Task 3775729
| Name | ParityModified-1609262607-1802-3_1 |
| Workunit | 1927891 |
| Created | 22 Jan 2021, 9:04:09 UTC |
| Sent | 22 Jan 2021, 10:08:34 UTC |
| Report deadline | 29 Jan 2021, 10:08:34 UTC |
| Received | 22 Jan 2021, 12:25:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 780 |
| Run time | 1 hours 8 min 17 sec |
| CPU time | 1 hours 4 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 13,452.53 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312026 | val_loss: 0.0311982 | Time: 1887.85 ms
[2021-01-22 03:07:24 main:574] : INFO : Epoch 1543 | loss: 0.0312019 | val_loss: 0.0311989 | Time: 1886.79 ms
[2021-01-22 03:07:26 main:574] : INFO : Epoch 1544 | loss: 0.0312021 | val_loss: 0.0311979 | Time: 1904.83 ms
[2021-01-22 03:07:28 main:574] : INFO : Epoch 1545 | loss: 0.031202 | val_loss: 0.0312001 | Time: 1891.05 ms
[2021-01-22 03:07:30 main:574] : INFO : Epoch 1546 | loss: 0.0312049 | val_loss: 0.0311997 | Time: 1969.58 ms
[2021-01-22 03:07:32 main:574] : INFO : Epoch 1547 | loss: 0.0312021 | val_loss: 0.0311967 | Time: 1902 ms
[2021-01-22 03:07:34 main:574] : INFO : Epoch 1548 | loss: 0.0312025 | val_loss: 0.0311974 | Time: 1954.96 ms
[2021-01-22 03:07:36 main:574] : INFO : Epoch 1549 | loss: 0.031203 | val_loss: 0.0311979 | Time: 2007.93 ms
[2021-01-22 03:07:38 main:574] : INFO : Epoch 1550 | loss: 0.0312016 | val_loss: 0.0311975 | Time: 1918.61 ms
[2021-01-22 03:07:40 main:574] : INFO : Epoch 1551 | loss: 0.0312026 | val_loss: 0.0311996 | Time: 1903.05 ms
[2021-01-22 03:07:42 main:574] : INFO : Epoch 1552 | loss: 0.0312037 | val_loss: 0.0312019 | Time: 2048.87 ms
[2021-01-22 03:07:44 main:574] : INFO : Epoch 1553 | loss: 0.0312055 | val_loss: 0.031198 | Time: 1913.97 ms
[2021-01-22 03:07:46 main:574] : INFO : Epoch 1554 | loss: 0.0312034 | val_loss: 0.0311993 | Time: 2077.24 ms
[2021-01-22 03:07:48 main:574] : INFO : Epoch 1555 | loss: 0.0312032 | val_loss: 0.0311991 | Time: 1931.81 ms
[2021-01-22 03:07:50 main:574] : INFO : Epoch 1556 | loss: 0.0312046 | val_loss: 0.0311991 | Time: 1954.85 ms
[2021-01-22 03:07:52 main:574] : INFO : Epoch 1557 | loss: 0.0312035 | val_loss: 0.0311995 | Time: 1893.68 ms
[2021-01-22 03:07:54 main:574] : INFO : Epoch 1558 | loss: 0.0312027 | val_loss: 0.0311991 | Time: 2017.13 ms
[2021-01-22 03:07:56 main:574] : INFO : Epoch 1559 | loss: 0.0312027 | val_loss: 0.0311987 | Time: 1996.25 ms
[2021-01-22 03:07:58 main:574] : INFO : Epoch 1560 | loss: 0.0312025 | val_loss: 0.031199 | Time: 2126 ms
[2021-01-22 03:08:00 main:574] : INFO : Epoch 1561 | loss: 0.0312026 | val_loss: 0.0311994 | Time: 1949.22 ms
[2021-01-22 03:08:02 main:574] : INFO : Epoch 1562 | loss: 0.0312023 | val_loss: 0.0311989 | Time: 1897.44 ms
[2021-01-22 03:08:04 main:574] : INFO : Epoch 1563 | loss: 0.0312021 | val_loss: 0.0311991 | Time: 2094.93 ms
[2021-01-22 03:08:06 main:574] : INFO : Epoch 1564 | loss: 0.0312019 | val_loss: 0.0311984 | Time: 1933.64 ms
[2021-01-22 03:08:08 main:574] : INFO : Epoch 1565 | loss: 0.0312044 | val_loss: 0.0311974 | Time: 2055.26 ms
[2021-01-22 03:08:10 main:574] : INFO : Epoch 1566 | loss: 0.031205 | val_loss: 0.0311977 | Time: 1943.22 ms
[2021-01-22 03:08:12 main:574] : INFO : Epoch 1567 | loss: 0.0312022 | val_loss: 0.0311974 | Time: 1959.74 ms
[2021-01-22 03:08:14 main:574] : INFO : Epoch 1568 | loss: 0.0312016 | val_loss: 0.0311979 | Time: 2054.66 ms
[2021-01-22 03:08:16 main:574] : INFO : Epoch 1569 | loss: 0.0312027 | val_loss: 0.031202 | Time: 1925.82 ms
[2021-01-22 03:08:18 main:574] : INFO : Epoch 1570 | loss: 0.0312032 | val_loss: 0.0312003 | Time: 2077.59 ms
[2021-01-22 03:08:20 main:574] : INFO : Epoch 1571 | loss: 0.0312015 | val_loss: 0.031198 | Time: 1954.13 ms
[2021-01-22 03:08:22 main:574] : INFO : Epoch 1572 | loss: 0.0312039 | val_loss: 0.0312063 | Time: 1981.36 ms
[2021-01-22 03:08:24 main:574] : INFO : Epoch 1573 | loss: 0.0312034 | val_loss: 0.0311985 | Time: 1922.59 ms
[2021-01-22 03:08:26 main:574] : INFO : Epoch 1574 | loss: 0.0312016 | val_loss: 0.0311968 | Time: 1970.36 ms
[2021-01-22 03:08:28 main:574] : INFO : Epoch 1575 | loss: 0.031202 | val_loss: 0.0311971 | Time: 1921.02 ms
[2021-01-22 03:08:30 main:574] : INFO : Epoch 1576 | loss: 0.0312026 | val_loss: 0.0311994 | Time: 1898.73 ms
[2021-01-22 03:08:32 main:574] : INFO : Epoch 1577 | loss: 0.0312043 | val_loss: 0.031203 | Time: 2025.7 ms
[2021-01-22 03:08:34 main:574] : INFO : Epoch 1578 | loss: 0.0312053 | val_loss: 0.0312024 | Time: 1895.2 ms
[2021-01-22 03:08:36 main:574] : INFO : Epoch 1579 | loss: 0.0312071 | val_loss: 0.0312025 | Time: 1912.13 ms
[2021-01-22 03:08:38 main:574] : INFO : Epoch 1580 | loss: 0.0312045 | val_loss: 0.0312022 | Time: 1938.94 ms
[2021-01-22 03:08:40 main:574] : INFO : Epoch 1581 | loss: 0.0312039 | val_loss: 0.0311996 | Time: 1931.02 ms
[2021-01-22 03:08:42 main:574] : INFO : Epoch 1582 | loss: 0.0312035 | val_loss: 0.0311999 | Time: 1940.1 ms
[2021-01-22 03:08:44 main:574] : INFO : Epoch 1583 | loss: 0.0312038 | val_loss: 0.0312043 | Time: 1961.39 ms
[2021-01-22 03:08:46 main:574] : INFO : Epoch 1584 | loss: 0.0312049 | val_loss: 0.0312 | Time: 1931.77 ms
[2021-01-22 03:08:48 main:574] : INFO : Epoch 1585 | loss: 0.0312044 | val_loss: 0.0312037 | Time: 1996.98 ms
[2021-01-22 03:08:50 main:574] : INFO : Epoch 1586 | loss: 0.0312054 | val_loss: 0.0311996 | Time: 1902.06 ms
[2021-01-22 03:08:52 main:574] : INFO : Epoch 1587 | loss: 0.0312042 | val_loss: 0.0312 | Time: 2116.16 ms
[2021-01-22 03:08:54 main:574] : INFO : Epoch 1588 | loss: 0.0312036 | val_loss: 0.0311982 | Time: 1997.37 ms
[2021-01-22 03:08:56 main:574] : INFO : Epoch 1589 | loss: 0.0312037 | val_loss: 0.0311989 | Time: 1921.91 ms
[2021-01-22 03:08:58 main:574] : INFO : Epoch 1590 | loss: 0.0312031 | val_loss: 0.0311988 | Time: 2040.18 ms
[2021-01-22 03:09:00 main:574] : INFO : Epoch 1591 | loss: 0.0312027 | val_loss: 0.0311987 | Time: 1973.15 ms
[2021-01-22 03:09:02 main:574] : INFO : Epoch 1592 | loss: 0.0312039 | val_loss: 0.0312025 | Time: 1926.54 ms
[2021-01-22 03:09:04 main:574] : INFO : Epoch 1593 | loss: 0.0312036 | val_loss: 0.0311986 | Time: 2022.09 ms
[2021-01-22 03:09:06 main:574] : INFO : Epoch 1594 | loss: 0.0312043 | val_loss: 0.0311989 | Time: 2090.37 ms
[2021-01-22 03:09:08 main:574] : INFO : Epoch 1595 | loss: 0.0312037 | val_loss: 0.0312001 | Time: 1947.65 ms
[2021-01-22 03:09:10 main:574] : INFO : Epoch 1596 | loss: 0.0312045 | val_loss: 0.0311988 | Time: 1919.56 ms
[2021-01-22 03:09:12 main:574] : INFO : Epoch 1597 | loss: 0.0312032 | val_loss: 0.0311996 | Time: 2050.61 ms
[2021-01-22 03:09:14 main:574] : INFO : Epoch 1598 | loss: 0.0312025 | val_loss: 0.0311979 | Time: 2084.05 ms
[2021-01-22 03:09:16 main:574] : INFO : Epoch 1599 | loss: 0.0312036 | val_loss: 0.0312001 | Time: 1936.05 ms
[2021-01-22 03:09:18 main:574] : INFO : Epoch 1600 | loss: 0.0312035 | val_loss: 0.0311995 | Time: 1909.24 ms
[2021-01-22 03:09:20 main:574] : INFO : Epoch 1601 | loss: 0.031204 | val_loss: 0.0311989 | Time: 1992.25 ms
