Task 3521849
| Name | ParityModified-1609264560-26280-0_1 |
| Workunit | 1710177 |
| Created | 3 Jan 2021, 18:30:30 UTC |
| Sent | 3 Jan 2021, 20:18:13 UTC |
| Report deadline | 11 Jan 2021, 20:18:13 UTC |
| Received | 7 Jan 2021, 0:55:33 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5849 |
| Run time | 1 hours 3 min 15 sec |
| CPU time | 1 hours 2 min 18 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,792.36 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :38:57 main:574] : INFO : Epoch 1542 | loss: 0.0312023 | val_loss: 0.0312012 | Time: 1868.2 ms [2021-01-06 17:38:59 main:574] : INFO : Epoch 1543 | loss: 0.0312045 | val_loss: 0.0312034 | Time: 1747.68 ms [2021-01-06 17:39:01 main:574] : INFO : Epoch 1544 | loss: 0.0312079 | val_loss: 0.031202 | Time: 1958.77 ms [2021-01-06 17:39:02 main:574] : INFO : Epoch 1545 | loss: 0.0312032 | val_loss: 0.0312016 | Time: 1743.13 ms [2021-01-06 17:39:04 main:574] : INFO : Epoch 1546 | loss: 0.0312043 | val_loss: 0.0312005 | Time: 1889.46 ms [2021-01-06 17:39:06 main:574] : INFO : Epoch 1547 | loss: 0.031203 | val_loss: 0.031209 | Time: 1751.36 ms [2021-01-06 17:39:08 main:574] : INFO : Epoch 1548 | loss: 0.0312095 | val_loss: 0.0312105 | Time: 1884.12 ms [2021-01-06 17:39:10 main:574] : INFO : Epoch 1549 | loss: 0.0312057 | val_loss: 0.0312023 | Time: 1721.31 ms [2021-01-06 17:39:12 main:574] : INFO : Epoch 1550 | loss: 0.0312045 | val_loss: 0.031208 | Time: 1874.9 ms [2021-01-06 17:39:13 main:574] : INFO : Epoch 1551 | loss: 0.0312055 | val_loss: 0.0312025 | Time: 1768.93 ms [2021-01-06 17:39:15 main:574] : INFO : Epoch 1552 | loss: 0.0312025 | val_loss: 0.0312013 | Time: 1814.2 ms [2021-01-06 17:39:17 main:574] : INFO : Epoch 1553 | loss: 0.0312055 | val_loss: 0.0312024 | Time: 1864.11 ms [2021-01-06 17:39:19 main:574] : INFO : Epoch 1554 | loss: 0.0312036 | val_loss: 0.0312053 | Time: 1764.8 ms [2021-01-06 17:39:21 main:574] : INFO : Epoch 1555 | loss: 0.0312052 | val_loss: 0.0312009 | Time: 1972.07 ms [2021-01-06 17:39:23 main:574] : INFO : Epoch 1556 | loss: 0.031204 | val_loss: 0.0312023 | Time: 1710.97 ms [2021-01-06 17:39:25 main:574] : INFO : Epoch 1557 | loss: 0.0312054 | val_loss: 0.0312004 | Time: 1938.5 ms [2021-01-06 17:39:26 main:574] : INFO : Epoch 1558 | loss: 0.0312025 | val_loss: 0.0312011 | Time: 1750.18 ms [2021-01-06 17:39:28 main:574] : INFO : Epoch 1559 | loss: 0.0312023 | val_loss: 0.0312009 | Time: 1919.97 ms [2021-01-06 17:39:30 main:574] : INFO : Epoch 1560 | loss: 0.0312016 | val_loss: 0.0312007 | Time: 1734.4 ms [2021-01-06 17:39:32 main:574] : INFO : Epoch 1561 | loss: 0.0312051 | val_loss: 0.0312039 | Time: 1900.97 ms [2021-01-06 17:39:34 main:574] : INFO : Epoch 1562 | loss: 0.0312021 | val_loss: 0.031201 | Time: 1796.38 ms [2021-01-06 17:39:36 main:574] : INFO : Epoch 1563 | loss: 0.0312035 | val_loss: 0.0312013 | Time: 1827.09 ms [2021-01-06 17:39:37 main:574] : INFO : Epoch 1564 | loss: 0.0312029 | val_loss: 0.0312039 | Time: 1818.11 ms [2021-01-06 17:39:39 main:574] : INFO : Epoch 1565 | loss: 0.0312028 | val_loss: 0.0312052 | Time: 1749.34 ms [2021-01-06 17:39:41 main:574] : INFO : Epoch 1566 | loss: 0.0312025 | val_loss: 0.0312017 | Time: 1924.78 ms [2021-01-06 17:39:43 main:574] : INFO : Epoch 1567 | loss: 0.0312015 | val_loss: 0.0312034 | Time: 1723.83 ms [2021-01-06 17:39:45 main:574] : INFO : Epoch 1568 | loss: 0.0312014 | val_loss: 0.0312003 | Time: 1911.38 ms [2021-01-06 17:39:47 main:574] : INFO : Epoch 1569 | loss: 0.0312006 | val_loss: 0.0312005 | Time: 1731.04 ms [2021-01-06 17:39:48 main:574] : INFO : Epoch 1570 | loss: 0.0312009 | val_loss: 0.0312004 | Time: 1936.96 ms [2021-01-06 17:39:50 main:574] : INFO : Epoch 1571 | loss: 0.0312003 | val_loss: 0.0311993 | Time: 1678.09 ms [2021-01-06 17:39:52 main:574] : INFO : Epoch 1572 | loss: 0.0312005 | val_loss: 0.0311995 | Time: 1925.56 ms [2021-01-06 17:39:54 main:574] : INFO : Epoch 1573 | loss: 0.0312 | val_loss: 0.0312003 | Time: 1789.15 ms [2021-01-06 17:39:56 main:574] : INFO : Epoch 1574 | loss: 0.0312004 | val_loss: 0.0311999 | Time: 1896.57 ms [2021-01-06 17:39:58 main:574] : INFO : Epoch 1575 | loss: 0.0312005 | val_loss: 0.0312 | Time: 1813.65 ms [2021-01-06 17:39:59 main:574] : INFO : Epoch 1576 | loss: 0.0312007 | val_loss: 0.031203 | Time: 1844.56 ms [2021-01-06 17:40:01 main:574] : INFO : Epoch 1577 | loss: 0.0312017 | val_loss: 0.0312 | Time: 1868.88 ms [2021-01-06 17:40:03 main:574] : INFO : Epoch 1578 | loss: 0.0312011 | val_loss: 0.0311996 | Time: 1761.61 ms [2021-01-06 17:40:05 main:574] : INFO : Epoch 1579 | loss: 0.0312018 | val_loss: 0.0312003 | Time: 1908.83 ms [2021-01-06 17:40:07 main:574] : INFO : Epoch 1580 | loss: 0.0312003 | val_loss: 0.0311996 | Time: 1746.21 ms [2021-01-06 17:40:09 main:574] : INFO : Epoch 1581 | loss: 0.0312009 | val_loss: 0.0312003 | Time: 1897.96 ms [2021-01-06 17:40:10 main:574] : INFO : Epoch 1582 | loss: 0.0312006 | val_loss: 0.0312004 | Time: 1711.54 ms [2021-01-06 17:40:12 main:574] : INFO : Epoch 1583 | loss: 0.0312001 | val_loss: 0.0311995 | Time: 1884.14 ms [2021-01-06 17:40:14 main:574] : INFO : Epoch 1584 | loss: 0.031205 | val_loss: 0.0312062 | Time: 1739.98 ms [2021-01-06 17:40:16 main:574] : INFO : Epoch 1585 | loss: 0.0312039 | val_loss: 0.0311991 | Time: 1896.3 ms [2021-01-06 17:40:18 main:574] : INFO : Epoch 1586 | loss: 0.0312045 | val_loss: 0.031202 | Time: 1798.21 ms [2021-01-06 17:40:20 main:574] : INFO : Epoch 1587 | loss: 0.0312016 | val_loss: 0.0312005 | Time: 1791.69 ms [2021-01-06 17:40:22 main:574] : INFO : Epoch 1588 | loss: 0.0312022 | val_loss: 0.0312046 | Time: 1885.66 ms [2021-01-06 17:40:23 main:574] : INFO : Epoch 1589 | loss: 0.0312023 | val_loss: 0.0311991 | Time: 1754.87 ms [2021-01-06 17:40:25 main:574] : INFO : Epoch 1590 | loss: 0.031201 | val_loss: 0.0312011 | Time: 1943.78 ms [2021-01-06 17:40:27 main:574] : INFO : Epoch 1591 | loss: 0.0312024 | val_loss: 0.0311999 | Time: 1746.46 ms [2021-01-06 17:40:29 main:574] : INFO : Epoch 1592 | loss: 0.0312024 | val_loss: 0.0312119 | Time: 1936.98 ms [2021-01-06 17:40:31 main:574] : INFO : Epoch 1593 | loss: 0.0312046 | val_loss: 0.0311994 | Time: 1840.51 ms [2021-01-06 17:40:33 main:574] : INFO : Epoch 1594 | loss: 0.0312011 | val_loss: 0.0312002 | Time: 1922.69 ms [2021-01-06 17:40:34 main:574] : INFO : Epoch 1595 | loss: 0.0311995 | val_loss: 0.0311991 | Time: 1731.85 ms [2021-01-06 17:40:36 main:574] : INFO : Epoch 1596 | loss: 0.0311999 | val_loss: 0.0312079 | Time: 1902.36 ms [2021-01-06 17:40:38 main:574] : INFO : Epoch 1597 | loss: 0.0312012 | val_loss: 0.0312006 | Time: 1751.7 ms [2021-01-06 17:40:40 main:574] : INFO : Epoch 1598 | loss: 0.0311991 | val_loss: 0.0311989 | Time: 1870.69 ms [2021-01-06 17:40:42 main:574] : INFO : Epoch 1599 | loss: 0.0311988 | val_loss: 0.0311996 | Time: 1798.59 ms [2021-01-06 17:40:44 main:574] : INFO : Epoch 1600 | loss: 0.0311984 | val_loss: 0.0312038 | Time: 1848.27 ms [2021-01-06 17:40:46 main:574] : INFO : Epoch 1601 | loss: 0.0312008 | val_loss: 0.0312049 | Time: 1852.29 ms [2021-01-06 17:40:47 main:574] : INFO : Epoch 1602 | loss: 0.0312005 | val_loss: 0.0311985 | Time: 1754.32 ms [2021-01-06 17:40:49 main:574] : INFO : Epoch 1603 | loss: 0.031199 | val_loss: 0.031199 | Time: 1923.28 ms [2021-01-06 17:40:51 main:574] : INFO : Epoch 1604 | loss: 0.0311973 | val_loss: 0.0311989 | Time: 1719.06 ms [2021-01-06 17:40:53 main:574] : INFO : Epoch 1605 | loss: 0.0311992 | val_loss: 0.031208 | Time: 1909.03 ms [2021-01-06 17:40:55 main:574] : INFO : Epoch 1606 | loss: 0.031203 | val_loss: 0.0312035 | Time: 1700.98 ms [2021-01-06 17:40:57 main:574] : INFO : Epoch 1607 | loss: 0.0312012 | val_loss: 0.0312025 | Time: 1867.46 ms [2021-01-06 17:40:58 main:574] : INFO : Epoch 1608 | loss: 0.0311999 | val_loss: 0.0311996 | Time: 1721.11 ms [2021-01-06 17:41:00 main:574] : INFO : Epoch 1609 | loss: 0.0311985 | val_loss: 0.0312018 | Time: 1898.88 ms [2021-01-06 17:41:02 main:574] : INFO : Epoch 1610 | loss: 0.0311974 | val_loss: 0.0312039 | Time: 1777.77 ms [2021-01-06 17:41:04 main:574] : INFO : Epoch 1611 | loss: 0.0311992 | val_loss: 0.0312009 | Time: 1815.67 ms [2021-01-06 17:41:06 main:574] : INFO : Epoch 1612 | loss: 0.0311994 | val_loss: 0.0312037 | Time: 1877.65 ms [2021-01-06 17:41:07 main:574] : INFO : Epoch 1613 | loss: 0.0311987 | val_loss: 0.0311988 | Time: 1786.31 ms [2021-01-06 17:41:09 main:574] : INFO : Epoch 1614 | loss: 0.0312002 | val_loss: 0.0312009 | Time: 1903.73 ms [2021-01-06 17:41:11 main:574] : INFO : Epoch 1615 | loss: 0.0311985 | val_loss: 0.0312021 | Time: 1740.87 ms [2021-01-06 17:41:13 main:574] : INFO : Epoch 1616 | loss: 0.0311972 | val_loss: 0.0312134 | Time: 1914.17 ms [2021-01-06 17:41:15 main:574] : INFO : Epoch 1617 | loss: 0.0311989 | val_loss: 0.0311994 | Time: 1716.23 ms [2021-01-06 17:41:17 main:574] : INFO : Epoch 1618 | loss: 0.031197 | val_loss: 0.0311994 | Time: 1914.36 ms [2021-01-06 17:41:18 main:574] : INFO : Epoch 1619 | loss: 0.031197 | val_loss: 0.0311992 | Time: 1703.49 ms [2021-01-06 17:41:20 main:574] : INFO : Epoch 1620 | loss: 0.0311963 | val_loss: 0.0312046 | Time: 1938.98 ms [2021-01-06 17:41:22 main:574] : INFO : Epoch 1621 | loss: 0.0312043 | val_loss: 0.031206 | Time: 1763 ms [2021-01-06 17:41:24 main:574] : INFO : Epoch 1622 | loss: 0.0312031 | val_loss: 0.0312074 | Time: 1833.27 ms [2021-01-06 17:41:26 main:574] : INFO : Epoch 1623 | loss: 0.031202 | val_loss: 0.0311998 | Time: 1820.28 ms [2021-01-06 17:41:28 main:574] : INFO : Epoch 1624 | loss: 0.0311995 | val_loss: 0.0311972 | Time: 1772.8 ms [2021-01-06 17:41:30 main:574] : INFO : Epoch 1625 | loss: 0.0312015 | val_loss: 0.0312051 | Time: 1942.69 ms [2021-01-06 17:41:31 main:574] : INFO : Epoch 1626 | loss: 0.0312013 | val_loss: 0.0312006 | Time: 1779.64 ms [2021-01-06 17:41:33 main:574] : INFO : Epoch 1627 | loss: 0.0311985 | val_loss: 0.0311965 | Time: 1912.9 ms [2021-01-06 17:41:35 main:574] : INFO : Epoch 1628 | loss: 0.0311971 | val_loss: 0.0312052 | Time: 1733.59 ms [2021-01-06 17:41:37 main:574] : INFO : Epoch 1629 | loss: 0.0312031 | val_loss: 0.0312095 | Time: 1949.65 ms [2021-01-06 17:41:39 main:574] : INFO : Epoch 1630 | loss: 0.0312007 | val_loss: 0.0311987 | Time: 1714.56 ms [2021-01-06 17:41:41 main:574] : INFO : Epoch 1631 | loss: 0.0311967 | val_loss: 0.0311974 | Time: 1931.84 ms [2021-01-06 17:41:42 main:574] : INFO : Epoch 1632 | loss: 0.0311957 | val_loss: 0.0311965 | Time: 1741.38 ms [2021-01-06 17:41:44 main:574] : INFO : Epoch 1633 | loss: 0.0311961 | val_loss: 0.0311959 | Time: 1873.69 ms [2021-01-06 17:41:46 main:574] : INFO : Epoch 1634 | loss: 0.0311969 | val_loss: 0.0311961 | Time: 1784.68 ms [2021-01-06 17:41:48 main:574] : INFO : Epoch 1635 | loss: 0.0311987 | val_loss: 0.0311984 | Time: 1804.07 ms [2021-01-06 17:41:50 main:574] : INFO : Epoch 1636 | loss: 0.0311965 | val_loss: 0.0311974 | Time: 1871.79 ms [2021-01-06 17:41:52 main:574] : INFO : Epoch 1637 | loss: 0.0311948 | val_loss: 0.0311966 | Time: 1753.98 ms [2021-01-06 17:41:54 main:574] : INFO : Epoch 1638 | loss: 0.0311954 | val_loss: 0.0311977 | Time: 1954.35 ms [2021-01-06 17:41:55 main:574] : INFO : Epoch 1639 | loss: 0.0311962 | val_loss: 0.031196 | Time: 1742.74 ms [2021-01-06 17:41:57 main:574] : INFO : Epoch 1640 | loss: 0.0311958 | val_loss: 0.0311967 | Time: 1880.77 ms [2021-01-06 17:41:59 main:574] : INFO : Epoch 1641 | loss: 0.0311945 | val_loss: 0.0311956 | Time: 1733.68 ms [2021-01-06 17:42:01 main:574] : INFO : Epoch 1642 | loss: 0.0311941 | val_loss: 0.0311961 | Time: 1897.78 ms [2021-01-06 17:42:03 main:574] : INFO : Epoch 1643 | loss: 0.0311942 | val_loss: 0.0311977 | Time: 1740.83 ms [2021-01-06 17:42:04 main:574] : INFO : Epoch 1644 | loss: 0.0311941 | val_loss: 0.0311947 | Time: 1851.9 ms [2021-01-06 17:42:06 main:574] : INFO : Epoch 1645 | loss: 0.0311927 | val_loss: 0.0311959 | Time: 1810.59 ms [2021-01-06 17:42:08 main:574] : INFO : Epoch 1646 | loss: 0.0311954 | val_loss: 0.0311987 | Time: 1801.78 ms [2021-01-06 17:42:10 main:574] : INFO : Epoch 1647 | loss: 0.0311966 | val_loss: 0.0312049 | Time: 1862.16 ms [2021-01-06 17:42:12 main:574] : INFO : Epoch 1648 | loss: 0.0311948 | val_loss: 0.0311967 | Time: 1792.06 ms [2021-01-06 17:42:14 main:574] : INFO : Epoch 1649 | loss: 0.0311925 | val_loss: 0.031194 | Time: 1972.39 ms [2021-01-06 17:42:15 main:574] : INFO : Epoch 1650 | loss: 0.0311923 | val_loss: 0.0311954 | Time: 1705.59 ms [2021-01-06 17:42:17 main:574] : INFO : Epoch 1651 | loss: 0.031193 | val_loss: 0.0311954 | Time: 1921.93 ms [2021-01-06 17:42:19 main:574] : INFO : Epoch 1652 | loss: 0.031192 | val_loss: 0.0311934 | Time: 1742.59 ms [2021-01-06 17:42:21 main:574] : INFO : Epoch 1653 | loss: 0.0311918 | val_loss: 0.0311959 | Time: 1915.93 ms [2021-01-06 17:42:23 main:574] : INFO : Epoch 1654 | loss: 0.0311921 | val_loss: 0.031203 | Time: 1714.65 ms [2021-01-06 17:42:25 main:574] : INFO : Epoch 1655 | loss: 0.0311954 | val_loss: 0.0311981 | Time: 1861.27 ms [2021-01-06 17:42:26 main:574] : INFO : Epoch 1656 | loss: 0.0311979 | val_loss: 0.0311972 | Time: 1775.07 ms [2021-01-06 17:42:28 main:574] : INFO : Epoch 1657 | loss: 0.0311935 | val_loss: 0.0311961 | Time: 1868.82 ms [2021-01-06 17:42:30 main:574] : INFO : Epoch 1658 | loss: 0.0311917 | val_loss: 0.0311993 | Time: 1822.12 ms [2021-01-06 17:42:32 main:574] : INFO : Epoch 1659 | loss: 0.0311933 | val_loss: 0.0311931 | Time: 1911.02 ms [2021-01-06 17:42:34 main:574] : INFO : Epoch 1660 | loss: 0.0311934 | val_loss: 0.0311943 | Time: 1837.86 ms [2021-01-06 17:42:36 main:574] : INFO : Epoch 1661 | loss: 0.0311954 | val_loss: 0.0311954 | Time: 1669.48 ms [2021-01-06 17:42:38 main:574] : INFO : Epoch 1662 | loss: 0.03119 | val_loss: 0.031194 | Time: 1882.29 ms [2021-01-06 17:42:39 main:574] : INFO : Epoch 1663 | loss: 0.0311892 | val_loss: 0.0311938 | Time: 1706.19 ms [2021-01-06 17:42:41 main:574] : INFO : Epoch 1664 | loss: 0.0311885 | val_loss: 0.0311929 | Time: 1883.8 ms [2021-01-06 17:42:43 main:574] : INFO : Epoch 1665 | loss: 0.0311888 | val_loss: 0.0311923 | Time: 1725.65 ms [2021-01-06 17:42:45 