Task 3748713
| Name | ParityModified-1609265314-16096-5_0 |
| Workunit | 1926615 |
| Created | 21 Jan 2021, 8:50:40 UTC |
| Sent | 21 Jan 2021, 13:21:51 UTC |
| Report deadline | 28 Jan 2021, 13:21:51 UTC |
| Received | 21 Jan 2021, 15:34:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 780 |
| Run time | 1 hours 6 min 42 sec |
| CPU time | 1 hours 3 min 40 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> INFO : Epoch 1542 | loss: 0.0311602 | val_loss: 0.0311779 | Time: 2053.93 ms [2021-01-21 06:17:56 main:574] : INFO : Epoch 1543 | loss: 0.0311637 | val_loss: 0.0311835 | Time: 1995.24 ms [2021-01-21 06:17:58 main:574] : INFO : Epoch 1544 | loss: 0.0311599 | val_loss: 0.031181 | Time: 2023.26 ms [2021-01-21 06:18:00 main:574] : INFO : Epoch 1545 | loss: 0.0311602 | val_loss: 0.0311786 | Time: 1932.37 ms [2021-01-21 06:18:02 main:574] : INFO : Epoch 1546 | loss: 0.0311583 | val_loss: 0.031177 | Time: 1855.07 ms [2021-01-21 06:18:04 main:574] : INFO : Epoch 1547 | loss: 0.0311598 | val_loss: 0.031192 | Time: 2052.02 ms [2021-01-21 06:18:06 main:574] : INFO : Epoch 1548 | loss: 0.031161 | val_loss: 0.0311748 | Time: 1975.7 ms [2021-01-21 06:18:08 main:574] : INFO : Epoch 1549 | loss: 0.0311582 | val_loss: 0.031183 | Time: 1905.87 ms [2021-01-21 06:18:10 main:574] : INFO : Epoch 1550 | loss: 0.0311635 | val_loss: 0.0311795 | Time: 1933.89 ms [2021-01-21 06:18:12 main:574] : INFO : Epoch 1551 | loss: 0.0311585 | val_loss: 0.0311782 | Time: 1873.12 ms [2021-01-21 06:18:14 main:574] : INFO : Epoch 1552 | loss: 0.0311584 | val_loss: 0.0311784 | Time: 1913.49 ms [2021-01-21 06:18:16 main:574] : INFO : Epoch 1553 | loss: 0.0311578 | val_loss: 0.0311765 | Time: 1900.27 ms [2021-01-21 06:18:18 main:574] : INFO : Epoch 1554 | loss: 0.0311596 | val_loss: 0.0311843 | Time: 1865.02 ms [2021-01-21 06:18:20 main:574] : INFO : Epoch 1555 | loss: 0.0311598 | val_loss: 0.0311807 | Time: 1875.84 ms [2021-01-21 06:18:22 main:574] : INFO : Epoch 1556 | loss: 0.0311592 | val_loss: 0.0311809 | Time: 1865.94 ms [2021-01-21 06:18:23 main:574] : INFO : Epoch 1557 | loss: 0.0311584 | val_loss: 0.0311762 | Time: 1900.91 ms [2021-01-21 06:18:25 main:574] : INFO : Epoch 1558 | loss: 0.0311582 | val_loss: 0.031182 | Time: 1985.66 ms [2021-01-21 06:18:27 main:574] : INFO : Epoch 1559 | loss: 0.0311593 | val_loss: 0.0311836 | Time: 1956.43 ms [2021-01-21 06:18:29 main:574] : INFO : Epoch 1560 | loss: 0.0311623 | val_loss: 0.0311864 | Time: 1970.95 ms [2021-01-21 06:18:31 main:574] : INFO : Epoch 1561 | loss: 0.031158 | val_loss: 0.0311838 | Time: 1870.15 ms [2021-01-21 06:18:33 main:574] : INFO : Epoch 1562 | loss: 0.0311582 | val_loss: 0.0311788 | Time: 1919.39 ms [2021-01-21 06:18:35 main:574] : INFO : Epoch 1563 | loss: 0.0311588 | val_loss: 0.0311784 | Time: 1927.67 ms [2021-01-21 06:18:37 main:574] : INFO : Epoch 1564 | loss: 0.031158 | val_loss: 0.0311809 | Time: 1936.43 ms [2021-01-21 06:18:39 main:574] : INFO : Epoch 1565 | loss: 0.0311586 | val_loss: 0.0311783 | Time: 1897.64 ms [2021-01-21 06:18:41 main:574] : INFO : Epoch 1566 | loss: 0.0311577 | val_loss: 0.0311842 | Time: 1917.28 ms [2021-01-21 06:18:43 main:574] : INFO : Epoch 1567 | loss: 0.0311574 | val_loss: 0.0311779 | Time: 1914.49 ms [2021-01-21 06:18:45 main:574] : INFO : Epoch 1568 | loss: 0.0311564 | val_loss: 0.0311815 | Time: 1984.55 ms [2021-01-21 06:18:47 main:574] : INFO : Epoch 1569 | loss: 0.0311585 | val_loss: 0.0311796 | Time: 1944.62 ms [2021-01-21 06:18:49 main:574] : INFO : Epoch 1570 | loss: 0.0311587 | val_loss: 0.0311859 | Time: 1861.26 ms [2021-01-21 06:18:51 main:574] : INFO : Epoch 1571 | loss: 0.0311569 | val_loss: 0.0311813 | Time: 1983.78 ms [2021-01-21 06:18:53 main:574] : INFO : Epoch 1572 | loss: 0.0311591 | val_loss: 0.0311808 | Time: 1847.95 ms [2021-01-21 06:18:54 main:574] : INFO : Epoch 1573 | loss: 0.0311575 | val_loss: 0.0311802 | Time: 1922.2 ms [2021-01-21 06:18:56 main:574] : INFO : Epoch 1574 | loss: 0.0311598 | val_loss: 0.0311843 | Time: 1896.45 ms [2021-01-21 06:18:58 main:574] : INFO : Epoch 1575 | loss: 0.031158 | val_loss: 0.0311787 | Time: 1875 ms [2021-01-21 06:19:00 main:574] : INFO : Epoch 1576 | loss: 0.0311585 | val_loss: 0.031181 | Time: 2059.83 ms [2021-01-21 06:19:02 main:574] : INFO : Epoch 1577 | loss: 0.031157 | val_loss: 0.0311816 | Time: 1962.77 ms [2021-01-21 06:19:04 main:574] : INFO : Epoch 1578 | loss: 0.0311588 | val_loss: 0.0311874 | Time: 2043.43 ms [2021-01-21 06:19:06 main:574] : INFO : Epoch 1579 | loss: 0.0311582 | val_loss: 0.0311835 | Time: 1919.28 ms [2021-01-21 06:19:08 main:574] : INFO : Epoch 1580 | loss: 0.0311573 | val_loss: 0.0311808 | Time: 2016.48 ms [2021-01-21 06:19:10 main:574] : INFO : Epoch 1581 | loss: 0.0311571 | val_loss: 0.0311812 | Time: 1884.87 ms [2021-01-21 06:19:12 main:574] : INFO : Epoch 1582 | loss: 0.0311583 | val_loss: 0.0311829 | Time: 1862.44 ms [2021-01-21 06:19:14 main:574] : INFO : Epoch 1583 | loss: 0.0311574 | val_loss: 0.0311848 | Time: 1861.06 ms [2021-01-21 06:19:16 main:574] : INFO : Epoch 1584 | loss: 0.0311591 | val_loss: 0.0311854 | Time: 1932.07 ms [2021-01-21 06:19:18 main:574] : INFO : Epoch 1585 | loss: 0.031162 | val_loss: 0.0311858 | Time: 1878.89 ms [2021-01-21 06:19:20 main:574] : INFO : Epoch 1586 | loss: 0.0311601 | val_loss: 0.031182 | Time: 1899.33 ms [2021-01-21 06:19:22 main:574] : INFO : Epoch 1587 | loss: 0.0311617 | val_loss: 0.0311808 | Time: 1910.64 ms [2021-01-21 06:19:24 main:574] : INFO : Epoch 1588 | loss: 0.0311608 | val_loss: 0.0311816 | Time: 1893.04 ms [2021-01-21 06:19:26 main:574] : INFO : Epoch 1589 | loss: 0.0311612 | val_loss: 0.0311819 | Time: 1925.93 ms [2021-01-21 06:19:27 main:574] : INFO : Epoch 1590 | loss: 0.0311588 | val_loss: 0.0311814 | Time: 1853.88 ms [2021-01-21 06:19:29 main:574] : INFO : Epoch 1591 | loss: 0.0311591 | val_loss: 0.0311832 | Time: 1986.3 ms [2021-01-21 06:19:31 main:574] : INFO : Epoch 1592 | loss: 0.0311604 | val_loss: 0.0311855 | Time: 2080.56 ms [2021-01-21 06:19:33 main:574] : INFO : Epoch 1593 | loss: 0.0311616 | val_loss: 0.0311861 | Time: 1870.46 ms [2021-01-21 06:19:35 main:574] : INFO : Epoch 1594 | loss: 0.0311592 | val_loss: 0.0311811 | Time: 1868.95 ms [2021-01-21 06:19:37 main:574] : INFO : Epoch 1595 | loss: 0.0311576 | val_loss: 0.0311861 | Time: 1868.64 ms [2021-01-21 06:19:39 main:574] : INFO : Epoch 1596 | loss: 0.0311591 | val_loss: 0.0311846 | Time: 1975.82 ms [2021-01-21 06:19:41 main:574] : INFO : Epoch 1597 | loss: 0.0311573 | val_loss: 0.0311826 | Time: 1894.94 ms [2021-01-21 06:19:43 main:574] : INFO : Epoch 1598 | loss: 0.0311595 | val_loss: 0.0311828 | Time: 1862.06 ms [2021-01-21 06:19:45 main:574] : INFO : Epoch 1599 | loss: 0.0311606 | val_loss: 0.0311806 | Time: 2034.94 ms [2021-01-21 06:19:47 main:574] : INFO : Epoch 1600 | loss: 0.0311574 | val_loss: 0.0311821 | Time: 1892.99 ms [2021-01-21 06:19:49 main:574] : INFO : Epoch 1601 | loss: 0.0311646 | val_loss: 0.0311838 | Time: 1902.39 ms [2021-01-21 06:19:51 main:574] : INFO : Epoch 1602 | loss: 0.0311667 | val_loss: 0.0311876 | Time: 1915.68 ms [2021-01-21 06:19:53 main:574] : INFO : Epoch 1603 | loss: 0.0311669 | val_loss: 0.0311879 | Time: 2067.35 ms [2021-01-21 06:19:55 main:574] : INFO : Epoch 1604 | loss: 0.0311711 | val_loss: 0.0311796 | Time: 1902.91 ms [2021-01-21 06:19:57 main:574] : INFO : Epoch 1605 | loss: 0.0311688 | val_loss: 0.0311794 | Time: 1954.22 ms [2021-01-21 06:19:59 main:574] : INFO : Epoch 1606 | loss: 0.0311645 | val_loss: 0.0311823 | Time: 1981.54 ms [2021-01-21 06:20:01 main:574] : INFO : Epoch 1607 | loss: 0.0311626 | val_loss: 0.0311869 | Time: 1938.93 ms [2021-01-21 06:20:03 main:574] : INFO : Epoch 1608 | loss: 0.031168 | val_loss: 0.0311838 | Time: 1922.34 ms [2021-01-21 06:20:04 main:574] : INFO : Epoch 1609 | loss: 0.0311621 | val_loss: 0.0311802 | Time: 1899.14 ms [2021-01-21 06:20:07 main:574] : INFO : Epoch 1610 | loss: 0.0311619 | val_loss: 0.0311797 | Time: 2113.78 ms [2021-01-21 06:20:09 main:574] : INFO : Epoch 1611 | loss: 0.0311622 | val_loss: 0.0311815 | Time: 1925.07 ms [2021-01-21 06:20:11 main:574] : INFO : Epoch 1612 | loss: 0.0311637 | val_loss: 0.0311785 | Time: 1933.05 ms [2021-01-21 06:20:12 main:574] : INFO : Epoch 1613 | loss: 0.0311623 | val_loss: 0.0311847 | Time: 1915.21 ms [2021-01-21 06:20:14 main:574] : INFO : Epoch 1614 | loss: 0.0311633 | val_loss: 0.0311911 | Time: 1902.48 ms [2021-01-21 06:20:16 main:574] : INFO : Epoch 1615 | loss: 0.0311624 | val_loss: 0.0311865 | Time: 1863.62 ms [2021-01-21 06:20:18 main:574] : INFO : Epoch 1616 | loss: 0.03116 | val_loss: 0.0311858 | Time: 1879.67 ms [2021-01-21 06:20:20 main:574] : INFO : Epoch 1617 | loss: 0.0311588 | val_loss: 0.0311795 | Time: 1944.03 ms [2021-01-21 06:20:22 main:574] : INFO : Epoch 1618 | loss: 0.0311633 | val_loss: 0.0311825 | Time: 2020.17 ms [2021-01-21 06:20:24 main:574] : INFO : Epoch 1619 | loss: 0.0311598 | val_loss: 0.0311781 | Time: 1906.54 ms [2021-01-21 06:20:26 main:574] : INFO : Epoch 1620 | loss: 0.0311606 | val_loss: 0.0311841 | Time: 1854.51 ms [2021-01-21 06:20:28 main:574] : INFO : Epoch 1621 | loss: 0.0311605 | val_loss: 0.0311816 | Time: 1896.13 ms [2021-01-21 06:20:30 main:574] : INFO : Epoch 1622 | loss: 0.0311626 | val_loss: 0.0311794 | Time: 1917.71 ms [2021-01-21 06:20:32 main:574] : INFO : Epoch 1623 | loss: 0.0311587 | val_loss: 0.0311781 | Time: 2042.86 ms [2021-01-21 06:20:34 main:574] : INFO : Epoch 1624 | loss: 0.0311602 | val_loss: 0.0311787 | Time: 1946.12 ms [2021-01-21 06:20:36 main:574] : INFO : Epoch 1625 | loss: 0.0311608 | val_loss: 0.0311795 | Time: 1936.58 ms [2021-01-21 06:20:38 main:574] : INFO : Epoch 1626 | loss: 0.0311602 | val_loss: 0.0311798 | Time: 1888.24 ms [2021-01-21 06:20:40 main:574] : INFO : Epoch 1627 | loss: 0.0311615 | val_loss: 0.0311802 | Time: 1893.27 ms [2021-01-21 06:20:41 main:574] : INFO : Epoch 1628 | loss: 0.0311614 | val_loss: 0.0311815 | Time: 1877.52 ms [2021-01-21 06:20:44 main:574] : INFO : Epoch 1629 | loss: 0.0311602 | val_loss: 0.0311829 | Time: 2064.93 ms [2021-01-21 06:20:45 main:574] : INFO : Epoch 1630 | loss: 0.0311663 | val_loss: 0.0311797 | Time: 1910.98 ms [2021-01-21 06:20:47 main:574] : INFO : Epoch 1631 | loss: 0.031164 | val_loss: 0.0311783 | Time: 1956 ms [2021-01-21 06:20:49 main:574] : INFO : Epoch 1632 | loss: 0.031162 | val_loss: 0.0311764 | Time: 2018.61 ms [2021-01-21 06:20:51 main:574] : INFO : Epoch 1633 | loss: 0.0311602 | val_loss: 0.0311801 | Time: 1874.12 ms [2021-01-21 06:20:53 main:574] : INFO : Epoch 1634 | loss: 0.0311617 | val_loss: 0.0311767 | Time: 1992.52 ms [2021-01-21 06:20:55 main:574] : INFO : Epoch 1635 | loss: 0.0311642 | val_loss: 0.0311766 | Time: 1865.87 ms [2021-01-21 06:20:57 main:574] : INFO : Epoch 1636 | loss: 0.0311593 | val_loss: 0.0311821 | Time: 1903.75 ms [2021-01-21 06:20:59 main:574] : INFO : Epoch 1637 | loss: 0.0311585 | val_loss: 0.0311783 | Time: 1888.99 ms [2021-01-21 06:21:01 main:574] : INFO : Epoch 1638 | loss: 0.0311608 | val_loss: 0.0311812 | Time: 1921.98 ms [2021-01-21 06:21:03 main:574] : INFO : Epoch 1639 | loss: 0.0311614 | val_loss: 0.0311836 | Time: 2069.39 ms [2021-01-21 06:21:05 main:574] : INFO : Epoch 1640 | loss: 0.0311595 | val_loss: 0.0311787 | Time: 1935.78 ms [2021-01-21 06:21:07 main:574] : INFO : Epoch 1641 | loss: 0.0311598 | val_loss: 0.0311784 | Time: 1862.3 ms [2021-01-21 06:21:09 main:574] : INFO : Epoch 1642 | loss: 0.0311588 | val_loss: 0.0311816 | Time: 1920.56 ms [2021-01-21 06:21:11 main:574] : INFO : Epoch 1643 | loss: 0.0311585 | val_loss: 0.0311804 | Time: 1890.14 ms [2021-01-21 06:21:13 main:574] : INFO : Epoch 1644 | loss: 0.0311576 | val_loss: 0.0311823 | Time: 1851.03 ms [2021-01-21 06:21:15 main:574] : INFO : Epoch 1645 | loss: 0.0311561 | val_loss: 0.0311804 | Time: 1873.11 ms [2021-01-21 06:21:16 main:574] : INFO : Epoch 1646 | loss: 0.0311554 | val_loss: 0.0311796 | Time: 1903.28 ms [2021-01-21 06:21:19 main:574] : INFO : Epoch 1647 | loss: 0.0311559 | val_loss: 0.0311784 | Time: 2063.71 ms [2021-01-21 06:21:20 main:574] : INFO : Epoch 1648 | loss: 0.0311579 | val_loss: 0.0311811 | Time: 1950.04 ms [2021-01-21 06:21:22 main:574] : INFO : Epoch 1649 | loss: 0.0311581 | val_loss: 0.0311837 | Time: 1864.02 ms [2021-01-21 06:21:24 main:574] : INFO : Epoch 1650 | loss: 0.0311584 | val_loss: 0.0311828 | Time: 1920.44 ms [2021-01-21 06:21:26 main:574] : INFO : Epoch 1651 | loss: 0.0311588 | val_loss: 0.0311898 | Time: 1897.81 ms [2021-01-21 06:21:28 main:574] : INFO : Epoch 1652 | loss: 0.0311608 | val_loss: 0.0311984 | Time: 1903.51 ms [2021-01-21 06:21:30 main:574] : INFO : Epoch 1653 | loss: 0.0311617 | val_loss: 0.0311815 | Time: 1987 ms [2021-01-21 06:21:32 main:574] : INFO : Epoch 1654 | loss: 0.0311586 | val_loss: 0.0311892 | Time: 1897.62 ms [2021-01-21 06:21:34 main:574] : INFO : Epoch 1655 | loss: 0.0311685 | val_loss: 0.0311968 | Time: 1985.35 ms [2021-01-21 06:21:36 main:574] : INFO : Epoch 1656 | loss: 0.0311607 | val_loss: 0.0311832 | Time: 2091.46 ms [2021-01-21 06:21:38 main:574] : INFO : Epoch 1657 | loss: 0.0311559 | val_loss: 0.0311828 | Time: 1998.45 ms [2021-01-21 06:21:40 main:574] : INFO : Epoch 1658 | loss: 0.0311602 | val_loss: 0.0311903 | Time: 1886.44 ms [2021-01-21 06:21:42 main:574] : INFO : Epoch 1659 | loss: 0.0311671 | val_loss: 0.031184 | Time: 2001.36 ms [2021-01-21 06:21:44 main:574] : INFO : Epoch 1660 | loss: 0.0311719 | val_loss: 0.0311795 | Time: 1883.46 ms [2021-01-21 06:21:46 main:574] : INFO : Epoch 1661 | loss: 0.0311673 | val_loss: 0.0311805 | Time: 1874.82 ms [2021-01-21 06:21:48 main:574] : INFO : Epoch 1662 | loss: 0.0311647 | val_loss: 0.0311784 | Time: 1889.81 ms [2021-01-21 06:21:50 main:574] : INFO : Epoch 1663 | loss: 0.0311625 | val_loss: 0.03118 | Time: 1893.49 ms [2021-01-21 06:21:52 main:574] : INFO : Epoch 1664 | loss: 0.0311625 | val_loss: 0.0311843 | Time: 1860.06 ms [2021-01-21 06:21:54 main:574] : INFO : Epoch 1665 | loss: 0.031161 | val_loss: 0.0311818 | Time: 1936.23 ms [2021-01-21 06:21:55 main:574] : INFO : Epoch 1666 | loss: 0.0311623 | val_loss: 