[2021-01-22 03:09:22 main:574] : INFO : Epoch 1602 | loss: 0.031204 | val_loss: 0.0312004 | Time: 2029.18 ms
[2021-01-22 03:09:24 main:574] : INFO : Epoch 1603 | loss: 0.0312047 | val_loss: 0.031203 | Time: 1882.41 ms
[2021-01-22 03:09:26 main:574] : INFO : Epoch 1604 | loss: 0.0312052 | val_loss: 0.0312033 | Time: 2134.36 ms
[2021-01-22 03:09:28 main:574] : INFO : Epoch 1605 | loss: 0.0312066 | val_loss: 0.0312011 | Time: 2096.85 ms
[2021-01-22 03:09:30 main:574] : INFO : Epoch 1606 | loss: 0.0312052 | val_loss: 0.031201 | Time: 2074.89 ms
[2021-01-22 03:09:32 main:574] : INFO : Epoch 1607 | loss: 0.0312072 | val_loss: 0.0312019 | Time: 2017.72 ms
[2021-01-22 03:09:34 main:574] : INFO : Epoch 1608 | loss: 0.0312051 | val_loss: 0.031199 | Time: 1909.41 ms
[2021-01-22 03:09:36 main:574] : INFO : Epoch 1609 | loss: 0.0312037 | val_loss: 0.0311985 | Time: 1895.21 ms
[2021-01-22 03:09:38 main:574] : INFO : Epoch 1610 | loss: 0.0312035 | val_loss: 0.0312032 | Time: 1901.19 ms
[2021-01-22 03:09:40 main:574] : INFO : Epoch 1611 | loss: 0.0312052 | val_loss: 0.0312081 | Time: 2053.21 ms
[2021-01-22 03:09:42 main:574] : INFO : Epoch 1612 | loss: 0.0312049 | val_loss: 0.0312028 | Time: 2001.95 ms
[2021-01-22 03:09:44 main:574] : INFO : Epoch 1613 | loss: 0.0312025 | val_loss: 0.0311994 | Time: 1914.88 ms
[2021-01-22 03:09:46 main:574] : INFO : Epoch 1614 | loss: 0.0312012 | val_loss: 0.0311977 | Time: 1914.11 ms
[2021-01-22 03:09:48 main:574] : INFO : Epoch 1615 | loss: 0.0312008 | val_loss: 0.0311966 | Time: 1932.1 ms
[2021-01-22 03:09:50 main:574] : INFO : Epoch 1616 | loss: 0.0312003 | val_loss: 0.0311966 | Time: 2031.7 ms
[2021-01-22 03:09:52 main:574] : INFO : Epoch 1617 | loss: 0.0312015 | val_loss: 0.0311978 | Time: 1884.41 ms
[2021-01-22 03:09:54 main:574] : INFO : Epoch 1618 | loss: 0.0312015 | val_loss: 0.031198 | Time: 1979.61 ms
[2021-01-22 03:09:56 main:574] : INFO : Epoch 1619 | loss: 0.0312007 | val_loss: 0.0311961 | Time: 1944.58 ms
[2021-01-22 03:09:58 main:574] : INFO : Epoch 1620 | loss: 0.0312003 | val_loss: 0.031197 | Time: 2131.62 ms
[2021-01-22 03:10:00 main:574] : INFO : Epoch 1621 | loss: 0.0312001 | val_loss: 0.031198 | Time: 2033.79 ms
[2021-01-22 03:10:02 main:574] : INFO : Epoch 1622 | loss: 0.0311996 | val_loss: 0.0311967 | Time: 1866.11 ms
[2021-01-22 03:10:04 main:574] : INFO : Epoch 1623 | loss: 0.0311994 | val_loss: 0.0311964 | Time: 1902.74 ms
[2021-01-22 03:10:06 main:574] : INFO : Epoch 1624 | loss: 0.0311987 | val_loss: 0.0311959 | Time: 2047.27 ms
[2021-01-22 03:10:08 main:574] : INFO : Epoch 1625 | loss: 0.0311997 | val_loss: 0.0311975 | Time: 2076.24 ms
[2021-01-22 03:10:10 main:574] : INFO : Epoch 1626 | loss: 0.0311992 | val_loss: 0.0311958 | Time: 2075.1 ms
[2021-01-22 03:10:12 main:574] : INFO : Epoch 1627 | loss: 0.0311994 | val_loss: 0.0311956 | Time: 2004.36 ms
[2021-01-22 03:10:15 main:574] : INFO : Epoch 1628 | loss: 0.0311987 | val_loss: 0.031196 | Time: 2035.86 ms
[2021-01-22 03:10:17 main:574] : INFO : Epoch 1629 | loss: 0.0311993 | val_loss: 0.031196 | Time: 2059.18 ms
[2021-01-22 03:10:19 main:574] : INFO : Epoch 1630 | loss: 0.031199 | val_loss: 0.0312016 | Time: 1988.09 ms
[2021-01-22 03:10:21 main:574] : INFO : Epoch 1631 | loss: 0.0311993 | val_loss: 0.0312002 | Time: 1895.32 ms
[2021-01-22 03:10:23 main:574] : INFO : Epoch 1632 | loss: 0.0312004 | val_loss: 0.0311948 | Time: 1918.69 ms
[2021-01-22 03:10:25 main:574] : INFO : Epoch 1633 | loss: 0.0311987 | val_loss: 0.0311955 | Time: 1978.95 ms
[2021-01-22 03:10:27 main:574] : INFO : Epoch 1634 | loss: 0.0311978 | val_loss: 0.0311943 | Time: 2152.46 ms
[2021-01-22 03:10:29 main:574] : INFO : Epoch 1635 | loss: 0.0311981 | val_loss: 0.0311955 | Time: 1986.87 ms
[2021-01-22 03:10:31 main:574] : INFO : Epoch 1636 | loss: 0.031201 | val_loss: 0.0311978 | Time: 1885.36 ms
[2021-01-22 03:10:33 main:574] : INFO : Epoch 1637 | loss: 0.0312026 | val_loss: 0.0311939 | Time: 1887.88 ms
[2021-01-22 03:10:35 main:574] : INFO : Epoch 1638 | loss: 0.0311993 | val_loss: 0.0311988 | Time: 1977.56 ms
[2021-01-22 03:10:37 main:574] : INFO : Epoch 1639 | loss: 0.0311997 | val_loss: 0.0311958 | Time: 1992.75 ms
[2021-01-22 03:10:39 main:574] : INFO : Epoch 1640 | loss: 0.0311983 | val_loss: 0.0311946 | Time: 1887.66 ms
[2021-01-22 03:10:41 main:574] : INFO : Epoch 1641 | loss: 0.0311971 | val_loss: 0.0311945 | Time: 2080.63 ms
[2021-01-22 03:10:43 main:574] : INFO : Epoch 1642 | loss: 0.0311976 | val_loss: 0.0311949 | Time: 1920.55 ms
[2021-01-22 03:10:45 main:574] : INFO : Epoch 1643 | loss: 0.0311986 | val_loss: 0.0311971 | Time: 1941.6 ms
[2021-01-22 03:10:47 main:574] : INFO : Epoch 1644 | loss: 0.031198 | val_loss: 0.0311967 | Time: 2112.06 ms
[2021-01-22 03:10:49 main:574] : INFO : Epoch 1645 | loss: 0.031197 | val_loss: 0.0311948 | Time: 2124.55 ms
[2021-01-22 03:10:51 main:574] : INFO : Epoch 1646 | loss: 0.031197 | val_loss: 0.031195 | Time: 1962.66 ms
[2021-01-22 03:10:53 main:574] : INFO : Epoch 1647 | loss: 0.0311978 | val_loss: 0.0311969 | Time: 1907.61 ms
[2021-01-22 03:10:55 main:574] : INFO : Epoch 1648 | loss: 0.0311985 | val_loss: 0.0311961 | Time: 1932.59 ms
[2021-01-22 03:10:57 main:574] : INFO : Epoch 1649 | loss: 0.0311971 | val_loss: 0.0311956 | Time: 1919.1 ms
[2021-01-22 03:10:59 main:574] : INFO : Epoch 1650 | loss: 0.0311977 | val_loss: 0.031196 | Time: 1888.04 ms
[2021-01-22 03:11:01 main:574] : INFO : Epoch 1651 | loss: 0.031197 | val_loss: 0.0311956 | Time: 1952.16 ms
[2021-01-22 03:11:03 main:574] : INFO : Epoch 1652 | loss: 0.0311976 | val_loss: 0.031197 | Time: 2089.25 ms
[2021-01-22 03:11:05 main:574] : INFO : Epoch 1653 | loss: 0.0311967 | val_loss: 0.0311963 | Time: 1928.97 ms
[2021-01-22 03:11:07 main:574] : INFO : Epoch 1654 | loss: 0.0311994 | val_loss: 0.031195 | Time: 2011.97 ms
[2021-01-22 03:11:09 main:574] : INFO : Epoch 1655 | loss: 0.0311994 | val_loss: 0.0311994 | Time: 1936.27 ms
[2021-01-22 03:11:11 main:574] : INFO : Epoch 1656 | loss: 0.0311989 | val_loss: 0.0312029 | Time: 1913.21 ms
[2021-01-22 03:11:13 main:574] : INFO : Epoch 1657 | loss: 0.0311997 | val_loss: 0.0311986 | Time: 2023.6 ms
[2021-01-22 03:11:15 main:574] : INFO : Epoch 1658 | loss: 0.0312022 | val_loss: 0.0311995 | Time: 2109.58 ms
[2021-01-22 03:11:17 main:574] : INFO : Epoch 1659 | loss: 0.0312034 | val_loss: 0.0311983 | Time: 2046.68 ms
[2021-01-22 03:11:19 main:574] : INFO : Epoch 1660 | loss: 0.0312021 | val_loss: 0.0311996 | Time: 2041.75 ms
[2021-01-22 03:11:21 main:574] : INFO : Epoch 1661 | loss: 0.0312023 | val_loss: 0.0312015 | Time: 1892.88 ms
[2021-01-22 03:11:23 main:574] : INFO : Epoch 1662 | loss: 0.0312031 | val_loss: 0.0311982 | Time: 1920.44 ms
[2021-01-22 03:11:25 main:574] : INFO : Epoch 1663 | loss: 0.0312012 | val_loss: 0.0311967 | Time: 1954.56 ms
[2021-01-22 03:11:27 main:574] : INFO : Epoch 1664 | loss: 0.0312004 | val_loss: 0.0311975 | Time: 1923.66 ms
[2021-01-22 03:11:29 main:574] : INFO : Epoch 1665 | loss: 0.0311992 | val_loss: 0.0311976 | Time: 1887.08 ms
[2021-01-22 03:11:31 main:574] : INFO : Epoch 1666 | loss: 0.0311989 | val_loss: 0.0311962 | Time: 2081.19 ms