main:574] : INFO : Epoch 1666 | loss: 0.031189 | val_loss: 0.0311931 | Time: 1839.87 ms [2021-01-06 17:42:46 main:574] : INFO : Epoch 1667 | loss: 0.0311889 | val_loss: 0.031192 | Time: 1733.37 ms [2021-01-06 17:42:48 main:574] : INFO : Epoch 1668 | loss: 0.0311882 | val_loss: 0.0311926 | Time: 1767.77 ms [2021-01-06 17:42:50 main:574] : INFO : Epoch 1669 | loss: 0.0311882 | val_loss: 0.0311928 | Time: 1884.98 ms [2021-01-06 17:42:52 main:574] : INFO : Epoch 1670 | loss: 0.0311876 | val_loss: 0.0311933 | Time: 1733.71 ms [2021-01-06 17:42:54 main:574] : INFO : Epoch 1671 | loss: 0.0311882 | val_loss: 0.0311921 | Time: 1940.45 ms [2021-01-06 17:42:56 main:574] : INFO : Epoch 1672 | loss: 0.0311867 | val_loss: 0.0311913 | Time: 1706.23 ms [2021-01-06 17:42:58 main:574] : INFO : Epoch 1673 | loss: 0.0311866 | val_loss: 0.031192 | Time: 1938.77 ms [2021-01-06 17:42:59 main:574] : INFO : Epoch 1674 | loss: 0.031186 | val_loss: 0.0311923 | Time: 1707.3 ms [2021-01-06 17:43:01 main:574] : INFO : Epoch 1675 | loss: 0.0311864 | val_loss: 0.0311933 | Time: 1891.04 ms [2021-01-06 17:43:03 main:574] : INFO : Epoch 1676 | loss: 0.031187 | val_loss: 0.031191 | Time: 1718.19 ms [2021-01-06 17:43:05 main:574] : INFO : Epoch 1677 | loss: 0.0311863 | val_loss: 0.0311893 | Time: 1853.17 ms [2021-01-06 17:43:07 main:574] : INFO : Epoch 1678 | loss: 0.0311857 | val_loss: 0.031194 | Time: 1761.75 ms [2021-01-06 17:43:08 main:574] : INFO : Epoch 1679 | loss: 0.031189 | val_loss: 0.0311892 | Time: 1783.79 ms [2021-01-06 17:43:10 main:574] : INFO : Epoch 1680 | loss: 0.0311899 | val_loss: 0.0311922 | Time: 1860.26 ms [2021-01-06 17:43:12 main:574] : INFO : Epoch 1681 | loss: 0.0311859 | val_loss: 0.0311892 | Time: 1764.94 ms [2021-01-06 17:43:14 main:574] : INFO : Epoch 1682 | loss: 0.0311846 | val_loss: 0.0311899 | Time: 1885.41 ms [2021-01-06 17:43:16 main:574] : INFO : Epoch 1683 | loss: 0.0311864 | val_loss: 0.0311895 | Time: 1728.81 ms [2021-01-06 17:43:17 main:574] : INFO : Epoch 1684 | loss: 0.031184 | val_loss: 0.0311899 | Time: 1856.09 ms [2021-01-06 17:43:19 main:574] : INFO : Epoch 1685 | loss: 0.0311842 | val_loss: 0.03119 | Time: 1672.27 ms [2021-01-06 17:43:21 main:574] : INFO : Epoch 1686 | loss: 0.0311843 | val_loss: 0.0311906 | Time: 1857.99 ms [2021-01-06 17:43:23 main:574] : INFO : Epoch 1687 | loss: 0.031184 | val_loss: 0.0311931 | Time: 1733.27 ms [2021-01-06 17:43:25 main:574] : INFO : Epoch 1688 | loss: 0.0311868 | val_loss: 0.0311955 | Time: 1854.37 ms [2021-01-06 17:43:26 main:574] : INFO : Epoch 1689 | loss: 0.031184 | val_loss: 0.0311894 | Time: 1739.48 ms [2021-01-06 17:43:28 main:574] : INFO : Epoch 1690 | loss: 0.0311819 | val_loss: 0.0311902 | Time: 1715.17 ms [2021-01-06 17:43:30 main:574] : INFO : Epoch 1691 | loss: 0.0311825 | val_loss: 0.0311894 | Time: 1884.28 ms [2021-01-06 17:43:32 main:574] : INFO : Epoch 1692 | loss: 0.0311816 | val_loss: 0.0311889 | Time: 1696.63 ms [2021-01-06 17:43:34 main:574] : INFO : Epoch 1693 | loss: 0.0311827 | val_loss: 0.0311897 | Time: 1863.07 ms [2021-01-06 17:43:35 main:574] : INFO : Epoch 1694 | loss: 0.0311827 | val_loss: 0.0311916 | Time: 1670.21 ms [2021-01-06 17:43:37 main:574] : INFO : Epoch 1695 | loss: 0.0311817 | val_loss: 0.03119 | Time: 1868.98 ms [2021-01-06 17:43:39 main:574] : INFO : Epoch 1696 | loss: 0.0311842 | val_loss: 0.0311894 | Time: 1717.74 ms [2021-01-06 17:43:41 main:574] : INFO : Epoch 1697 | loss: 0.0311851 | val_loss: 0.0311937 | Time: 1797.85 ms [2021-01-06 17:43:42 main:574] : INFO : Epoch 1698 | loss: 0.0311828 | val_loss: 0.0311918 | Time: 1789.7 ms [2021-01-06 17:43:44 main:574] : INFO : Epoch 1699 | loss: 0.0311824 | val_loss: 0.0311917 | Time: 1719.16 ms [2021-01-06 17:43:46 main:574] : INFO : Epoch 1700 | loss: 0.0311835 | val_loss: 0.031193 | Time: 1884.67 ms [2021-01-06 17:43:48 main:574] : INFO : Epoch 1701 | loss: 0.0311826 | val_loss: 0.031192 | Time: 1690.75 ms [2021-01-06 17:43:50 main:574] : INFO : Epoch 1702 | loss: 0.0311804 | val_loss: 0.0311923 | Time: 1848.36 ms [2021-01-06 17:43:51 main:574] : INFO : Epoch 1703 | loss: 0.0311798 | val_loss: 0.0311888 | Time: 1687.33 ms [2021-01-06 17:43:53 main:574] : INFO : Epoch 1704 | loss: 0.0311802 | val_loss: 0.0311978 | Time: 1860.25 ms [2021-01-06 17:43:55 main:574] : INFO : Epoch 1705 | loss: 0.0311848 | val_loss: 0.0311903 | Time: 1715.34 ms [2021-01-06 17:43:57 main:574] : INFO : Epoch 1706 | loss: 0.0311832 | val_loss: 0.0311921 | Time: 1843.66 ms [2021-01-06 17:43:59 main:574] : INFO : Epoch 1707 | loss: 0.0311794 | val_loss: 0.0311929 | Time: 1769.03 ms [2021-01-06 17:44:00 main:574] : INFO : Epoch 1708 | loss: 0.03118 | val_loss: 0.0311893 | Time: 1776.03 ms [2021-01-06 17:44:02 main:574] : INFO : Epoch 1709 | loss: 0.0311785 | val_loss: 0.0311903 | Time: 1852.78 ms [2021-01-06 17:44:04 main:574] : INFO : Epoch 1710 | loss: 0.0311804 | val_loss: 0.0311911 | Time: 1717.81 ms [2021-01-06 17:44:06 main:574] : INFO : Epoch 1711 | loss: 0.0311785 | val_loss: 0.0311897 | Time: 1865.51 ms [2021-01-06 17:44:08 main:574] : INFO : Epoch 1712 | loss: 0.0311776 | val_loss: 0.0311887 | Time: 1699.29 ms [2021-01-06 17:44:09 main:574] : INFO : Epoch 1713 | loss: 0.0311777 | val_loss: 0.0311894 | Time: 1833.67 ms [2021-01-06 17:44:11 main:574] : INFO : Epoch 1714 | loss: 0.0311785 | val_loss: 0.0311917 | Time: 1695.54 ms [2021-01-06 17:44:13 main:574] : INFO : Epoch 1715 | loss: 0.0311778 | val_loss: 0.0311898 | Time: 1852.62 ms [2021-01-06 17:44:15 main:574] : INFO : Epoch 1716 | loss: 0.031178 | val_loss: 0.0311901 | Time: 1774.99 ms [2021-01-06 17:44:17 main:574] : INFO : Epoch 1717 | loss: 0.0311775 | val_loss: 0.0311898 | Time: 1763.01 ms [2021-01-06 17:44:18 main:574] : INFO : Epoch 1718 | loss: 0.031177 | val_loss: 0.0311901 | Time: 1833.51 ms [2021-01-06 17:44:20 main:574] : INFO : Epoch 1719 | loss: 0.0311791 | val_loss: 0.0311903 | Time: 1701.11 ms [2021-01-06 17:44:22 main:574] : INFO : Epoch 1720 | loss: 0.031179 | val_loss: 0.0312013 | Time: 1899.77 ms [2021-01-06 17:44:24 main:574] : INFO : Epoch 1721 | loss: 0.0311786 | val_loss: 0.0311894 | Time: 1692.09 ms [2021-01-06 17:44:26 main:574] : INFO : Epoch 1722 | loss: 0.0311792 | val_loss: 0.0311959 | Time: 1857.88 ms [2021-01-06 17:44:27 main:574] : INFO : Epoch 1723 | loss: 0.0311833 | val_loss: 0.0311969 | Time: 1702.34 ms [2021-01-06 17:44:29 main:574] : INFO : Epoch 1724 | loss: 0.0311791 | val_loss: 0.0311924 | Time: 1897.03 ms [2021-01-06 17:44:31 main:574] : INFO : Epoch 1725 | loss: 0.0311775 | val_loss: 0.031193 | Time: 1748.7 ms [2021-01-06 17:44:33 main:574] : INFO : Epoch 1726 | loss: 0.031176 | val_loss: 0.0311906 | Time: 1796.06 ms [2021-01-06 17:44:35 main:574] : INFO : Epoch 1727 | loss: 0.0311773 | val_loss: 0.031189 | Time: 1769.75 ms [2021-01-06 17:44:36 main:574] : INFO : Epoch 1728 | loss: 0.0311808 | val_loss: 0.0311981 | Time: 1715.62 ms [2021-01-06 17:44:38 main:574] : INFO : Epoch 1729 | loss: 0.03118 | val_loss: 0.0311892 | Time: 1848.85 ms [2021-01-06 17:44:40 main:574] : INFO : Epoch 1730 | loss: 