Task 3776371
| Name | ParityModified-1611091486-3657-2_0 |
| Workunit | 1951087 |
| Created | 22 Jan 2021, 10:55:13 UTC |
| Sent | 22 Jan 2021, 12:25:18 UTC |
| Report deadline | 29 Jan 2021, 12:25:18 UTC |
| Received | 22 Jan 2021, 14:24:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 780 |
| Run time | 1 hours 8 min 7 sec |
| CPU time | 1 hours 3 min 51 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> n:574] : INFO : Epoch 1542 | loss: 0.0311664 | val_loss: 0.0311879 | Time: 1962.54 ms [2021-01-22 05:23:53 main:574] : INFO : Epoch 1543 | loss: 0.031171 | val_loss: 0.0311835 | Time: 2007.3 ms [2021-01-22 05:23:55 main:574] : INFO : Epoch 1544 | loss: 0.0311676 | val_loss: 0.0311796 | Time: 1925.21 ms [2021-01-22 05:23:57 main:574] : INFO : Epoch 1545 | loss: 0.031164 | val_loss: 0.0311779 | Time: 1887.13 ms [2021-01-22 05:23:59 main:574] : INFO : Epoch 1546 | loss: 0.0311635 | val_loss: 0.0311802 | Time: 1894.01 ms [2021-01-22 05:24:01 main:574] : INFO : Epoch 1547 | loss: 0.0311621 | val_loss: 0.0311856 | Time: 2114.11 ms [2021-01-22 05:24:04 main:574] : INFO : Epoch 1548 | loss: 0.0311619 | val_loss: 0.0311788 | Time: 2050.78 ms [2021-01-22 05:24:06 main:574] : INFO : Epoch 1549 | loss: 0.0311615 | val_loss: 0.0311833 | Time: 2001.38 ms [2021-01-22 05:24:07 main:574] : INFO : Epoch 1550 | loss: 0.0311621 | val_loss: 0.0311795 | Time: 1894.11 ms [2021-01-22 05:24:10 main:574] : INFO : Epoch 1551 | loss: 0.0311605 | val_loss: 0.0311824 | Time: 2029.32 ms [2021-01-22 05:24:12 main:574] : INFO : Epoch 1552 | loss: 0.0311687 | val_loss: 0.0311822 | Time: 1924.45 ms [2021-01-22 05:24:14 main:574] : INFO : Epoch 1553 | loss: 0.0311666 | val_loss: 0.0311796 | Time: 2104.08 ms [2021-01-22 05:24:16 main:574] : INFO : Epoch 1554 | loss: 0.0311633 | val_loss: 0.0311825 | Time: 2081.19 ms [2021-01-22 05:24:18 main:574] : INFO : Epoch 1555 | loss: 0.0311655 | val_loss: 0.0311852 | Time: 2022.17 ms [2021-01-22 05:24:20 main:574] : INFO : Epoch 1556 | loss: 0.0311643 | val_loss: 0.0311845 | Time: 1918.25 ms [2021-01-22 05:24:22 main:574] : INFO : Epoch 1557 | loss: 0.031164 | val_loss: 0.0311804 | Time: 1912.96 ms [2021-01-22 05:24:24 main:574] : INFO : Epoch 1558 | loss: 0.0311646 | val_loss: 0.031183 | Time: 1899.73 ms [2021-01-22 05:24:26 main:574] : INFO : Epoch 1559 | loss: 0.0311656 | val_loss: 0.031181 | Time: 1879.66 ms [2021-01-22 05:24:28 main:574] : INFO : Epoch 1560 | loss: 0.0311647 | val_loss: 0.0311835 | Time: 2077.88 ms [2021-01-22 05:24:30 main:574] : INFO : Epoch 1561 | loss: 0.0311664 | val_loss: 0.0311807 | Time: 1916.93 ms [2021-01-22 05:24:32 main:574] : INFO : Epoch 1562 | loss: 0.031164 | val_loss: 0.0311786 | Time: 1876.56 ms [2021-01-22 05:24:34 main:574] : INFO : Epoch 1563 | loss: 0.0311623 | val_loss: 0.0311773 | Time: 2031.05 ms [2021-01-22 05:24:36 main:574] : INFO : Epoch 1564 | loss: 0.031163 | val_loss: 0.0311905 | Time: 1866.84 ms [2021-01-22 05:24:37 main:574] : INFO : Epoch 1565 | loss: 0.0311638 | val_loss: 0.0311795 | Time: 1870.75 ms [2021-01-22 05:24:40 main:574] : INFO : Epoch 1566 | loss: 0.0311626 | val_loss: 0.0311789 | Time: 2104.43 ms [2021-01-22 05:24:42 main:574] : INFO : Epoch 1567 | loss: 0.0311618 | val_loss: 0.0311801 | Time: 2063.75 ms [2021-01-22 05:24:44 main:574] : INFO : Epoch 1568 | loss: 0.0311618 | val_loss: 0.031179 | Time: 1962.12 ms [2021-01-22 05:24:46 main:574] : INFO : Epoch 1569 | loss: 0.0311621 | val_loss: 0.0311788 | Time: 1951.5 ms [2021-01-22 05:24:48 main:574] : INFO : Epoch 1570 | loss: 0.0311614 | val_loss: 0.0311757 | Time: 2017.92 ms [2021-01-22 05:24:50 main:574] : INFO : Epoch 1571 | loss: 0.0311609 | val_loss: 0.0311805 | Time: 1868.88 ms [2021-01-22 05:24:52 main:574] : INFO : Epoch 1572 | loss: 0.0311613 | val_loss: 0.0311805 | Time: 2018.76 ms [2021-01-22 05:24:54 main:574] : INFO : Epoch 1573 | loss: 0.0311617 | val_loss: 0.031178 | Time: 1906.56 ms [2021-01-22 05:24:55 main:574] : INFO : Epoch 1574 | loss: 0.0311621 | val_loss: 0.0311827 | Time: 1933.37 ms [2021-01-22 05:24:57 main:574] : INFO : Epoch 1575 | loss: 0.0311598 | val_loss: 0.0311807 | Time: 1938.83 ms [2021-01-22 05:24:59 main:574] : INFO : Epoch 1576 | loss: 0.0311609 | val_loss: 0.0311778 | Time: 1857.51 ms [2021-01-22 05:25:01 main:574] : INFO : Epoch 1577 | loss: 0.0311618 | val_loss: 0.0311783 | Time: 2058.33 ms [2021-01-22 05:25:04 main:574] : INFO : Epoch 1578 | loss: 0.0311611 | val_loss: 0.0311818 | Time: 2013.71 ms [2021-01-22 05:25:05 main:574] : INFO : Epoch 1579 | loss: 0.0311603 | val_loss: 0.0311798 | Time: 1877.4 ms [2021-01-22 05:25:07 main:574] : INFO : Epoch 1580 | loss: 0.0311592 | val_loss: 0.0311754 | Time: 1878.72 ms [2021-01-22 05:25:09 main:574] : INFO : Epoch 1581 | loss: 0.031159 | val_loss: 0.0311798 | Time: 2066.15 ms [2021-01-22 05:25:12 main:574] : INFO : Epoch 1582 | loss: 0.031159 | val_loss: 0.0311793 | Time: 2064.46 ms [2021-01-22 05:25:14 main:574] : INFO : Epoch 1583 | loss: 0.0311605 | val_loss: 0.031184 | Time: 2078.62 ms [2021-01-22 05:25:16 main:574] : INFO : Epoch 1584 | loss: 0.0311621 | val_loss: 0.0311819 | Time: 1860.39 ms [2021-01-22 05:25:17 main:574] : INFO : Epoch 1585 | loss: 0.0311587 | val_loss: 0.0311794 | Time: 1913.18 ms [2021-01-22 05:25:19 main:574] : INFO : Epoch 1586 | loss: 0.0311617 | val_loss: 0.0311802 | Time: 1930.72 ms [2021-01-22 05:25:21 main:574] : INFO : Epoch 1587 | loss: 0.0311619 | val_loss: 0.0311765 | Time: 1879.67 ms [2021-01-22 05:25:23 main:574] : INFO : Epoch 1588 | loss: 0.0311604 | val_loss: 0.031177 | Time: 1981.58 ms [2021-01-22 05:25:25 main:574] : INFO : Epoch 1589 | loss: 0.0311606 | val_loss: 0.0311778 | Time: 2014.27 ms [2021-01-22 05:25:27 main:574] : INFO : Epoch 1590 | loss: 0.0311608 | val_loss: 0.03118 | Time: 1926.69 ms [2021-01-22 05:25:29 main:574] : INFO : Epoch 1591 | loss: 0.0311626 | val_loss: 0.0311825 | Time: 1919.11 ms [2021-01-22 05:25:31 main:574] : INFO : Epoch 1592 | loss: 0.0311607 | val_loss: 0.0311802 | Time: 2010.81 ms [2021-01-22 05:25:33 main:574] : INFO : Epoch 1593 | loss: 0.031164 | val_loss: 0.0311823 | Time: 1887.16 ms [2021-01-22 05:25:35 main:574] : INFO : Epoch 1594 | loss: 0.0311662 | val_loss: 0.0311824 | Time: 1885.41 ms [2021-01-22 05:25:37 main:574] : INFO : Epoch 1595 | loss: 0.0311632 | val_loss: 0.03118 | Time: 1966.94 ms [2021-01-22 05:25:39 main:574] : INFO : Epoch 1596 | loss: 0.0311615 | val_loss: 0.0311782 | Time: 2062.75 ms [2021-01-22 05:25:41 main:574] : INFO : Epoch 1597 | loss: 0.0311725 | val_loss: 0.0311794 | Time: 2059.78 ms [2021-01-22 05:25:43 main:574] : INFO : Epoch 1598 | loss: 0.0311769 | val_loss: 0.0311808 | Time: 1881.02 ms [2021-01-22 05:25:45 main:574] : INFO : Epoch 1599 | loss: 0.031174 | val_loss: 0.0311789 | Time: 1924.14 ms [2021-01-22 05:25:47 main:574] : INFO : Epoch 1600 | loss: 0.0311722 | val_loss: 0.0311794 | Time: 1946.19 ms [2021-01-22 05:25:49 main:574] : INFO : Epoch 1601 | loss: 0.0311704 | val_loss: 0.0311771 | Time: 2058.94 ms [2021-01-22 05:25:51 main:574] : INFO : Epoch 1602 | loss: 