[2021-01-22 03:11:33 main:574] : INFO : Epoch 1667 | loss: 0.0311991 | val_loss: 0.0311966 | Time: 1916.23 ms
[2021-01-22 03:11:35 main:574] : INFO : Epoch 1668 | loss: 0.0311987 | val_loss: 0.0311967 | Time: 1929.81 ms
[2021-01-22 03:11:37 main:574] : INFO : Epoch 1669 | loss: 0.0311994 | val_loss: 0.0311977 | Time: 2049.67 ms
[2021-01-22 03:11:39 main:574] : INFO : Epoch 1670 | loss: 0.0311983 | val_loss: 0.0311952 | Time: 1969.92 ms
[2021-01-22 03:11:41 main:574] : INFO : Epoch 1671 | loss: 0.0311987 | val_loss: 0.0311961 | Time: 1935.6 ms
[2021-01-22 03:11:43 main:574] : INFO : Epoch 1672 | loss: 0.0312006 | val_loss: 0.031198 | Time: 1968.99 ms
[2021-01-22 03:11:45 main:574] : INFO : Epoch 1673 | loss: 0.0312008 | val_loss: 0.0312009 | Time: 1862.5 ms
[2021-01-22 03:11:47 main:574] : INFO : Epoch 1674 | loss: 0.0312017 | val_loss: 0.0312003 | Time: 2029.46 ms
[2021-01-22 03:11:49 main:574] : INFO : Epoch 1675 | loss: 0.0312005 | val_loss: 0.0311972 | Time: 2018.92 ms
[2021-01-22 03:11:51 main:574] : INFO : Epoch 1676 | loss: 0.0312013 | val_loss: 0.0311963 | Time: 1983.46 ms
[2021-01-22 03:11:53 main:574] : INFO : Epoch 1677 | loss: 0.0311993 | val_loss: 0.0311961 | Time: 1955.52 ms
[2021-01-22 03:11:55 main:574] : INFO : Epoch 1678 | loss: 0.031199 | val_loss: 0.031198 | Time: 1988.16 ms
[2021-01-22 03:11:57 main:574] : INFO : Epoch 1679 | loss: 0.0311987 | val_loss: 0.0311976 | Time: 2045.85 ms
[2021-01-22 03:11:59 main:574] : INFO : Epoch 1680 | loss: 0.031199 | val_loss: 0.0311976 | Time: 2020.57 ms
[2021-01-22 03:12:01 main:574] : INFO : Epoch 1681 | loss: 0.0311991 | val_loss: 0.0311961 | Time: 1927.71 ms
[2021-01-22 03:12:03 main:574] : INFO : Epoch 1682 | loss: 0.0311994 | val_loss: 0.0311984 | Time: 1907.8 ms
[2021-01-22 03:12:05 main:574] : INFO : Epoch 1683 | loss: 0.0311989 | val_loss: 0.0312008 | Time: 1876.24 ms
[2021-01-22 03:12:07 main:574] : INFO : Epoch 1684 | loss: 0.0311988 | val_loss: 0.0311983 | Time: 1918.42 ms
[2021-01-22 03:12:09 main:574] : INFO : Epoch 1685 | loss: 0.0311981 | val_loss: 0.0311968 | Time: 2103.89 ms
[2021-01-22 03:12:11 main:574] : INFO : Epoch 1686 | loss: 0.0311996 | val_loss: 0.031197 | Time: 1905.41 ms
[2021-01-22 03:12:13 main:574] : INFO : Epoch 1687 | loss: 0.0311995 | val_loss: 0.0311979 | Time: 1955.78 ms
[2021-01-22 03:12:15 main:574] : INFO : Epoch 1688 | loss: 0.0311979 | val_loss: 0.0311967 | Time: 1973.54 ms
[2021-01-22 03:12:17 main:574] : INFO : Epoch 1689 | loss: 0.0311978 | val_loss: 0.0311962 | Time: 1942.82 ms
[2021-01-22 03:12:19 main:574] : INFO : Epoch 1690 | loss: 0.0311977 | val_loss: 0.0311949 | Time: 1903.34 ms
[2021-01-22 03:12:21 main:574] : INFO : Epoch 1691 | loss: 0.0311993 | val_loss: 0.0311952 | Time: 1977.96 ms
[2021-01-22 03:12:23 main:574] : INFO : Epoch 1692 | loss: 0.0311992 | val_loss: 0.0311943 | Time: 1893.12 ms
[2021-01-22 03:12:25 main:574] : INFO : Epoch 1693 | loss: 0.0312003 | val_loss: 0.0311952 | Time: 1949.45 ms
[2021-01-22 03:12:26 main:574] : INFO : Epoch 1694 | loss: 0.0311999 | val_loss: 0.0311981 | Time: 1905.23 ms
[2021-01-22 03:12:28 main:574] : INFO : Epoch 1695 | loss: 0.0311992 | val_loss: 0.0311959 | Time: 1905.51 ms
[2021-01-22 03:12:31 main:574] : INFO : Epoch 1696 | loss: 0.0311968 | val_loss: 0.031194 | Time: 2148.27 ms
[2021-01-22 03:12:33 main:574] : INFO : Epoch 1697 | loss: 0.0311967 | val_loss: 0.0311957 | Time: 2036.2 ms
[2021-01-22 03:12:35 main:574] : INFO : Epoch 1698 | loss: 0.0311983 | val_loss: 0.0311968 | Time: 1978.7 ms
[2021-01-22 03:12:37 main:574] : INFO : Epoch 1699 | loss: 0.0311984 | val_loss: 0.0311945 | Time: 1901.07 ms
[2021-01-22 03:12:39 main:574] : INFO : Epoch 1700 | loss: 0.0311968 | val_loss: 0.0311962 | Time: 1953.73 ms
[2021-01-22 03:12:41 main:574] : INFO : Epoch 1701 | loss: 0.0311966 | val_loss: 0.0311948 | Time: 1907.27 ms
[2021-01-22 03:12:42 main:574] : INFO : Epoch 1702 | loss: 0.0311962 | val_loss: 0.031195 | Time: 1903.84 ms
[2021-01-22 03:12:44 main:574] : INFO : Epoch 1703 | loss: 0.0311961 | val_loss: 0.0311935 | Time: 1927.34 ms
[2021-01-22 03:12:46 main:574] : INFO : Epoch 1704 | loss: 0.0311963 | val_loss: 0.0311943 | Time: 2003.05 ms
[2021-01-22 03:12:48 main:574] : INFO : Epoch 1705 | loss: 0.0311972 | val_loss: 0.031194 | Time: 1975.74 ms
[2021-01-22 03:12:50 main:574] : INFO : Epoch 1706 | loss: 0.0311976 | val_loss: 0.0311967 | Time: 1918.02 ms
[2021-01-22 03:12:52 main:574] : INFO : Epoch 1707 | loss: 0.0311971 | val_loss: 0.0311942 | Time: 1896.63 ms
[2021-01-22 03:12:54 main:574] : INFO : Epoch 1708 | loss: 0.0311972 | val_loss: 0.0311938 | Time: 1902.38 ms
[2021-01-22 03:12:56 main:574] : INFO : Epoch 1709 | loss: 0.0311964 | val_loss: 0.0311926 | Time: 2002.4 ms
[2021-01-22 03:12:58 main:574] : INFO : Epoch 1710 | loss: 0.0311965 | val_loss: 0.0311945 | Time: 2003.84 ms
[2021-01-22 03:13:00 main:574] : INFO : Epoch 1711 | loss: 0.0311963 | val_loss: 0.0311968 | Time: 1973.13 ms
[2021-01-22 03:13:02 main:574] : INFO : Epoch 1712 | loss: 0.0311976 | val_loss: 0.0311964 | Time: 1925.84 ms
[2021-01-22 03:13:04 main:574] : INFO : Epoch 1713 | loss: 0.0311952 | val_loss: 0.0311953 | Time: 1946.91 ms
[2021-01-22 03:13:06 main:574] : INFO : Epoch 1714 | loss: 0.0311956 | val_loss: 0.0311949 | Time: 2005.24 ms
[2021-01-22 03:13:08 main:574] : INFO : Epoch 1715 | loss: 0.0311943 | val_loss: 0.0311952 | Time: 2095.36 ms
[2021-01-22 03:13:10 main:574] : INFO : Epoch 1716 | loss: 0.0311964 | val_loss: 0.0311979 | Time: 2072.87 ms
[2021-01-22 03:13:12 main:574] : INFO : Epoch 1717 | loss: 0.0311966 | val_loss: 0.0311956 | Time: 1925.02 ms
[2021-01-22 03:13:14 main:574] : INFO : Epoch 1718 | loss: 0.0311939 | val_loss: 0.0311953 | Time: 1875.29 ms
[2021-01-22 03:13:16 main:574] : INFO : Epoch 1719 | loss: 0.0311946 | val_loss: 0.0311933 | Time: 1919.03 ms
[2021-01-22 03:13:18 main:574] : INFO : Epoch 1720 | loss: 0.0311949 | val_loss: 0.0311935 | Time: 1956.27 ms
[2021-01-22 03:13:20 main:574] : INFO : Epoch 1721 | loss: 0.0311946 | val_loss: 0.0311939 | Time: 2014.3 ms
[2021-01-22 03:13:23 main:574] : INFO : Epoch 1722 | loss: 0.0311939 | val_loss: 0.031195 | Time: 2048.16 ms
[2021-01-22 03:13:24 main:574] : INFO : Epoch 1723 | loss: 0.0311946 | val_loss: 0.0311937 | Time: 1936.6 ms
[2021-01-22 03:13:26 main:574] : INFO : Epoch 1724 | loss: 0.0311957 | val_loss: 0.0311956 | Time: 2009.54 ms
[2021-01-22 03:13:28 main:574] : INFO : Epoch 1725 | loss: 0.0311953 | val_loss: 0.0311952 | Time: 1996.35 ms
[2021-01-22 03:13:31 main:574] : INFO : Epoch 1726 | loss: 0.0311949 | val_loss: 0.0311942 | Time: 2010.79 ms
[2021-01-22 03:13:32 main:574] : INFO : Epoch 1727 | loss: 0.0311941 | val_loss: 0.0311938 | Time: 1939.1 ms
[2021-01-22 03:13:34 main:574] : INFO : Epoch 1728 | loss: 0.0311942 | val_loss: 0.0311935 | Time: 1919.42 ms
[2021-01-22 03:13:37 main:574] : INFO : Epoch 1729 | loss: 0.0311935 | val_loss: 0.031193 | Time: 1994.49 ms
[2021-01-22 03:13:39 main:574] : INFO : Epoch 1730 | loss: 0.0311945 | val_loss: 0.0311945 | Time: 2065.2 ms