0.0311828 | Time: 1890.28 ms [2021-01-21 06:21:57 main:574] : INFO : Epoch 1667 | loss: 0.0311623 | val_loss: 0.0311833 | Time: 1902.76 ms [2021-01-21 06:21:59 main:574] : INFO : Epoch 1668 | loss: 0.0311631 | val_loss: 0.0311827 | Time: 2060.29 ms [2021-01-21 06:22:01 main:574] : INFO : Epoch 1669 | loss: 0.0311634 | val_loss: 0.0311831 | Time: 2000.8 ms [2021-01-21 06:22:03 main:574] : INFO : Epoch 1670 | loss: 0.0311656 | val_loss: 0.0311852 | Time: 1904.43 ms [2021-01-21 06:22:05 main:574] : INFO : Epoch 1671 | loss: 0.0311623 | val_loss: 0.0311822 | Time: 1970.98 ms [2021-01-21 06:22:07 main:574] : INFO : Epoch 1672 | loss: 0.0311615 | val_loss: 0.0311799 | Time: 2004.44 ms [2021-01-21 06:22:09 main:574] : INFO : Epoch 1673 | loss: 0.0311603 | val_loss: 0.0311817 | Time: 1865.99 ms [2021-01-21 06:22:11 main:574] : INFO : Epoch 1674 | loss: 0.0311598 | val_loss: 0.031179 | Time: 1936.14 ms [2021-01-21 06:22:13 main:574] : INFO : Epoch 1675 | loss: 0.0311601 | val_loss: 0.0311812 | Time: 1877.12 ms [2021-01-21 06:22:15 main:574] : INFO : Epoch 1676 | loss: 0.0311603 | val_loss: 0.0311835 | Time: 1932.85 ms [2021-01-21 06:22:17 main:574] : INFO : Epoch 1677 | loss: 0.0311607 | val_loss: 0.0311816 | Time: 1904.21 ms [2021-01-21 06:22:19 main:574] : INFO : Epoch 1678 | loss: 0.0311598 | val_loss: 0.0311882 | Time: 1901.87 ms [2021-01-21 06:22:21 main:574] : INFO : Epoch 1679 | loss: 0.0311592 | val_loss: 0.0311801 | Time: 1892.27 ms [2021-01-21 06:22:23 main:574] : INFO : Epoch 1680 | loss: 0.0311608 | val_loss: 0.0311823 | Time: 1931.05 ms [2021-01-21 06:22:25 main:574] : INFO : Epoch 1681 | loss: 0.03116 | val_loss: 0.0311834 | Time: 1858.62 ms [2021-01-21 06:22:27 main:574] : INFO : Epoch 1682 | loss: 0.0311579 | val_loss: 0.0311793 | Time: 1857.94 ms [2021-01-21 06:22:29 main:574] : INFO : Epoch 1683 | loss: 0.0311558 | val_loss: 0.0311829 | Time: 1945.88 ms [2021-01-21 06:22:30 main:574] : INFO : Epoch 1684 | loss: 0.0311604 | val_loss: 0.0311818 | Time: 1923.09 ms [2021-01-21 06:22:32 main:574] : INFO : Epoch 1685 | loss: 0.0311571 | val_loss: 0.0311835 | Time: 1911.31 ms [2021-01-21 06:22:34 main:574] : INFO : Epoch 1686 | loss: 0.0311574 | val_loss: 0.0311881 | Time: 1886.35 ms [2021-01-21 06:22:36 main:574] : INFO : Epoch 1687 | loss: 0.031162 | val_loss: 0.031184 | Time: 1918.83 ms [2021-01-21 06:22:38 main:574] : INFO : Epoch 1688 | loss: 0.0311661 | val_loss: 0.0311804 | Time: 1960.47 ms [2021-01-21 06:22:40 main:574] : INFO : Epoch 1689 | loss: 0.0311596 | val_loss: 0.0311914 | Time: 1864.41 ms [2021-01-21 06:22:42 main:574] : INFO : Epoch 1690 | loss: 0.0311604 | val_loss: 0.0311852 | Time: 1872.39 ms [2021-01-21 06:22:44 main:574] : INFO : Epoch 1691 | loss: 0.031158 | val_loss: 0.031179 | Time: 1980.39 ms [2021-01-21 06:22:46 main:574] : INFO : Epoch 1692 | loss: 0.0311576 | val_loss: 0.0311813 | Time: 1926.77 ms [2021-01-21 06:22:48 main:574] : INFO : Epoch 1693 | loss: 0.031157 | val_loss: 0.0311851 | Time: 1975.86 ms [2021-01-21 06:22:50 main:574] : INFO : Epoch 1694 | loss: 0.031159 | val_loss: 0.0311921 | Time: 1871.43 ms [2021-01-21 06:22:52 main:574] : INFO : Epoch 1695 | loss: 0.0311593 | val_loss: 0.0311808 | Time: 1877.74 ms [2021-01-21 06:22:54 main:574] : INFO : Epoch 1696 | loss: 0.0311561 | val_loss: 0.0311805 | Time: 1871.73 ms [2021-01-21 06:22:56 main:574] : INFO : Epoch 1697 | loss: 0.0311573 | val_loss: 0.0311864 | Time: 1879.73 ms [2021-01-21 06:22:58 main:574] : INFO : Epoch 1698 | loss: 0.0311605 | val_loss: 0.0311795 | Time: 1891.57 ms [2021-01-21 06:23:00 main:574] : INFO : Epoch 1699 | loss: 0.0311583 | val_loss: 0.0311804 | Time: 1885.57 ms [2021-01-21 06:23:01 main:574] : INFO : Epoch 1700 | loss: 0.0311579 | val_loss: 0.0311796 | Time: 1877.52 ms [2021-01-21 06:23:03 main:574] : INFO : Epoch 1701 | loss: 0.0311564 | val_loss: 0.0311819 | Time: 1874.2 ms [2021-01-21 06:23:05 main:574] : INFO : Epoch 1702 | loss: 0.0311581 | val_loss: 0.031181 | Time: 1938.1 ms [2021-01-21 06:23:07 main:574] : INFO : Epoch 1703 | loss: 0.031156 | val_loss: 0.0311828 | Time: 1858.95 ms [2021-01-21 06:23:09 main:574] : INFO : Epoch 1704 | loss: 0.0311601 | val_loss: 0.031188 | Time: 1870.9 ms [2021-01-21 06:23:11 main:574] : INFO : Epoch 1705 | loss: 0.0311618 | val_loss: 0.0311815 | Time: 2043.37 ms [2021-01-21 06:23:13 main:574] : INFO : Epoch 1706 | loss: 0.0311559 | val_loss: 0.031184 | Time: 1881.29 ms [2021-01-21 06:23:15 main:574] : INFO : Epoch 1707 | loss: 0.0311559 | val_loss: 0.0311812 | Time: 2114.3 ms [2021-01-21 06:23:17 main:574] : INFO : Epoch 1708 | loss: 0.0311534 | val_loss: 0.0311824 | Time: 2049.14 ms [2021-01-21 06:23:19 main:574] : INFO : Epoch 1709 | loss: 0.0311542 | val_loss: 0.0311844 | Time: 1884.19 ms [2021-01-21 06:23:21 main:574] : INFO : Epoch 1710 | loss: 0.0311547 | val_loss: 0.0311814 | Time: 1932.27 ms [2021-01-21 06:23:23 main:574] : INFO : Epoch 1711 | loss: 0.0311566 | val_loss: 0.0311819 | Time: 1912.01 ms [2021-01-21 06:23:25 main:574] : INFO : Epoch 1712 | loss: 0.0311547 | val_loss: 0.0311796 | Time: 1927.57 ms [2021-01-21 06:23:27 main:574] : INFO : Epoch 1713 | loss: 0.0311554 | val_loss: 0.0311856 | Time: 1958.75 ms [2021-01-21 06:23:29 main:574] : INFO : Epoch 1714 | loss: 0.0311557 | val_loss: 0.0311792 | Time: 1932.03 ms [2021-01-21 06:23:31 main:574] : INFO : Epoch 1715 | loss: 0.0311543 | val_loss: 0.0312031 | Time: 1893.21 ms [2021-01-21 06:23:33 main:574] : INFO : Epoch 1716 | loss: 0.0311586 | val_loss: 0.0311798 | Time: 1949.42 ms [2021-01-21 06:23:35 main:574] : INFO : Epoch 1717 | loss: 0.0311553 | val_loss: 0.0311885 | Time: 1925.38 ms [2021-01-21 06:23:37 main:574] : INFO : Epoch 1718 | loss: 0.0311606 | val_loss: 0.03118 | Time: 1909.2 ms [2021-01-21 06:23:39 main:574] : INFO : Epoch 1719 | loss: 0.0311555 | val_loss: 0.0311849 | Time: 1927.46 ms [2021-01-21 06:23:41 main:574] : INFO : Epoch 1720 | loss: 0.0311565 | val_loss: 0.0311877 | Time: 1991.98 ms [2021-01-21 06:23:43 main:574] : INFO : Epoch 1721 | loss: 0.0311552 | val_loss: 0.031183 | Time: 1918.13 ms [2021-01-21 06:23:45 main:574] : INFO : Epoch 1722 | loss: 0.0311574 | val_loss: 0.0311849 | Time: 2026.52 ms [2021-01-21 06:23:47 main:574] : INFO : Epoch 1723 | loss: 0.0311571 | val_loss: 0.0311983 | Time: 1919.91 ms [2021-01-21 06:23:49 main:574] : INFO : Epoch 1724 | loss: 0.0311552 | val_loss: 0.0311848 | Time: 1864.06 ms [2021-01-21 06:23:51 main:574] : INFO : Epoch 1725 | loss: 0.0311535 | val_loss: 0.0311856 | Time: 1863.71 ms [2021-01-21 06:23:52 main:574] : INFO : Epoch 1726 | loss: 0.0311541 | val_loss: 0.0311807 | Time: 1865.42 ms [2021-01-21 06:23:54 main:574] : INFO : Epoch 1727 | loss: 0.0311577 | val_loss: 0.0311824 | Time: 1876.11 ms [2021-01-21 06:23:56 main:574] : INFO : Epoch 1728 | loss: 0.0311554 | val_loss: 0.0311872 | Time: 1859.4 ms [2021-01-21 06:23:58 main:574] : INFO : Epoch 1729 | loss: 0.0311567 | val_loss: 0.0311796 | Time: 1981.49 ms [2021-01-21 06:24:00 main:574] : INFO : Epoch 1730 | loss: 0.0311567 | val_loss: 0.0311843 | Time: 