0.0311689 | val_loss: 0.0311776 | Time: 1922.65 ms [2021-01-22 05:25:53 main:574] : INFO : Epoch 1603 | loss: 0.0311693 | val_loss: 0.0311741 | Time: 1862.78 ms [2021-01-22 05:25:55 main:574] : INFO : Epoch 1604 | loss: 0.0311678 | val_loss: 0.0311816 | Time: 2112.88 ms [2021-01-22 05:25:57 main:574] : INFO : Epoch 1605 | loss: 0.0311689 | val_loss: 0.0311753 | Time: 1872.31 ms [2021-01-22 05:25:59 main:574] : INFO : Epoch 1606 | loss: 0.031168 | val_loss: 0.0311786 | Time: 2103.42 ms [2021-01-22 05:26:01 main:574] : INFO : Epoch 1607 | loss: 0.0311675 | val_loss: 0.0311785 | Time: 1960.64 ms [2021-01-22 05:26:03 main:574] : INFO : Epoch 1608 | loss: 0.031166 | val_loss: 0.0311759 | Time: 1930.4 ms [2021-01-22 05:26:05 main:574] : INFO : Epoch 1609 | loss: 0.0311653 | val_loss: 0.0311775 | Time: 2042.31 ms [2021-01-22 05:26:07 main:574] : INFO : Epoch 1610 | loss: 0.0311661 | val_loss: 0.0311767 | Time: 2040.27 ms [2021-01-22 05:26:10 main:574] : INFO : Epoch 1611 | loss: 0.0311672 | val_loss: 0.0311757 | Time: 2137.31 ms [2021-01-22 05:26:12 main:574] : INFO : Epoch 1612 | loss: 0.0311666 | val_loss: 0.0311737 | Time: 1913.48 ms [2021-01-22 05:26:14 main:574] : INFO : Epoch 1613 | loss: 0.0311635 | val_loss: 0.0311782 | Time: 2064.22 ms [2021-01-22 05:26:16 main:574] : INFO : Epoch 1614 | loss: 0.0311637 | val_loss: 0.031178 | Time: 1982.85 ms [2021-01-22 05:26:18 main:574] : INFO : Epoch 1615 | loss: 0.0311628 | val_loss: 0.0311746 | Time: 2111.1 ms [2021-01-22 05:26:20 main:574] : INFO : Epoch 1616 | loss: 0.0311639 | val_loss: 0.0311762 | Time: 1915.32 ms [2021-01-22 05:26:22 main:574] : INFO : Epoch 1617 | loss: 0.0311651 | val_loss: 0.031178 | Time: 1880.4 ms [2021-01-22 05:26:24 main:574] : INFO : Epoch 1618 | loss: 0.0311635 | val_loss: 0.0311725 | Time: 2044.31 ms [2021-01-22 05:26:26 main:574] : INFO : Epoch 1619 | loss: 0.0311616 | val_loss: 0.0311746 | Time: 1882.51 ms [2021-01-22 05:26:28 main:574] : INFO : Epoch 1620 | loss: 0.0311605 | val_loss: 0.0311757 | Time: 1923.99 ms [2021-01-22 05:26:29 main:574] : INFO : Epoch 1621 | loss: 0.0311629 | val_loss: 0.0311744 | Time: 1902.62 ms [2021-01-22 05:26:31 main:574] : INFO : Epoch 1622 | loss: 0.0311632 | val_loss: 0.0311754 | Time: 1898.57 ms [2021-01-22 05:26:33 main:574] : INFO : Epoch 1623 | loss: 0.0311625 | val_loss: 0.0311764 | Time: 1950.97 ms [2021-01-22 05:26:35 main:574] : INFO : Epoch 1624 | loss: 0.0311631 | val_loss: 0.0311728 | Time: 1916.7 ms [2021-01-22 05:26:37 main:574] : INFO : Epoch 1625 | loss: 0.0311609 | val_loss: 0.031181 | Time: 1986.87 ms [2021-01-22 05:26:39 main:574] : INFO : Epoch 1626 | loss: 0.0311632 | val_loss: 0.0311748 | Time: 2002.47 ms [2021-01-22 05:26:41 main:574] : INFO : Epoch 1627 | loss: 0.0311636 | val_loss: 0.0311772 | Time: 1901.68 ms [2021-01-22 05:26:43 main:574] : INFO : Epoch 1628 | loss: 0.0311598 | val_loss: 0.0311765 | Time: 1983.21 ms [2021-01-22 05:26:45 main:574] : INFO : Epoch 1629 | loss: 0.0311603 | val_loss: 0.0311797 | Time: 2097.26 ms [2021-01-22 05:26:48 main:574] : INFO : Epoch 1630 | loss: 0.0311636 | val_loss: 0.0311735 | Time: 2011.43 ms [2021-01-22 05:26:50 main:574] : INFO : Epoch 1631 | loss: 0.0311604 | val_loss: 0.0311736 | Time: 1971.4 ms [2021-01-22 05:26:52 main:574] : INFO : Epoch 1632 | loss: 0.0311609 | val_loss: 0.0311752 | Time: 1938.99 ms [2021-01-22 05:26:54 main:574] : INFO : Epoch 1633 | loss: 0.031161 | val_loss: 0.0311744 | Time: 1965.92 ms [2021-01-22 05:26:56 main:574] : INFO : Epoch 1634 | loss: 0.0311608 | val_loss: 0.0311782 | Time: 2078.77 ms [2021-01-22 05:26:58 main:574] : INFO : Epoch 1635 | loss: 0.031162 | val_loss: 0.0311767 | Time: 1904.41 ms [2021-01-22 05:27:00 main:574] : INFO : Epoch 1636 | loss: 0.0311629 | val_loss: 0.031177 | Time: 2024.06 ms [2021-01-22 05:27:02 main:574] : INFO : Epoch 1637 | loss: 0.0311622 | val_loss: 0.0311769 | Time: 1946.63 ms [2021-01-22 05:27:04 main:574] : INFO : Epoch 1638 | loss: 0.0311619 | val_loss: 0.0311786 | Time: 1971.96 ms [2021-01-22 05:27:06 main:574] : INFO : Epoch 1639 | loss: 0.0311642 | val_loss: 0.0311754 | Time: 2048.04 ms [2021-01-22 05:27:08 main:574] : INFO : Epoch 1640 | loss: 0.0311608 | val_loss: 0.0311797 | Time: 1865.47 ms [2021-01-22 05:27:10 main:574] : INFO : Epoch 1641 | loss: 0.0311622 | val_loss: 0.0311763 | Time: 1922.41 ms [2021-01-22 05:27:11 main:574] : INFO : Epoch 1642 | loss: 0.0311619 | val_loss: 0.0311803 | Time: 1874.25 ms [2021-01-22 05:27:13 main:574] : INFO : Epoch 1643 | loss: 0.0311634 | val_loss: 0.0311774 | Time: 1983.99 ms [2021-01-22 05:27:15 main:574] : INFO : Epoch 1644 | loss: 0.0311666 | val_loss: 0.0311798 | Time: 1944.89 ms [2021-01-22 05:27:17 main:574] : INFO : Epoch 1645 | loss: 0.0311653 | val_loss: 0.0311743 | Time: 1896.75 ms [2021-01-22 05:27:19 main:574] : INFO : Epoch 1646 | loss: 0.0311632 | val_loss: 0.0311746 | Time: 1882.18 ms [2021-01-22 05:27:21 main:574] : INFO : Epoch 1647 | loss: 0.0311617 | val_loss: 0.03118 | Time: 1928.06 ms [2021-01-22 05:27:23 main:574] : INFO : Epoch 1648 | loss: 0.0311618 | val_loss: 0.0311773 | Time: 1955.98 ms [2021-01-22 05:27:25 main:574] : INFO : Epoch 1649 | loss: 0.0311629 | val_loss: 0.0311786 | Time: 2065.16 ms [2021-01-22 05:27:27 main:574] : INFO : Epoch 1650 | loss: 0.0311615 | val_loss: 0.0311797 | Time: 1899.42 ms [2021-01-22 05:27:29 main:574] : INFO : Epoch 1651 | loss: 0.0311621 | val_loss: 0.0311825 | Time: 1871 ms [2021-01-22 05:27:31 main:574] : INFO : Epoch 1652 | loss: 0.0311617 | val_loss: 0.031176 | Time: 2019.88 ms [2021-01-22 05:27:33 main:574] : INFO : Epoch 1653 | loss: 0.0311609 | val_loss: 0.0311742 | Time: 1882.19 ms [2021-01-22 05:27:35 main:574] : INFO : Epoch 1654 | loss: 0.0311613 | val_loss: 0.0311779 | Time: 1999.88 ms [2021-01-22 05:27:37 main:574] : INFO : Epoch 1655 | loss: 0.0311625 | val_loss: 0.0311746 | Time: 1892.24 ms [2021-01-22 05:27:39 main:574] : INFO : Epoch 1656 | loss: 0.0311649 | val_loss: 0.0311774 | Time: 1911.52 ms [2021-01-22 05:27:41 main:574] : INFO : Epoch 1657 | loss: 0.0311632 | val_loss: 0.0311748 | Time: 1901.88 ms [2021-01-22 05:27:43 main:574] : INFO : Epoch 1658 | loss: 0.0311623 | val_loss: 0.0311789 | Time: 1899.02 ms [2021-01-22 05:27:45 main:574] : INFO : Epoch 1659 | loss: 0.0311602 | val_loss: 0.0311764 | Time: 1970.42 ms [2021-01-22 05:27:47 main:574] : INFO : Epoch 1660 | loss: 0.0311612 | val_loss: 0.0311777 | Time: 1962.83 ms [2021-01-22 05:27:49 main:574] : INFO : Epoch 1661 | loss: 0.03116 | val_loss: 0.0311763 | Time: 1930.12 ms [2021-01-22 05:27:51 main:574] : INFO : Epoch 1662 | loss: 0.0311614 | val_loss: 0.0311797 | Time: 1940.5 ms [2021-01-22 05:27:53 main:574] : INFO : Epoch 1663 | loss: 0.0311594 | val_loss: 0.0311776 | Time: 1871.59 ms [2021-01-22 05:27:55 main:574] : INFO : Epoch 1664 | loss: 0.031159 | val_loss: 0.0311753 | Time: 1894.2 ms [2021-01-22 05:27:57 main:574] : INFO : Epoch 1665 | loss: 0.0311594 | val_loss: 0.0311795 | Time: 2047.77 ms [2021-01-22 05:27:59 main:574] : INFO : Epoch 1666 | loss: 0.0311588 | val_loss: 