch 1938 | loss: 0.0311806 | val_loss: 0.0311794 | Time: 1834.69 ms
[2021-12-02 11:09:31 main:581] : INFO : Epoch 1939 | loss: 0.0311786 | val_loss: 0.0311815 | Time: 1827.25 ms
[2021-12-02 11:09:33 main:581] : INFO : Epoch 1940 | loss: 0.0311808 | val_loss: 0.0311806 | Time: 1838.89 ms
[2021-12-02 11:09:34 main:581] : INFO : Epoch 1941 | loss: 0.0311807 | val_loss: 0.0311817 | Time: 1837.63 ms
[2021-12-02 11:09:36 main:581] : INFO : Epoch 1942 | loss: 0.0311806 | val_loss: 0.0311802 | Time: 1827.01 ms
[2021-12-02 11:09:38 main:581] : INFO : Epoch 1943 | loss: 0.0311796 | val_loss: 0.0311795 | Time: 1912.43 ms
[2021-12-02 11:09:40 main:581] : INFO : Epoch 1944 | loss: 0.0311799 | val_loss: 0.0311807 | Time: 1842.75 ms
[2021-12-02 11:09:42 main:581] : INFO : Epoch 1945 | loss: 0.0311826 | val_loss: 0.031181 | Time: 1836.3 ms
[2021-12-02 11:09:44 main:581] : INFO : Epoch 1946 | loss: 0.0311797 | val_loss: 0.0311826 | Time: 1875.31 ms
[2021-12-02 11:09:46 main:581] : INFO : Epoch 1947 | loss: 0.0311803 | val_loss: 0.031181 | Time: 1853.28 ms
[2021-12-02 11:09:47 main:581] : INFO : Epoch 1948 | loss: 0.0311807 | val_loss: 0.0311814 | Time: 1823.66 ms
[2021-12-02 11:09:49 main:581] : INFO : Epoch 1949 | loss: 0.0311814 | val_loss: 0.0311815 | Time: 1834.73 ms
[2021-12-02 11:09:51 main:581] : INFO : Epoch 1950 | loss: 0.0311828 | val_loss: 0.0311858 | Time: 1843.58 ms
[2021-12-02 11:09:53 main:581] : INFO : Epoch 1951 | loss: 0.031183 | val_loss: 0.0311795 | Time: 1862.62 ms
[2021-12-02 11:09:55 main:581] : INFO : Epoch 1952 | loss: 0.0311786 | val_loss: 0.0311807 | Time: 1848.02 ms
[2021-12-02 11:09:57 main:581] : INFO : Epoch 1953 | loss: 0.0311797 | val_loss: 0.0311791 | Time: 1872.39 ms
[2021-12-02 11:09:59 main:581] : INFO : Epoch 1954 | loss: 0.0311778 | val_loss: 0.0311787 | Time: 1933.2 ms
[2021-12-02 11:10:00 main:581] : INFO : Epoch 1955 | loss: 0.0311779 | val_loss: 0.0311784 | Time: 1877.44 ms
[2021-12-02 11:10:02 main:581] : INFO : Epoch 1956 | loss: 0.0311803 | val_loss: 0.0311819 | Time: 1869.9 ms
[2021-12-02 11:10:04 main:581] : INFO : Epoch 1957 | loss: 0.0311792 | val_loss: 0.0311799 | Time: 1863.5 ms
[2021-12-02 11:10:06 main:581] : INFO : Epoch 1958 | loss: 0.0311796 | val_loss: 0.031179 | Time: 1819.84 ms
[2021-12-02 11:10:08 main:581] : INFO : Epoch 1959 | loss: 0.0311785 | val_loss: 0.0311789 | Time: 1845.29 ms
[2021-12-02 11:10:10 main:581] : INFO : Epoch 1960 | loss: 0.0311782 | val_loss: 0.0311806 | Time: 1865.37 ms
[2021-12-02 11:10:12 main:581] : INFO : Epoch 1961 | loss: 0.0311792 | val_loss: 0.0311816 | Time: 1806.64 ms
[2021-12-02 11:10:13 main:581] : INFO : Epoch 1962 | loss: 0.0311789 | val_loss: 0.0311794 | Time: 1821.82 ms
[2021-12-02 11:10:15 main:581] : INFO : Epoch 1963 | loss: 0.0311775 | val_loss: 0.0311831 | Time: 1850.14 ms
[2021-12-02 11:10:17 main:581] : INFO : Epoch 1964 | loss: 0.0311847 | val_loss: 0.0311864 | Time: 1878.71 ms
[2021-12-02 11:10:19 main:581] : INFO : Epoch 1965 | loss: 0.0311823 | val_loss: 0.031179 | Time: 1846.77 ms
[2021-12-02 11:10:21 main:581] : INFO : Epoch 1966 | loss: 0.0311806 | val_loss: 0.0311813 | Time: 1871.22 ms