1983.85 ms [2021-01-21 06:24:02 main:574] : INFO : Epoch 1731 | loss: 0.031158 | val_loss: 0.0311794 | Time: 2106.66 ms [2021-01-21 06:24:04 main:574] : INFO : Epoch 1732 | loss: 0.031158 | val_loss: 0.0311849 | Time: 2025.33 ms [2021-01-21 06:24:06 main:574] : INFO : Epoch 1733 | loss: 0.0311548 | val_loss: 0.0311854 | Time: 1873.3 ms [2021-01-21 06:24:08 main:574] : INFO : Epoch 1734 | loss: 0.0311565 | val_loss: 0.0311897 | Time: 2008.56 ms [2021-01-21 06:24:10 main:574] : INFO : Epoch 1735 | loss: 0.0311573 | val_loss: 0.0311935 | Time: 1867.63 ms [2021-01-21 06:24:12 main:574] : INFO : Epoch 1736 | loss: 0.0311571 | val_loss: 0.0311913 | Time: 1907.7 ms [2021-01-21 06:24:14 main:574] : INFO : Epoch 1737 | loss: 0.0311621 | val_loss: 0.0311947 | Time: 1902.65 ms [2021-01-21 06:24:16 main:574] : INFO : Epoch 1738 | loss: 0.0311571 | val_loss: 0.0311914 | Time: 1888.91 ms [2021-01-21 06:24:18 main:574] : INFO : Epoch 1739 | loss: 0.031158 | val_loss: 0.0311856 | Time: 1856.6 ms [2021-01-21 06:24:20 main:574] : INFO : Epoch 1740 | loss: 0.0311595 | val_loss: 0.0311865 | Time: 1943.76 ms [2021-01-21 06:24:22 main:574] : INFO : Epoch 1741 | loss: 0.0311596 | val_loss: 0.0311873 | Time: 2026.21 ms [2021-01-21 06:24:24 main:574] : INFO : Epoch 1742 | loss: 0.0311584 | val_loss: 0.031181 | Time: 1945.84 ms [2021-01-21 06:24:26 main:574] : INFO : Epoch 1743 | loss: 0.0311586 | val_loss: 0.0311823 | Time: 2039.84 ms [2021-01-21 06:24:28 main:574] : INFO : Epoch 1744 | loss: 0.0311578 | val_loss: 0.0311808 | Time: 1869.63 ms [2021-01-21 06:24:30 main:574] : INFO : Epoch 1745 | loss: 0.031157 | val_loss: 0.0311814 | Time: 1871.22 ms [2021-01-21 06:24:32 main:574] : INFO : Epoch 1746 | loss: 0.0311577 | val_loss: 0.0311831 | Time: 1862.31 ms [2021-01-21 06:24:34 main:574] : INFO : Epoch 1747 | loss: 0.0311585 | val_loss: 0.0311812 | Time: 1923.34 ms [2021-01-21 06:24:36 main:574] : INFO : Epoch 1748 | loss: 0.0311581 | val_loss: 0.0311834 | Time: 1922.35 ms [2021-01-21 06:24:38 main:574] : INFO : Epoch 1749 | loss: 0.0311581 | val_loss: 0.0311807 | Time: 1956.7 ms [2021-01-21 06:24:40 main:574] : INFO : Epoch 1750 | loss: 0.0311595 | val_loss: 0.0311802 | Time: 1906.46 ms [2021-01-21 06:24:42 main:574] : INFO : Epoch 1751 | loss: 0.0311584 | val_loss: 0.0311807 | Time: 1940.32 ms [2021-01-21 06:24:44 main:574] : INFO : Epoch 1752 | loss: 0.0311591 | val_loss: 0.0311815 | Time: 1885.42 ms [2021-01-21 06:24:45 main:574] : INFO : Epoch 1753 | loss: 0.031159 | val_loss: 0.0311799 | Time: 1886.32 ms [2021-01-21 06:24:47 main:574] : INFO : Epoch 1754 | loss: 0.0311602 | val_loss: 0.0311839 | Time: 1864.83 ms [2021-01-21 06:24:49 main:574] : INFO : Epoch 1755 | loss: 0.0311577 | val_loss: 0.0311849 | Time: 1948.73 ms [2021-01-21 06:24:51 main:574] : INFO : Epoch 1756 | loss: 0.0311599 | val_loss: 0.0311811 | Time: 1933.05 ms [2021-01-21 06:24:53 main:574] : INFO : Epoch 1757 | loss: 0.0311594 | val_loss: 0.0311839 | Time: 1886.53 ms [2021-01-21 06:24:55 main:574] : INFO : Epoch 1758 | loss: 0.0311572 | val_loss: 0.0311779 | Time: 1967.79 ms [2021-01-21 06:24:57 main:574] : INFO : Epoch 1759 | loss: 0.0311628 | val_loss: 0.031178 | Time: 1971.25 ms [2021-01-21 06:24:59 main:574] : INFO : Epoch 1760 | loss: 0.0311603 | val_loss: 0.0311807 | Time: 1923.9 ms [2021-01-21 06:25:01 main:574] : INFO : Epoch 1761 | loss: 0.0311624 | val_loss: 0.0311795 | Time: 2061.13 ms [2021-01-21 06:25:03 main:574] : INFO : Epoch 1762 | loss: 0.0311633 | val_loss: 0.0311795 | Time: 1882.9 ms [2021-01-21 06:25:05 main:574] : INFO : Epoch 1763 | loss: 0.0311617 | val_loss: 0.0311783 | Time: 1897.19 ms [2021-01-21 06:25:07 main:574] : INFO : Epoch 1764 | loss: 0.0311612 | val_loss: 0.0311771 | Time: 1890.82 ms [2021-01-21 06:25:09 main:574] : INFO : Epoch 1765 | loss: 0.0311602 | val_loss: 0.0311774 | Time: 1926.13 ms [2021-01-21 06:25:11 main:574] : INFO : Epoch 1766 | loss: 0.0311604 | val_loss: 0.0311773 | Time: 1854.46 ms [2021-01-21 06:25:13 main:574] : INFO : Epoch 1767 | loss: 0.0311712 | val_loss: 0.0311772 | Time: 1921.36 ms [2021-01-21 06:25:15 main:574] : INFO : Epoch 1768 | loss: 0.0311759 | val_loss: 0.0311767 | Time: 1875.3 ms [2021-01-21 06:25:17 main:574] : INFO : Epoch 1769 | loss: 0.0311723 | val_loss: 0.031178 | Time: 1954.82 ms [2021-01-21 06:25:19 main:574] : INFO : Epoch 1770 | loss: 0.0311742 | val_loss: 0.0311847 | Time: 1910.31 ms [2021-01-21 06:25:21 main:574] : INFO : Epoch 1771 | loss: 0.0311746 | val_loss: 0.031181 | Time: 1863.43 ms [2021-01-21 06:25:23 main:574] : INFO : Epoch 1772 | loss: 0.0311728 | val_loss: 0.0311805 | Time: 1932.63 ms [2021-01-21 06:25:24 main:574] : INFO : Epoch 1773 | loss: 0.0311717 | val_loss: 0.031179 | Time: 1898.79 ms [2021-01-21 06:25:26 main:574] : INFO : Epoch 1774 | loss: 0.0311674 | val_loss: 0.0311824 | Time: 1941.67 ms [2021-01-21 06:25:28 main:574] : INFO : Epoch 1775 | loss: 0.03117 | val_loss: 0.0311825 | Time: 1915.3 ms [2021-01-21 06:25:30 main:574] : INFO : Epoch 1776 | loss: 0.0311676 | val_loss: 0.0311821 | Time: 1869.13 ms [2021-01-21 06:25:32 main:574] : INFO : Epoch 1777 | loss: 0.0311694 | val_loss: 0.0311791 | Time: 1919.33 ms [2021-01-21 06:25:34 main:574] : INFO : Epoch 1778 | loss: 0.0311699 | val_loss: 0.0311887 | Time: 1939.99 ms [2021-01-21 06:25:36 main:574] : INFO : Epoch 1779 | loss: 0.0311715 | val_loss: 0.0311841 | Time: 1956.8 ms [2021-01-21 06:25:38 main:574] : INFO : Epoch 1780 | loss: 0.0311692 | val_loss: 0.0311758 | Time: 2042.07 ms [2021-01-21 06:25:40 main:574] : INFO : Epoch 1781 | loss: 0.0311668 | val_loss: 0.0311755 | Time: 1888.9 ms [2021-01-21 06:25:42 main:574] : INFO : Epoch 1782 | loss: 0.0311665 | val_loss: 0.0311741 | Time: 1983.57 ms [2021-01-21 06:25:44 main:574] : INFO : Epoch 1783 | loss: 0.0311648 | val_loss: 0.0311759 | Time: 1901.24 ms [2021-01-21 06:25:46 main:574] : INFO : Epoch 1784 | loss: 0.0311685 | val_loss: 0.0311753 | Time: 2002.57 ms [2021-01-21 06:25:48 main:574] : INFO : Epoch 1785 | loss: 0.0311647 | val_loss: 0.0311741 | Time: 1962.94 ms [2021-01-21 06:25:50 main:574] : INFO : Epoch 1786 | loss: 0.0311664 | val_loss: 0.0311735 | Time: 2014.48 ms [2021-01-21 06:25:52 main:574] : INFO : Epoch 1787 | loss: 0.0311659 | val_loss: 0.0311764 | Time: 1878.4 ms [2021-01-21 06:25:54 main:574] : INFO : Epoch 1788 | loss: 0.0311625 | val_loss: 0.0311754 | Time: 1895.36 ms [2021-01-21 06:25:56 main:574] : INFO : Epoch 1789 | loss: 0.0311628 | val_loss: 0.0311746 | Time: 1867.86 ms [2021-01-21 06:25:58 main:574] : INFO : Epoch 1790 | loss: 0.0311624 | val_loss: 0.0311743 | Time: 1922.27 ms [2021-01-21 06:26:00 main:574] : INFO : Epoch 1791 | loss: 0.0311625 | val_loss: 0.0311759 | Time: 1892.23 ms [2021-01-21 06:26:02 main:574] : INFO : Epoch 1792 | loss: 0.031165 | val_loss: 0.0311747 | Time: 1926.63 ms [2021-01-21 06:26:04 main:574] : INFO : Epoch 1793 | loss: 0.0311621 | val_loss: 0.0311766 | Time: 2036.06 ms [2021-01-21 06:26:06 main:574] : INFO : Epoch 1794 | loss: 0.0311616 | val_loss: 0.0311752 | Time: 1965.78 ms [2021-01-21 