[2021-01-22 03:13:41 main:574] : INFO : Epoch 1731 | loss: 0.0311956 | val_loss: 0.0311954 | Time: 2064.29 ms
[2021-01-22 03:13:43 main:574] : INFO : Epoch 1732 | loss: 0.0311949 | val_loss: 0.0311959 | Time: 1958.08 ms
[2021-01-22 03:13:45 main:574] : INFO : Epoch 1733 | loss: 0.0311979 | val_loss: 0.0311997 | Time: 2130.3 ms
[2021-01-22 03:13:47 main:574] : INFO : Epoch 1734 | loss: 0.0311974 | val_loss: 0.0312039 | Time: 2088.84 ms
[2021-01-22 03:13:49 main:574] : INFO : Epoch 1735 | loss: 0.0311952 | val_loss: 0.0311928 | Time: 1891.62 ms
[2021-01-22 03:13:51 main:574] : INFO : Epoch 1736 | loss: 0.0311937 | val_loss: 0.0311929 | Time: 1900.47 ms
[2021-01-22 03:13:53 main:574] : INFO : Epoch 1737 | loss: 0.0311932 | val_loss: 0.031193 | Time: 1953.14 ms
[2021-01-22 03:13:55 main:574] : INFO : Epoch 1738 | loss: 0.031195 | val_loss: 0.0311936 | Time: 1916.08 ms
[2021-01-22 03:13:57 main:574] : INFO : Epoch 1739 | loss: 0.0311975 | val_loss: 0.0311968 | Time: 1939.33 ms
[2021-01-22 03:13:59 main:574] : INFO : Epoch 1740 | loss: 0.031194 | val_loss: 0.0311939 | Time: 2057.99 ms
[2021-01-22 03:14:01 main:574] : INFO : Epoch 1741 | loss: 0.0311934 | val_loss: 0.0311931 | Time: 1991.82 ms
[2021-01-22 03:14:03 main:574] : INFO : Epoch 1742 | loss: 0.0311935 | val_loss: 0.0311948 | Time: 1995.18 ms
[2021-01-22 03:14:05 main:574] : INFO : Epoch 1743 | loss: 0.0311943 | val_loss: 0.0311948 | Time: 1927.56 ms
[2021-01-22 03:14:07 main:574] : INFO : Epoch 1744 | loss: 0.0311939 | val_loss: 0.0311937 | Time: 1933.12 ms
[2021-01-22 03:14:09 main:574] : INFO : Epoch 1745 | loss: 0.0311944 | val_loss: 0.0311929 | Time: 1924.8 ms
[2021-01-22 03:14:11 main:574] : INFO : Epoch 1746 | loss: 0.0311946 | val_loss: 0.0311956 | Time: 1930.76 ms
[2021-01-22 03:14:13 main:574] : INFO : Epoch 1747 | loss: 0.0311956 | val_loss: 0.0311928 | Time: 1878.95 ms
[2021-01-22 03:14:15 main:574] : INFO : Epoch 1748 | loss: 0.031194 | val_loss: 0.0311938 | Time: 1987.38 ms
[2021-01-22 03:14:17 main:574] : INFO : Epoch 1749 | loss: 0.0311942 | val_loss: 0.0311943 | Time: 1891.46 ms
[2021-01-22 03:14:18 main:574] : INFO : Epoch 1750 | loss: 0.0311941 | val_loss: 0.0311937 | Time: 1898.39 ms
[2021-01-22 03:14:20 main:574] : INFO : Epoch 1751 | loss: 0.031196 | val_loss: 0.0311945 | Time: 1885.91 ms
[2021-01-22 03:14:22 main:574] : INFO : Epoch 1752 | loss: 0.0311991 | val_loss: 0.031195 | Time: 1931.12 ms
[2021-01-22 03:14:24 main:574] : INFO : Epoch 1753 | loss: 0.0311956 | val_loss: 0.0311956 | Time: 2028.35 ms
[2021-01-22 03:14:26 main:574] : INFO : Epoch 1754 | loss: 0.0311937 | val_loss: 0.0311965 | Time: 1945.14 ms
[2021-01-22 03:14:28 main:574] : INFO : Epoch 1755 | loss: 0.0311946 | val_loss: 0.0311964 | Time: 2010.29 ms
[2021-01-22 03:14:30 main:574] : INFO : Epoch 1756 | loss: 0.0311941 | val_loss: 0.0311948 | Time: 1984.77 ms
[2021-01-22 03:14:32 main:574] : INFO : Epoch 1757 | loss: 0.0311943 | val_loss: 0.0311948 | Time: 1877.43 ms
[2021-01-22 03:14:34 main:574] : INFO : Epoch 1758 | loss: 0.0311964 | val_loss: 0.0311964 | Time: 1882.48 ms
[2021-01-22 03:14:36 main:574] : INFO : Epoch 1759 | loss: 0.0311957 | val_loss: 0.0311927 | Time: 1921.01 ms
[2021-01-22 03:14:38 main:574] : INFO : Epoch 1760 | loss: 0.0311938 | val_loss: 0.0311924 | Time: 1936.03 ms
[2021-01-22 03:14:40 main:574] : INFO : Epoch 1761 | loss: 0.0311938 | val_loss: 0.0311936 | Time: 2037.8 ms
[2021-01-22 03:14:42 main:574] : INFO : Epoch 1762 | loss: 0.031196 | val_loss: 0.0311963 | Time: 1987.86 ms
[2021-01-22 03:14:44 main:574] : INFO : Epoch 1763 | loss: 0.0311959 | val_loss: 0.0311954 | Time: 1912.95 ms
[2021-01-22 03:14:46 main:574] : INFO : Epoch 1764 | loss: 0.0311947 | val_loss: 0.0311937 | Time: 1894.84 ms
[2021-01-22 03:14:48 main:574] : INFO : Epoch 1765 | loss: 0.0311947 | val_loss: 0.0311939 | Time: 1916.85 ms
[2021-01-22 03:14:50 main:574] : INFO : Epoch 1766 | loss: 0.0311943 | val_loss: 0.0311924 | Time: 1911.08 ms
[2021-01-22 03:14:52 main:574] : INFO : Epoch 1767 | loss: 0.0311936 | val_loss: 0.0311946 | Time: 1896.31 ms
[2021-01-22 03:14:54 main:574] : INFO : Epoch 1768 | loss: 0.0311972 | val_loss: 0.031197 | Time: 2029.26 ms
[2021-01-22 03:14:56 main:574] : INFO : Epoch 1769 | loss: 0.0311978 | val_loss: 0.0311932 | Time: 2019.34 ms
[2021-01-22 03:14:58 main:574] : INFO : Epoch 1770 | loss: 0.0311962 | val_loss: 0.0311928 | Time: 1902.75 ms
[2021-01-22 03:15:00 main:574] : INFO : Epoch 1771 | loss: 0.0311954 | val_loss: 0.0311926 | Time: 1971.38 ms
[2021-01-22 03:15:02 main:574] : INFO : Epoch 1772 | loss: 0.0311958 | val_loss: 0.0311952 | Time: 1946.86 ms
[2021-01-22 03:15:04 main:574] : INFO : Epoch 1773 | loss: 0.031195 | val_loss: 0.0311931 | Time: 2104.76 ms
[2021-01-22 03:15:06 main:574] : INFO : Epoch 1774 | loss: 0.031195 | val_loss: 0.0311933 | Time: 1901.17 ms
[2021-01-22 03:15:08 main:574] : INFO : Epoch 1775 | loss: 0.0311953 | val_loss: 0.0311926 | Time: 1908.72 ms
[2021-01-22 03:15:10 main:574] : INFO : Epoch 1776 | loss: 0.0311979 | val_loss: 0.0311929 | Time: 1985.75 ms
[2021-01-22 03:15:12 main:574] : INFO : Epoch 1777 | loss: 0.0311943 | val_loss: 0.0311913 | Time: 1925.36 ms
[2021-01-22 03:15:14 main:574] : INFO : Epoch 1778 | loss: 0.0311939 | val_loss: 0.0311934 | Time: 1889.37 ms
[2021-01-22 03:15:16 main:574] : INFO : Epoch 1779 | loss: 0.0311935 | val_loss: 0.0311931 | Time: 2007.81 ms
[2021-01-22 03:15:18 main:574] : INFO : Epoch 1780 | loss: 0.0311948 | val_loss: 0.0311948 | Time: 2099.47 ms
[2021-01-22 03:15:20 main:574] : INFO : Epoch 1781 | loss: 0.0311944 | val_loss: 0.0311927 | Time: 1954.59 ms
[2021-01-22 03:15:22 main:574] : INFO : Epoch 1782 | loss: 0.031193 | val_loss: 0.0311973 | Time: 2000.4 ms
[2021-01-22 03:15:24 main:574] : INFO : Epoch 1783 | loss: 0.031195 | val_loss: 0.031194 | Time: 2021.46 ms
[2021-01-22 03:15:26 main:574] : INFO : Epoch 1784 | loss: 0.0311953 | val_loss: 0.031194 | Time: 1916.1 ms
[2021-01-22 03:15:28 main:574] : INFO : Epoch 1785 | loss: 0.0311959 | val_loss: 0.0311962 | Time: 2021.88 ms
[2021-01-22 03:15:30 main:574] : INFO : Epoch 1786 | loss: 0.0311943 | val_loss: 0.0311915 | Time: 1946.67 ms
[2021-01-22 03:15:32 main:574] : INFO : Epoch 1787 | loss: 0.0311934 | val_loss: 0.0311924 | Time: 1900.3 ms
[2021-01-22 03:15:34 main:574] : INFO : Epoch 1788 | loss: 0.0311933 | val_loss: 0.0311913 | Time: 2073.98 ms
[2021-01-22 03:15:36 main:574] : INFO : Epoch 1789 | loss: 0.0311923 | val_loss: 0.0311943 | Time: 1958.14 ms
[2021-01-22 03:15:38 main:574] : INFO : Epoch 1790 | loss: 0.0311957 | val_loss: 0.0312018 | Time: 1876.1 ms
[2021-01-22 03:15:40 main:574] : INFO : Epoch 1791 | loss: 0.0311956 | val_loss: 0.031195 | Time: 1987.44 ms
[2021-01-22 03:15:42 main:574] : INFO : Epoch 1792 | loss: 0.0311974 | val_loss: 0.0311963 | Time: 1895.74 ms
[2021-01-22 03:15:44 main:574] : INFO : Epoch 1793 | loss: 0.0311958 | val_loss: 0.0311942 | Time: 1889.66 ms
[2021-01-22 03:15:46 main:574] : INFO : Epoch 1794 | loss: 0.0311955 | val_loss: 0.0311931 | Time: 1950.21 ms