0.0311802 | Time: 1980.41 ms [2021-01-22 05:28:01 main:574] : INFO : Epoch 1667 | loss: 0.0311586 | val_loss: 0.0311833 | Time: 1915.39 ms [2021-01-22 05:28:03 main:574] : INFO : Epoch 1668 | loss: 0.0311586 | val_loss: 0.0311821 | Time: 1858.36 ms [2021-01-22 05:28:05 main:574] : INFO : Epoch 1669 | loss: 0.0311606 | val_loss: 0.0311763 | Time: 1942.18 ms [2021-01-22 05:28:07 main:574] : INFO : Epoch 1670 | loss: 0.0311607 | val_loss: 0.0311788 | Time: 2103.07 ms [2021-01-22 05:28:09 main:574] : INFO : Epoch 1671 | loss: 0.0311601 | val_loss: 0.0311775 | Time: 1916.63 ms [2021-01-22 05:28:11 main:574] : INFO : Epoch 1672 | loss: 0.0311607 | val_loss: 0.0311752 | Time: 1877.01 ms [2021-01-22 05:28:13 main:574] : INFO : Epoch 1673 | loss: 0.0311611 | val_loss: 0.0311776 | Time: 1876.31 ms [2021-01-22 05:28:15 main:574] : INFO : Epoch 1674 | loss: 0.0311594 | val_loss: 0.0311775 | Time: 1916.96 ms [2021-01-22 05:28:16 main:574] : INFO : Epoch 1675 | loss: 0.0311603 | val_loss: 0.031177 | Time: 1892.72 ms [2021-01-22 05:28:18 main:574] : INFO : Epoch 1676 | loss: 0.0311592 | val_loss: 0.0311851 | Time: 1904.09 ms [2021-01-22 05:28:20 main:574] : INFO : Epoch 1677 | loss: 0.0311605 | val_loss: 0.0311778 | Time: 1937 ms [2021-01-22 05:28:22 main:574] : INFO : Epoch 1678 | loss: 0.0311601 | val_loss: 0.0311737 | Time: 1897.88 ms [2021-01-22 05:28:24 main:574] : INFO : Epoch 1679 | loss: 0.0311601 | val_loss: 0.031174 | Time: 2026.19 ms [2021-01-22 05:28:26 main:574] : INFO : Epoch 1680 | loss: 0.031162 | val_loss: 0.0311755 | Time: 1936.32 ms [2021-01-22 05:28:28 main:574] : INFO : Epoch 1681 | loss: 0.0311617 | val_loss: 0.0311853 | Time: 1876.12 ms [2021-01-22 05:28:30 main:574] : INFO : Epoch 1682 | loss: 0.0311628 | val_loss: 0.0311772 | Time: 2011.66 ms [2021-01-22 05:28:32 main:574] : INFO : Epoch 1683 | loss: 0.0311609 | val_loss: 0.0311761 | Time: 2001.92 ms [2021-01-22 05:28:34 main:574] : INFO : Epoch 1684 | loss: 0.0311622 | val_loss: 0.0311765 | Time: 1979.11 ms [2021-01-22 05:28:37 main:574] : INFO : Epoch 1685 | loss: 0.0311629 | val_loss: 0.0311766 | Time: 2101.68 ms [2021-01-22 05:28:39 main:574] : INFO : Epoch 1686 | loss: 0.0311622 | val_loss: 0.0311732 | Time: 2003.34 ms [2021-01-22 05:28:41 main:574] : INFO : Epoch 1687 | loss: 0.0311619 | val_loss: 0.0311721 | Time: 1898.84 ms [2021-01-22 05:28:43 main:574] : INFO : Epoch 1688 | loss: 0.0311617 | val_loss: 0.0311786 | Time: 2040.01 ms [2021-01-22 05:28:45 main:574] : INFO : Epoch 1689 | loss: 0.0311607 | val_loss: 0.0311772 | Time: 2020.46 ms [2021-01-22 05:28:47 main:574] : INFO : Epoch 1690 | loss: 0.0311601 | val_loss: 0.0311767 | Time: 2051.59 ms [2021-01-22 05:28:49 main:574] : INFO : Epoch 1691 | loss: 0.0311616 | val_loss: 0.0311798 | Time: 1890.94 ms [2021-01-22 05:28:51 main:574] : INFO : Epoch 1692 | loss: 0.0311621 | val_loss: 0.0311751 | Time: 1861.78 ms [2021-01-22 05:28:53 main:574] : INFO : Epoch 1693 | loss: 0.0311648 | val_loss: 0.0311806 | Time: 1934.44 ms [2021-01-22 05:28:54 main:574] : INFO : Epoch 1694 | loss: 0.0311655 | val_loss: 0.0311798 | Time: 1910.07 ms [2021-01-22 05:28:56 main:574] : INFO : Epoch 1695 | loss: 0.0311618 | val_loss: 0.031179 | Time: 1915.44 ms [2021-01-22 05:28:58 main:574] : INFO : Epoch 1696 | loss: 0.0311607 | val_loss: 0.0311737 | Time: 1964.94 ms [2021-01-22 05:29:00 main:574] : INFO : Epoch 1697 | loss: 0.0311599 | val_loss: 0.031179 | Time: 1893.05 ms [2021-01-22 05:29:02 main:574] : INFO : Epoch 1698 | loss: 0.0311589 | val_loss: 0.0311779 | Time: 1974.43 ms [2021-01-22 05:29:04 main:574] : INFO : Epoch 1699 | loss: 0.0311598 | val_loss: 0.0311798 | Time: 1883.71 ms [2021-01-22 05:29:06 main:574] : INFO : Epoch 1700 | loss: 0.0311621 | val_loss: 0.0311754 | Time: 1867.61 ms [2021-01-22 05:29:08 main:574] : INFO : Epoch 1701 | loss: 0.0311609 | val_loss: 0.031177 | Time: 1867.8 ms [2021-01-22 05:29:10 main:574] : INFO : Epoch 1702 | loss: 0.0311625 | val_loss: 0.0311786 | Time: 2055.23 ms [2021-01-22 05:29:12 main:574] : INFO : Epoch 1703 | loss: 0.0311627 | val_loss: 0.0311718 | Time: 1968.11 ms [2021-01-22 05:29:14 main:574] : INFO : Epoch 1704 | loss: 0.0311608 | val_loss: 0.031176 | Time: 1917.85 ms [2021-01-22 05:29:16 main:574] : INFO : Epoch 1705 | loss: 0.03116 | val_loss: 0.0311742 | Time: 2060.83 ms [2021-01-22 05:29:18 main:574] : INFO : Epoch 1706 | loss: 0.0311604 | val_loss: 0.0311808 | Time: 1850.37 ms [2021-01-22 05:29:20 main:574] : INFO : Epoch 1707 | loss: 0.0311581 | val_loss: 0.0311785 | Time: 1880.94 ms [2021-01-22 05:29:22 main:574] : INFO : Epoch 1708 | loss: 0.0311587 | val_loss: 0.0311745 | Time: 1880.65 ms [2021-01-22 05:29:24 main:574] : INFO : Epoch 1709 | loss: 0.0311575 | val_loss: 0.0311775 | Time: 2094.85 ms [2021-01-22 05:29:26 main:574] : INFO : Epoch 1710 | loss: 0.031155 | val_loss: 0.0311756 | Time: 1885.28 ms [2021-01-22 05:29:28 main:574] : INFO : Epoch 1711 | loss: 0.0311569 | val_loss: 0.0311866 | Time: 1982.51 ms [2021-01-22 05:29:30 main:574] : INFO : Epoch 1712 | loss: 0.0311614 | val_loss: 0.0311824 | Time: 1885.33 ms [2021-01-22 05:29:32 main:574] : INFO : Epoch 1713 | loss: 0.031158 | val_loss: 0.0311764 | Time: 1978.52 ms [2021-01-22 05:29:34 main:574] : INFO : Epoch 1714 | loss: 0.0311597 | val_loss: 0.0311771 | Time: 2065.29 ms [2021-01-22 05:29:36 main:574] : INFO : Epoch 1715 | loss: 0.0311574 | val_loss: 0.0311822 | Time: 1872.14 ms [2021-01-22 05:29:38 main:574] : INFO : Epoch 1716 | loss: 0.0311676 | val_loss: 0.0311827 | Time: 1942.44 ms [2021-01-22 05:29:40 main:574] : INFO : Epoch 1717 | loss: 0.0311634 | val_loss: 0.031178 | Time: 1877.26 ms [2021-01-22 05:29:42 main:574] : INFO : Epoch 1718 | loss: 0.0311644 | val_loss: 0.0311814 | Time: 1897.44 ms [2021-01-22 05:29:44 main:574] : INFO : Epoch 1719 | loss: 0.0311649 | val_loss: 0.0311787 | Time: 1923.68 ms [2021-01-22 05:29:46 main:574] : INFO : Epoch 1720 | loss: 0.0311602 | val_loss: 0.031185 | Time: 1851.48 ms [2021-01-22 05:29:48 main:574] : INFO : Epoch 1721 | loss: 0.0311591 | val_loss: 0.0311783 | Time: 1954.64 ms [2021-01-22 05:29:49 main:574] : INFO : Epoch 1722 | loss: 0.0311602 | val_loss: 0.0311805 | Time: 1871.53 ms [2021-01-22 05:29:52 main:574] : INFO : Epoch 1723 | loss: 0.0311552 | val_loss: 0.0311782 | Time: 2084.73 ms [2021-01-22 05:29:54 main:574] : INFO : Epoch 1724 | loss: 0.0311579 | val_loss: 0.0311755 | Time: 2064.84 ms [2021-01-22 05:29:56 main:574] : INFO : Epoch 1725 | loss: 0.0311564 | val_loss: 0.0311761 | Time: 2071.48 ms [2021-01-22 05:29:58 main:574] : INFO : Epoch 1726 | loss: 0.0311552 | val_loss: 0.0311827 | Time: 2050.32 ms [2021-01-22 05:30:00 main:574] : INFO : Epoch 1727 | loss: 0.0311594 | val_loss: 0.0311812 | Time: 1923.09 ms [2021-01-22 05:30:02 main:574] : INFO : Epoch 1728 | loss: 0.0311589 | val_loss: 0.0311862 | Time: 1886.16 ms [2021-01-22 05:30:04 main:574] : INFO : Epoch 1729 | loss: 0.0311611 | val_loss: 0.0311822 | Time: 1872.38 ms [2021-01-22 05:30:06 main:574] : INFO : Epoch 1730 | loss: 0.0311688 | val_loss: 0.0311803 | Time: 