0.0311789 | val_loss: 0.0311966 | Time: 1693.25 ms [2021-01-06 17:44:42 main:574] : INFO : Epoch 1731 | loss: 0.0311748 | val_loss: 0.0311908 | Time: 1894.19 ms [2021-01-06 17:44:43 main:574] : INFO : Epoch 1732 | loss: 0.0311741 | val_loss: 0.0311906 | Time: 1664.12 ms [2021-01-06 17:44:45 main:574] : INFO : Epoch 1733 | loss: 0.0311747 | val_loss: 0.0311918 | Time: 1876.81 ms [2021-01-06 17:44:47 main:574] : INFO : Epoch 1734 | loss: 0.0311747 | val_loss: 0.0311916 | Time: 1757.07 ms [2021-01-06 17:44:49 main:574] : INFO : Epoch 1735 | loss: 0.031177 | val_loss: 0.0311913 | Time: 1836.63 ms [2021-01-06 17:44:51 main:574] : INFO : Epoch 1736 | loss: 0.031177 | val_loss: 0.0311964 | Time: 1781.45 ms [2021-01-06 17:44:52 main:574] : INFO : Epoch 1737 | loss: 0.0311769 | val_loss: 0.0311938 | Time: 1709.79 ms [2021-01-06 17:44:54 main:574] : INFO : Epoch 1738 | loss: 0.0311752 | val_loss: 0.0311943 | Time: 1838.86 ms [2021-01-06 17:44:56 main:574] : INFO : Epoch 1739 | loss: 0.0311753 | val_loss: 0.0311938 | Time: 1697.53 ms [2021-01-06 17:44:58 main:574] : INFO : Epoch 1740 | loss: 0.0311785 | val_loss: 0.0311975 | Time: 1852.63 ms [2021-01-06 17:45:00 main:574] : INFO : Epoch 1741 | loss: 0.031176 | val_loss: 0.0311896 | Time: 1674.26 ms [2021-01-06 17:45:01 main:574] : INFO : Epoch 1742 | loss: 0.0311753 | val_loss: 0.031189 | Time: 1899.81 ms [2021-01-06 17:45:03 main:574] : INFO : Epoch 1743 | loss: 0.0311729 | val_loss: 0.0311901 | Time: 1696.49 ms [2021-01-06 17:45:05 main:574] : INFO : Epoch 1744 | loss: 0.0311725 | val_loss: 0.0311935 | Time: 1817.8 ms [2021-01-06 17:45:07 main:574] : INFO : Epoch 1745 | loss: 0.0311747 | val_loss: 0.0311935 | Time: 1811.65 ms [2021-01-06 17:45:09 main:574] : INFO : Epoch 1746 | loss: 0.0311762 | val_loss: 0.0311939 | Time: 1745.32 ms [2021-01-06 17:45:10 main:574] : INFO : Epoch 1747 | loss: 0.0311771 | val_loss: 0.0311919 | Time: 1889.35 ms [2021-01-06 17:45:12 main:574] : INFO : Epoch 1748 | loss: 0.0311783 | val_loss: 0.031189 | Time: 1684.97 ms [2021-01-06 17:45:14 main:574] : INFO : Epoch 1749 | loss: 0.0311739 | val_loss: 0.0311901 | Time: 1883.48 ms [2021-01-06 17:45:16 main:574] : INFO : Epoch 1750 | loss: 0.0311719 | val_loss: 0.0311905 | Time: 1680.52 ms [2021-01-06 17:45:18 main:574] : INFO : Epoch 1751 | loss: 0.0311708 | val_loss: 0.03119 | Time: 1864.39 ms [2021-01-06 17:45:19 main:574] : INFO : Epoch 1752 | loss: 0.0311704 | val_loss: 0.0311924 | Time: 1668.57 ms [2021-01-06 17:45:21 main:574] : INFO : Epoch 1753 | loss: 0.0311707 | val_loss: 0.0311941 | Time: 1808.92 ms [2021-01-06 17:45:23 main:574] : INFO : Epoch 1754 | loss: 0.0311724 | val_loss: 0.0311909 | Time: 1796 ms [2021-01-06 17:45:25 main:574] : INFO : Epoch 1755 | loss: 0.0311708 | val_loss: 0.0311924 | Time: 1777.95 ms [2021-01-06 17:45:27 main:574] : INFO : Epoch 1756 | loss: 0.031172 | val_loss: 0.0311963 | Time: 1849.99 ms [2021-01-06 17:45:28 main:574] : INFO : Epoch 1757 | loss: 0.0311712 | val_loss: 0.0311897 | Time: 1700.06 ms [2021-01-06 17:45:30 main:574] : INFO : Epoch 1758 | loss: 0.0311724 | val_loss: 0.0311917 | Time: 1872.38 ms [2021-01-06 17:45:32 main:574] : INFO : Epoch 1759 | loss: 0.0311709 | val_loss: 0.0311917 | Time: 1757.76 ms [2021-01-06 17:45:34 main:574] : INFO : Epoch 1760 | loss: 0.0311714 | val_loss: 0.0311892 | Time: 1863.25 ms [2021-01-06 17:45:36 main:574] : INFO : Epoch 1761 | loss: 0.0311758 | val_loss: 0.0311973 | Time: 1686.45 ms [2021-01-06 17:45:37 main:574] : INFO : Epoch 1762 | loss: 0.0311822 | val_loss: 0.0311876 | Time: 1905.39 ms [2021-01-06 17:45:39 main:574] : INFO : Epoch 1763 | loss: 0.0311787 | val_loss: 0.03119 | Time: 1740.33 ms [2021-01-06 17:45:41 main:574] : INFO : Epoch 1764 | loss: 0.0311767 | val_loss: 0.031186 | Time: 1837.56 ms [2021-01-06 17:45:43 main:574] : INFO : Epoch 1765 | loss: 0.0311743 | val_loss: 0.0311894 | Time: 1865.99 ms [2021-01-06 17:45:45 main:574] : INFO : Epoch 1766 | loss: 0.0311733 | val_loss: 0.0311926 | Time: 1728.95 ms [2021-01-06 17:45:47 main:574] : INFO : Epoch 1767 | loss: 0.0311738 | val_loss: 0.031192 | Time: 1901.71 ms [2021-01-06 17:45:48 main:574] : INFO : Epoch 1768 | loss: 0.0311735 | val_loss: 0.0311928 | Time: 1686.73 ms [2021-01-06 17:45:50 main:574] : INFO : Epoch 1769 | loss: 0.031174 | val_loss: 0.0311957 | Time: 1874.12 ms [2021-01-06 17:45:52 main:574] : INFO : Epoch 1770 | loss: 0.031173 | val_loss: 0.0311922 | Time: 1693.91 ms [2021-01-06 17:45:54 main:574] : INFO : Epoch 1771 | loss: 0.0311702 | val_loss: 0.0311881 | Time: 1906.22 ms [2021-01-06 17:45:56 main:574] : INFO : Epoch 1772 | loss: 0.0311698 | val_loss: 0.0311895 | Time: 1719.24 ms [2021-01-06 17:45:57 main:574] : INFO : Epoch 1773 | loss: 0.0311701 | val_loss: 0.0311885 | Time: 1815.26 ms [2021-01-06 17:45:59 main:574] : INFO : Epoch 1774 | loss: 0.0311729 | val_loss: 0.0311935 | Time: 1806.27 ms [2021-01-06 17:46:01 main:574] : INFO : Epoch 1775 | loss: 0.031171 | val_loss: 0.0311867 | Time: 1750.57 ms [2021-01-06 17:46:03 main:574] : INFO : Epoch 1776 | loss: 0.0311687 | val_loss: 0.0311899 | Time: 1897.23 ms [2021-01-06 17:46:05 main:574] : INFO : Epoch 1777 | loss: 0.0311673 | val_loss: 0.0311883 | Time: 1719.63 ms [2021-01-06 17:46:06 main:574] : INFO : Epoch 1778 | loss: 0.0311691 | val_loss: 0.0311899 | Time: 1861.78 ms [2021-01-06 17:46:08 main:574] : INFO : Epoch 1779 | loss: 0.0311695 | val_loss: 0.0311914 | Time: 1683.22 ms [2021-01-06 17:46:10 main:574] : INFO : Epoch 1780 | loss: 0.0311691 | val_loss: 0.0311872 | Time: 1862.74 ms [2021-01-06 17:46:12 main:574] : INFO : Epoch 1781 | loss: 0.0311675 | val_loss: 0.0311896 | Time: 1705.9 ms [2021-01-06 17:46:14 main:574] : INFO : Epoch 1782 | loss: 0.0311672 | val_loss: 0.0311931 | Time: 1852.8 ms [2021-01-06 17:46:15 main:574] : INFO : Epoch 1783 | loss: 0.031175 | val_loss: 0.031186 | Time: 1769.56 ms [2021-01-06 17:46:17 main:574] : INFO : Epoch 1784 | loss: 0.0311731 | val_loss: 0.0311874 | Time: 1800.47 ms [2021-01-06 17:46:19 main:574] : INFO : Epoch 1785 | loss: 0.0311714 | val_loss: 0.0311883 | Time: 1808.84 ms [2021-01-06 17:46:21 main:574] : INFO : Epoch 1786 | loss: 0.031169 | val_loss: 0.0311885 | Time: 1756.19 ms [2021-01-06 17:46:23 main:574] : INFO : Epoch 1787 | loss: 0.0311692 | val_loss: 0.0311876 | Time: 1856.71 ms [2021-01-06 17:46:24 main:574] : INFO : Epoch 1788 | loss: 0.0311694 | val_loss: 0.0311901 | Time: 1692.16 ms [2021-01-06 17:46:26 main:574] : INFO : Epoch 1789 | loss: 0.0311685 | val_loss: 0.0311904 | Time: 1897.81 ms [2021-01-06 17:46:28 main:574] : INFO : Epoch 1790 | loss: 0.0311678 | val_loss: 0.0311889 | Time: 1683.23 ms [2021-01-06 17:46:30 main:574] : INFO : Epoch 1791 | loss: 0.0311671 | val_loss: 0.0311892 | Time: 1884.19 ms [2021-01-06 17:46:32 main:574] : INFO : Epoch 1792 | loss: 0.0311689 | val_loss: 0.0311897 | Time: 1720.14 ms [2021-01-06 17:46:34 main:574] : INFO : Epoch 1793 | loss: 0.0311676 | val_loss: 0.0311878 | Time: 1965.52 ms [2021-01-06 17:46:35 main:574] : INFO : Epoch 1794 | loss: 0.0311655 | val_loss: 