[2021-01-22 03:15:48 main:574] : INFO : Epoch 1795 | loss: 0.031195 | val_loss: 0.0311928 | Time: 1916.08 ms
[2021-01-22 03:15:50 main:574] : INFO : Epoch 1796 | loss: 0.0311959 | val_loss: 0.0311922 | Time: 2151.82 ms
[2021-01-22 03:15:52 main:574] : INFO : Epoch 1797 | loss: 0.0311935 | val_loss: 0.0311911 | Time: 1910.46 ms
[2021-01-22 03:15:54 main:574] : INFO : Epoch 1798 | loss: 0.0311934 | val_loss: 0.031193 | Time: 1956.66 ms
[2021-01-22 03:15:56 main:574] : INFO : Epoch 1799 | loss: 0.0311953 | val_loss: 0.0311982 | Time: 1915.74 ms
[2021-01-22 03:15:58 main:574] : INFO : Epoch 1800 | loss: 0.0311951 | val_loss: 0.0311926 | Time: 1897.19 ms
[2021-01-22 03:16:00 main:574] : INFO : Epoch 1801 | loss: 0.0311939 | val_loss: 0.0311909 | Time: 2195.78 ms
[2021-01-22 03:16:02 main:574] : INFO : Epoch 1802 | loss: 0.0311932 | val_loss: 0.0311912 | Time: 1903.45 ms
[2021-01-22 03:16:04 main:574] : INFO : Epoch 1803 | loss: 0.0311941 | val_loss: 0.031193 | Time: 1933.06 ms
[2021-01-22 03:16:06 main:574] : INFO : Epoch 1804 | loss: 0.0311937 | val_loss: 0.0311935 | Time: 1901.39 ms
[2021-01-22 03:16:08 main:574] : INFO : Epoch 1805 | loss: 0.0311938 | val_loss: 0.0312082 | Time: 2110.46 ms
[2021-01-22 03:16:10 main:574] : INFO : Epoch 1806 | loss: 0.0311967 | val_loss: 0.0311937 | Time: 2107.18 ms
[2021-01-22 03:16:12 main:574] : INFO : Epoch 1807 | loss: 0.0311935 | val_loss: 0.0311921 | Time: 2035.34 ms
[2021-01-22 03:16:14 main:574] : INFO : Epoch 1808 | loss: 0.0311923 | val_loss: 0.0311918 | Time: 1871.51 ms
[2021-01-22 03:16:16 main:574] : INFO : Epoch 1809 | loss: 0.031193 | val_loss: 0.031193 | Time: 1961.42 ms
[2021-01-22 03:16:18 main:574] : INFO : Epoch 1810 | loss: 0.0311934 | val_loss: 0.0311922 | Time: 1899.51 ms
[2021-01-22 03:16:20 main:574] : INFO : Epoch 1811 | loss: 0.0311938 | val_loss: 0.031191 | Time: 1918.18 ms
[2021-01-22 03:16:22 main:574] : INFO : Epoch 1812 | loss: 0.0311929 | val_loss: 0.0311906 | Time: 1976.98 ms
[2021-01-22 03:16:24 main:574] : INFO : Epoch 1813 | loss: 0.0311938 | val_loss: 0.0311902 | Time: 2087.05 ms
[2021-01-22 03:16:26 main:574] : INFO : Epoch 1814 | loss: 0.0311941 | val_loss: 0.0311919 | Time: 1916.58 ms
[2021-01-22 03:16:28 main:574] : INFO : Epoch 1815 | loss: 0.0311937 | val_loss: 0.0311924 | Time: 2219.96 ms
[2021-01-22 03:16:30 main:574] : INFO : Epoch 1816 | loss: 0.0311951 | val_loss: 0.0311929 | Time: 1968.22 ms
[2021-01-22 03:16:32 main:574] : INFO : Epoch 1817 | loss: 0.0311972 | val_loss: 0.0311925 | Time: 1969.19 ms
[2021-01-22 03:16:34 main:574] : INFO : Epoch 1818 | loss: 0.0311985 | val_loss: 0.0311933 | Time: 1952.65 ms
[2021-01-22 03:16:36 main:574] : INFO : Epoch 1819 | loss: 0.0311935 | val_loss: 0.0311926 | Time: 1968.44 ms
[2021-01-22 03:16:38 main:574] : INFO : Epoch 1820 | loss: 0.0311924 | val_loss: 0.0311919 | Time: 1884.1 ms
[2021-01-22 03:16:40 main:574] : INFO : Epoch 1821 | loss: 0.0311928 | val_loss: 0.0311901 | Time: 1889.16 ms
[2021-01-22 03:16:42 main:574] : INFO : Epoch 1822 | loss: 0.0311942 | val_loss: 0.0311903 | Time: 1955.65 ms
[2021-01-22 03:16:44 main:574] : INFO : Epoch 1823 | loss: 0.0311932 | val_loss: 0.0311922 | Time: 1914.56 ms
[2021-01-22 03:16:46 main:574] : INFO : Epoch 1824 | loss: 0.0311931 | val_loss: 0.0311904 | Time: 2030.09 ms
[2021-01-22 03:16:48 main:574] : INFO : Epoch 1825 | loss: 0.0311919 | val_loss: 0.0311899 | Time: 1902.8 ms
[2021-01-22 03:16:50 main:574] : INFO : Epoch 1826 | loss: 0.0311925 | val_loss: 0.0311901 | Time: 1918.32 ms
[2021-01-22 03:16:52 main:574] : INFO : Epoch 1827 | loss: 0.0311925 | val_loss: 0.0311903 | Time: 2096.23 ms
[2021-01-22 03:16:54 main:574] : INFO : Epoch 1828 | loss: 0.0311924 | val_loss: 0.0311903 | Time: 2065.96 ms
[2021-01-22 03:16:56 main:574] : INFO : Epoch 1829 | loss: 0.031195 | val_loss: 0.0311925 | Time: 2150.96 ms
[2021-01-22 03:16:58 main:574] : INFO : Epoch 1830 | loss: 0.0311963 | val_loss: 0.0311927 | Time: 1956.99 ms
[2021-01-22 03:17:00 main:574] : INFO : Epoch 1831 | loss: 0.0311949 | val_loss: 0.0311924 | Time: 2100.35 ms
[2021-01-22 03:17:02 main:574] : INFO : Epoch 1832 | loss: 0.0311947 | val_loss: 0.0311931 | Time: 1887.97 ms
[2021-01-22 03:17:04 main:574] : INFO : Epoch 1833 | loss: 0.0311949 | val_loss: 0.0311928 | Time: 1919.69 ms
[2021-01-22 03:17:06 main:574] : INFO : Epoch 1834 | loss: 0.0311953 | val_loss: 0.031195 | Time: 1892.63 ms
[2021-01-22 03:17:08 main:574] : INFO : Epoch 1835 | loss: 0.0311979 | val_loss: 0.0311941 | Time: 2021.16 ms
[2021-01-22 03:17:10 main:574] : INFO : Epoch 1836 | loss: 0.0311981 | val_loss: 0.0311948 | Time: 1935.5 ms
[2021-01-22 03:17:12 main:574] : INFO : Epoch 1837 | loss: 0.0311954 | val_loss: 0.0311945 | Time: 1999.72 ms
[2021-01-22 03:17:14 main:574] : INFO : Epoch 1838 | loss: 0.0311949 | val_loss: 0.0311929 | Time: 1886.02 ms
[2021-01-22 03:17:16 main:574] : INFO : Epoch 1839 | loss: 0.0311953 | val_loss: 0.0311923 | Time: 2059.61 ms
[2021-01-22 03:17:18 main:574] : INFO : Epoch 1840 | loss: 0.0311938 | val_loss: 0.031192 | Time: 2027.33 ms
[2021-01-22 03:17:20 main:574] : INFO : Epoch 1841 | loss: 0.0311973 | val_loss: 0.0311944 | Time: 1932.13 ms
[2021-01-22 03:17:22 main:574] : INFO : Epoch 1842 | loss: 0.0311936 | val_loss: 0.0311913 | Time: 1937.93 ms
[2021-01-22 03:17:24 main:574] : INFO : Epoch 1843 | loss: 0.0311928 | val_loss: 0.0311911 | Time: 1897.63 ms
[2021-01-22 03:17:26 main:574] : INFO : Epoch 1844 | loss: 0.0311937 | val_loss: 0.03119 | Time: 1911.7 ms
[2021-01-22 03:17:28 main:574] : INFO : Epoch 1845 | loss: 0.0311938 | val_loss: 0.0311909 | Time: 1907.57 ms
[2021-01-22 03:17:30 main:574] : INFO : Epoch 1846 | loss: 0.0311931 | val_loss: 0.0311929 | Time: 1948.44 ms
[2021-01-22 03:17:32 main:574] : INFO : Epoch 1847 | loss: 0.0311942 | val_loss: 0.0311956 | Time: 1901.29 ms
[2021-01-22 03:17:34 main:574] : INFO : Epoch 1848 | loss: 0.0311925 | val_loss: 0.0311886 | Time: 1869.8 ms
[2021-01-22 03:17:36 main:574] : INFO : Epoch 1849 | loss: 0.0311926 | val_loss: 0.0311894 | Time: 1948.59 ms
[2021-01-22 03:17:38 main:574] : INFO : Epoch 1850 | loss: 0.0311934 | val_loss: 0.0311923 | Time: 2088.3 ms
[2021-01-22 03:17:40 main:574] : INFO : Epoch 1851 | loss: 0.0311925 | val_loss: 0.0311901 | Time: 2084.58 ms
[2021-01-22 03:17:42 main:574] : INFO : Epoch 1852 | loss: 0.0311911 | val_loss: 0.0311897 | Time: 2004.83 ms
[2021-01-22 03:17:44 main:574] : INFO : Epoch 1853 | loss: 0.0311939 | val_loss: 0.0311903 | Time: 1979.6 ms
[2021-01-22 03:17:46 main:574] : INFO : Epoch 1854 | loss: 0.0311909 | val_loss: 0.0311917 | Time: 1983.22 ms
[2021-01-22 03:17:48 main:574] : INFO : Epoch 1855 | loss: 0.0311946 | val_loss: 0.0311921 | Time: 2087.67 ms
[2021-01-22 03:17:50 main:574] : INFO : Epoch 1856 | loss: 0.031197 | val_loss: 0.0311937 | Time: 1926.34 ms
[2021-01-22 03:17:52 main:574] : INFO : Epoch 1857 | loss: 0.0311955 | val_loss: 0.0311915 | Time: 1940.56 ms
[2021-01-22 03:17:54 main:574] : INFO : Epoch 1858 | loss: 0.031196 | val_loss: 0.0311914 | Time: 1952.41 ms