06:26:08 main:574] : INFO : Epoch 1795 | loss: 0.0311635 | val_loss: 0.0311764 | Time: 1991.11 ms [2021-01-21 06:26:10 main:574] : INFO : Epoch 1796 | loss: 0.0311644 | val_loss: 0.0311724 | Time: 1975.31 ms [2021-01-21 06:26:12 main:574] : INFO : Epoch 1797 | loss: 0.0311657 | val_loss: 0.0311707 | Time: 1914.02 ms [2021-01-21 06:26:14 main:574] : INFO : Epoch 1798 | loss: 0.0311655 | val_loss: 0.0311739 | Time: 1899.84 ms [2021-01-21 06:26:16 main:574] : INFO : Epoch 1799 | loss: 0.0311671 | val_loss: 0.0311729 | Time: 1926.98 ms [2021-01-21 06:26:18 main:574] : INFO : Epoch 1800 | loss: 0.0311657 | val_loss: 0.0311746 | Time: 1872.85 ms [2021-01-21 06:26:20 main:574] : INFO : Epoch 1801 | loss: 0.031171 | val_loss: 0.0311898 | Time: 1908.27 ms [2021-01-21 06:26:22 main:574] : INFO : Epoch 1802 | loss: 0.0343104 | val_loss: 0.0315523 | Time: 1873.9 ms [2021-01-21 06:26:24 main:574] : INFO : Epoch 1803 | loss: 0.0331425 | val_loss: 0.0318975 | Time: 1944.63 ms [2021-01-21 06:26:25 main:574] : INFO : Epoch 1804 | loss: 0.0314408 | val_loss: 0.0312716 | Time: 1870.07 ms [2021-01-21 06:26:27 main:574] : INFO : Epoch 1805 | loss: 0.0312338 | val_loss: 0.0312073 | Time: 1904.78 ms [2021-01-21 06:26:29 main:574] : INFO : Epoch 1806 | loss: 0.0311932 | val_loss: 0.0311842 | Time: 1898.17 ms [2021-01-21 06:26:31 main:574] : INFO : Epoch 1807 | loss: 0.0311849 | val_loss: 0.0311829 | Time: 1934.93 ms [2021-01-21 06:26:33 main:574] : INFO : Epoch 1808 | loss: 0.0311861 | val_loss: 0.0311893 | Time: 1887.99 ms [2021-01-21 06:26:35 main:574] : INFO : Epoch 1809 | loss: 0.031185 | val_loss: 0.0311804 | Time: 1912.47 ms [2021-01-21 06:26:37 main:574] : INFO : Epoch 1810 | loss: 0.0311819 | val_loss: 0.0311855 | Time: 1967.62 ms [2021-01-21 06:26:39 main:574] : INFO : Epoch 1811 | loss: 0.0311799 | val_loss: 0.0311776 | Time: 1930.47 ms [2021-01-21 06:26:41 main:574] : INFO : Epoch 1812 | loss: 0.0311787 | val_loss: 0.0311774 | Time: 1901.42 ms [2021-01-21 06:26:43 main:574] : INFO : Epoch 1813 | loss: 0.0311769 | val_loss: 0.0311764 | Time: 1982.57 ms [2021-01-21 06:26:45 main:574] : INFO : Epoch 1814 | loss: 0.031177 | val_loss: 0.031175 | Time: 1957.84 ms [2021-01-21 06:26:47 main:574] : INFO : Epoch 1815 | loss: 0.0311751 | val_loss: 0.0311818 | Time: 1919.56 ms [2021-01-21 06:26:49 main:574] : INFO : Epoch 1816 | loss: 0.0311771 | val_loss: 0.031176 | Time: 1866.97 ms [2021-01-21 06:26:51 main:574] : INFO : Epoch 1817 | loss: 0.0311734 | val_loss: 0.0311731 | Time: 1882.26 ms [2021-01-21 06:26:53 main:574] : INFO : Epoch 1818 | loss: 0.0311719 | val_loss: 0.0311727 | Time: 1909.6 ms [2021-01-21 06:26:55 main:574] : INFO : Epoch 1819 | loss: 0.0311728 | val_loss: 0.0311894 | Time: 1920.71 ms [2021-01-21 06:26:57 main:574] : INFO : Epoch 1820 | loss: 0.0311767 | val_loss: 0.0311747 | Time: 1917.88 ms [2021-01-21 06:26:59 main:574] : INFO : Epoch 1821 | loss: 0.0311726 | val_loss: 0.0311734 | Time: 1928.53 ms [2021-01-21 06:27:01 main:574] : INFO : Epoch 1822 | loss: 0.031172 | val_loss: 0.0311729 | Time: 1905.85 ms [2021-01-21 06:27:03 main:574] : INFO : Epoch 1823 | loss: 0.0311722 | val_loss: 0.031176 | Time: 1912.97 ms [2021-01-21 06:27:04 main:574] : INFO : Epoch 1824 | loss: 0.0311712 | val_loss: 0.0311706 | Time: 1914.6 ms [2021-01-21 06:27:06 main:574] : INFO : Epoch 1825 | loss: 0.0311705 | val_loss: 0.0311718 | Time: 1887.08 ms [2021-01-21 06:27:08 main:574] : INFO : Epoch 1826 | loss: 0.0311696 | val_loss: 0.0311735 | Time: 1996.69 ms [2021-01-21 06:27:10 main:574] : INFO : Epoch 1827 | loss: 0.0311695 | val_loss: 0.0311727 | Time: 1987.39 ms [2021-01-21 06:27:12 main:574] : INFO : Epoch 1828 | loss: 0.031171 | val_loss: 0.0311741 | Time: 1896.14 ms [2021-01-21 06:27:14 main:574] : INFO : Epoch 1829 | loss: 0.031171 | val_loss: 0.031182 | Time: 1885.35 ms [2021-01-21 06:27:16 main:574] : INFO : Epoch 1830 | loss: 0.031175 | val_loss: 0.0311733 | Time: 2011.36 ms [2021-01-21 06:27:18 main:574] : INFO : Epoch 1831 | loss: 0.0311703 | val_loss: 0.0311727 | Time: 2099.2 ms [2021-01-21 06:27:20 main:574] : INFO : Epoch 1832 | loss: 0.0311675 | val_loss: 0.031172 | Time: 1917.03 ms [2021-01-21 06:27:22 main:574] : INFO : Epoch 1833 | loss: 0.0311679 | val_loss: 0.0311732 | Time: 1926.57 ms [2021-01-21 06:27:24 main:574] : INFO : Epoch 1834 | loss: 0.0311661 | val_loss: 0.031171 | Time: 1882.04 ms [2021-01-21 06:27:26 main:574] : INFO : Epoch 1835 | loss: 0.0311663 | val_loss: 0.0311723 | Time: 1956.96 ms [2021-01-21 06:27:28 main:574] : INFO : Epoch 1836 | loss: 0.0311662 | val_loss: 0.0311737 | Time: 1880.47 ms [2021-01-21 06:27:30 main:574] : INFO : Epoch 1837 | loss: 0.0311671 | val_loss: 0.0311719 | Time: 1941.57 ms [2021-01-21 06:27:32 main:574] : INFO : Epoch 1838 | loss: 0.0311657 | val_loss: 0.0311716 | Time: 1863.78 ms [2021-01-21 06:27:34 main:574] : INFO : Epoch 1839 | loss: 0.0311659 | val_loss: 0.0311733 | Time: 1872.49 ms [2021-01-21 06:27:36 main:574] : INFO : Epoch 1840 | loss: 0.0311652 | val_loss: 0.0311733 | Time: 1905.58 ms [2021-01-21 06:27:38 main:574] : INFO : Epoch 1841 | loss: 0.0311661 | val_loss: 0.0311714 | Time: 1897.1 ms [2021-01-21 06:27:40 main:574] : INFO : Epoch 1842 | loss: 0.031166 | val_loss: 0.0311734 | Time: 1881.2 ms [2021-01-21 06:27:42 main:574] : INFO : Epoch 1843 | loss: 0.0311644 | val_loss: 0.0311726 | Time: 1886.74 ms [2021-01-21 06:27:44 main:574] : INFO : Epoch 1844 | loss: 0.0311645 | val_loss: 0.0311737 | Time: 1930.55 ms [2021-01-21 06:27:46 main:574] : INFO : Epoch 1845 | loss: 0.0311654 | val_loss: 0.0311738 | Time: 1906.25 ms [2021-01-21 06:27:48 main:574] : INFO : Epoch 1846 | loss: 0.0311655 | val_loss: 0.0311713 | Time: 1904.26 ms [2021-01-21 06:27:50 main:574] : INFO : Epoch 1847 | loss: 0.0311634 | val_loss: 0.0311736 | Time: 1955.77 ms [2021-01-21 06:27:51 main:574] : INFO : Epoch 1848 | loss: 0.0311629 | val_loss: 0.0311735 | Time: 1911.99 ms [2021-01-21 06:27:54 main:574] : INFO : Epoch 1849 | loss: 0.0311628 | val_loss: 0.0311793 | Time: 2046.05 ms [2021-01-21 06:27:56 main:574] : INFO : Epoch 1850 | loss: 0.031164 | val_loss: 0.0311763 | Time: 1915.89 ms [2021-01-21 06:27:57 main:574] : INFO : Epoch 1851 | loss: 0.0311618 | val_loss: 0.0311743 | Time: 1942.79 ms [2021-01-21 06:27:59 main:574] : INFO : Epoch 1852 | loss: 0.0311629 | val_loss: 0.0311742 | Time: 1982.77 ms [2021-01-21 06:28:01 main:574] : INFO : Epoch 1853 | loss: 0.0311651 | val_loss: 0.0311716 | Time: 1883.76 ms [2021-01-21 06:28:03 main:574] : INFO : Epoch 1854 | loss: 0.0311641 | val_loss: 0.0311757 | Time: 1915.98 ms [2021-01-21 06:28:05 main:574] : INFO : Epoch 1855 | loss: 0.0311645 | val_loss: 0.0311764 | Time: 1879.65 ms [2021-01-21 06:28:07 main:574] : INFO : Epoch 1856 | loss: 0.0311638 | val_loss: 0.0311765 | Time: 1923.01 ms [2021-01-21 06:28:09 main:574] : INFO : Epoch 1857 | loss: 0.0311635 | val_loss: 0.0311796 | Time: 2078.1 ms [2021-01-21 06:28:11 main:574] : INFO : Epoch 1858 | loss: 0.0311629 | val_loss: 0.0311774 | Time: 1885.54 ms [2021-01-21 06:28:13 