1887.64 ms [2021-01-22 05:30:07 main:574] : INFO : Epoch 1731 | loss: 0.0311663 | val_loss: 0.0311788 | Time: 1948.65 ms [2021-01-22 05:30:09 main:574] : INFO : Epoch 1732 | loss: 0.0311774 | val_loss: 0.0311843 | Time: 1881.62 ms [2021-01-22 05:30:12 main:574] : INFO : Epoch 1733 | loss: 0.0311812 | val_loss: 0.0311875 | Time: 2101.34 ms [2021-01-22 05:30:14 main:574] : INFO : Epoch 1734 | loss: 0.031183 | val_loss: 0.0311883 | Time: 2075.14 ms [2021-01-22 05:30:16 main:574] : INFO : Epoch 1735 | loss: 0.0311814 | val_loss: 0.0311824 | Time: 1888.76 ms [2021-01-22 05:30:18 main:574] : INFO : Epoch 1736 | loss: 0.0311801 | val_loss: 0.0311813 | Time: 2060.65 ms [2021-01-22 05:30:20 main:574] : INFO : Epoch 1737 | loss: 0.0311815 | val_loss: 0.0311826 | Time: 1869.34 ms [2021-01-22 05:30:22 main:574] : INFO : Epoch 1738 | loss: 0.0311858 | val_loss: 0.0311841 | Time: 1978.68 ms [2021-01-22 05:30:24 main:574] : INFO : Epoch 1739 | loss: 0.0311866 | val_loss: 0.0311832 | Time: 1906.05 ms [2021-01-22 05:30:25 main:574] : INFO : Epoch 1740 | loss: 0.0311854 | val_loss: 0.0311837 | Time: 1921.42 ms [2021-01-22 05:30:27 main:574] : INFO : Epoch 1741 | loss: 0.0311853 | val_loss: 0.0311871 | Time: 1905.59 ms [2021-01-22 05:30:29 main:574] : INFO : Epoch 1742 | loss: 0.0311862 | val_loss: 0.0311838 | Time: 2074.19 ms [2021-01-22 05:30:32 main:574] : INFO : Epoch 1743 | loss: 0.0311819 | val_loss: 0.0311819 | Time: 2096.59 ms [2021-01-22 05:30:34 main:574] : INFO : Epoch 1744 | loss: 0.0311817 | val_loss: 0.0311818 | Time: 1914.69 ms [2021-01-22 05:30:36 main:574] : INFO : Epoch 1745 | loss: 0.0311816 | val_loss: 0.0311817 | Time: 2053.67 ms [2021-01-22 05:30:38 main:574] : INFO : Epoch 1746 | loss: 0.0311825 | val_loss: 0.0311846 | Time: 1890.65 ms [2021-01-22 05:30:39 main:574] : INFO : Epoch 1747 | loss: 0.0311829 | val_loss: 0.0311811 | Time: 1875.8 ms [2021-01-22 05:30:41 main:574] : INFO : Epoch 1748 | loss: 0.0311825 | val_loss: 0.0311826 | Time: 1916.58 ms [2021-01-22 05:30:43 main:574] : INFO : Epoch 1749 | loss: 0.0311822 | val_loss: 0.0311814 | Time: 1903.36 ms [2021-01-22 05:30:45 main:574] : INFO : Epoch 1750 | loss: 0.0311836 | val_loss: 0.0311827 | Time: 1952.48 ms [2021-01-22 05:30:47 main:574] : INFO : Epoch 1751 | loss: 0.031181 | val_loss: 0.0311843 | Time: 1906.64 ms [2021-01-22 05:30:49 main:574] : INFO : Epoch 1752 | loss: 0.0311801 | val_loss: 0.0311815 | Time: 1926.02 ms [2021-01-22 05:30:51 main:574] : INFO : Epoch 1753 | loss: 0.0311795 | val_loss: 0.0311789 | Time: 2015.31 ms [2021-01-22 05:30:53 main:574] : INFO : Epoch 1754 | loss: 0.0311786 | val_loss: 0.0311812 | Time: 1863.16 ms [2021-01-22 05:30:55 main:574] : INFO : Epoch 1755 | loss: 0.031178 | val_loss: 0.0311835 | Time: 2060.56 ms [2021-01-22 05:30:57 main:574] : INFO : Epoch 1756 | loss: 0.0311801 | val_loss: 0.0311815 | Time: 1923.29 ms [2021-01-22 05:30:59 main:574] : INFO : Epoch 1757 | loss: 0.0311803 | val_loss: 0.0311943 | Time: 2080.38 ms [2021-01-22 05:31:01 main:574] : INFO : Epoch 1758 | loss: 0.0311858 | val_loss: 0.0311941 | Time: 2002.89 ms [2021-01-22 05:31:03 main:574] : INFO : Epoch 1759 | loss: 0.0311841 | val_loss: 0.0311793 | Time: 1944.16 ms [2021-01-22 05:31:05 main:574] : INFO : Epoch 1760 | loss: 0.0311776 | val_loss: 0.031179 | Time: 1951.92 ms [2021-01-22 05:31:07 main:574] : INFO : Epoch 1761 | loss: 0.0311773 | val_loss: 0.0311781 | Time: 1958.84 ms [2021-01-22 05:31:09 main:574] : INFO : Epoch 1762 | loss: 0.0311761 | val_loss: 0.0311787 | Time: 1885.06 ms [2021-01-22 05:31:11 main:574] : INFO : Epoch 1763 | loss: 0.0311759 | val_loss: 0.0311777 | Time: 1967.29 ms [2021-01-22 05:31:13 main:574] : INFO : Epoch 1764 | loss: 0.0311772 | val_loss: 0.0311784 | Time: 1873.75 ms [2021-01-22 05:31:15 main:574] : INFO : Epoch 1765 | loss: 0.0311775 | val_loss: 0.0311801 | Time: 1908.05 ms [2021-01-22 05:31:17 main:574] : INFO : Epoch 1766 | loss: 0.0311771 | val_loss: 0.0311784 | Time: 1869.77 ms [2021-01-22 05:31:19 main:574] : INFO : Epoch 1767 | loss: 0.0311768 | val_loss: 0.0311818 | Time: 1901.93 ms [2021-01-22 05:31:21 main:574] : INFO : Epoch 1768 | loss: 0.0311782 | val_loss: 0.0311876 | Time: 1895.98 ms [2021-01-22 05:31:23 main:574] : INFO : Epoch 1769 | loss: 0.031178 | val_loss: 0.0311814 | Time: 2024.64 ms [2021-01-22 05:31:25 main:574] : INFO : Epoch 1770 | loss: 0.0311772 | val_loss: 0.0311788 | Time: 1888.23 ms [2021-01-22 05:31:27 main:574] : INFO : Epoch 1771 | loss: 0.0311755 | val_loss: 0.0311837 | Time: 1869.92 ms [2021-01-22 05:31:29 main:574] : INFO : Epoch 1772 | loss: 0.0311775 | val_loss: 0.031187 | Time: 1912.25 ms [2021-01-22 05:31:31 main:574] : INFO : Epoch 1773 | loss: 0.031177 | val_loss: 0.0311796 | Time: 1906.56 ms [2021-01-22 05:31:33 main:574] : INFO : Epoch 1774 | loss: 0.0311786 | val_loss: 0.0311884 | Time: 1982.01 ms [2021-01-22 05:31:35 main:574] : INFO : Epoch 1775 | loss: 0.0311805 | val_loss: 0.0311814 | Time: 1917.79 ms [2021-01-22 05:31:36 main:574] : INFO : Epoch 1776 | loss: 0.031176 | val_loss: 0.0311851 | Time: 1878.85 ms [2021-01-22 05:31:38 main:574] : INFO : Epoch 1777 | loss: 0.0311754 | val_loss: 0.0311784 | Time: 2009.07 ms [2021-01-22 05:31:41 main:574] : INFO : Epoch 1778 | loss: 0.0311755 | val_loss: 0.0311855 | Time: 2018.46 ms [2021-01-22 05:31:43 main:574] : INFO : Epoch 1779 | loss: 0.0311756 | val_loss: 0.0311794 | Time: 2193.77 ms [2021-01-22 05:31:45 main:574] : INFO : Epoch 1780 | loss: 0.0311746 | val_loss: 0.031179 | Time: 1914.77 ms [2021-01-22 05:31:47 main:574] : INFO : Epoch 1781 | loss: 0.0311747 | val_loss: 0.0311791 | Time: 1892.99 ms [2021-01-22 05:31:49 main:574] : INFO : Epoch 1782 | loss: 0.0311766 | val_loss: 0.0311792 | Time: 1949.78 ms [2021-01-22 05:31:51 main:574] : INFO : Epoch 1783 | loss: 0.0311765 | val_loss: 0.0311791 | Time: 1936.94 ms [2021-01-22 05:31:53 main:574] : INFO : Epoch 1784 | loss: 0.031175 | val_loss: 0.0311784 | Time: 2054.79 ms [2021-01-22 05:31:55 main:574] : INFO : Epoch 1785 | loss: 0.0311766 | val_loss: 0.0311786 | Time: 1974.82 ms [2021-01-22 05:31:57 main:574] : INFO : Epoch 1786 | loss: 0.0311749 | val_loss: 0.0311795 | Time: 1855.64 ms [2021-01-22 05:31:59 main:574] : INFO : Epoch 1787 | loss: 0.0311772 | val_loss: 0.0311797 | Time: 2138.76 ms [2021-01-22 05:32:01 main:574] : INFO : Epoch 1788 | loss: 0.0311776 | val_loss: 0.0311795 | Time: 1980.92 ms [2021-01-22 05:32:03 main:574] : INFO : Epoch 1789 | loss: 0.0311763 | val_loss: 0.0311781 | Time: 1980.21 ms [2021-01-22 05:32:05 main:574] : INFO : Epoch 1790 | loss: 0.0311752 | val_loss: 0.0311795 | Time: 2029.86 ms [2021-01-22 05:32:07 main:574] : INFO : Epoch 1791 | loss: 0.0311744 | val_loss: 0.0311777 | Time: 1985.07 ms [2021-01-22 05:32:09 main:574] : INFO : Epoch 1792 | loss: 0.031175 | val_loss: 0.0311798 | Time: 1910.08 ms [2021-01-22 05:32:11 main:574] : INFO : Epoch 1793 | loss: 0.0311745 | val_loss: 0.0311775 | Time: 1950.51 ms [2021-01-22 05:32:13 main:574] : INFO : Epoch 1794 | loss: 0.0311745 | val_loss: 0.031179 | Time: 1999.77 