[2021-12-02 11:10:23 main:581] : INFO : Epoch 1967 | loss: 0.0311821 | val_loss: 0.0311808 | Time: 1823.55 ms
[2021-12-02 11:10:25 main:581] : INFO : Epoch 1968 | loss: 0.0311807 | val_loss: 0.0311803 | Time: 1842.86 ms
[2021-12-02 11:10:26 main:581] : INFO : Epoch 1969 | loss: 0.0311813 | val_loss: 0.031181 | Time: 1807.19 ms
[2021-12-02 11:10:28 main:581] : INFO : Epoch 1970 | loss: 0.0311819 | val_loss: 0.0311859 | Time: 1819.67 ms
[2021-12-02 11:10:30 main:581] : INFO : Epoch 1971 | loss: 0.0311827 | val_loss: 0.0311811 | Time: 1810.98 ms
[2021-12-02 11:10:32 main:581] : INFO : Epoch 1972 | loss: 0.0311802 | val_loss: 0.0311823 | Time: 1852.94 ms
[2021-12-02 11:10:34 main:581] : INFO : Epoch 1973 | loss: 0.0311823 | val_loss: 0.0311811 | Time: 1813.72 ms
[2021-12-02 11:10:35 main:581] : INFO : Epoch 1974 | loss: 0.0311809 | val_loss: 0.03118 | Time: 1815.61 ms
[2021-12-02 11:10:37 main:581] : INFO : Epoch 1975 | loss: 0.0311822 | val_loss: 0.0311801 | Time: 1873.95 ms
[2021-12-02 11:10:39 main:581] : INFO : Epoch 1976 | loss: 0.0311805 | val_loss: 0.0311795 | Time: 1880.53 ms
[2021-12-02 11:10:41 main:581] : INFO : Epoch 1977 | loss: 0.031184 | val_loss: 0.0311864 | Time: 1858.64 ms
[2021-12-02 11:10:43 main:581] : INFO : Epoch 1978 | loss: 0.0311824 | val_loss: 0.0311826 | Time: 1870.46 ms
[2021-12-02 11:10:45 main:581] : INFO : Epoch 1979 | loss: 0.0311805 | val_loss: 0.0311793 | Time: 1867.26 ms
[2021-12-02 11:10:47 main:581] : INFO : Epoch 1980 | loss: 0.0311803 | val_loss: 0.03118 | Time: 1885.44 ms
[2021-12-02 11:10:48 main:581] : INFO : Epoch 1981 | loss: 0.0311805 | val_loss: 0.0311844 | Time: 1826.26 ms
[2021-12-02 11:10:50 main:581] : INFO : Epoch 1982 | loss: 0.0311808 | val_loss: 0.0311793 | Time: 1820.55 ms
[2021-12-02 11:10:52 main:581] : INFO : Epoch 1983 | loss: 0.0311817 | val_loss: 0.0311833 | Time: 1854.96 ms
[2021-12-02 11:10:54 main:581] : INFO : Epoch 1984 | loss: 0.0311819 | val_loss: 0.0311825 | Time: 1831.64 ms
[2021-12-02 11:10:56 main:581] : INFO : Epoch 1985 | loss: 0.0311792 | val_loss: 0.0311809 | Time: 1812.53 ms
[2021-12-02 11:10:58 main:581] : INFO : Epoch 1986 | loss: 0.0311804 | val_loss: 0.0311805 | Time: 1873.98 ms
[2021-12-02 11:11:00 main:581] : INFO : Epoch 1987 | loss: 0.0311789 | val_loss: 0.0311818 | Time: 1846 ms
[2021-12-02 11:11:01 main:581] : INFO : Epoch 1988 | loss: 0.0311793 | val_loss: 0.0311809 | Time: 1847.33 ms
[2021-12-02 11:11:03 main:581] : INFO : Epoch 1989 | loss: 0.0311796 | val_loss: 0.0311843 | Time: 1837.49 ms
[2021-12-02 11:11:05 main:581] : INFO : Epoch 1990 | loss: 0.0311835 | val_loss: 0.0311851 | Time: 1870.42 ms
[2021-12-02 11:11:07 main:581] : INFO : Epoch 1991 | loss: 0.0311838 | val_loss: 0.031179 | Time: 1816.01 ms
[2021-12-02 11:11:09 main:581] : INFO : Epoch 1992 | loss: 0.0311776 | val_loss: 0.0311833 | Time: 1816.95 ms
[2021-12-02 11:11:11 main:581] : INFO : Epoch 1993 | loss: 0.0311795 | val_loss: 0.0311783 | Time: 1912.27 ms
[2021-12-02 11:11:12 main:581] : INFO : Epoch 1994 | loss: 0.0311797 | val_loss: 0.0311783 | Time: 1797.18 ms