0.0311899 | Time: 1765.92 ms [2021-01-06 17:46:37 main:574] : INFO : Epoch 1795 | loss: 0.0311664 | val_loss: 0.0311944 | Time: 1768.28 ms [2021-01-06 17:46:39 main:574] : INFO : Epoch 1796 | loss: 0.0311655 | val_loss: 0.0311921 | Time: 1872.62 ms [2021-01-06 17:46:41 main:574] : INFO : Epoch 1797 | loss: 0.031165 | val_loss: 0.0311899 | Time: 1734.53 ms [2021-01-06 17:46:43 main:574] : INFO : Epoch 1798 | loss: 0.0311716 | val_loss: 0.0311911 | Time: 1928.32 ms [2021-01-06 17:46:44 main:574] : INFO : Epoch 1799 | loss: 0.0311691 | val_loss: 0.0311923 | Time: 1668.19 ms [2021-01-06 17:46:46 main:574] : INFO : Epoch 1800 | loss: 0.0311712 | val_loss: 0.0311952 | Time: 1886.56 ms [2021-01-06 17:46:48 main:574] : INFO : Epoch 1801 | loss: 0.0311726 | val_loss: 0.0311916 | Time: 1658.57 ms [2021-01-06 17:46:50 main:574] : INFO : Epoch 1802 | loss: 0.0311646 | val_loss: 0.0311938 | Time: 1867.87 ms [2021-01-06 17:46:52 main:574] : INFO : Epoch 1803 | loss: 0.0311634 | val_loss: 0.0311939 | Time: 1715.77 ms [2021-01-06 17:46:53 main:574] : INFO : Epoch 1804 | loss: 0.0311642 | val_loss: 0.0311915 | Time: 1775.85 ms [2021-01-06 17:46:55 main:574] : INFO : Epoch 1805 | loss: 0.0311659 | val_loss: 0.0311924 | Time: 1827.93 ms [2021-01-06 17:46:57 main:574] : INFO : Epoch 1806 | loss: 0.0311651 | val_loss: 0.0311897 | Time: 1747.12 ms [2021-01-06 17:46:59 main:574] : INFO : Epoch 1807 | loss: 0.0311641 | val_loss: 0.0311912 | Time: 1860.14 ms [2021-01-06 17:47:01 main:574] : INFO : Epoch 1808 | loss: 0.0311639 | val_loss: 0.0311904 | Time: 1729.75 ms [2021-01-06 17:47:02 main:574] : INFO : Epoch 1809 | loss: 0.031165 | val_loss: 0.0311879 | Time: 1878.42 ms [2021-01-06 17:47:04 main:574] : INFO : Epoch 1810 | loss: 0.0311658 | val_loss: 0.0311958 | Time: 1681.74 ms [2021-01-06 17:47:06 main:574] : INFO : Epoch 1811 | loss: 0.0311635 | val_loss: 0.0311915 | Time: 1874.28 ms [2021-01-06 17:47:08 main:574] : INFO : Epoch 1812 | loss: 0.0311655 | val_loss: 0.0311913 | Time: 1722.49 ms [2021-01-06 17:47:10 main:574] : INFO : Epoch 1813 | loss: 0.0311617 | val_loss: 0.0311919 | Time: 1782.2 ms [2021-01-06 17:47:11 main:574] : INFO : Epoch 1814 | loss: 0.0311644 | val_loss: 0.0311906 | Time: 1768.56 ms [2021-01-06 17:47:13 main:574] : INFO : Epoch 1815 | loss: 0.0311643 | val_loss: 0.0311951 | Time: 1719.54 ms [2021-01-06 17:47:15 main:574] : INFO : Epoch 1816 | loss: 0.031165 | val_loss: 0.0311934 | Time: 1881.43 ms [2021-01-06 17:47:17 main:574] : INFO : Epoch 1817 | loss: 0.0311621 | val_loss: 0.0311898 | Time: 1709.9 ms [2021-01-06 17:47:19 main:574] : INFO : Epoch 1818 | loss: 0.0311611 | val_loss: 0.0311952 | Time: 1890.36 ms [2021-01-06 17:47:20 main:574] : INFO : Epoch 1819 | loss: 0.0311617 | val_loss: 0.0311927 | Time: 1712.88 ms [2021-01-06 17:47:22 main:574] : INFO : Epoch 1820 | loss: 0.031164 | val_loss: 0.0311897 | Time: 1878.51 ms [2021-01-06 17:47:24 main:574] : INFO : Epoch 1821 | loss: 0.0311646 | val_loss: 0.0311861 | Time: 1695.93 ms [2021-01-06 17:47:26 main:574] : INFO : Epoch 1822 | loss: 0.0311633 | val_loss: 0.0311923 | Time: 1840.45 ms [2021-01-06 17:47:28 main:574] : INFO : Epoch 1823 | loss: 0.0311616 | val_loss: 0.0311908 | Time: 1753.16 ms [2021-01-06 17:47:29 main:574] : INFO : Epoch 1824 | loss: 0.031162 | val_loss: 0.0311925 | Time: 1760.36 ms [2021-01-06 17:47:31 main:574] : INFO : Epoch 1825 | loss: 0.0311628 | val_loss: 0.0311939 | Time: 1871.53 ms [2021-01-06 17:47:33 main:574] : INFO : Epoch 1826 | loss: 0.0311607 | val_loss: 0.0311914 | Time: 1701.5 ms [2021-01-06 17:47:35 main:574] : INFO : Epoch 1827 | loss: 0.0311591 | val_loss: 0.0311923 | Time: 2016.18 ms [2021-01-06 17:47:37 main:574] : INFO : Epoch 1828 | loss: 0.031164 | val_loss: 0.0311958 | Time: 1753.06 ms [2021-01-06 17:47:39 main:574] : INFO : Epoch 1829 | loss: 0.0311621 | val_loss: 0.0311867 | Time: 1883.69 ms [2021-01-06 17:47:40 main:574] : INFO : Epoch 1830 | loss: 0.0311657 | val_loss: 0.0311931 | Time: 1765.2 ms [2021-01-06 17:47:42 main:574] : INFO : Epoch 1831 | loss: 0.0311652 | val_loss: 0.0311875 | Time: 1916.88 ms [2021-01-06 17:47:44 main:574] : INFO : Epoch 1832 | loss: 0.031168 | val_loss: 0.0311879 | Time: 1708.59 ms [2021-01-06 17:47:46 main:574] : INFO : Epoch 1833 | loss: 0.0311659 | val_loss: 0.0311884 | Time: 1885.44 ms [2021-01-06 17:47:48 main:574] : INFO : Epoch 1834 | loss: 0.0311642 | val_loss: 0.0311859 | Time: 1788.34 ms [2021-01-06 17:47:50 main:574] : INFO : Epoch 1835 | loss: 0.0311655 | val_loss: 0.0311967 | Time: 1816.13 ms [2021-01-06 17:47:51 main:574] : INFO : Epoch 1836 | loss: 0.0311776 | val_loss: 0.0312052 | Time: 1862.61 ms [2021-01-06 17:47:53 main:574] : INFO : Epoch 1837 | loss: 0.0311628 | val_loss: 0.0311881 | Time: 1751.87 ms [2021-01-06 17:47:55 main:574] : INFO : Epoch 1838 | loss: 0.031159 | val_loss: 0.0311881 | Time: 1937.81 ms [2021-01-06 17:47:57 main:574] : INFO : Epoch 1839 | loss: 0.0311604 | val_loss: 0.031192 | Time: 1697.02 ms [2021-01-06 17:47:59 main:574] : INFO : Epoch 1840 | loss: 0.0311602 | val_loss: 0.0311881 | Time: 1921.67 ms [2021-01-06 17:48:00 main:574] : INFO : Epoch 1841 | loss: 0.031161 | val_loss: 0.0311916 | Time: 1749.89 ms [2021-01-06 17:48:02 main:574] : INFO : Epoch 1842 | loss: 0.0311592 | val_loss: 0.0311966 | Time: 1897.13 ms [2021-01-06 17:48:04 main:574] : INFO : Epoch 1843 | loss: 0.0311591 | val_loss: 0.0311854 | Time: 1739.08 ms [2021-01-06 17:48:06 main:574] : INFO : Epoch 1844 | loss: 0.0311618 | val_loss: 0.0311876 | Time: 1905.43 ms [2021-01-06 17:48:08 main:574] : INFO : Epoch 1845 | loss: 0.0311612 | val_loss: 0.031187 | Time: 1768.44 ms [2021-01-06 17:48:10 main:574] : INFO : Epoch 1846 | loss: 0.0311622 | val_loss: 0.0311881 | Time: 1834.9 ms [2021-01-06 17:48:12 main:574] : INFO : Epoch 1847 | loss: 0.0311605 | val_loss: 0.0311933 | Time: 1856.65 ms [2021-01-06 17:48:13 main:574] : INFO : Epoch 1848 | loss: 0.0311591 | val_loss: 0.0311902 | Time: 1777.2 ms [2021-01-06 17:48:15 main:574] : INFO : Epoch 1849 | loss: 0.0311634 | val_loss: 0.0311946 | Time: 1937.12 ms [2021-01-06 17:48:17 main:574] : INFO : Epoch 1850 | loss: 0.031158 | val_loss: 0.0311917 | Time: 1756.15 ms [2021-01-06 17:48:19 main:574] : INFO : Epoch 1851 | loss: 0.0311583 | val_loss: 0.0311871 | Time: 1943.45 ms [2021-01-06 17:48:21 main:574] : INFO : Epoch 1852 | loss: 0.0311581 | val_loss: 0.0311902 | Time: 1764.31 ms [2021-01-06 17:48:23 main:574] : INFO : Epoch 1853 | loss: 0.0311587 | val_loss: 0.031189 | Time: 1959.08 ms [2021-01-06 17:48:25 main:574] : INFO : Epoch 1854 | loss: 0.0311611 | val_loss: 0.0311865 | Time: 1717.3 ms [2021-01-06 17:48:26 main:574] : INFO : Epoch 1855 | loss: 0.031159 | val_loss: 0.0311856 | Time: 1944.56 ms [2021-01-06 17:48:28 main:574] : INFO : Epoch 1856 | loss: 0.0311582 | val_loss: 0.0311887 | Time: 1741.08 ms [2021-01-06 17:48:30 main:574] : INFO : Epoch 1857 | loss: 0.0311574 | val_loss: 0.0311889 | Time: 1853.53 ms [2021-01-06 17:48:32 main:574] : INFO : Epoch 1858 | loss: 0.0311571 | val_loss: 0.0311896 | Time: 1831.98 