[2021-01-22 03:17:56 main:574] : INFO : Epoch 1859 | loss: 0.0311974 | val_loss: 0.0311921 | Time: 1970.78 ms
[2021-01-22 03:17:58 main:574] : INFO : Epoch 1860 | loss: 0.0311988 | val_loss: 0.0311931 | Time: 1978.8 ms
[2021-01-22 03:18:00 main:574] : INFO : Epoch 1861 | loss: 0.0311995 | val_loss: 0.0311936 | Time: 2061.86 ms
[2021-01-22 03:18:02 main:574] : INFO : Epoch 1862 | loss: 0.0312012 | val_loss: 0.0311926 | Time: 1950.9 ms
[2021-01-22 03:18:04 main:574] : INFO : Epoch 1863 | loss: 0.0311992 | val_loss: 0.0311951 | Time: 1942.56 ms
[2021-01-22 03:18:06 main:574] : INFO : Epoch 1864 | loss: 0.0311988 | val_loss: 0.0311977 | Time: 1943.59 ms
[2021-01-22 03:18:08 main:574] : INFO : Epoch 1865 | loss: 0.0311966 | val_loss: 0.0311925 | Time: 1949.69 ms
[2021-01-22 03:18:10 main:574] : INFO : Epoch 1866 | loss: 0.0311964 | val_loss: 0.0311935 | Time: 1884.44 ms
[2021-01-22 03:18:12 main:574] : INFO : Epoch 1867 | loss: 0.0311967 | val_loss: 0.0311908 | Time: 2018.6 ms
[2021-01-22 03:18:14 main:574] : INFO : Epoch 1868 | loss: 0.0311948 | val_loss: 0.0311898 | Time: 1945.34 ms
[2021-01-22 03:18:16 main:574] : INFO : Epoch 1869 | loss: 0.0311943 | val_loss: 0.0311933 | Time: 1927.09 ms
[2021-01-22 03:18:18 main:574] : INFO : Epoch 1870 | loss: 0.0311942 | val_loss: 0.0311899 | Time: 1913.99 ms
[2021-01-22 03:18:20 main:574] : INFO : Epoch 1871 | loss: 0.0311927 | val_loss: 0.0311894 | Time: 1900.41 ms
[2021-01-22 03:18:22 main:574] : INFO : Epoch 1872 | loss: 0.0311922 | val_loss: 0.031188 | Time: 1932.82 ms
[2021-01-22 03:18:24 main:574] : INFO : Epoch 1873 | loss: 0.0311913 | val_loss: 0.0311874 | Time: 1927.69 ms
[2021-01-22 03:18:25 main:574] : INFO : Epoch 1874 | loss: 0.0311915 | val_loss: 0.0311909 | Time: 1887.55 ms
[2021-01-22 03:18:27 main:574] : INFO : Epoch 1875 | loss: 0.0311921 | val_loss: 0.0311892 | Time: 1910.13 ms
[2021-01-22 03:18:30 main:574] : INFO : Epoch 1876 | loss: 0.0311912 | val_loss: 0.031189 | Time: 2082.57 ms
[2021-01-22 03:18:32 main:574] : INFO : Epoch 1877 | loss: 0.0311913 | val_loss: 0.0311901 | Time: 1898.38 ms
[2021-01-22 03:18:34 main:574] : INFO : Epoch 1878 | loss: 0.0311912 | val_loss: 0.0311889 | Time: 1957.72 ms
[2021-01-22 03:18:35 main:574] : INFO : Epoch 1879 | loss: 0.0311902 | val_loss: 0.031187 | Time: 1961.75 ms
[2021-01-22 03:18:37 main:574] : INFO : Epoch 1880 | loss: 0.031189 | val_loss: 0.0311867 | Time: 1954.7 ms
[2021-01-22 03:18:39 main:574] : INFO : Epoch 1881 | loss: 0.031191 | val_loss: 0.0311893 | Time: 1902.76 ms
[2021-01-22 03:18:41 main:574] : INFO : Epoch 1882 | loss: 0.031193 | val_loss: 0.0311913 | Time: 1963.21 ms
[2021-01-22 03:18:43 main:574] : INFO : Epoch 1883 | loss: 0.0311955 | val_loss: 0.0311891 | Time: 1910.86 ms
[2021-01-22 03:18:45 main:574] : INFO : Epoch 1884 | loss: 0.0311945 | val_loss: 0.0311882 | Time: 2076.33 ms
[2021-01-22 03:18:48 main:574] : INFO : Epoch 1885 | loss: 0.0311939 | val_loss: 0.0311878 | Time: 2130.44 ms
[2021-01-22 03:18:50 main:574] : INFO : Epoch 1886 | loss: 0.0311952 | val_loss: 0.0311911 | Time: 1891.43 ms
[2021-01-22 03:18:52 main:574] : INFO : Epoch 1887 | loss: 0.0311938 | val_loss: 0.0311942 | Time: 2052.08 ms
[2021-01-22 03:18:54 main:574] : INFO : Epoch 1888 | loss: 0.0311927 | val_loss: 0.0311862 | Time: 1886.73 ms
[2021-01-22 03:18:55 main:574] : INFO : Epoch 1889 | loss: 0.0311917 | val_loss: 0.0311874 | Time: 1891.01 ms
[2021-01-22 03:18:58 main:574] : INFO : Epoch 1890 | loss: 0.0311909 | val_loss: 0.0311855 | Time: 2070.66 ms
[2021-01-22 03:19:00 main:574] : INFO : Epoch 1891 | loss: 0.0311906 | val_loss: 0.0311842 | Time: 1918.03 ms
[2021-01-22 03:19:01 main:574] : INFO : Epoch 1892 | loss: 0.0311898 | val_loss: 0.0311924 | Time: 1879.01 ms
[2021-01-22 03:19:03 main:574] : INFO : Epoch 1893 | loss: 0.0311927 | val_loss: 0.0311929 | Time: 1961.78 ms
[2021-01-22 03:19:05 main:574] : INFO : Epoch 1894 | loss: 0.0311912 | val_loss: 0.031186 | Time: 1932.02 ms
[2021-01-22 03:19:08 main:574] : INFO : Epoch 1895 | loss: 0.0311901 | val_loss: 0.0311859 | Time: 2074.28 ms
[2021-01-22 03:19:09 main:574] : INFO : Epoch 1896 | loss: 0.0311898 | val_loss: 0.0311907 | Time: 1906.21 ms
[2021-01-22 03:19:11 main:574] : INFO : Epoch 1897 | loss: 0.0311917 | val_loss: 0.0311896 | Time: 1933.65 ms
[2021-01-22 03:19:13 main:574] : INFO : Epoch 1898 | loss: 0.0311903 | val_loss: 0.0311875 | Time: 1926.57 ms
[2021-01-22 03:19:15 main:574] : INFO : Epoch 1899 | loss: 0.0311906 | val_loss: 0.0311878 | Time: 2012.76 ms
[2021-01-22 03:19:17 main:574] : INFO : Epoch 1900 | loss: 0.0311919 | val_loss: 0.0311866 | Time: 1978.05 ms
[2021-01-22 03:19:19 main:574] : INFO : Epoch 1901 | loss: 0.031192 | val_loss: 0.0311862 | Time: 1936.57 ms
[2021-01-22 03:19:21 main:574] : INFO : Epoch 1902 | loss: 0.0311895 | val_loss: 0.0311856 | Time: 1976.33 ms
[2021-01-22 03:19:23 main:574] : INFO : Epoch 1903 | loss: 0.0311896 | val_loss: 0.0311887 | Time: 1890.25 ms
[2021-01-22 03:19:25 main:574] : INFO : Epoch 1904 | loss: 0.0311888 | val_loss: 0.0311855 | Time: 1914.74 ms
[2021-01-22 03:19:27 main:574] : INFO : Epoch 1905 | loss: 0.0311894 | val_loss: 0.0311855 | Time: 2036.92 ms
[2021-01-22 03:19:29 main:574] : INFO : Epoch 1906 | loss: 0.0311885 | val_loss: 0.0311863 | Time: 1929.66 ms
[2021-01-22 03:19:31 main:574] : INFO : Epoch 1907 | loss: 0.0311884 | val_loss: 0.0311853 | Time: 1973.3 ms
[2021-01-22 03:19:33 main:574] : INFO : Epoch 1908 | loss: 0.0311889 | val_loss: 0.0311854 | Time: 1895.2 ms
[2021-01-22 03:19:35 main:574] : INFO : Epoch 1909 | loss: 0.0311884 | val_loss: 0.0311897 | Time: 1874.28 ms
[2021-01-22 03:19:37 main:574] : INFO : Epoch 1910 | loss: 0.0311921 | val_loss: 0.0311967 | Time: 1880.59 ms
[2021-01-22 03:19:39 main:574] : INFO : Epoch 1911 | loss: 0.0311946 | val_loss: 0.0311887 | Time: 1889.95 ms
[2021-01-22 03:19:41 main:574] : INFO : Epoch 1912 | loss: 0.0311911 | val_loss: 0.0311883 | Time: 1872.33 ms
[2021-01-22 03:19:43 main:574] : INFO : Epoch 1913 | loss: 0.0311905 | val_loss: 0.0311882 | Time: 2019.45 ms
[2021-01-22 03:19:45 main:574] : INFO : Epoch 1914 | loss: 0.0311902 | val_loss: 0.031192 | Time: 1936.5 ms
[2021-01-22 03:19:47 main:574] : INFO : Epoch 1915 | loss: 0.0311903 | val_loss: 0.0311877 | Time: 2124.31 ms
[2021-01-22 03:19:49 main:574] : INFO : Epoch 1916 | loss: 0.0311898 | val_loss: 0.0311879 | Time: 1907.82 ms
[2021-01-22 03:19:51 main:574] : INFO : Epoch 1917 | loss: 0.0311887 | val_loss: 0.0311872 | Time: 1980.94 ms
[2021-01-22 03:19:53 main:574] : INFO : Epoch 1918 | loss: 0.0311889 | val_loss: 0.0311905 | Time: 1953.15 ms
[2021-01-22 03:19:55 main:574] : INFO : Epoch 1919 | loss: 0.0311892 | val_loss: 0.0311866 | Time: 1898.54 ms
[2021-01-22 03:19:57 main:574] : INFO : Epoch 1920 | loss: 0.0311882 | val_loss: 0.0311907 | Time: 1881.29 ms
[2021-01-22 03:19:59 main:574] : INFO : Epoch 1921 | loss: 0.0311891 | val_loss: 0.0311879 | Time: 1909.32 ms
[2021-01-22 03:20:01 main:574] : INFO : Epoch 1922 | loss: 0.0311927 | val_loss: 0.0311917 | Time: 2028.95 ms