ms [2021-01-22 05:32:15 main:574] : INFO : Epoch 1795 | loss: 0.0311758 | val_loss: 0.031178 | Time: 2040.3 ms [2021-01-22 05:32:17 main:574] : INFO : Epoch 1796 | loss: 0.0311744 | val_loss: 0.0311798 | Time: 1998.12 ms [2021-01-22 05:32:19 main:574] : INFO : Epoch 1797 | loss: 0.0311757 | val_loss: 0.0311787 | Time: 1893.72 ms [2021-01-22 05:32:21 main:574] : INFO : Epoch 1798 | loss: 0.0311741 | val_loss: 0.0311789 | Time: 2059.03 ms [2021-01-22 05:32:23 main:574] : INFO : Epoch 1799 | loss: 0.0311737 | val_loss: 0.0311774 | Time: 1895.08 ms [2021-01-22 05:32:25 main:574] : INFO : Epoch 1800 | loss: 0.0311743 | val_loss: 0.0311828 | Time: 1914.27 ms [2021-01-22 05:32:27 main:574] : INFO : Epoch 1801 | loss: 0.0311761 | val_loss: 0.0311806 | Time: 1873.85 ms [2021-01-22 05:32:29 main:574] : INFO : Epoch 1802 | loss: 0.0311753 | val_loss: 0.0311812 | Time: 1937.75 ms [2021-01-22 05:32:31 main:574] : INFO : Epoch 1803 | loss: 0.0311752 | val_loss: 0.0311805 | Time: 1872.69 ms [2021-01-22 05:32:33 main:574] : INFO : Epoch 1804 | loss: 0.031174 | val_loss: 0.0311772 | Time: 1870.82 ms [2021-01-22 05:32:35 main:574] : INFO : Epoch 1805 | loss: 0.0311731 | val_loss: 0.0311786 | Time: 1877.61 ms [2021-01-22 05:32:37 main:574] : INFO : Epoch 1806 | loss: 0.0311744 | val_loss: 0.0311782 | Time: 1972.98 ms [2021-01-22 05:32:38 main:574] : INFO : Epoch 1807 | loss: 0.0311735 | val_loss: 0.0311794 | Time: 1915.24 ms [2021-01-22 05:32:40 main:574] : INFO : Epoch 1808 | loss: 0.0311743 | val_loss: 0.0311791 | Time: 1868.8 ms [2021-01-22 05:32:42 main:574] : INFO : Epoch 1809 | loss: 0.0311745 | val_loss: 0.031182 | Time: 1975.5 ms [2021-01-22 05:32:44 main:574] : INFO : Epoch 1810 | loss: 0.0311728 | val_loss: 0.0311791 | Time: 1923.25 ms [2021-01-22 05:32:46 main:574] : INFO : Epoch 1811 | loss: 0.0311729 | val_loss: 0.0311797 | Time: 1882.81 ms [2021-01-22 05:32:48 main:574] : INFO : Epoch 1812 | loss: 0.0311731 | val_loss: 0.0311821 | Time: 1917.79 ms [2021-01-22 05:32:50 main:574] : INFO : Epoch 1813 | loss: 0.0311734 | val_loss: 0.0311776 | Time: 2033.25 ms [2021-01-22 05:32:52 main:574] : INFO : Epoch 1814 | loss: 0.0311729 | val_loss: 0.0311776 | Time: 1899.12 ms [2021-01-22 05:32:54 main:574] : INFO : Epoch 1815 | loss: 0.0311728 | val_loss: 0.0311779 | Time: 2056.5 ms [2021-01-22 05:32:56 main:574] : INFO : Epoch 1816 | loss: 0.0311748 | val_loss: 0.0311816 | Time: 1912.57 ms [2021-01-22 05:32:58 main:574] : INFO : Epoch 1817 | loss: 0.0311737 | val_loss: 0.0311787 | Time: 1957.93 ms [2021-01-22 05:33:00 main:574] : INFO : Epoch 1818 | loss: 0.031173 | val_loss: 0.0311792 | Time: 1929.39 ms [2021-01-22 05:33:02 main:574] : INFO : Epoch 1819 | loss: 0.0311747 | val_loss: 0.0311838 | Time: 1907.88 ms [2021-01-22 05:33:04 main:574] : INFO : Epoch 1820 | loss: 0.0311726 | val_loss: 0.0311784 | Time: 1919.5 ms [2021-01-22 05:33:06 main:574] : INFO : Epoch 1821 | loss: 0.0311718 | val_loss: 0.0311807 | Time: 2025.37 ms [2021-01-22 05:33:08 main:574] : INFO : Epoch 1822 | loss: 0.0311726 | val_loss: 0.0311795 | Time: 1926.05 ms [2021-01-22 05:33:10 main:574] : INFO : Epoch 1823 | loss: 0.0311737 | val_loss: 0.0311824 | Time: 1931.7 ms [2021-01-22 05:33:12 main:574] : INFO : Epoch 1824 | loss: 0.0311736 | val_loss: 0.0311787 | Time: 1949.31 ms [2021-01-22 05:33:14 main:574] : INFO : Epoch 1825 | loss: 0.0311749 | val_loss: 0.0311781 | Time: 1961.32 ms [2021-01-22 05:33:16 main:574] : INFO : Epoch 1826 | loss: 0.031173 | val_loss: 0.0311783 | Time: 1861.26 ms [2021-01-22 05:33:18 main:574] : INFO : Epoch 1827 | loss: 0.0311722 | val_loss: 0.0311806 | Time: 1925.65 ms [2021-01-22 05:33:20 main:574] : INFO : Epoch 1828 | loss: 0.0311735 | val_loss: 0.0311797 | Time: 1926.78 ms [2021-01-22 05:33:22 main:574] : INFO : Epoch 1829 | loss: 0.0311735 | val_loss: 0.0311833 | Time: 1901.05 ms [2021-01-22 05:33:24 main:574] : INFO : Epoch 1830 | loss: 0.0311732 | val_loss: 0.0311821 | Time: 1898.29 ms [2021-01-22 05:33:26 main:574] : INFO : Epoch 1831 | loss: 0.031176 | val_loss: 0.0311792 | Time: 1943.25 ms [2021-01-22 05:33:28 main:574] : INFO : Epoch 1832 | loss: 0.0311746 | val_loss: 0.0311808 | Time: 2003.21 ms [2021-01-22 05:33:30 main:574] : INFO : Epoch 1833 | loss: 0.0311738 | val_loss: 0.0311788 | Time: 1915.66 ms [2021-01-22 05:33:32 main:574] : INFO : Epoch 1834 | loss: 0.0311722 | val_loss: 0.0311792 | Time: 2057.8 ms [2021-01-22 05:33:34 main:574] : INFO : Epoch 1835 | loss: 0.0311726 | val_loss: 0.0311802 | Time: 2092.3 ms [2021-01-22 05:33:36 main:574] : INFO : Epoch 1836 | loss: 0.0311736 | val_loss: 0.0311793 | Time: 1885.59 ms [2021-01-22 05:33:38 main:574] : INFO : Epoch 1837 | loss: 0.0311742 | val_loss: 0.0311772 | Time: 2008.01 ms [2021-01-22 05:33:40 main:574] : INFO : Epoch 1838 | loss: 0.0311737 | val_loss: 0.0311802 | Time: 1928.24 ms [2021-01-22 05:33:42 main:574] : INFO : Epoch 1839 | loss: 0.0311745 | val_loss: 0.0311775 | Time: 1895.53 ms [2021-01-22 05:33:44 main:574] : INFO : Epoch 1840 | loss: 0.0311747 | val_loss: 0.0311786 | Time: 1925.9 ms [2021-01-22 05:33:46 main:574] : INFO : Epoch 1841 | loss: 0.0311753 | val_loss: 0.0311794 | Time: 1909.53 ms [2021-01-22 05:33:48 main:574] : INFO : Epoch 1842 | loss: 0.0311785 | val_loss: 0.0311847 | Time: 1898.06 ms [2021-01-22 05:33:50 main:574] : INFO : Epoch 1843 | loss: 0.0311793 | val_loss: 0.0311792 | Time: 2023.47 ms [2021-01-22 05:33:52 main:574] : INFO : Epoch 1844 | loss: 0.031177 | val_loss: 0.0311797 | Time: 1912.38 ms [2021-01-22 05:33:54 main:574] : INFO : Epoch 1845 | loss: 0.0311755 | val_loss: 0.03118 | Time: 1922.99 ms [2021-01-22 05:33:56 main:574] : INFO : Epoch 1846 | loss: 0.0311838 | val_loss: 0.0311933 | Time: 1936.59 ms [2021-01-22 05:33:57 main:574] : INFO : Epoch 1847 | loss: 0.031187 | val_loss: 0.0311825 | Time: 1924.06 ms [2021-01-22 05:33:59 main:574] : INFO : Epoch 1848 | loss: 0.0311856 | val_loss: 0.0311844 | Time: 1932.67 ms [2021-01-22 05:34:02 main:574] : INFO : Epoch 1849 | loss: 0.031181 | val_loss: 0.0311783 | Time: 2124.07 ms [2021-01-22 05:34:04 main:574] : INFO : Epoch 1850 | loss: 0.0311774 | val_loss: 0.031178 | Time: 1935.3 ms [2021-01-22 05:34:06 main:574] : INFO : Epoch 1851 | loss: 0.031179 | val_loss: 0.0311802 | Time: 2021.18 ms [2021-01-22 05:34:08 main:574] : INFO : Epoch 1852 | loss: 0.0311772 | val_loss: 0.0311805 | Time: 1925.09 ms [2021-01-22 05:34:10 main:574] : INFO : Epoch 1853 | loss: 0.0311751 | val_loss: 0.0311798 | Time: 1913.94 ms [2021-01-22 05:34:12 main:574] : INFO : Epoch 1854 | loss: 0.0311772 | val_loss: 0.0311794 | Time: 1939.72 ms [2021-01-22 05:34:14 main:574] : INFO : Epoch 1855 | loss: 0.0311743 | val_loss: 0.0311771 | Time: 2101.66 ms [2021-01-22 05:34:16 main:574] : INFO : Epoch 1856 | loss: 0.0311746 | val_loss: 0.0311805 | Time: 1913.81 ms [2021-01-22 05:34:18 main:574] : INFO : Epoch 1857 | loss: 0.0311753 | val_loss: 0.0311774 | Time: 1942.01 ms [2021-01-22 05:34:20 main:574] : INFO : Epoch 1858 | loss: 0.0311752 | val_loss: 0.0311776 | Time: 2137.71 ms [2021-01-22 