ms [2021-01-06 17:48:34 main:574] : INFO : Epoch 1859 | loss: 0.0311558 | val_loss: 0.0311924 | Time: 1846.27 ms [2021-01-06 17:48:36 main:574] : INFO : Epoch 1860 | loss: 0.0311555 | val_loss: 0.0311921 | Time: 1885.48 ms [2021-01-06 17:48:37 main:574] : INFO : Epoch 1861 | loss: 0.0311534 | val_loss: 0.031191 | Time: 1776.38 ms [2021-01-06 17:48:39 main:574] : INFO : Epoch 1862 | loss: 0.0311563 | val_loss: 0.0311848 | Time: 1904.92 ms [2021-01-06 17:48:41 main:574] : INFO : Epoch 1863 | loss: 0.0311563 | val_loss: 0.0311947 | Time: 1719.16 ms [2021-01-06 17:48:43 main:574] : INFO : Epoch 1864 | loss: 0.031154 | val_loss: 0.0311892 | Time: 1913.19 ms [2021-01-06 17:48:45 main:574] : INFO : Epoch 1865 | loss: 0.0311539 | val_loss: 0.0311943 | Time: 1741.18 ms [2021-01-06 17:48:47 main:574] : INFO : Epoch 1866 | loss: 0.0311542 | val_loss: 0.0311895 | Time: 2009.01 ms [2021-01-06 17:48:49 main:574] : INFO : Epoch 1867 | loss: 0.0311566 | val_loss: 0.0311863 | Time: 1704.65 ms [2021-01-06 17:48:50 main:574] : INFO : Epoch 1868 | loss: 0.0311598 | val_loss: 0.0311884 | Time: 1906.25 ms [2021-01-06 17:48:52 main:574] : INFO : Epoch 1869 | loss: 0.0311615 | val_loss: 0.0311851 | Time: 1792.15 ms [2021-01-06 17:48:54 main:574] : INFO : Epoch 1870 | loss: 0.031161 | val_loss: 0.0311888 | Time: 1854.45 ms [2021-01-06 17:48:56 main:574] : INFO : Epoch 1871 | loss: 0.0311699 | val_loss: 0.0311954 | Time: 1865.94 ms [2021-01-06 17:48:58 main:574] : INFO : Epoch 1872 | loss: 0.0311873 | val_loss: 0.031186 | Time: 1833.11 ms [2021-01-06 17:49:00 main:574] : INFO : Epoch 1873 | loss: 0.0311774 | val_loss: 0.0311804 | Time: 1881.68 ms [2021-01-06 17:49:01 main:574] : INFO : Epoch 1874 | loss: 0.0311735 | val_loss: 0.0311788 | Time: 1725.26 ms [2021-01-06 17:49:03 main:574] : INFO : Epoch 1875 | loss: 0.0311712 | val_loss: 0.0311785 | Time: 1922.46 ms [2021-01-06 17:49:05 main:574] : INFO : Epoch 1876 | loss: 0.0311695 | val_loss: 0.0311765 | Time: 1721.62 ms [2021-01-06 17:49:07 main:574] : INFO : Epoch 1877 | loss: 0.0311698 | val_loss: 0.0311754 | Time: 1914.29 ms [2021-01-06 17:49:09 main:574] : INFO : Epoch 1878 | loss: 0.0311686 | val_loss: 0.0311742 | Time: 1746.31 ms [2021-01-06 17:49:11 main:574] : INFO : Epoch 1879 | loss: 0.0311694 | val_loss: 0.031174 | Time: 1899.82 ms [2021-01-06 17:49:12 main:574] : INFO : Epoch 1880 | loss: 0.0311648 | val_loss: 0.0311759 | Time: 1753.72 ms [2021-01-06 17:49:14 main:574] : INFO : Epoch 1881 | loss: 0.0311652 | val_loss: 0.0311731 | Time: 1931.29 ms [2021-01-06 17:49:16 main:574] : INFO : Epoch 1882 | loss: 0.0311641 | val_loss: 0.0311742 | Time: 1785.06 ms [2021-01-06 17:49:18 main:574] : INFO : Epoch 1883 | loss: 0.0311629 | val_loss: 0.031173 | Time: 1858.26 ms [2021-01-06 17:49:20 main:574] : INFO : Epoch 1884 | loss: 0.031162 | val_loss: 0.0311737 | Time: 1843.84 ms [2021-01-06 17:49:22 main:574] : INFO : Epoch 1885 | loss: 0.0311622 | val_loss: 0.0311743 | Time: 1822.44 ms [2021-01-06 17:49:24 main:574] : INFO : Epoch 1886 | loss: 0.0311613 | val_loss: 0.0311728 | Time: 1902.29 ms [2021-01-06 17:49:25 main:574] : INFO : Epoch 1887 | loss: 0.0311606 | val_loss: 0.0311736 | Time: 1749.31 ms [2021-01-06 17:49:27 main:574] : INFO : Epoch 1888 | loss: 0.0311607 | val_loss: 0.0311766 | Time: 1909.53 ms [2021-01-06 17:49:29 main:574] : INFO : Epoch 1889 | loss: 0.0311599 | val_loss: 0.0311759 | Time: 1735.54 ms [2021-01-06 17:49:31 main:574] : INFO : Epoch 1890 | loss: 0.0311609 | val_loss: 0.0311743 | Time: 1945.25 ms [2021-01-06 17:49:33 main:574] : INFO : Epoch 1891 | loss: 0.0311595 | val_loss: 0.0311738 | Time: 1727.31 ms [2021-01-06 17:49:35 main:574] : INFO : Epoch 1892 | loss: 0.0311595 | val_loss: 0.0311753 | Time: 1929.13 ms [2021-01-06 17:49:37 main:574] : INFO : Epoch 1893 | loss: 0.031158 | val_loss: 0.0311768 | Time: 1721.87 ms [2021-01-06 17:49:38 main:574] : INFO : Epoch 1894 | loss: 0.031158 | val_loss: 0.0311747 | Time: 1926.62 ms [2021-01-06 17:49:40 main:574] : INFO : Epoch 1895 | loss: 0.031158 | val_loss: 0.0311747 | Time: 1795.16 ms [2021-01-06 17:49:42 main:574] : INFO : Epoch 1896 | loss: 0.03116 | val_loss: 0.0311746 | Time: 1809.33 ms [2021-01-06 17:49:44 main:574] : INFO : Epoch 1897 | loss: 0.0311582 | val_loss: 0.0311807 | Time: 1860.1 ms [2021-01-06 17:49:46 main:574] : INFO : Epoch 1898 | loss: 0.0311599 | val_loss: 0.0311839 | Time: 1757.14 ms [2021-01-06 17:49:48 main:574] : INFO : Epoch 1899 | loss: 0.0311619 | val_loss: 0.0311828 | Time: 1881.24 ms [2021-01-06 17:49:49 main:574] : INFO : Epoch 1900 | loss: 0.0311573 | val_loss: 0.0311743 | Time: 1720.64 ms [2021-01-06 17:49:51 main:574] : INFO : Epoch 1901 | loss: 0.0311555 | val_loss: 0.0311793 | Time: 1940.45 ms [2021-01-06 17:49:53 main:574] : INFO : Epoch 1902 | loss: 0.0311567 | val_loss: 0.0311738 | Time: 1727.47 ms [2021-01-06 17:49:55 main:574] : INFO : Epoch 1903 | loss: 0.0311569 | val_loss: 0.0311763 | Time: 1919.28 ms [2021-01-06 17:49:57 main:574] : INFO : Epoch 1904 | loss: 0.0311608 | val_loss: 0.0311791 | Time: 1707.88 ms [2021-01-06 17:49:59 main:574] : INFO : Epoch 1905 | loss: 0.0311592 | val_loss: 0.0311759 | Time: 1918.34 ms [2021-01-06 17:50:00 main:574] : INFO : Epoch 1906 | loss: 0.0311553 | val_loss: 0.0311783 | Time: 1782.08 ms [2021-01-06 17:50:02 main:574] : INFO : Epoch 1907 | loss: 0.0311554 | val_loss: 0.0311784 | Time: 1852.43 ms [2021-01-06 17:50:04 main:574] : INFO : Epoch 1908 | loss: 0.0311553 | val_loss: 0.0311756 | Time: 1792.21 ms [2021-01-06 17:50:06 main:574] : INFO : Epoch 1909 | loss: 0.0311551 | val_loss: 0.0311784 | Time: 1762.86 ms [2021-01-06 17:50:08 main:574] : INFO : Epoch 1910 | loss: 0.0311557 | val_loss: 0.0311745 | Time: 1902.68 ms [2021-01-06 17:50:09 main:574] : INFO : Epoch 1911 | loss: 0.0311548 | val_loss: 0.0311757 | Time: 1714.79 ms [2021-01-06 17:50:11 main:574] : INFO : Epoch 1912 | loss: 0.0311556 | val_loss: 0.0311747 | Time: 1909.14 ms [2021-01-06 17:50:13 main:574] : INFO : Epoch 1913 | loss: 0.0311558 | val_loss: 0.0311745 | Time: 1730.38 ms [2021-01-06 17:50:15 main:574] : INFO : Epoch 1914 | loss: 0.0311541 | val_loss: 0.0311768 | Time: 1938.75 ms [2021-01-06 17:50:17 main:574] : INFO : Epoch 1915 | loss: 0.0311542 | val_loss: 0.0311754 | Time: 1727.89 ms [2021-01-06 17:50:19 main:574] : INFO : Epoch 1916 | loss: 0.0311547 | val_loss: 0.0311818 | Time: 1890.66 ms [2021-01-06 17:50:21 main:574] : INFO : Epoch 1917 | loss: 0.0311526 | val_loss: 0.0311765 | Time: 1764.51 ms [2021-01-06 17:50:22 main:574] : INFO : Epoch 1918 | loss: 0.0311543 | val_loss: 0.0311759 | Time: 1842.4 ms [2021-01-06 17:50:24 main:574] : INFO : Epoch 1919 | loss: 0.031153 | val_loss: 0.031178 | Time: 1822.07 ms [2021-01-06 17:50:26 main:574] : INFO : Epoch 1920 | loss: 0.0311531 | val_loss: 0.0311767 | Time: 1795.69 ms [2021-01-06 17:50:28 main:574] : INFO : Epoch 1921 | loss: 0.0311517 | val_loss: 0.0311739 | Time: 1927.76 ms [2021-01-06 17:50:30 main:574] : INFO : Epoch 1922 | loss: 0.0311512 | val_loss: 0.0311766 | Time: 1743.62 ms [2021-01-06 