[2021-01-22 03:20:03 main:574] : INFO : Epoch 1923 | loss: 0.0311912 | val_loss: 0.0311876 | Time: 2036 ms
[2021-01-22 03:20:05 main:574] : INFO : Epoch 1924 | loss: 0.0311893 | val_loss: 0.0311905 | Time: 1925.77 ms
[2021-01-22 03:20:07 main:574] : INFO : Epoch 1925 | loss: 0.03119 | val_loss: 0.0311874 | Time: 1909.63 ms
[2021-01-22 03:20:09 main:574] : INFO : Epoch 1926 | loss: 0.0311894 | val_loss: 0.0311885 | Time: 1917.68 ms
[2021-01-22 03:20:11 main:574] : INFO : Epoch 1927 | loss: 0.031189 | val_loss: 0.0311887 | Time: 1920.63 ms
[2021-01-22 03:20:13 main:574] : INFO : Epoch 1928 | loss: 0.0311877 | val_loss: 0.0311881 | Time: 1973.59 ms
[2021-01-22 03:20:15 main:574] : INFO : Epoch 1929 | loss: 0.0311885 | val_loss: 0.0311912 | Time: 1918.59 ms
[2021-01-22 03:20:17 main:574] : INFO : Epoch 1930 | loss: 0.0311896 | val_loss: 0.0311882 | Time: 1878.98 ms
[2021-01-22 03:20:19 main:574] : INFO : Epoch 1931 | loss: 0.0311882 | val_loss: 0.0311877 | Time: 1919.87 ms
[2021-01-22 03:20:21 main:574] : INFO : Epoch 1932 | loss: 0.0311884 | val_loss: 0.0311868 | Time: 1983.69 ms
[2021-01-22 03:20:23 main:574] : INFO : Epoch 1933 | loss: 0.0311874 | val_loss: 0.0311873 | Time: 1994.91 ms
[2021-01-22 03:20:25 main:574] : INFO : Epoch 1934 | loss: 0.031189 | val_loss: 0.0311934 | Time: 1939.84 ms
[2021-01-22 03:20:27 main:574] : INFO : Epoch 1935 | loss: 0.0311899 | val_loss: 0.0311879 | Time: 1925.69 ms
[2021-01-22 03:20:29 main:574] : INFO : Epoch 1936 | loss: 0.0311879 | val_loss: 0.03119 | Time: 1962.31 ms
[2021-01-22 03:20:31 main:574] : INFO : Epoch 1937 | loss: 0.0311881 | val_loss: 0.0311882 | Time: 2035.23 ms
[2021-01-22 03:20:33 main:574] : INFO : Epoch 1938 | loss: 0.0311875 | val_loss: 0.0311893 | Time: 2010.96 ms
[2021-01-22 03:20:35 main:574] : INFO : Epoch 1939 | loss: 0.0311877 | val_loss: 0.0311867 | Time: 1987.05 ms
[2021-01-22 03:20:37 main:574] : INFO : Epoch 1940 | loss: 0.0311876 | val_loss: 0.0311891 | Time: 1946.49 ms
[2021-01-22 03:20:39 main:574] : INFO : Epoch 1941 | loss: 0.0311869 | val_loss: 0.0311873 | Time: 1957.66 ms
[2021-01-22 03:20:41 main:574] : INFO : Epoch 1942 | loss: 0.0311878 | val_loss: 0.0311868 | Time: 1925.84 ms
[2021-01-22 03:20:43 main:574] : INFO : Epoch 1943 | loss: 0.0311865 | val_loss: 0.0311875 | Time: 2024.26 ms
[2021-01-22 03:20:45 main:574] : INFO : Epoch 1944 | loss: 0.0311867 | val_loss: 0.0311877 | Time: 2046.83 ms
[2021-01-22 03:20:47 main:574] : INFO : Epoch 1945 | loss: 0.0311877 | val_loss: 0.0311914 | Time: 2048.89 ms
[2021-01-22 03:20:49 main:574] : INFO : Epoch 1946 | loss: 0.031187 | val_loss: 0.0311871 | Time: 1986.77 ms
[2021-01-22 03:20:51 main:574] : INFO : Epoch 1947 | loss: 0.0311875 | val_loss: 0.0311885 | Time: 2000.22 ms
[2021-01-22 03:20:53 main:574] : INFO : Epoch 1948 | loss: 0.0311878 | val_loss: 0.0311864 | Time: 1895.09 ms
[2021-01-22 03:20:55 main:574] : INFO : Epoch 1949 | loss: 0.0311898 | val_loss: 0.0311933 | Time: 1955.47 ms
[2021-01-22 03:20:57 main:574] : INFO : Epoch 1950 | loss: 0.03119 | val_loss: 0.0311943 | Time: 1948.96 ms
[2021-01-22 03:20:59 main:574] : INFO : Epoch 1951 | loss: 0.0311894 | val_loss: 0.0311893 | Time: 1957.28 ms
[2021-01-22 03:21:01 main:574] : INFO : Epoch 1952 | loss: 0.031189 | val_loss: 0.0311887 | Time: 1902.54 ms
[2021-01-22 03:21:03 main:574] : INFO : Epoch 1953 | loss: 0.0311893 | val_loss: 0.0311893 | Time: 1906.1 ms
[2021-01-22 03:21:05 main:574] : INFO : Epoch 1954 | loss: 0.0311889 | val_loss: 0.0311896 | Time: 1960.8 ms
[2021-01-22 03:21:07 main:574] : INFO : Epoch 1955 | loss: 0.0311878 | val_loss: 0.0311905 | Time: 2016.13 ms
[2021-01-22 03:21:09 main:574] : INFO : Epoch 1956 | loss: 0.0311884 | val_loss: 0.0311902 | Time: 1875.04 ms
[2021-01-22 03:21:10 main:574] : INFO : Epoch 1957 | loss: 0.0311894 | val_loss: 0.0311907 | Time: 1894.42 ms
[2021-01-22 03:21:13 main:574] : INFO : Epoch 1958 | loss: 0.0311888 | val_loss: 0.031189 | Time: 2097.43 ms
[2021-01-22 03:21:15 main:574] : INFO : Epoch 1959 | loss: 0.0311885 | val_loss: 0.0311881 | Time: 1981.11 ms
[2021-01-22 03:21:17 main:574] : INFO : Epoch 1960 | loss: 0.0311879 | val_loss: 0.0311907 | Time: 1962.22 ms
[2021-01-22 03:21:19 main:574] : INFO : Epoch 1961 | loss: 0.031188 | val_loss: 0.031192 | Time: 1892.71 ms
[2021-01-22 03:21:20 main:574] : INFO : Epoch 1962 | loss: 0.0311911 | val_loss: 0.0311937 | Time: 1923.36 ms
[2021-01-22 03:21:22 main:574] : INFO : Epoch 1963 | loss: 0.0311903 | val_loss: 0.0311922 | Time: 1926.38 ms
[2021-01-22 03:21:24 main:574] : INFO : Epoch 1964 | loss: 0.0311887 | val_loss: 0.0311913 | Time: 1906.54 ms
[2021-01-22 03:21:26 main:574] : INFO : Epoch 1965 | loss: 0.0311881 | val_loss: 0.0311944 | Time: 1944.41 ms
[2021-01-22 03:21:28 main:574] : INFO : Epoch 1966 | loss: 0.0311882 | val_loss: 0.0311918 | Time: 1908.22 ms
[2021-01-22 03:21:30 main:574] : INFO : Epoch 1967 | loss: 0.0311907 | val_loss: 0.0311979 | Time: 2030.47 ms
[2021-01-22 03:21:32 main:574] : INFO : Epoch 1968 | loss: 0.0311902 | val_loss: 0.0311907 | Time: 1942.89 ms
[2021-01-22 03:21:34 main:574] : INFO : Epoch 1969 | loss: 0.0311887 | val_loss: 0.0311927 | Time: 1985.68 ms
[2021-01-22 03:21:36 main:574] : INFO : Epoch 1970 | loss: 0.0311883 | val_loss: 0.0311966 | Time: 1925.62 ms
[2021-01-22 03:21:38 main:574] : INFO : Epoch 1971 | loss: 0.0311883 | val_loss: 0.0311899 | Time: 2011.78 ms
[2021-01-22 03:21:40 main:574] : INFO : Epoch 1972 | loss: 0.0311888 | val_loss: 0.0311925 | Time: 1909.73 ms
[2021-01-22 03:21:42 main:574] : INFO : Epoch 1973 | loss: 0.0311881 | val_loss: 0.0311892 | Time: 1962.47 ms
[2021-01-22 03:21:44 main:574] : INFO : Epoch 1974 | loss: 0.0311886 | val_loss: 0.0311896 | Time: 1929.39 ms
[2021-01-22 03:21:46 main:574] : INFO : Epoch 1975 | loss: 0.031188 | val_loss: 0.0311946 | Time: 2058.99 ms
[2021-01-22 03:21:48 main:574] : INFO : Epoch 1976 | loss: 0.0311875 | val_loss: 0.0311927 | Time: 1913.97 ms
[2021-01-22 03:21:50 main:574] : INFO : Epoch 1977 | loss: 0.031188 | val_loss: 0.0311939 | Time: 2060.57 ms
[2021-01-22 03:21:52 main:574] : INFO : Epoch 1978 | loss: 0.0311894 | val_loss: 0.0311925 | Time: 1898.66 ms
[2021-01-22 03:21:54 main:574] : INFO : Epoch 1979 | loss: 0.0311882 | val_loss: 0.0311932 | Time: 2092.14 ms
[2021-01-22 03:21:56 main:574] : INFO : Epoch 1980 | loss: 0.0311906 | val_loss: 0.0311927 | Time: 1945.01 ms
[2021-01-22 03:21:59 main:574] : INFO : Epoch 1981 | loss: 0.031194 | val_loss: 0.0311936 | Time: 2000.94 ms
[2021-01-22 03:22:01 main:574] : INFO : Epoch 1982 | loss: 0.0311909 | val_loss: 0.0311933 | Time: 1997.97 ms
[2021-01-22 03:22:03 main:574] : INFO : Epoch 1983 | loss: 0.0311889 | val_loss: 0.0311913 | Time: 1914.88 ms
[2021-01-22 03:22:04 main:574] : INFO : Epoch 1984 | loss: 0.0311887 | val_loss: 0.0311937 | Time: 1907.25 ms
[2021-01-22 03:22:06 main:574] : INFO : Epoch 1985 | loss: 0.0311888 | val_loss: 0.0311941 | Time: 1979.01 ms
[2021-01-22 03:22:08 main:574] : INFO : Epoch 1986 | loss: 0.0311887 | val_loss: 0.0311933 | Time: 1973.95 ms