[2021-12-02 11:11:14 main:581] : INFO : Epoch 1995 | loss: 0.0311779 | val_loss: 0.0311799 | Time: 1811.28 ms
[2021-12-02 11:11:16 main:581] : INFO : Epoch 1996 | loss: 0.0311784 | val_loss: 0.0311794 | Time: 1809.26 ms
[2021-12-02 11:11:18 main:581] : INFO : Epoch 1997 | loss: 0.031177 | val_loss: 0.031181 | Time: 1801.01 ms
[2021-12-02 11:11:20 main:581] : INFO : Epoch 1998 | loss: 0.0311774 | val_loss: 0.0311792 | Time: 1828.05 ms
[2021-12-02 11:11:22 main:581] : INFO : Epoch 1999 | loss: 0.0311774 | val_loss: 0.0311787 | Time: 1833.99 ms
[2021-12-02 11:11:23 main:581] : INFO : Epoch 2000 | loss: 0.0311769 | val_loss: 0.0311788 | Time: 1816.99 ms
[2021-12-02 11:11:25 main:581] : INFO : Epoch 2001 | loss: 0.0311781 | val_loss: 0.0311798 | Time: 1866.57 ms
[2021-12-02 11:11:27 main:581] : INFO : Epoch 2002 | loss: 0.0311801 | val_loss: 0.0311797 | Time: 1821.95 ms
[2021-12-02 11:11:29 main:581] : INFO : Epoch 2003 | loss: 0.0311789 | val_loss: 0.0311804 | Time: 1854.54 ms
[2021-12-02 11:11:31 main:581] : INFO : Epoch 2004 | loss: 0.0311784 | val_loss: 0.0311814 | Time: 1827.2 ms
[2021-12-02 11:11:33 main:581] : INFO : Epoch 2005 | loss: 0.0311775 | val_loss: 0.0311788 | Time: 1809.54 ms
[2021-12-02 11:11:34 main:581] : INFO : Epoch 2006 | loss: 0.031178 | val_loss: 0.0311823 | Time: 1806.23 ms
[2021-12-02 11:11:36 main:581] : INFO : Epoch 2007 | loss: 0.0311794 | val_loss: 0.0311802 | Time: 1822.76 ms
[2021-12-02 11:11:38 main:581] : INFO : Epoch 2008 | loss: 0.0311784 | val_loss: 0.0311802 | Time: 1834.92 ms
[2021-12-02 11:11:40 main:581] : INFO : Epoch 2009 | loss: 0.0311797 | val_loss: 0.0311827 | Time: 1849.26 ms
[2021-12-02 11:11:42 main:581] : INFO : Epoch 2010 | loss: 0.0311788 | val_loss: 0.0311813 | Time: 1819.79 ms
[2021-12-02 11:11:44 main:581] : INFO : Epoch 2011 | loss: 0.0311776 | val_loss: 0.0311808 | Time: 1899.53 ms
[2021-12-02 11:11:45 main:581] : INFO : Epoch 2012 | loss: 0.0311774 | val_loss: 0.0311801 | Time: 1808.55 ms
[2021-12-02 11:11:47 main:581] : INFO : Epoch 2013 | loss: 0.031178 | val_loss: 0.0311804 | Time: 1799.14 ms
[2021-12-02 11:11:49 main:581] : INFO : Epoch 2014 | loss: 0.031177 | val_loss: 0.0311801 | Time: 1822.08 ms
[2021-12-02 11:11:51 main:581] : INFO : Epoch 2015 | loss: 0.0311761 | val_loss: 0.0311798 | Time: 1804.07 ms
[2021-12-02 11:11:53 main:581] : INFO : Epoch 2016 | loss: 0.0311755 | val_loss: 0.0311792 | Time: 1810.25 ms
[2021-12-02 11:11:54 main:581] : INFO : Epoch 2017 | loss: 0.0311752 | val_loss: 0.0311785 | Time: 1819.23 ms
[2021-12-02 11:11:56 main:581] : INFO : Epoch 2018 | loss: 0.0311755 | val_loss: 0.03118 | Time: 1823.78 ms
[2021-12-02 11:11:58 main:581] : INFO : Epoch 2019 | loss: 0.0311763 | val_loss: 0.031186 | Time: 1851.85 ms
[2021-12-02 11:12:00 main:581] : INFO : Epoch 2020 | loss: 0.0311779 | val_loss: 0.0311807 | Time: 1875.65 ms
[2021-12-02 11:12:02 main:581] : INFO : Epoch 2021 | loss: 0.0311795 | val_loss: 0.0311802 | Time: 1864.57 ms
[2021-12-02 11:12:04 main:581] : INFO : Epoch 2022 | loss: 0.0311773 | val_loss: 0.0311834 | Time: 1883 ms