17:50:32 main:574] : INFO : Epoch 1923 | loss: 0.0311514 | val_loss: 0.031176 | Time: 1904.65 ms [2021-01-06 17:50:33 main:574] : INFO : Epoch 1924 | loss: 0.0311541 | val_loss: 0.0311758 | Time: 1747.38 ms [2021-01-06 17:50:35 main:574] : INFO : Epoch 1925 | loss: 0.0311523 | val_loss: 0.0311764 | Time: 1922.85 ms [2021-01-06 17:50:37 main:574] : INFO : Epoch 1926 | loss: 0.0311499 | val_loss: 0.0311733 | Time: 1727.41 ms [2021-01-06 17:50:39 main:574] : INFO : Epoch 1927 | loss: 0.0311499 | val_loss: 0.0311719 | Time: 1891.41 ms [2021-01-06 17:50:41 main:574] : INFO : Epoch 1928 | loss: 0.031151 | val_loss: 0.031183 | Time: 1747.11 ms [2021-01-06 17:50:43 main:574] : INFO : Epoch 1929 | loss: 0.0311566 | val_loss: 0.0311775 | Time: 1897.08 ms [2021-01-06 17:50:44 main:574] : INFO : Epoch 1930 | loss: 0.0311526 | val_loss: 0.0311811 | Time: 1843.94 ms [2021-01-06 17:50:46 main:574] : INFO : Epoch 1931 | loss: 0.0311569 | val_loss: 0.0311767 | Time: 1800.08 ms [2021-01-06 17:50:48 main:574] : INFO : Epoch 1932 | loss: 0.0311532 | val_loss: 0.0311778 | Time: 1866.98 ms [2021-01-06 17:50:50 main:574] : INFO : Epoch 1933 | loss: 0.0311506 | val_loss: 0.0311733 | Time: 1756.42 ms [2021-01-06 17:50:52 main:574] : INFO : Epoch 1934 | loss: 0.0311512 | val_loss: 0.0311803 | Time: 1969.45 ms [2021-01-06 17:50:54 main:574] : INFO : Epoch 1935 | loss: 0.0311501 | val_loss: 0.0311783 | Time: 1726.06 ms [2021-01-06 17:50:56 main:574] : INFO : Epoch 1936 | loss: 0.0311481 | val_loss: 0.0311744 | Time: 1892.06 ms [2021-01-06 17:50:57 main:574] : INFO : Epoch 1937 | loss: 0.0311486 | val_loss: 0.0311713 | Time: 1687.65 ms [2021-01-06 17:50:59 main:574] : INFO : Epoch 1938 | loss: 0.0311469 | val_loss: 0.0311741 | Time: 1882.57 ms [2021-01-06 17:51:01 main:574] : INFO : Epoch 1939 | loss: 0.0311474 | val_loss: 0.0311769 | Time: 1730.9 ms [2021-01-06 17:51:03 main:574] : INFO : Epoch 1940 | loss: 0.0311472 | val_loss: 0.0311747 | Time: 1896.74 ms [2021-01-06 17:51:05 main:574] : INFO : Epoch 1941 | loss: 0.0311485 | val_loss: 0.0311758 | Time: 1802.24 ms [2021-01-06 17:51:06 main:574] : INFO : Epoch 1942 | loss: 0.031149 | val_loss: 0.031177 | Time: 1851.81 ms [2021-01-06 17:51:08 main:574] : INFO : Epoch 1943 | loss: 0.0311506 | val_loss: 0.0311758 | Time: 1863.47 ms [2021-01-06 17:51:10 main:574] : INFO : Epoch 1944 | loss: 0.0311481 | val_loss: 0.0311783 | Time: 1798.77 ms [2021-01-06 17:51:12 main:574] : INFO : Epoch 1945 | loss: 0.0311467 | val_loss: 0.031175 | Time: 1896.19 ms [2021-01-06 17:51:14 main:574] : INFO : Epoch 1946 | loss: 0.0311466 | val_loss: 0.031178 | Time: 1747.23 ms [2021-01-06 17:51:16 main:574] : INFO : Epoch 1947 | loss: 0.0311463 | val_loss: 0.031181 | Time: 1948.88 ms [2021-01-06 17:51:18 main:574] : INFO : Epoch 1948 | loss: 0.0311461 | val_loss: 0.0311739 | Time: 1728.95 ms [2021-01-06 17:51:19 main:574] : INFO : Epoch 1949 | loss: 0.0311531 | val_loss: 0.0311699 | Time: 1932.02 ms [2021-01-06 17:51:21 main:574] : INFO : Epoch 1950 | loss: 0.031159 | val_loss: 0.0311754 | Time: 1697.81 ms [2021-01-06 17:51:23 main:574] : INFO : Epoch 1951 | loss: 0.0311558 | val_loss: 0.0311743 | Time: 1895.28 ms [2021-01-06 17:51:25 main:574] : INFO : Epoch 1952 | loss: 0.0311544 | val_loss: 0.0311716 | Time: 1761.24 ms [2021-01-06 17:51:27 main:574] : INFO : Epoch 1953 | loss: 0.0311519 | val_loss: 0.0311698 | Time: 1833.9 ms [2021-01-06 17:51:29 main:574] : INFO : Epoch 1954 | loss: 0.031151 | val_loss: 0.031177 | Time: 1813.89 ms [2021-01-06 17:51:30 main:574] : INFO : Epoch 1955 | loss: 0.0311499 | val_loss: 0.0311734 | Time: 1817.42 ms [2021-01-06 17:51:32 main:574] : INFO : Epoch 1956 | loss: 0.0311491 | val_loss: 0.0311773 | Time: 1867.18 ms [2021-01-06 17:51:34 main:574] : INFO : Epoch 1957 | loss: 0.0311479 | val_loss: 0.0311724 | Time: 1775.3 ms [2021-01-06 17:51:36 main:574] : INFO : Epoch 1958 | loss: 0.0311476 | val_loss: 0.0311816 | Time: 1912.19 ms [2021-01-06 17:51:38 main:574] : INFO : Epoch 1959 | loss: 0.0311464 | val_loss: 0.0311726 | Time: 1725.55 ms [2021-01-06 17:51:40 main:574] : INFO : Epoch 1960 | loss: 0.0311473 | val_loss: 0.0311766 | Time: 1958.23 ms [2021-01-06 17:51:41 main:574] : INFO : Epoch 1961 | loss: 0.0311469 | val_loss: 0.0311719 | Time: 1730.1 ms [2021-01-06 17:51:43 main:574] : INFO : Epoch 1962 | loss: 0.0311472 | val_loss: 0.0311718 | Time: 1926.13 ms [2021-01-06 17:51:45 main:574] : INFO : Epoch 1963 | loss: 0.0311461 | val_loss: 0.031178 | Time: 1731.75 ms [2021-01-06 17:51:47 main:574] : INFO : Epoch 1964 | loss: 0.0311466 | val_loss: 0.0311779 | Time: 1900.72 ms [2021-01-06 17:51:49 main:574] : INFO : Epoch 1965 | loss: 0.0311452 | val_loss: 0.0311722 | Time: 1799.95 ms [2021-01-06 17:51:51 main:574] : INFO : Epoch 1966 | loss: 0.031144 | val_loss: 0.0311733 | Time: 1827.59 ms [2021-01-06 17:51:52 main:574] : INFO : Epoch 1967 | loss: 0.0311432 | val_loss: 0.0311751 | Time: 1827.95 ms [2021-01-06 17:51:54 main:574] : INFO : Epoch 1968 | loss: 0.0311438 | val_loss: 0.0311714 | Time: 1803.42 ms [2021-01-06 17:51:56 main:574] : INFO : Epoch 1969 | loss: 0.0311431 | val_loss: 0.0311752 | Time: 1902.33 ms [2021-01-06 17:51:58 main:574] : INFO : Epoch 1970 | loss: 0.0311433 | val_loss: 0.0311722 | Time: 1721.1 ms [2021-01-06 17:52:00 main:574] : INFO : Epoch 1971 | loss: 0.0311451 | val_loss: 0.0311713 | Time: 1888.67 ms [2021-01-06 17:52:02 main:574] : INFO : Epoch 1972 | loss: 0.0311428 | val_loss: 0.0311785 | Time: 1718.47 ms [2021-01-06 17:52:04 main:574] : INFO : Epoch 1973 | loss: 0.0311431 | val_loss: 0.0311753 | Time: 1925.95 ms [2021-01-06 17:52:05 main:574] : INFO : Epoch 1974 | loss: 0.0311438 | val_loss: 0.0311802 | Time: 1718.64 ms [2021-01-06 17:52:07 main:574] : INFO : Epoch 1975 | loss: 0.0311429 | val_loss: 0.0311695 | Time: 1922 ms [2021-01-06 17:52:09 main:574] : INFO : Epoch 1976 | loss: 0.0311435 | val_loss: 0.0311746 | Time: 1829.2 ms [2021-01-06 17:52:11 main:574] : INFO : Epoch 1977 | loss: 0.031145 | val_loss: 0.031174 | Time: 1900.97 ms [2021-01-06 17:52:13 main:574] : INFO : Epoch 1978 | loss: 0.0311469 | val_loss: 0.0311745 | Time: 1874.27 ms [2021-01-06 17:52:15 main:574] : INFO : Epoch 1979 | loss: 0.0311502 | val_loss: 0.0311693 | Time: 1809.84 ms [2021-01-06 17:52:17 main:574] : INFO : Epoch 1980 | loss: 0.0311496 | val_loss: 0.031174 | Time: 1902.16 ms [2021-01-06 17:52:18 main:574] : INFO : Epoch 1981 | loss: 0.0311491 | val_loss: 0.0311697 | Time: 1765.89 ms [2021-01-06 17:52:20 main:574] : INFO : Epoch 1982 | loss: 0.0311489 | val_loss: 0.0311691 | Time: 1962.19 ms [2021-01-06 17:52:22 main:574] : INFO : Epoch 1983 | loss: 0.0311436 | val_loss: 0.0311681 | Time: 1713.26 ms [2021-01-06 17:52:24 main:574] : INFO : Epoch 1984 | loss: 0.0311429 | val_loss: 0.0311741 | Time: 1900.63 ms [2021-01-06 17:52:26 main:574] : INFO : Epoch 1985 | loss: 0.0311435 | val_loss: 0.0311754 | Time: 1706.81 ms [2021-01-06 17:52:28 main:574] : INFO : Epoch 1986 | loss: 0.0311416 | val_loss: 0.0311714 | Time: 1933.58 ms [2021-01-06 17:52:29 main:574] : INFO : Epoch 1987 | loss: 0.0311412 | val_loss: 0.0311732 | Time: 1731.44 ms [2021-01-06 17:52:31 main:574] : INFO : Epoch 1988 | loss: 0.0311416 | val_loss: 0.0311789 | Time: 1879.86 ms [2021-01-06 17:52:33 main:574] : INFO : Epoch 1989 | loss: 0.0311409 | val_loss: 0.0311815 | Time: 1762.86 ms [2021-01-06 17:52:35 main:574] : INFO : Epoch 1990 | loss: 0.0311427 | val_loss: 0.0311778 | Time: 1895.3 ms [2021-01-06 17:52:37 main:574] : INFO : Epoch 1991 | loss: 0.0311427 | val_loss: 0.031185 | Time: 1902.76 ms [2021-01-06 17:52:39 main:574] : INFO : Epoch 1992 | loss: 0.0311439 | val_loss: 0.0311729 | Time: 1845.45 ms [2021-01-06 17:52:41 main:574] : INFO : Epoch 1993 | loss: 0.0311447 | val_loss: 0.0311765 | Time: 1891.08 ms [2021-01-06 17:52:42 main:574] : INFO : Epoch 1994 | loss: 0.0311438 | val_loss: 0.0311693 | Time: 1734.15 ms [2021-01-06 17:52:44 main:574] : INFO : Epoch 1995 | loss: 0.0311432 | val_loss: 0.0311717 | Time: 1940.23 ms [2021-01-06 17:52:46 main:574] : INFO : Epoch 1996 | loss: 0.0311415 | val_loss: 0.0311734 | Time: 1731.98 ms [2021-01-06 17:52:48 main:574] : INFO : Epoch 1997 | loss: 0.0311406 | val_loss: 0.0311776 | Time: 1904.44 ms [2021-01-06 17:52:50 main:574] : INFO : Epoch 1998 | loss: 0.0311395 | val_loss: 0.0311801 | Time: 1720.06 ms [2021-01-06 17:52:52 main:574] : INFO : Epoch 1999 | loss: 0.0311408 | val_loss: 0.0311806 | Time: 1879.93 ms [2021-01-06 17:52:53 main:574] : INFO : Epoch 2000 | loss: 0.0311403 | val_loss: 0.0311879 | Time: 1753.76 ms [2021-01-06 17:52:55 main:574] : INFO : Epoch 2001 | loss: 0.031139 | val_loss: 0.0311744 | Time: 1873.11 ms [2021-01-06 17:52:57 main:574] : INFO : Epoch 2002 | loss: 0.0311398 | val_loss: 0.031177 | Time: 1770.92 ms [2021-01-06 17:52:59 main:574] : INFO : Epoch 2003 | loss: 0.0311382 | val_loss: 0.0311707 | Time: 1828.2 ms [2021-01-06 17:53:01 main:574] : INFO : Epoch 2004 | loss: 0.031141 | val_loss: 0.0311822 | Time: 1834.04 ms [2021-01-06 17:53:03 main:574] : INFO : Epoch 2005 | loss: 0.0311389 | val_loss: 0.0311721 | Time: 1786.31 ms [2021-01-06 17:53:04 main:574] : INFO : Epoch 2006 | loss: 0.031139 | val_loss: 0.0311757 | Time: 1923.93 ms [2021-01-06 17:53:06 main:574] : INFO : Epoch 2007 | loss: 0.0311406 | val_loss: 0.0311786 | Time: 1718.15 ms [2021-01-06 17:53:08 main:574] : INFO : Epoch 2008 | loss: 0.0311409 | val_loss: 0.0311864 | Time: 1911 ms [2021-01-06 17:53:10 main:574] : INFO : Epoch 2009 | loss: 0.0311376 | val_loss: 0.0311809 | Time: 1719.13 ms [2021-01-06 17:53:12 main:574] : INFO : Epoch 2010 | loss: 0.0311382 | val_loss: 0.0311729 | Time: 1957.81 ms [2021-01-06 17:53:14 main:574] : INFO : Epoch 2011 | loss: 0.0311409 | val_loss: 0.0311782 | Time: 1731.81 ms [2021-01-06 17:53:15 main:574] : INFO : Epoch 2012 | loss: 0.0311393 | val_loss: 0.0311755 | Time: 1874.62 ms [2021-01-06 17:53:17 main:574] : INFO : Epoch 2013 | loss: 0.0311357 | val_loss: 0.0311756 | Time: 1753.41 ms [2021-01-06 17:53:19 main:574] : INFO : Epoch 2014 | loss: 0.0311384 | val_loss: 0.0311763 | Time: 1783.98 ms [2021-01-06 17:53:21 main:574] : INFO : Epoch 2015 | loss: 0.0311377 | val_loss: 0.0311786 | Time: 1836.32 ms [2021-01-06 17:53:23 main:574] : INFO : Epoch 2016 | loss: 0.0311371 | val_loss: 0.0311765 | Time: 1742.29 ms [2021-01-06 17:53:25 main:574] : INFO : Epoch 2017 | loss: 0.0311372 | val_loss: 0.0311717 | Time: 1952.43 ms [2021-01-06 17:53:26 main:574] : INFO : Epoch 2018 | loss: 0.0311366 | val_loss: 0.0311791 | Time: 1718.46 ms [2021-01-06 17:53:28 main:574] : INFO : Epoch 2019 | loss: 0.0311358 | val_loss: 0.0311759 | Time: 1940 ms [2021-01-06 17:53:30 main:574] : INFO : Epoch 2020 | loss: 0.0311385 | val_loss: 0.0311775 | Time: 1719.52 ms [2021-01-06 17:53:32 main:574] : INFO : Epoch 2021 | loss: 0.0311375 | val_loss: 0.0311743 | Time: 1891.85 ms [2021-01-06 17:53:34 main:574] : INFO : Epoch 2022 | loss: 0.0311365 | val_loss: 0.031179 | Time: 1671.39 ms [2021-01-06 17:53:35 main:574] : INFO : Epoch 2023 | loss: 0.0311443 | val_loss: 0.0311789 | Time: 1897.08 ms [2021-01-06 17:53:37 main:574] : INFO : Epoch 2024 | loss: 0.0311396 | val_loss: 0.0311895 | Time: 1754.31 ms [2021-01-06 17:53:39 main:574] : INFO : Epoch 2025 | loss: 0.0311442 | val_loss: 0.0311725 | Time: 1812.36 ms [2021-01-06 17:53:41 main:574] : INFO : Epoch 2026 | loss: 0.0311442 | val_loss: 0.0311806 | Time: 1870.83 ms [2021-01-06 17:53:43 main:574] : INFO : Epoch 2027 | loss: 0.0311425 | val_loss: 0.0311686 | Time: 1767.53 ms [2021-01-06 17:53:45 main:574] : INFO : Epoch 2028 | loss: 0.0311439 | val_loss: 0.0311754 | Time: 1959.31 ms [2021-01-06 17:53:46 main:574] : INFO : Epoch 2029 | loss: 0.0311396 | val_loss: 0.0311746 | Time: 1715.73 ms [2021-01-06 17:53:48 main:574] : INFO : Epoch 2030 | loss: 0.031137 | val_loss: 0.0311753 | Time: 1936.65 ms [2021-01-06 17:53:50 main:574] : INFO : Epoch 2031 | loss: 0.0311331 | val_loss: 0.031183 | Time: 1729.18 ms [2021-01-06 17:53:52 main:574] : INFO : Epoch 2032 | loss: 0.0311346 | val_loss: 0.0311762 | Time: 1885.39 ms [2021-01-06 17:53:54 main:574] : INFO : Epoch 2033 | loss: 0.031134 | val_loss: 0.0311791 | Time: 1701.1 ms [2021-01-06 17:53:56 main:574] : INFO : Epoch 2034 | loss: 0.0311442 | val_loss: 0.0311778 | Time: 1912.56 ms [2021-01-06 17:53:57 main:574] : INFO : Epoch 2035 | loss: 0.0311582 | val_loss: 0.0311774 | Time: 1749.5 ms [2021-01-06 17:53:59 main:574] : INFO : Epoch 2036 | loss: 0.031155 | val_loss: 0.0311729 | Time: 1867.11 ms [2021-01-06 17:54:01 main:574] : INFO : Epoch 2037 | loss: 0.0311506 | val_loss: 0.0311743 | Time: 1840.53 ms [2021-01-06 17:54:03 main:574] : INFO : Epoch 2038 | loss: 0.0311472 | val_loss: 0.0311711 | Time: 1799.15 ms [2021-01-06 17:54:05 main:574] : INFO : Epoch 2039 | loss: 0.0311449 | val_loss: 0.0311726 | Time: 1873.49 ms [2021-01-06 17:54:07 main:574] : INFO : Epoch 2040 | loss: 0.0311432 | val_loss: 0.0311734 | Time: 1732.05 ms [2021-01-06 17:54:09 main:574] : INFO : Epoch 2041 | loss: 0.0311419 | val_loss: 0.0311712 | Time: 1950.34 ms [2021-01-06 17:54:10 main:574] : INFO : Epoch 2042 | loss: 0.0311426 | val_loss: 0.0311794 | Time: 1705.56 ms [2021-01-06 17:54:12 main:574] : INFO : Epoch 2043 | loss: 0.0311447 | val_loss: 0.0311705 | Time: 1953.75 ms [2021-01-06 17:54:14 main:574] : INFO : Epoch 2044 | loss: 0.0311449 | val_loss: 0.031169 | Time: 1690.26 ms [2021-01-06 17:54:16 main:574] : INFO : Epoch 2045 | loss: 0.0311459 | val_loss: 0.0311764 | Time: 1955.53 ms [2021-01-06 17:54:18 main:574] : INFO : Epoch 2046 | loss: 0.0311434 | val_loss: 0.0311762 | Time: 1743.89 ms [2021-01-06 17:54:20 main:574] : INFO : Epoch 2047 | loss: 0.0311381 | val_loss: 0.0311776 | Time: 1881.24 ms [2021-01-06 17:54:21 main:574] : INFO : Epoch 2048 | loss: 0.0311374 | val_loss: 0.031176 | Time: 1801.51 ms [2021-01-06 17:54:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031176 [2021-01-06 17:54:21 main:603] : INFO : Saving end state to config to file [2021-01-06 17:54:21 main:608] : INFO : Success, exiting.. 17:54:21 (14036): 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)