main:574] : INFO : Epoch 1859 | loss: 0.0311622 | val_loss: 0.0311774 | Time: 2010.99 ms [2021-01-21 06:28:15 main:574] : INFO : Epoch 1860 | loss: 0.0311629 | val_loss: 0.0311781 | Time: 2014.86 ms [2021-01-21 06:28:17 main:574] : INFO : Epoch 1861 | loss: 0.0311628 | val_loss: 0.0311784 | Time: 1950.91 ms [2021-01-21 06:28:19 main:574] : INFO : Epoch 1862 | loss: 0.0311609 | val_loss: 0.0311785 | Time: 1962.67 ms [2021-01-21 06:28:21 main:574] : INFO : Epoch 1863 | loss: 0.0311598 | val_loss: 0.0311771 | Time: 1866.15 ms [2021-01-21 06:28:23 main:574] : INFO : Epoch 1864 | loss: 0.0311605 | val_loss: 0.0311748 | Time: 1911.38 ms [2021-01-21 06:28:25 main:574] : INFO : Epoch 1865 | loss: 0.0311601 | val_loss: 0.031174 | Time: 1888.35 ms [2021-01-21 06:28:27 main:574] : INFO : Epoch 1866 | loss: 0.0311591 | val_loss: 0.0311742 | Time: 1909.59 ms [2021-01-21 06:28:29 main:574] : INFO : Epoch 1867 | loss: 0.0311618 | val_loss: 0.0311772 | Time: 1914.42 ms [2021-01-21 06:28:31 main:574] : INFO : Epoch 1868 | loss: 0.0311626 | val_loss: 0.0311753 | Time: 1953.29 ms [2021-01-21 06:28:33 main:574] : INFO : Epoch 1869 | loss: 0.0311598 | val_loss: 0.0311719 | Time: 1851.43 ms [2021-01-21 06:28:35 main:574] : INFO : Epoch 1870 | loss: 0.0311607 | val_loss: 0.0311729 | Time: 1878.85 ms [2021-01-21 06:28:37 main:574] : INFO : Epoch 1871 | loss: 0.0311592 | val_loss: 0.0311724 | Time: 1953.1 ms [2021-01-21 06:28:39 main:574] : INFO : Epoch 1872 | loss: 0.0311588 | val_loss: 0.031173 | Time: 2004.48 ms [2021-01-21 06:28:41 main:574] : INFO : Epoch 1873 | loss: 0.0311603 | val_loss: 0.0311768 | Time: 1904.77 ms [2021-01-21 06:28:43 main:574] : INFO : Epoch 1874 | loss: 0.0311592 | val_loss: 0.0311723 | Time: 1946.16 ms [2021-01-21 06:28:45 main:574] : INFO : Epoch 1875 | loss: 0.0311583 | val_loss: 0.031172 | Time: 1944.66 ms [2021-01-21 06:28:47 main:574] : INFO : Epoch 1876 | loss: 0.0311577 | val_loss: 0.0311746 | Time: 1886.99 ms [2021-01-21 06:28:49 main:574] : INFO : Epoch 1877 | loss: 0.0311592 | val_loss: 0.0311747 | Time: 1925.57 ms [2021-01-21 06:28:50 main:574] : INFO : Epoch 1878 | loss: 0.0311591 | val_loss: 0.0311738 | Time: 1859.23 ms [2021-01-21 06:28:52 main:574] : INFO : Epoch 1879 | loss: 0.031159 | val_loss: 0.0311727 | Time: 1905.19 ms [2021-01-21 06:28:54 main:574] : INFO : Epoch 1880 | loss: 0.0311564 | val_loss: 0.0311751 | Time: 1950.29 ms [2021-01-21 06:28:56 main:574] : INFO : Epoch 1881 | loss: 0.0311578 | val_loss: 0.0311738 | Time: 1918.23 ms [2021-01-21 06:28:58 main:574] : INFO : Epoch 1882 | loss: 0.0311566 | val_loss: 0.0311735 | Time: 1996.79 ms [2021-01-21 06:29:00 main:574] : INFO : Epoch 1883 | loss: 0.0311568 | val_loss: 0.0311743 | Time: 1866.89 ms [2021-01-21 06:29:02 main:574] : INFO : Epoch 1884 | loss: 0.0311572 | val_loss: 0.0311784 | Time: 1924.13 ms [2021-01-21 06:29:04 main:574] : INFO : Epoch 1885 | loss: 0.0311607 | val_loss: 0.0311787 | Time: 1872.47 ms [2021-01-21 06:29:06 main:574] : INFO : Epoch 1886 | loss: 0.0311647 | val_loss: 0.0311761 | Time: 1880.13 ms [2021-01-21 06:29:08 main:574] : INFO : Epoch 1887 | loss: 0.0311647 | val_loss: 0.0311736 | Time: 1905.86 ms [2021-01-21 06:29:10 main:574] : INFO : Epoch 1888 | loss: 0.0311642 | val_loss: 0.0311706 | Time: 1864.5 ms [2021-01-21 06:29:12 main:574] : INFO : Epoch 1889 | loss: 0.031163 | val_loss: 0.031172 | Time: 1933.82 ms [2021-01-21 06:29:14 main:574] : INFO : Epoch 1890 | loss: 0.0311625 | val_loss: 0.031171 | Time: 1999.87 ms [2021-01-21 06:29:16 main:574] : INFO : Epoch 1891 | loss: 0.0311636 | val_loss: 0.0311729 | Time: 1879.67 ms [2021-01-21 06:29:18 main:574] : INFO : Epoch 1892 | loss: 0.0311611 | val_loss: 0.0311721 | Time: 1895.89 ms [2021-01-21 06:29:20 main:574] : INFO : Epoch 1893 | loss: 0.0311612 | val_loss: 0.0311711 | Time: 1875.42 ms [2021-01-21 06:29:21 main:574] : INFO : Epoch 1894 | loss: 0.0311611 | val_loss: 0.0311728 | Time: 1870.77 ms [2021-01-21 06:29:23 main:574] : INFO : Epoch 1895 | loss: 0.0311621 | val_loss: 0.0311728 | Time: 1909.34 ms [2021-01-21 06:29:25 main:574] : INFO : Epoch 1896 | loss: 0.0311635 | val_loss: 0.0311721 | Time: 1881.85 ms [2021-01-21 06:29:27 main:574] : INFO : Epoch 1897 | loss: 0.0311629 | val_loss: 0.0311728 | Time: 1922.19 ms [2021-01-21 06:29:29 main:574] : INFO : Epoch 1898 | loss: 0.0311595 | val_loss: 0.0311707 | Time: 2000.75 ms [2021-01-21 06:29:31 main:574] : INFO : Epoch 1899 | loss: 0.0311587 | val_loss: 0.0311693 | Time: 1893.69 ms [2021-01-21 06:29:33 main:574] : INFO : Epoch 1900 | loss: 0.0311612 | val_loss: 0.0311708 | Time: 1864.12 ms [2021-01-21 06:29:35 main:574] : INFO : Epoch 1901 | loss: 0.0311591 | val_loss: 0.0311704 | Time: 1913.99 ms [2021-01-21 06:29:37 main:574] : INFO : Epoch 1902 | loss: 0.0311606 | val_loss: 0.0311706 | Time: 1882.81 ms [2021-01-21 06:29:39 main:574] : INFO : Epoch 1903 | loss: 0.0311608 | val_loss: 0.0311711 | Time: 1993.64 ms [2021-01-21 06:29:41 main:574] : INFO : Epoch 1904 | loss: 0.0311614 | val_loss: 0.0311699 | Time: 1945.45 ms [2021-01-21 06:29:43 main:574] : INFO : Epoch 1905 | loss: 0.0311636 | val_loss: 0.0311712 | Time: 1886.39 ms [2021-01-21 06:29:45 main:574] : INFO : Epoch 1906 | loss: 0.0311632 | val_loss: 0.0311734 | Time: 1943.63 ms [2021-01-21 06:29:47 main:574] : INFO : Epoch 1907 | loss: 0.0311619 | val_loss: 0.0311716 | Time: 1871.23 ms [2021-01-21 06:29:49 main:574] : INFO : Epoch 1908 | loss: 0.0311622 | val_loss: 0.0311695 | Time: 1883.86 ms [2021-01-21 06:29:51 main:574] : INFO : Epoch 1909 | loss: 0.0311647 | val_loss: 0.0311733 | Time: 1905.84 ms [2021-01-21 06:29:53 main:574] : INFO : Epoch 1910 | loss: 0.0311627 | val_loss: 0.0311733 | Time: 1964.02 ms [2021-01-21 06:29:55 main:574] : INFO : Epoch 1911 | loss: 0.0311628 | val_loss: 0.031169 | Time: 1914.1 ms [2021-01-21 06:29:57 main:574] : INFO : Epoch 1912 | loss: 0.03116 | val_loss: 0.0311692 | Time: 1889.62 ms [2021-01-21 06:29:59 main:574] : INFO : Epoch 1913 | loss: 0.0311614 | val_loss: 0.0311706 | Time: 2079.42 ms [2021-01-21 06:30:01 main:574] : INFO : Epoch 1914 | loss: 0.0311623 | val_loss: 0.0311707 | Time: 1904.33 ms [2021-01-21 06:30:03 main:574] : INFO : Epoch 1915 | loss: 0.0311629 | val_loss: 0.03117 | Time: 2075.69 ms [2021-01-21 06:30:05 main:574] : INFO : Epoch 1916 | loss: 0.0311607 | val_loss: 0.0311712 | Time: 1912.05 ms [2021-01-21 06:30:07 main:574] : INFO : Epoch 1917 | loss: 0.0311599 | val_loss: 0.0311709 | Time: 2019.64 ms [2021-01-21 06:30:09 main:574] : INFO : Epoch 1918 | loss: 0.0311621 | val_loss: 0.0311736 | Time: 1927.59 ms [2021-01-21 06:30:11 main:574] : INFO : Epoch 1919 | loss: 0.0311597 | val_loss: 0.0311713 | Time: 1874.88 ms [2021-01-21 06:30:13 main:574] : INFO : Epoch 1920 | loss: 0.0311598 | val_loss: 0.031173 | Time: 1918.15 ms [2021-01-21 06:30:15 main:574] : INFO : Epoch 1921 | loss: 0.0311582 | val_loss: 0.0311746 | Time: 1964.62 ms [2021-01-21 06:30:17 main:574] : INFO : Epoch 1922 | loss: 0.0311587 | val_loss: 0.0311772 | Time: 1919.66 ms [2021-01-21 06:30:19 main:574] : INFO : Epoch 1923 | loss: 0.0311623 | val_loss: 0.0311763 | Time: 1954.16 ms [2021-01-21 06:30:21 main:574] : INFO : Epoch 1924 | loss: 0.0311647 | val_loss: 0.0311785 | Time: 2000.24 ms [2021-01-21 06:30:23 main:574] : INFO : Epoch 1925 | loss: 0.0311644 | val_loss: 0.0311765 | Time: 1945.57 ms [2021-01-21 06:30:24 main:574] : INFO : Epoch 1926 | loss: 0.0311622 | val_loss: 0.0311723 | Time: 1850.79 ms [2021-01-21 06:30:26 main:574] : INFO : Epoch 1927 | loss: 0.031162 | val_loss: 0.0311709 | Time: 1901.88 ms [2021-01-21 06:30:28 main:574] : INFO : Epoch 1928 | loss: 0.0311632 | val_loss: 0.0311707 | Time: 1859.25 ms [2021-01-21 06:30:30 main:574] : INFO : Epoch 1929 | loss: 0.0311619 | val_loss: 0.0311709 | Time: 1994.37 ms [2021-01-21 06:30:32 main:574] : INFO : Epoch 1930 | loss: 0.03116 | val_loss: 0.0311709 | Time: 1894.48 ms [2021-01-21 06:30:34 main:574] : INFO : Epoch 1931 | loss: 0.0311597 | val_loss: 0.0311726 | Time: 1961.73 ms [2021-01-21 06:30:36 main:574] : INFO : Epoch 1932 | loss: 0.0311612 | val_loss: 0.0311726 | Time: 1856.85 ms [2021-01-21 06:30:38 main:574] : INFO : Epoch 1933 | loss: 0.031159 | val_loss: 0.0311709 | Time: 1912.69 ms [2021-01-21 06:30:40 main:574] : INFO : Epoch 1934 | loss: 0.0311592 | val_loss: 0.0311701 | Time: 2077.29 ms [2021-01-21 06:30:42 main:574] : INFO : Epoch 1935 | loss: 0.0311576 | val_loss: 0.0311735 | Time: 1990.95 ms [2021-01-21 06:30:44 main:574] : INFO : Epoch 1936 | loss: 0.0311578 | val_loss: 0.031176 | Time: 1852.36 ms [2021-01-21 06:30:46 main:574] : INFO : Epoch 1937 | loss: 0.0311582 | val_loss: 0.0311708 | Time: 1925.43 ms [2021-01-21 06:30:48 main:574] : INFO : Epoch 1938 | loss: 0.0311594 | val_loss: 0.0311715 | Time: 1898.13 ms [2021-01-21 06:30:50 main:574] : INFO : Epoch 1939 | loss: 0.0311581 | val_loss: 0.0311714 | Time: 1863.16 ms [2021-01-21 06:30:52 main:574] : INFO : Epoch 1940 | loss: 0.0311574 | val_loss: 0.0311743 | Time: 1924.22 ms [2021-01-21 06:30:54 main:574] : INFO : Epoch 1941 | loss: 0.0311587 | val_loss: 0.0311706 | Time: 2026.24 ms [2021-01-21 06:30:56 main:574] : INFO : Epoch 1942 | loss: 0.0311579 | val_loss: 0.0311753 | Time: 1902.62 ms [2021-01-21 06:30:58 main:574] : INFO : Epoch 1943 | loss: 0.0311584 | val_loss: 0.0311715 | Time: 1901.26 ms [2021-01-21 06:31:00 main:574] : INFO : Epoch 1944 | loss: 0.0311567 | val_loss: 0.0311683 | Time: 1892.93 ms [2021-01-21 06:31:02 main:574] : INFO : Epoch 1945 | loss: 0.0311567 | val_loss: 0.0311694 | Time: 1885.13 ms [2021-01-21 06:31:04 main:574] : INFO : Epoch 1946 | loss: 0.0311578 | val_loss: 0.03117 | Time: 1889.69 ms [2021-01-21 06:31:06 main:574] : INFO : Epoch 1947 | loss: 0.0311579 | val_loss: 0.0311687 | Time: 1894.07 ms [2021-01-21 06:31:08 main:574] : INFO : Epoch 1948 | loss: 0.0311581 | val_loss: 0.0311691 | Time: 2056.5 ms [2021-01-21 06:31:10 main:574] : INFO : Epoch 1949 | loss: 0.0311594 | val_loss: 0.0311715 | Time: 1957.22 ms [2021-01-21 06:31:12 main:574] : INFO : Epoch 1950 | loss: 0.0311578 | val_loss: 0.0311728 | Time: 2022.75 ms [2021-01-21 06:31:14 main:574] : INFO : Epoch 1951 | loss: 0.0311576 | val_loss: 0.0311703 | Time: 2052.93 ms [2021-01-21 06:31:16 main:574] : INFO : Epoch 1952 | loss: 0.0311584 | val_loss: 0.03117 | Time: 1855.34 ms [2021-01-21 06:31:18 main:574] : INFO : Epoch 1953 | loss: 0.0311582 | val_loss: 0.0311703 | Time: 1981.86 ms [2021-01-21 06:31:20 main:574] : INFO : Epoch 1954 | loss: 0.0311584 | val_loss: 0.0311706 | Time: 1987.52 ms [2021-01-21 06:31:22 main:574] : INFO : Epoch 1955 | loss: 0.0311596 | val_loss: 0.0311724 | Time: 1945.67 ms [2021-01-21 06:31:24 main:574] : INFO : Epoch 1956 | loss: 0.0311572 | val_loss: 0.0311713 | Time: 2000.47 ms [2021-01-21 06:31:26 main:574] : INFO : Epoch 1957 | loss: 0.0311575 | val_loss: 0.0311677 | Time: 1872.36 ms [2021-01-21 06:31:28 main:574] : INFO : Epoch 1958 | loss: 0.0311579 | val_loss: 0.0311692 | Time: 2050.93 ms [2021-01-21 06:31:30 main:574] : INFO : Epoch 1959 | loss: 0.0311608 | val_loss: 0.0311684 | Time: 2031.42 ms [2021-01-21 06:31:32 main:574] : INFO : Epoch 1960 | loss: 0.0311647 | val_loss: 0.0311688 | Time: 1897.09 ms [2021-01-21 06:31:34 main:574] : INFO : Epoch 1961 | loss: 0.0311578 | val_loss: 0.0311692 | Time: 1847.53 ms [2021-01-21 06:31:36 main:574] : INFO : Epoch 1962 | loss: 0.0311577 | val_loss: 0.0311686 | Time: 1990.37 ms [2021-01-21 06:31:38 main:574] : INFO : Epoch 1963 | loss: 0.0311572 | val_loss: 0.0311676 | Time: 1999.75 ms [2021-01-21 06:31:40 main:574] : INFO : Epoch 1964 | loss: 0.0311557 | val_loss: 0.0311696 | Time: 2055.94 ms [2021-01-21 06:31:42 main:574] : INFO : Epoch 1965 | loss: 0.031157 | val_loss: 0.03117 | Time: 1997.23 ms [2021-01-21 06:31:44 main:574] : INFO : Epoch 1966 | loss: 0.031156 | val_loss: 0.0311715 | Time: 2075.47 ms [2021-01-21 06:31:46 main:574] : INFO : Epoch 1967 | loss: 0.0311554 | val_loss: 0.0311692 | Time: 1901.71 ms [2021-01-21 06:31:48 main:574] : INFO : Epoch 1968 | loss: 0.0311575 | val_loss: 0.0311684 | Time: 2086.55 ms [2021-01-21 06:31:50 main:574] : INFO : Epoch 1969 | loss: 0.0311572 | val_loss: 0.0311728 | Time: 1953.79 ms [2021-01-21 06:31:52 main:574] : INFO : Epoch 1970 | loss: 0.0311568 | val_loss: 0.0311758 | Time: 1870.94 ms [2021-01-21 06:31:54 main:574] : INFO : Epoch 1971 | loss: 0.031156 | val_loss: 0.0311707 | Time: 1862.94 ms [2021-01-21 06:31:56 main:574] : INFO : Epoch 1972 | loss: 0.0311561 | val_loss: 0.0311716 | Time: 1924.28 ms [2021-01-21 06:31:58 main:574] : INFO : Epoch 1973 | loss: 0.0311555 | val_loss: 0.0311727 | Time: 1886.51 ms [2021-01-21 06:32:00 main:574] : INFO : Epoch 1974 | loss: 0.0311573 | val_loss: 0.0311735 | Time: 1916.99 ms [2021-01-21 06:32:02 main:574] : INFO : Epoch 1975 | loss: 0.0311627 | val_loss: 0.0311798 | Time: 2063.35 ms [2021-01-21 06:32:04 main:574] : INFO : Epoch 1976 | loss: 0.0311638 | val_loss: 0.0311704 | Time: 1912.77 ms [2021-01-21 06:32:06 main:574] : INFO : Epoch 1977 | loss: 0.0311693 | val_loss: 0.0311875 | Time: 1973.4 ms [2021-01-21 06:32:07 main:574] : INFO : Epoch 1978 | loss: 0.0311689 | val_loss: 0.0311719 | Time: 1863.23 ms [2021-01-21 06:32:09 main:574] : INFO : Epoch 1979 | loss: 0.0311674 | val_loss: 0.0311688 | Time: 1861.27 ms [2021-01-21 06:32:11 main:574] : INFO : Epoch 1980 | loss: 0.0311677 | val_loss: 0.0311693 | Time: 1893.14 ms [2021-01-21 06:32:13 main:574] : INFO : Epoch 1981 | loss: 0.0311642 | val_loss: 0.0311671 | Time: 1923.67 ms [2021-01-21 06:32:15 main:574] : INFO : Epoch 1982 | loss: 0.0311687 | val_loss: 0.0311684 | Time: 1874.33 ms [2021-01-21 06:32:17 main:574] : INFO : Epoch 1983 | loss: 0.0311652 | val_loss: 0.0311682 | Time: 1962.28 ms [2021-01-21 06:32:19 main:574] : INFO : Epoch 1984 | loss: 0.0311661 | val_loss: 0.0311698 | Time: 1856.05 ms [2021-01-21 06:32:21 main:574] : INFO : Epoch 1985 | loss: 0.031166 | val_loss: 0.0311681 | Time: 1847.97 ms [2021-01-21 06:32:23 main:574] : INFO : Epoch 1986 | loss: 0.0311669 | val_loss: 0.0311773 | Time: 2015.01 ms [2021-01-21 06:32:25 main:574] : INFO : Epoch 1987 | loss: 0.0311696 | val_loss: 0.0311741 | Time: 2022.77 ms [2021-01-21 06:32:27 main:574] : INFO : Epoch 1988 | loss: 0.0311656 | val_loss: 0.0311727 | Time: 1909.87 ms [2021-01-21 06:32:29 main:574] : INFO : Epoch 1989 | loss: 0.0311637 | val_loss: 0.031172 | Time: 1892.09 ms [2021-01-21 06:32:31 main:574] : INFO : Epoch 1990 | loss: 0.0311634 | val_loss: 0.0311713 | Time: 1934.8 ms [2021-01-21 06:32:33 main:574] : INFO : Epoch 1991 | loss: 0.0311624 | val_loss: 0.0311713 | Time: 1874.75 ms [2021-01-21 06:32:35 main:574] : INFO : Epoch 1992 | loss: 0.0311632 | val_loss: 0.0311734 | Time: 1950.09 ms [2021-01-21 06:32:37 main:574] : INFO : Epoch 1993 | loss: 0.0311643 | val_loss: 0.0311699 | Time: 1887.19 ms [2021-01-21 06:32:38 main:574] : INFO : Epoch 1994 | loss: 0.0311644 | val_loss: 0.0311684 | Time: 1870.55 ms [2021-01-21 06:32:40 main:574] : INFO : Epoch 1995 | loss: 0.0311638 | val_loss: 0.031168 | Time: 1936.67 ms [2021-01-21 06:32:42 main:574] : INFO : Epoch 1996 | loss: 0.0311635 | val_loss: 0.0311721 | Time: 1966.22 ms [2021-01-21 06:32:44 main:574] : INFO : Epoch 1997 | loss: 0.0311624 | val_loss: 0.0311742 | Time: 1892.78 ms [2021-01-21 06:32:46 main:574] : INFO : Epoch 1998 | loss: 0.0311661 | val_loss: 0.0311729 | Time: 1932.97 ms [2021-01-21 06:32:48 main:574] : INFO : Epoch 1999 | loss: 0.0311622 | val_loss: 0.0311678 | Time: 1926.47 ms [2021-01-21 06:32:50 main:574] : INFO : Epoch 2000 | loss: 0.0311608 | val_loss: 0.031168 | Time: 1863.8 ms [2021-01-21 06:32:52 main:574] : INFO : Epoch 2001 | loss: 0.0311624 | val_loss: 0.0311761 | Time: 2053.77 ms [2021-01-21 06:32:54 main:574] : INFO : Epoch 2002 | loss: 0.0311609 | val_loss: 0.0311681 | Time: 2051.47 ms [2021-01-21 06:32:56 main:574] : INFO : Epoch 2003 | loss: 0.0311585 | val_loss: 0.0311681 | Time: 2055.5 ms [2021-01-21 06:32:58 main:574] : INFO : Epoch 2004 | loss: 0.0311586 | val_loss: 0.0311682 | Time: 1910.8 ms [2021-01-21 06:33:00 main:574] : INFO : Epoch 2005 | loss: 0.0311601 | val_loss: 0.0311668 | Time: 1908.52 ms [2021-01-21 06:33:02 main:574] : INFO : Epoch 2006 | loss: 0.0311599 | val_loss: 0.0311691 | Time: 1856.44 ms [2021-01-21 06:33:04 main:574] : INFO : Epoch 2007 | loss: 0.0311635 | val_loss: 0.0311691 | Time: 2036.38 ms [2021-01-21 06:33:06 main:574] : INFO : Epoch 2008 | loss: 0.0311634 | val_loss: 0.0311696 | Time: 1852.36 ms [2021-01-21 06:33:08 main:574] : INFO : Epoch 2009 | loss: 0.0311682 | val_loss: 0.0311691 | Time: 1957.09 ms [2021-01-21 06:33:10 main:574] : INFO : Epoch 2010 | loss: 0.0311679 | val_loss: 0.031168 | Time: 2068.21 ms [2021-01-21 06:33:12 main:574] : INFO : Epoch 2011 | loss: 0.0311661 | val_loss: 0.0311666 | Time: 2034.42 ms [2021-01-21 06:33:14 main:574] : INFO : Epoch 2012 | loss: 0.0311649 | val_loss: 0.0311689 | Time: 1981.17 ms [2021-01-21 06:33:16 main:574] : INFO : Epoch 2013 | loss: 0.0311637 | val_loss: 0.031165 | Time: 1880.22 ms [2021-01-21 06:33:18 main:574] : INFO : Epoch 2014 | loss: 0.0311632 | val_loss: 0.0311663 | Time: 1930.05 ms [2021-01-21 06:33:20 main:574] : INFO : Epoch 2015 | loss: 0.0311661 | val_loss: 0.0311661 | Time: 1996.82 ms [2021-01-21 06:33:22 main:574] : INFO : Epoch 2016 | loss: 0.031163 | val_loss: 0.0311659 | Time: 1871.15 ms [2021-01-21 06:33:24 main:574] : INFO : Epoch 2017 | loss: 0.0311647 | val_loss: 0.0311643 | Time: 1960.83 ms [2021-01-21 06:33:26 main:574] : INFO : Epoch 2018 | loss: 0.0311633 | val_loss: 0.0311643 | Time: 1875.63 ms [2021-01-21 06:33:28 main:574] : INFO : Epoch 2019 | loss: 0.0311661 | val_loss: 0.0311657 | Time: 1938.2 ms [2021-01-21 06:33:30 main:574] : INFO : Epoch 2020 | loss: 0.0311704 | val_loss: 0.0311691 | Time: 1873.77 ms [2021-01-21 06:33:32 main:574] : INFO : Epoch 2021 | loss: 0.031166 | val_loss: 0.0311647 | Time: 1915.4 ms [2021-01-21 06:33:34 main:574] : INFO : Epoch 2022 | loss: 0.0311654 | val_loss: 0.0311681 | Time: 1988.54 ms [2021-01-21 06:33:36 main:574] : INFO : Epoch 2023 | loss: 0.0311656 | val_loss: 0.0311652 | Time: 1864.94 ms [2021-01-21 06:33:38 main:574] : INFO : Epoch 2024 | loss: 0.0311636 | val_loss: 0.0311648 | Time: 2007.69 ms [2021-01-21 06:33:40 main:574] : INFO : Epoch 2025 | loss: 0.0311621 | val_loss: 0.0311665 | Time: 1917.3 ms [2021-01-21 06:33:42 main:574] : INFO : Epoch 2026 | loss: 0.031163 | val_loss: 0.0311681 | Time: 1948.64 ms [2021-01-21 06:33:44 main:574] : INFO : Epoch 2027 | loss: 0.0311646 | val_loss: 0.0311697 | Time: 1986.27 ms [2021-01-21 06:33:46 main:574] : INFO : Epoch 2028 | loss: 0.0311643 | val_loss: 0.0311667 | Time: 1970.36 ms [2021-01-21 06:33:48 main:574] : INFO : Epoch 2029 | loss: 0.0311604 | val_loss: 0.0311686 | Time: 1881.49 ms [2021-01-21 06:33:50 main:574] : INFO : Epoch 2030 | loss: 0.0311622 | val_loss: 0.0311664 | Time: 1968.34 ms [2021-01-21 06:33:52 main:574] : INFO : Epoch 2031 | loss: 0.0311625 | val_loss: 0.0311713 | Time: 1948.26 ms [2021-01-21 06:33:54 main:574] : INFO : Epoch 2032 | loss: 0.0311616 | val_loss: 0.0311664 | Time: 2002.21 ms [2021-01-21 06:33:56 main:574] : INFO : Epoch 2033 | loss: 0.0311604 | val_loss: 0.0311651 | Time: 1957.5 ms [2021-01-21 06:33:58 main:574] : INFO : Epoch 2034 | loss: 0.0311598 | val_loss: 0.0311652 | Time: 1958.41 ms [2021-01-21 06:34:00 main:574] : INFO : Epoch 2035 | loss: 0.031159 | val_loss: 0.0311653 | Time: 1874.86 ms [2021-01-21 06:34:02 main:574] : INFO : Epoch 2036 | loss: 0.0311599 | val_loss: 0.0311775 | Time: 1994.76 ms [2021-01-21 06:34:04 main:574] : INFO : Epoch 2037 | loss: 0.0311653 | val_loss: 0.0311668 | Time: 1861.34 ms [2021-01-21 06:34:06 main:574] : INFO : Epoch 2038 | loss: 0.0311654 | val_loss: 0.0311719 | Time: 1932.82 ms [2021-01-21 06:34:08 main:574] : INFO : Epoch 2039 | loss: 0.0311644 | val_loss: 0.0311654 | Time: 1878.78 ms [2021-01-21 06:34:10 main:574] : INFO : Epoch 2040 | loss: 0.0311623 | val_loss: 0.0311684 | Time: 1875.19 ms [2021-01-21 06:34:11 main:574] : INFO : Epoch 2041 | loss: 0.031166 | val_loss: 0.0311715 | Time: 1883.63 ms [2021-01-21 06:34:13 main:574] : INFO : Epoch 2042 | loss: 0.0311638 | val_loss: 0.0311651 | Time: 1981.24 ms [2021-01-21 06:34:15 main:574] : INFO : Epoch 2043 | loss: 0.0311611 | val_loss: 0.0311683 | Time: 1981.03 ms [2021-01-21 06:34:18 main:574] : INFO : Epoch 2044 | loss: 0.0311615 | val_loss: 0.0311655 | Time: 2016.09 ms [2021-01-21 06:34:20 main:574] : INFO : Epoch 2045 | loss: 0.0311668 | val_loss: 0.0311657 | Time: 1987.49 ms [2021-01-21 06:34:22 main:574] : INFO : Epoch 2046 | loss: 0.0311657 | val_loss: 0.0311672 | Time: 1984.44 ms [2021-01-21 06:34:24 main:574] : INFO : Epoch 2047 | loss: 0.0311665 | val_loss: 0.0311632 | Time: 2012.05 ms [2021-01-21 06:34:26 main:574] : INFO : Epoch 2048 | loss: 0.0311645 | val_loss: 0.0311643 | Time: 1995.56 ms [2021-01-21 06:34:26 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311643 [2021-01-21 06:34:26 main:603] : INFO : Saving end state to config to file [2021-01-21 06:34:26 main:608] : INFO : Success, exiting.. 06:34:26 (10236): 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)