05:34:22 main:574] : INFO : Epoch 1859 | loss: 0.0311761 | val_loss: 0.0311809 | Time: 1928.32 ms [2021-01-22 05:34:24 main:574] : INFO : Epoch 1860 | loss: 0.0311756 | val_loss: 0.0311775 | Time: 2029.06 ms [2021-01-22 05:34:26 main:574] : INFO : Epoch 1861 | loss: 0.031174 | val_loss: 0.031178 | Time: 1929.18 ms [2021-01-22 05:34:28 main:574] : INFO : Epoch 1862 | loss: 0.0311749 | val_loss: 0.031178 | Time: 1949.31 ms [2021-01-22 05:34:30 main:574] : INFO : Epoch 1863 | loss: 0.0311758 | val_loss: 0.031183 | Time: 1891.66 ms [2021-01-22 05:34:32 main:574] : INFO : Epoch 1864 | loss: 0.0311757 | val_loss: 0.0311808 | Time: 1948.33 ms [2021-01-22 05:34:34 main:574] : INFO : Epoch 1865 | loss: 0.0311749 | val_loss: 0.0311825 | Time: 1904.85 ms [2021-01-22 05:34:35 main:574] : INFO : Epoch 1866 | loss: 0.0311738 | val_loss: 0.0311806 | Time: 1891.19 ms [2021-01-22 05:34:37 main:574] : INFO : Epoch 1867 | loss: 0.0311753 | val_loss: 0.0311783 | Time: 1895.93 ms [2021-01-22 05:34:39 main:574] : INFO : Epoch 1868 | loss: 0.031175 | val_loss: 0.031178 | Time: 1903.56 ms [2021-01-22 05:34:41 main:574] : INFO : Epoch 1869 | loss: 0.0311745 | val_loss: 0.0311881 | Time: 1899.24 ms [2021-01-22 05:34:43 main:574] : INFO : Epoch 1870 | loss: 0.0311747 | val_loss: 0.0311841 | Time: 2038.57 ms [2021-01-22 05:34:45 main:574] : INFO : Epoch 1871 | loss: 0.0311748 | val_loss: 0.0311795 | Time: 1881.29 ms [2021-01-22 05:34:47 main:574] : INFO : Epoch 1872 | loss: 0.031175 | val_loss: 0.0311784 | Time: 1888.37 ms [2021-01-22 05:34:49 main:574] : INFO : Epoch 1873 | loss: 0.0311735 | val_loss: 0.0311788 | Time: 1917.19 ms [2021-01-22 05:34:51 main:574] : INFO : Epoch 1874 | loss: 0.0311751 | val_loss: 0.0311796 | Time: 1999.29 ms [2021-01-22 05:34:53 main:574] : INFO : Epoch 1875 | loss: 0.0311732 | val_loss: 0.0311801 | Time: 1882.81 ms [2021-01-22 05:34:55 main:574] : INFO : Epoch 1876 | loss: 0.0311719 | val_loss: 0.0311791 | Time: 1880.82 ms [2021-01-22 05:34:57 main:574] : INFO : Epoch 1877 | loss: 0.0311715 | val_loss: 0.03118 | Time: 2010.26 ms [2021-01-22 05:34:59 main:574] : INFO : Epoch 1878 | loss: 0.0311724 | val_loss: 0.031179 | Time: 1909.73 ms [2021-01-22 05:35:01 main:574] : INFO : Epoch 1879 | loss: 0.0311721 | val_loss: 0.0311798 | Time: 1928.09 ms [2021-01-22 05:35:03 main:574] : INFO : Epoch 1880 | loss: 0.0311723 | val_loss: 0.0311794 | Time: 1935.79 ms [2021-01-22 05:35:05 main:574] : INFO : Epoch 1881 | loss: 0.031172 | val_loss: 0.031185 | Time: 1892.53 ms [2021-01-22 05:35:07 main:574] : INFO : Epoch 1882 | loss: 0.0311745 | val_loss: 0.031187 | Time: 2000.64 ms [2021-01-22 05:35:09 main:574] : INFO : Epoch 1883 | loss: 0.0311737 | val_loss: 0.0311786 | Time: 1921.97 ms [2021-01-22 05:35:11 main:574] : INFO : Epoch 1884 | loss: 0.031171 | val_loss: 0.0311793 | Time: 1992.62 ms [2021-01-22 05:35:13 main:574] : INFO : Epoch 1885 | loss: 0.0311732 | val_loss: 0.031178 | Time: 1985.6 ms [2021-01-22 05:35:15 main:574] : INFO : Epoch 1886 | loss: 0.0311742 | val_loss: 0.0311798 | Time: 1978.66 ms [2021-01-22 05:35:17 main:574] : INFO : Epoch 1887 | loss: 0.0311717 | val_loss: 0.0311798 | Time: 1896.93 ms [2021-01-22 05:35:19 main:574] : INFO : Epoch 1888 | loss: 0.0311712 | val_loss: 0.0311782 | Time: 1884.18 ms [2021-01-22 05:35:21 main:574] : INFO : Epoch 1889 | loss: 0.0311714 | val_loss: 0.0311788 | Time: 1930.9 ms [2021-01-22 05:35:23 main:574] : INFO : Epoch 1890 | loss: 0.0311719 | val_loss: 0.0311782 | Time: 2005.49 ms [2021-01-22 05:35:25 main:574] : INFO : Epoch 1891 | loss: 0.0311727 | val_loss: 0.0311811 | Time: 1879.37 ms [2021-01-22 05:35:27 main:574] : INFO : Epoch 1892 | loss: 0.0311707 | val_loss: 0.0311807 | Time: 1879.99 ms [2021-01-22 05:35:28 main:574] : INFO : Epoch 1893 | loss: 0.0311712 | val_loss: 0.0311818 | Time: 1879.16 ms [2021-01-22 05:35:30 main:574] : INFO : Epoch 1894 | loss: 0.0311719 | val_loss: 0.0311825 | Time: 1937.2 ms [2021-01-22 05:35:32 main:574] : INFO : Epoch 1895 | loss: 0.031171 | val_loss: 0.0311813 | Time: 1880.62 ms [2021-01-22 05:35:34 main:574] : INFO : Epoch 1896 | loss: 0.0311719 | val_loss: 0.0311841 | Time: 2046.79 ms [2021-01-22 05:35:36 main:574] : INFO : Epoch 1897 | loss: 0.0311711 | val_loss: 0.0311787 | Time: 1888.27 ms [2021-01-22 05:35:38 main:574] : INFO : Epoch 1898 | loss: 0.0311692 | val_loss: 0.0311857 | Time: 2001.18 ms [2021-01-22 05:35:40 main:574] : INFO : Epoch 1899 | loss: 0.0311726 | val_loss: 0.031179 | Time: 1891.85 ms [2021-01-22 05:35:42 main:574] : INFO : Epoch 1900 | loss: 0.0311727 | val_loss: 0.0311825 | Time: 1934.23 ms [2021-01-22 05:35:44 main:574] : INFO : Epoch 1901 | loss: 0.0311738 | val_loss: 0.0311794 | Time: 1893.67 ms [2021-01-22 05:35:46 main:574] : INFO : Epoch 1902 | loss: 0.0311712 | val_loss: 0.0311827 | Time: 1884.06 ms [2021-01-22 05:35:48 main:574] : INFO : Epoch 1903 | loss: 0.0311718 | val_loss: 0.0311798 | Time: 1890.34 ms [2021-01-22 05:35:50 main:574] : INFO : Epoch 1904 | loss: 0.0311722 | val_loss: 0.031181 | Time: 1885.71 ms [2021-01-22 05:35:52 main:574] : INFO : Epoch 1905 | loss: 0.0311721 | val_loss: 0.0311799 | Time: 1900.03 ms [2021-01-22 05:35:54 main:574] : INFO : Epoch 1906 | loss: 0.0311721 | val_loss: 0.0311807 | Time: 1951.38 ms [2021-01-22 05:35:56 main:574] : INFO : Epoch 1907 | loss: 0.031173 | val_loss: 0.0311798 | Time: 1900.44 ms [2021-01-22 05:35:58 main:574] : INFO : Epoch 1908 | loss: 0.0311707 | val_loss: 0.0311801 | Time: 1886.14 ms [2021-01-22 05:36:00 main:574] : INFO : Epoch 1909 | loss: 0.0311703 | val_loss: 0.0311797 | Time: 2052.25 ms [2021-01-22 05:36:02 main:574] : INFO : Epoch 1910 | loss: 0.0311694 | val_loss: 0.0311797 | Time: 1881.32 ms [2021-01-22 05:36:04 main:574] : INFO : Epoch 1911 | loss: 0.0311713 | val_loss: 0.0311815 | Time: 1893.46 ms [2021-01-22 05:36:06 main:574] : INFO : Epoch 1912 | loss: 0.0311714 | val_loss: 0.0311812 | Time: 1912.64 ms [2021-01-22 05:36:08 main:574] : INFO : Epoch 1913 | loss: 0.0311697 | val_loss: 0.0311809 | Time: 1972.16 ms [2021-01-22 05:36:10 main:574] : INFO : Epoch 1914 | loss: 0.0311708 | val_loss: 0.0311816 | Time: 1928.39 ms [2021-01-22 05:36:12 main:574] : INFO : Epoch 1915 | loss: 0.0311707 | val_loss: 0.0311818 | Time: 1902.34 ms [2021-01-22 05:36:14 main:574] : INFO : Epoch 1916 | loss: 0.0311756 | val_loss: 0.0311816 | Time: 2093.89 ms [2021-01-22 05:36:16 main:574] : INFO : Epoch 1917 | loss: 0.0311735 | val_loss: 0.0311822 | Time: 1908.81 ms [2021-01-22 05:36:18 main:574] : INFO : Epoch 1918 | loss: 0.0311723 | val_loss: 0.0311802 | Time: 1981.77 ms [2021-01-22 05:36:20 main:574] : INFO : Epoch 1919 | loss: 0.0311696 | val_loss: 0.0311806 | Time: 1894.12 ms [2021-01-22 05:36:22 main:574] : INFO : Epoch 1920 | loss: 0.0311692 | val_loss: 0.0311797 | Time: 1939.58 ms [2021-01-22 05:36:24 main:574] : INFO : Epoch 1921 | loss: 0.0311725 | val_loss: 0.0311895 | Time: 2074.43 ms [2021-01-22 05:36:26 main:574] : INFO : Epoch 1922 | loss: 0.0311748 | val_loss: 0.0311808 | Time: 1898.62 ms [2021-01-22 05:36:28 main:574] : INFO : Epoch 1923 | loss: 0.0311707 | val_loss: 0.0311794 | Time: 1942.97 ms [2021-01-22 05:36:29 main:574] : INFO : Epoch 1924 | loss: 0.0311686 | val_loss: 0.0311812 | Time: 1962.54 ms [2021-01-22 05:36:31 main:574] : INFO : Epoch 1925 | loss: 0.0311685 | val_loss: 0.0311807 | Time: 1952.38 ms [2021-01-22 05:36:33 main:574] : INFO : Epoch 1926 | loss: 0.0311696 | val_loss: 0.0311832 | Time: 1872.21 ms [2021-01-22 05:36:35 main:574] : INFO : Epoch 1927 | loss: 0.0311705 | val_loss: 0.0311889 | Time: 1897.6 ms [2021-01-22 05:36:37 main:574] : INFO : Epoch 1928 | loss: 0.0311731 | val_loss: 0.0311848 | Time: 2013.18 ms [2021-01-22 05:36:39 main:574] : INFO : Epoch 1929 | loss: 0.0311741 | val_loss: 0.0311799 | Time: 1973.1 ms [2021-01-22 05:36:41 main:574] : INFO : Epoch 1930 | loss: 0.0311718 | val_loss: 0.0311844 | Time: 1906.87 ms [2021-01-22 05:36:43 main:574] : INFO : Epoch 1931 | loss: 0.0311723 | val_loss: 0.0311811 | Time: 1872.87 ms [2021-01-22 05:36:45 main:574] : INFO : Epoch 1932 | loss: 0.0311704 | val_loss: 0.0311826 | Time: 1881.26 ms [2021-01-22 05:36:47 main:574] : INFO : Epoch 1933 | loss: 0.0311694 | val_loss: 0.0311799 | Time: 1900.15 ms [2021-01-22 05:36:49 main:574] : INFO : Epoch 1934 | loss: 0.0311734 | val_loss: 0.0311783 | Time: 1890.03 ms [2021-01-22 05:36:51 main:574] : INFO : Epoch 1935 | loss: 0.0311731 | val_loss: 0.0311785 | Time: 1877.27 ms [2021-01-22 05:36:53 main:574] : INFO : Epoch 1936 | loss: 0.0311736 | val_loss: 0.0311806 | Time: 1897.65 ms [2021-01-22 05:36:55 main:574] : INFO : Epoch 1937 | loss: 0.0311784 | val_loss: 0.0311935 | Time: 1914.38 ms [2021-01-22 05:36:57 main:574] : INFO : Epoch 1938 | loss: 0.0311793 | val_loss: 0.0311778 | Time: 1887.08 ms [2021-01-22 05:36:59 main:574] : INFO : Epoch 1939 | loss: 0.0311748 | val_loss: 0.0311837 | Time: 1935.76 ms [2021-01-22 05:37:01 main:574] : INFO : Epoch 1940 | loss: 0.0311738 | val_loss: 0.0311782 | Time: 1881.51 ms [2021-01-22 05:37:03 main:574] : INFO : Epoch 1941 | loss: 0.0311716 | val_loss: 0.0311783 | Time: 1997.08 ms [2021-01-22 05:37:05 main:574] : INFO : Epoch 1942 | loss: 0.0311753 | val_loss: 0.0311781 | Time: 1888.1 ms [2021-01-22 05:37:07 main:574] : INFO : Epoch 1943 | loss: 0.0311726 | val_loss: 0.031186 | Time: 1960.36 ms [2021-01-22 05:37:09 main:574] : INFO : Epoch 1944 | loss: 0.0311739 | val_loss: 0.0311783 | Time: 1951.52 ms [2021-01-22 05:37:10 main:574] : INFO : Epoch 1945 | loss: 0.0311714 | val_loss: 0.0311777 | Time: 1894.93 ms [2021-01-22 05:37:13 main:574] : INFO : Epoch 1946 | loss: 0.0311711 | val_loss: 0.0311762 | Time: 2007.27 ms [2021-01-22 05:37:14 main:574] : INFO : Epoch 1947 | loss: 0.0311704 | val_loss: 0.0311802 | Time: 1956.91 ms [2021-01-22 05:37:16 main:574] : INFO : Epoch 1948 | loss: 0.0311722 | val_loss: 0.0311775 | Time: 1864.29 ms [2021-01-22 05:37:18 main:574] : INFO : Epoch 1949 | loss: 0.0311739 | val_loss: 0.0311808 | Time: 1948.2 ms [2021-01-22 05:37:20 main:574] : INFO : Epoch 1950 | loss: 0.031174 | val_loss: 0.0311795 | Time: 1885.72 ms [2021-01-22 05:37:22 main:574] : INFO : Epoch 1951 | loss: 0.0311728 | val_loss: 0.0311804 | Time: 2010.62 ms [2021-01-22 05:37:24 main:574] : INFO : Epoch 1952 | loss: 0.0311715 | val_loss: 0.0311787 | Time: 1967.33 ms [2021-01-22 05:37:26 main:574] : INFO : Epoch 1953 | loss: 0.0311735 | val_loss: 0.0311799 | Time: 1912.61 ms [2021-01-22 05:37:28 main:574] : INFO : Epoch 1954 | loss: 0.0311717 | val_loss: 0.0311783 | Time: 2032.18 ms [2021-01-22 05:37:30 main:574] : INFO : Epoch 1955 | loss: 0.0311721 | val_loss: 0.0311806 | Time: 2050.94 ms [2021-01-22 05:37:32 main:574] : INFO : Epoch 1956 | loss: 0.0311735 | val_loss: 0.0311801 | Time: 1858.89 ms [2021-01-22 05:37:34 main:574] : INFO : Epoch 1957 | loss: 0.0311733 | val_loss: 0.0311791 | Time: 1941.07 ms [2021-01-22 05:37:36 main:574] : INFO : Epoch 1958 | loss: 0.0311714 | val_loss: 0.0311785 | Time: 1867.65 ms [2021-01-22 05:37:38 main:574] : INFO : Epoch 1959 | loss: 0.0311697 | val_loss: 0.03118 | Time: 1900.6 ms [2021-01-22 05:37:40 main:574] : INFO : Epoch 1960 | loss: 0.0311689 | val_loss: 0.0311785 | Time: 1867.03 ms [2021-01-22 05:37:42 main:574] : INFO : Epoch 1961 | loss: 0.0311715 | val_loss: 0.0311843 | Time: 1907.13 ms [2021-01-22 05:37:44 main:574] : INFO : Epoch 1962 | loss: 0.0311741 | val_loss: 0.031181 | Time: 1897.52 ms [2021-01-22 05:37:46 main:574] : INFO : Epoch 1963 | loss: 0.0311736 | val_loss: 0.0311764 | Time: 1910.76 ms [2021-01-22 05:37:48 main:574] : INFO : Epoch 1964 | loss: 0.0311728 | val_loss: 0.0311772 | Time: 1970.02 ms [2021-01-22 05:37:50 main:574] : INFO : Epoch 1965 | loss: 0.0311757 | val_loss: 0.0311789 | Time: 1906.44 ms [2021-01-22 05:37:52 main:574] : INFO : Epoch 1966 | loss: 0.0311732 | val_loss: 0.0311777 | Time: 1961.45 ms [2021-01-22 05:37:54 main:574] : INFO : Epoch 1967 | loss: 0.0311741 | val_loss: 0.0311759 | Time: 1897.34 ms [2021-01-22 05:37:56 main:574] : INFO : Epoch 1968 | loss: 0.0311705 | val_loss: 0.031176 | Time: 2046.16 ms [2021-01-22 05:37:58 main:574] : INFO : Epoch 1969 | loss: 0.0311708 | val_loss: 0.0311786 | Time: 2091 ms [2021-01-22 05:38:00 main:574] : INFO : Epoch 1970 | loss: 0.0311728 | val_loss: 0.0311766 | Time: 1924.29 ms [2021-01-22 05:38:02 main:574] : INFO : Epoch 1971 | loss: 0.0311704 | val_loss: 0.0311757 | Time: 1855.9 ms [2021-01-22 05:38:04 main:574] : INFO : Epoch 1972 | loss: 0.0311691 | val_loss: 0.0311763 | Time: 1954.76 ms [2021-01-22 05:38:06 main:574] : INFO : Epoch 1973 | loss: 0.03117 | val_loss: 0.0311771 | Time: 1907.38 ms [2021-01-22 05:38:08 main:574] : INFO : Epoch 1974 | loss: 0.0311685 | val_loss: 0.0311767 | Time: 1902.75 ms [2021-01-22 05:38:10 main:574] : INFO : Epoch 1975 | loss: 0.0311678 | val_loss: 0.0311766 | Time: 1967.51 ms [2021-01-22 05:38:12 main:574] : INFO : Epoch 1976 | loss: 0.0311675 | val_loss: 0.0311776 | Time: 1994.49 ms [2021-01-22 05:38:14 main:574] : INFO : Epoch 1977 | loss: 0.0311671 | val_loss: 0.031177 | Time: 1950.7 ms [2021-01-22 05:38:16 main:574] : INFO : Epoch 1978 | loss: 0.031167 | val_loss: 0.0311765 | Time: 1987.94 ms [2021-01-22 05:38:18 main:574] : INFO : Epoch 1979 | loss: 0.0311673 | val_loss: 0.0311779 | Time: 1923 ms [2021-01-22 05:38:20 main:574] : INFO : Epoch 1980 | loss: 0.0311675 | val_loss: 0.0311784 | Time: 2032.87 ms [2021-01-22 05:38:22 main:574] : INFO : Epoch 1981 | loss: 0.031169 | val_loss: 0.0311779 | Time: 1923.24 ms [2021-01-22 05:38:24 main:574] : INFO : Epoch 1982 | loss: 0.0311683 | val_loss: 0.0311821 | Time: 1953.58 ms [2021-01-22 05:38:26 main:574] : INFO : Epoch 1983 | loss: 0.0311677 | val_loss: 0.0311776 | Time: 1925.66 ms [2021-01-22 05:38:28 main:574] : INFO : Epoch 1984 | loss: 0.0311682 | val_loss: 0.0311789 | Time: 1865.77 ms [2021-01-22 05:38:30 main:574] : INFO : Epoch 1985 | loss: 0.0311678 | val_loss: 0.0311771 | Time: 1910.28 ms [2021-01-22 05:38:32 main:574] : INFO : Epoch 1986 | loss: 0.0311672 | val_loss: 0.0311775 | Time: 1902.36 ms [2021-01-22 05:38:34 main:574] : INFO : Epoch 1987 | loss: 0.0311706 | val_loss: 0.0311776 | Time: 1977.83 ms [2021-01-22 05:38:35 main:574] : INFO : Epoch 1988 | loss: 0.031171 | val_loss: 0.0311839 | Time: 1907.29 ms [2021-01-22 05:38:38 main:574] : INFO : Epoch 1989 | loss: 0.0311698 | val_loss: 0.0311775 | Time: 2090.41 ms [2021-01-22 05:38:40 main:574] : INFO : Epoch 1990 | loss: 0.0311662 | val_loss: 0.0311789 | Time: 2123.45 ms [2021-01-22 05:38:42 main:574] : INFO : Epoch 1991 | loss: 0.0311686 | val_loss: 0.0311806 | Time: 2025.1 ms [2021-01-22 05:38:44 main:574] : INFO : Epoch 1992 | loss: 0.0311681 | val_loss: 0.0311784 | Time: 1927.62 ms [2021-01-22 05:38:46 main:574] : INFO : Epoch 1993 | loss: 0.0311683 | val_loss: 0.0311791 | Time: 1908.75 ms [2021-01-22 05:38:48 main:574] : INFO : Epoch 1994 | loss: 0.0311682 | val_loss: 0.0311802 | Time: 1978.23 ms [2021-01-22 05:38:50 main:574] : INFO : Epoch 1995 | loss: 0.0311674 | val_loss: 0.0311757 | Time: 2063.86 ms [2021-01-22 05:38:52 main:574] : INFO : Epoch 1996 | loss: 0.031168 | val_loss: 0.0311789 | Time: 1936.97 ms [2021-01-22 05:38:54 main:574] : INFO : Epoch 1997 | loss: 0.0311675 | val_loss: 0.0311804 | Time: 1931.25 ms [2021-01-22 05:38:56 main:574] : INFO : Epoch 1998 | loss: 0.0311682 | val_loss: 0.0311866 | Time: 1899.69 ms [2021-01-22 05:38:58 main:574] : INFO : Epoch 1999 | loss: 0.0311683 | val_loss: 0.0311809 | Time: 1882.76 ms [2021-01-22 05:39:00 main:574] : INFO : Epoch 2000 | loss: 0.0311666 | val_loss: 0.0311785 | Time: 1914.93 ms [2021-01-22 05:39:01 main:574] : INFO : Epoch 2001 | loss: 0.0311674 | val_loss: 0.0311826 | Time: 1877.24 ms [2021-01-22 05:39:03 main:574] : INFO : Epoch 2002 | loss: 0.0311687 | val_loss: 0.0311855 | Time: 1951.26 ms [2021-01-22 05:39:05 main:574] : INFO : Epoch 2003 | loss: 0.0311664 | val_loss: 0.0311795 | Time: 1977.42 ms [2021-01-22 05:39:07 main:574] : INFO : Epoch 2004 | loss: 0.0311661 | val_loss: 0.0311808 | Time: 1922.72 ms [2021-01-22 05:39:09 main:574] : INFO : Epoch 2005 | loss: 0.0311669 | val_loss: 0.0311798 | Time: 1937.86 ms [2021-01-22 05:39:11 main:574] : INFO : Epoch 2006 | loss: 0.0311686 | val_loss: 0.0311919 | Time: 1946.41 ms [2021-01-22 05:39:13 main:574] : INFO : Epoch 2007 | loss: 0.0311687 | val_loss: 0.0311803 | Time: 1913.4 ms [2021-01-22 05:39:15 main:574] : INFO : Epoch 2008 | loss: 0.031167 | val_loss: 0.0311803 | Time: 2061.76 ms [2021-01-22 05:39:17 main:574] : INFO : Epoch 2009 | loss: 0.0311664 | val_loss: 0.0311791 | Time: 1869.91 ms [2021-01-22 05:39:19 main:574] : INFO : Epoch 2010 | loss: 0.0311696 | val_loss: 0.0311836 | Time: 1880.97 ms [2021-01-22 05:39:21 main:574] : INFO : Epoch 2011 | loss: 0.0311689 | val_loss: 0.0311846 | Time: 1982.12 ms [2021-01-22 05:39:23 main:574] : INFO : Epoch 2012 | loss: 0.0311699 | val_loss: 0.0311832 | Time: 1877.72 ms [2021-01-22 05:39:25 main:574] : INFO : Epoch 2013 | loss: 0.0311706 | val_loss: 0.0311844 | Time: 2158.95 ms [2021-01-22 05:39:27 main:574] : INFO : Epoch 2014 | loss: 0.0311663 | val_loss: 0.0311815 | Time: 1932.73 ms [2021-01-22 05:39:29 main:574] : INFO : Epoch 2015 | loss: 0.031167 | val_loss: 0.0311781 | Time: 1956.96 ms [2021-01-22 05:39:31 main:574] : INFO : Epoch 2016 | loss: 0.031166 | val_loss: 0.0311787 | Time: 2063.07 ms [2021-01-22 05:39:33 main:574] : INFO : Epoch 2017 | loss: 0.0311667 | val_loss: 0.0311831 | Time: 1931.61 ms [2021-01-22 05:39:35 main:574] : INFO : Epoch 2018 | loss: 0.0311653 | val_loss: 0.0311782 | Time: 1866.41 ms [2021-01-22 05:39:37 main:574] : INFO : Epoch 2019 | loss: 0.0311643 | val_loss: 0.0311813 | Time: 2051.75 ms [2021-01-22 05:39:39 main:574] : INFO : Epoch 2020 | loss: 0.0311648 | val_loss: 0.0311803 | Time: 1870.82 ms [2021-01-22 05:39:41 main:574] : INFO : Epoch 2021 | loss: 0.031165 | val_loss: 0.0311833 | Time: 2174.16 ms [2021-01-22 05:39:43 main:574] : INFO : Epoch 2022 | loss: 0.0311656 | val_loss: 0.0311811 | Time: 1979.04 ms [2021-01-22 05:39:46 main:574] : INFO : Epoch 2023 | loss: 0.0311654 | val_loss: 0.0311808 | Time: 2122.02 ms [2021-01-22 05:39:48 main:574] : INFO : Epoch 2024 | loss: 0.0311649 | val_loss: 0.0311813 | Time: 1907.69 ms [2021-01-22 05:39:49 main:574] : INFO : Epoch 2025 | loss: 0.0311664 | val_loss: 0.0311771 | Time: 1936.22 ms [2021-01-22 05:39:51 main:574] : INFO : Epoch 2026 | loss: 0.031166 | val_loss: 0.031181 | Time: 1880.17 ms [2021-01-22 05:39:53 main:574] : INFO : Epoch 2027 | loss: 0.0311644 | val_loss: 0.0311787 | Time: 1901.06 ms [2021-01-22 05:39:55 main:574] : INFO : Epoch 2028 | loss: 0.0311648 | val_loss: 0.0311842 | Time: 1901.99 ms [2021-01-22 05:39:57 main:574] : INFO : Epoch 2029 | loss: 0.0311637 | val_loss: 0.0311781 | Time: 1919.25 ms [2021-01-22 05:39:59 main:574] : INFO : Epoch 2030 | loss: 0.0311634 | val_loss: 0.0311784 | Time: 2075.85 ms [2021-01-22 05:40:01 main:574] : INFO : Epoch 2031 | loss: 0.0311633 | val_loss: 0.0311817 | Time: 1946.85 ms [2021-01-22 05:40:03 main:574] : INFO : Epoch 2032 | loss: 0.0311632 | val_loss: 0.0311784 | Time: 1882.9 ms [2021-01-22 05:40:05 main:574] : INFO : Epoch 2033 | loss: 0.0311639 | val_loss: 0.0311809 | Time: 1968.22 ms [2021-01-22 05:40:07 main:574] : INFO : Epoch 2034 | loss: 0.0311647 | val_loss: 0.0311781 | Time: 2068.68 ms [2021-01-22 05:40:09 main:574] : INFO : Epoch 2035 | loss: 0.0311644 | val_loss: 0.0311786 | Time: 1882.82 ms [2021-01-22 05:40:11 main:574] : INFO : Epoch 2036 | loss: 0.0311664 | val_loss: 0.0311786 | Time: 1894.15 ms [2021-01-22 05:40:13 main:574] : INFO : Epoch 2037 | loss: 0.0311725 | val_loss: 0.0311769 | Time: 2107.46 ms [2021-01-22 05:40:15 main:574] : INFO : Epoch 2038 | loss: 0.0311718 | val_loss: 0.0311766 | Time: 1888.95 ms [2021-01-22 05:40:17 main:574] : INFO : Epoch 2039 | loss: 0.0311725 | val_loss: 0.0311821 | Time: 2009.8 ms [2021-01-22 05:40:19 main:574] : INFO : Epoch 2040 | loss: 0.0311708 | val_loss: 0.0311787 | Time: 1900.71 ms [2021-01-22 05:40:21 main:574] : INFO : Epoch 2041 | loss: 0.031171 | val_loss: 0.0311785 | Time: 1922.8 ms [2021-01-22 05:40:23 main:574] : INFO : Epoch 2042 | loss: 0.0311713 | val_loss: 0.0311787 | Time: 2127.26 ms [2021-01-22 05:40:25 main:574] : INFO : Epoch 2043 | loss: 0.0311711 | val_loss: 0.031183 | Time: 1888.05 ms [2021-01-22 05:40:27 main:574] : INFO : Epoch 2044 | loss: 0.0311713 | val_loss: 0.0311793 | Time: 1903.27 ms [2021-01-22 05:40:29 main:574] : INFO : Epoch 2045 | loss: 0.0311746 | val_loss: 0.0311822 | Time: 1927.77 ms [2021-01-22 05:40:31 main:574] : INFO : Epoch 2046 | loss: 0.0311748 | val_loss: 0.0311804 | Time: 1924.7 ms [2021-01-22 05:40:33 main:574] : INFO : Epoch 2047 | loss: 0.0311732 | val_loss: 0.0311798 | Time: 1939.32 ms [2021-01-22 05:40:35 main:574] : INFO : Epoch 2048 | loss: 0.031174 | val_loss: 0.0311791 | Time: 1915.04 ms [2021-01-22 05:40:35 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311791 [2021-01-22 05:40:35 main:603] : INFO : Saving end state to config to file [2021-01-22 05:40:35 main:608] : INFO : Success, exiting.. 05:40:35 (3980): 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)