[2021-12-02 11:12:06 main:581] : INFO : Epoch 2023 | loss: 0.0311811 | val_loss: 0.0311806 | Time: 1830.84 ms
[2021-12-02 11:12:07 main:581] : INFO : Epoch 2024 | loss: 0.0311809 | val_loss: 0.0311806 | Time: 1858.75 ms
[2021-12-02 11:12:09 main:581] : INFO : Epoch 2025 | loss: 0.0311785 | val_loss: 0.0311807 | Time: 1827.25 ms
[2021-12-02 11:12:11 main:581] : INFO : Epoch 2026 | loss: 0.0311785 | val_loss: 0.0311834 | Time: 1828.35 ms
[2021-12-02 11:12:13 main:581] : INFO : Epoch 2027 | loss: 0.0311787 | val_loss: 0.0311812 | Time: 1845.54 ms
[2021-12-02 11:12:15 main:581] : INFO : Epoch 2028 | loss: 0.0311767 | val_loss: 0.031182 | Time: 1842.89 ms
[2021-12-02 11:12:17 main:581] : INFO : Epoch 2029 | loss: 0.031178 | val_loss: 0.031182 | Time: 1831.27 ms
[2021-12-02 11:12:18 main:581] : INFO : Epoch 2030 | loss: 0.031178 | val_loss: 0.0311808 | Time: 1869.04 ms
[2021-12-02 11:12:20 main:581] : INFO : Epoch 2031 | loss: 0.0311769 | val_loss: 0.0311808 | Time: 1828.83 ms
[2021-12-02 11:12:22 main:581] : INFO : Epoch 2032 | loss: 0.0311757 | val_loss: 0.0311802 | Time: 1860.28 ms
[2021-12-02 11:12:24 main:581] : INFO : Epoch 2033 | loss: 0.0311763 | val_loss: 0.0311856 | Time: 1844.38 ms
[2021-12-02 11:12:26 main:581] : INFO : Epoch 2034 | loss: 0.0311772 | val_loss: 0.0311833 | Time: 1801.4 ms
[2021-12-02 11:12:28 main:581] : INFO : Epoch 2035 | loss: 0.0311783 | val_loss: 0.031181 | Time: 1840.7 ms
[2021-12-02 11:12:29 main:581] : INFO : Epoch 2036 | loss: 0.0311752 | val_loss: 0.0311809 | Time: 1815.66 ms
[2021-12-02 11:12:31 main:581] : INFO : Epoch 2037 | loss: 0.0311751 | val_loss: 0.0311798 | Time: 1799.64 ms
[2021-12-02 11:12:33 main:581] : INFO : Epoch 2038 | loss: 0.0311786 | val_loss: 0.0311841 | Time: 1812.91 ms
[2021-12-02 11:12:35 main:581] : INFO : Epoch 2039 | loss: 0.031179 | val_loss: 0.0311845 | Time: 1829.53 ms
[2021-12-02 11:12:37 main:581] : INFO : Epoch 2040 | loss: 0.0311797 | val_loss: 0.0311849 | Time: 1786.25 ms
[2021-12-02 11:12:38 main:581] : INFO : Epoch 2041 | loss: 0.0311783 | val_loss: 0.0311808 | Time: 1826.94 ms
[2021-12-02 11:12:40 main:581] : INFO : Epoch 2042 | loss: 0.0311775 | val_loss: 0.0311809 | Time: 1847.67 ms
[2021-12-02 11:12:42 main:581] : INFO : Epoch 2043 | loss: 0.0311782 | val_loss: 0.0311833 | Time: 1834.7 ms
[2021-12-02 11:12:44 main:581] : INFO : Epoch 2044 | loss: 0.0311764 | val_loss: 0.0311801 | Time: 1821 ms
[2021-12-02 11:12:46 main:581] : INFO : Epoch 2045 | loss: 0.0311755 | val_loss: 0.0311797 | Time: 1860.18 ms
[2021-12-02 11:12:48 main:581] : INFO : Epoch 2046 | loss: 0.0311751 | val_loss: 0.031181 | Time: 1862.97 ms
[2021-12-02 11:12:50 main:581] : INFO : Epoch 2047 | loss: 0.0311753 | val_loss: 0.0311796 | Time: 1913.48 ms
[2021-12-02 11:12:51 main:581] : INFO : Epoch 2048 | loss: 0.0311766 | val_loss: 0.0311821 | Time: 1861.96 ms
[2021-12-02 11:12:51 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311821
[2021-12-02 11:12:52 main:610] : INFO : Saving end state to config to file
[2021-12-02 11:12:52 main:615] : INFO : Success, exiting..
11:12:52 (10048): 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)