[2021-01-22 03:22:10 main:574] : INFO : Epoch 1987 | loss: 0.0311886 | val_loss: 0.0311921 | Time: 1910.1 ms
[2021-01-22 03:22:12 main:574] : INFO : Epoch 1988 | loss: 0.0311881 | val_loss: 0.0311894 | Time: 1890.38 ms
[2021-01-22 03:22:14 main:574] : INFO : Epoch 1989 | loss: 0.0311868 | val_loss: 0.0311935 | Time: 1994.34 ms
[2021-01-22 03:22:16 main:574] : INFO : Epoch 1990 | loss: 0.0311872 | val_loss: 0.031189 | Time: 1931.72 ms
[2021-01-22 03:22:18 main:574] : INFO : Epoch 1991 | loss: 0.0311869 | val_loss: 0.0311863 | Time: 2019.77 ms
[2021-01-22 03:22:20 main:574] : INFO : Epoch 1992 | loss: 0.0311857 | val_loss: 0.0311898 | Time: 1987.09 ms
[2021-01-22 03:22:22 main:574] : INFO : Epoch 1993 | loss: 0.0311885 | val_loss: 0.0311949 | Time: 1929.9 ms
[2021-01-22 03:22:24 main:574] : INFO : Epoch 1994 | loss: 0.0311874 | val_loss: 0.0311853 | Time: 2030.58 ms
[2021-01-22 03:22:26 main:574] : INFO : Epoch 1995 | loss: 0.0311843 | val_loss: 0.0311862 | Time: 1920.52 ms
[2021-01-22 03:22:28 main:574] : INFO : Epoch 1996 | loss: 0.0311848 | val_loss: 0.0311875 | Time: 1905.91 ms
[2021-01-22 03:22:30 main:574] : INFO : Epoch 1997 | loss: 0.0311842 | val_loss: 0.0311848 | Time: 2018.58 ms
[2021-01-22 03:22:33 main:574] : INFO : Epoch 1998 | loss: 0.031184 | val_loss: 0.0311878 | Time: 2119.68 ms
[2021-01-22 03:22:35 main:574] : INFO : Epoch 1999 | loss: 0.031185 | val_loss: 0.031186 | Time: 2036.08 ms
[2021-01-22 03:22:37 main:574] : INFO : Epoch 2000 | loss: 0.0311845 | val_loss: 0.0311886 | Time: 1932.31 ms
[2021-01-22 03:22:39 main:574] : INFO : Epoch 2001 | loss: 0.0311861 | val_loss: 0.0311848 | Time: 1895.07 ms
[2021-01-22 03:22:41 main:574] : INFO : Epoch 2002 | loss: 0.0311847 | val_loss: 0.0311866 | Time: 2112.75 ms
[2021-01-22 03:22:43 main:574] : INFO : Epoch 2003 | loss: 0.0311829 | val_loss: 0.031186 | Time: 1937.98 ms
[2021-01-22 03:22:45 main:574] : INFO : Epoch 2004 | loss: 0.0311832 | val_loss: 0.0311894 | Time: 2075.38 ms
[2021-01-22 03:22:47 main:574] : INFO : Epoch 2005 | loss: 0.0311835 | val_loss: 0.0311869 | Time: 1908.29 ms
[2021-01-22 03:22:49 main:574] : INFO : Epoch 2006 | loss: 0.0311819 | val_loss: 0.0311852 | Time: 2070.9 ms
[2021-01-22 03:22:51 main:574] : INFO : Epoch 2007 | loss: 0.0311839 | val_loss: 0.03119 | Time: 1880.08 ms
[2021-01-22 03:22:53 main:574] : INFO : Epoch 2008 | loss: 0.0311855 | val_loss: 0.031186 | Time: 1894.68 ms
[2021-01-22 03:22:55 main:574] : INFO : Epoch 2009 | loss: 0.0311831 | val_loss: 0.0311869 | Time: 1983.4 ms
[2021-01-22 03:22:57 main:574] : INFO : Epoch 2010 | loss: 0.0311835 | val_loss: 0.0311845 | Time: 1988.04 ms
[2021-01-22 03:22:59 main:574] : INFO : Epoch 2011 | loss: 0.0311832 | val_loss: 0.031184 | Time: 1923.98 ms
[2021-01-22 03:23:01 main:574] : INFO : Epoch 2012 | loss: 0.0311814 | val_loss: 0.0311836 | Time: 1967.97 ms
[2021-01-22 03:23:03 main:574] : INFO : Epoch 2013 | loss: 0.0311807 | val_loss: 0.0311833 | Time: 1940.2 ms
[2021-01-22 03:23:05 main:574] : INFO : Epoch 2014 | loss: 0.0311812 | val_loss: 0.0311832 | Time: 1949.19 ms
[2021-01-22 03:23:07 main:574] : INFO : Epoch 2015 | loss: 0.031183 | val_loss: 0.0311872 | Time: 1929.62 ms
[2021-01-22 03:23:08 main:574] : INFO : Epoch 2016 | loss: 0.0311832 | val_loss: 0.0311865 | Time: 1871.61 ms
[2021-01-22 03:23:10 main:574] : INFO : Epoch 2017 | loss: 0.031183 | val_loss: 0.0311848 | Time: 1884.61 ms
[2021-01-22 03:23:12 main:574] : INFO : Epoch 2018 | loss: 0.0311841 | val_loss: 0.0311843 | Time: 1905.6 ms
[2021-01-22 03:23:14 main:574] : INFO : Epoch 2019 | loss: 0.0311834 | val_loss: 0.0311842 | Time: 1938.99 ms
[2021-01-22 03:23:16 main:574] : INFO : Epoch 2020 | loss: 0.0311818 | val_loss: 0.0311854 | Time: 1958.33 ms
[2021-01-22 03:23:18 main:574] : INFO : Epoch 2021 | loss: 0.0311816 | val_loss: 0.0311839 | Time: 2100.76 ms
[2021-01-22 03:23:20 main:574] : INFO : Epoch 2022 | loss: 0.0311811 | val_loss: 0.0311874 | Time: 1921.78 ms
[2021-01-22 03:23:22 main:574] : INFO : Epoch 2023 | loss: 0.0311828 | val_loss: 0.0311833 | Time: 1912.36 ms
[2021-01-22 03:23:24 main:574] : INFO : Epoch 2024 | loss: 0.0311819 | val_loss: 0.0311847 | Time: 2098.01 ms
[2021-01-22 03:23:26 main:574] : INFO : Epoch 2025 | loss: 0.0311814 | val_loss: 0.0311833 | Time: 1961.33 ms
[2021-01-22 03:23:28 main:574] : INFO : Epoch 2026 | loss: 0.0311836 | val_loss: 0.0311845 | Time: 1884.41 ms
[2021-01-22 03:23:30 main:574] : INFO : Epoch 2027 | loss: 0.0311804 | val_loss: 0.0311854 | Time: 2112.25 ms
[2021-01-22 03:23:32 main:574] : INFO : Epoch 2028 | loss: 0.0311802 | val_loss: 0.0311838 | Time: 1871.65 ms
[2021-01-22 03:23:34 main:574] : INFO : Epoch 2029 | loss: 0.0311827 | val_loss: 0.0311835 | Time: 1907.92 ms
[2021-01-22 03:23:36 main:574] : INFO : Epoch 2030 | loss: 0.0311813 | val_loss: 0.0311843 | Time: 1991.81 ms
[2021-01-22 03:23:38 main:574] : INFO : Epoch 2031 | loss: 0.031181 | val_loss: 0.0311868 | Time: 1959.01 ms
[2021-01-22 03:23:40 main:574] : INFO : Epoch 2032 | loss: 0.0311799 | val_loss: 0.0311826 | Time: 1876.08 ms
[2021-01-22 03:23:42 main:574] : INFO : Epoch 2033 | loss: 0.0311806 | val_loss: 0.031183 | Time: 1870.49 ms
[2021-01-22 03:23:44 main:574] : INFO : Epoch 2034 | loss: 0.0311807 | val_loss: 0.0311818 | Time: 1896.58 ms
[2021-01-22 03:23:46 main:574] : INFO : Epoch 2035 | loss: 0.0311801 | val_loss: 0.0311822 | Time: 2017.5 ms
[2021-01-22 03:23:48 main:574] : INFO : Epoch 2036 | loss: 0.0311818 | val_loss: 0.0311862 | Time: 2059.86 ms
[2021-01-22 03:23:50 main:574] : INFO : Epoch 2037 | loss: 0.0311864 | val_loss: 0.0311918 | Time: 2078.97 ms
[2021-01-22 03:23:52 main:574] : INFO : Epoch 2038 | loss: 0.0311908 | val_loss: 0.0311888 | Time: 1957.55 ms
[2021-01-22 03:23:54 main:574] : INFO : Epoch 2039 | loss: 0.0311907 | val_loss: 0.0311909 | Time: 1933.74 ms
[2021-01-22 03:23:56 main:574] : INFO : Epoch 2040 | loss: 0.0311886 | val_loss: 0.0311872 | Time: 2031.81 ms
[2021-01-22 03:23:58 main:574] : INFO : Epoch 2041 | loss: 0.0311873 | val_loss: 0.031186 | Time: 2110.51 ms
[2021-01-22 03:24:00 main:574] : INFO : Epoch 2042 | loss: 0.0311859 | val_loss: 0.0311864 | Time: 1907.85 ms
[2021-01-22 03:24:02 main:574] : INFO : Epoch 2043 | loss: 0.0311857 | val_loss: 0.0311861 | Time: 1934.1 ms
[2021-01-22 03:24:04 main:574] : INFO : Epoch 2044 | loss: 0.0311843 | val_loss: 0.0311856 | Time: 2028.46 ms
[2021-01-22 03:24:06 main:574] : INFO : Epoch 2045 | loss: 0.0311857 | val_loss: 0.0311876 | Time: 2019.47 ms
[2021-01-22 03:24:08 main:574] : INFO : Epoch 2046 | loss: 0.0311897 | val_loss: 0.0311875 | Time: 1905.09 ms
[2021-01-22 03:24:10 main:574] : INFO : Epoch 2047 | loss: 0.0311849 | val_loss: 0.0311861 | Time: 1929.16 ms
[2021-01-22 03:24:12 main:574] : INFO : Epoch 2048 | loss: 0.0311875 | val_loss: 0.0311859 | Time: 1926.03 ms
[2021-01-22 03:24:12 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311859
[2021-01-22 03:24:12 main:603] : INFO : Saving end state to config to file
[2021-01-22 03:24:12 main:608] : INFO : Success, exiting..
03:24:12 (12536): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)