Task 3774634
| Name | ParityModified-1608176537-21927-7_1 |
| Workunit | 1922720 |
| Created | 22 Jan 2021, 7:31:09 UTC |
| Sent | 22 Jan 2021, 7:51:53 UTC |
| Report deadline | 29 Jan 2021, 7:51:53 UTC |
| Received | 22 Jan 2021, 10:08:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 780 |
| Run time | 1 hours 8 min 16 sec |
| CPU time | 1 hours 4 min 16 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> in:574] : INFO : Epoch 1542 | loss: 0.0311834 | val_loss: 0.0311825 | Time: 1988.97 ms [2021-01-22 00:50:36 main:574] : INFO : Epoch 1543 | loss: 0.0311823 | val_loss: 0.0311828 | Time: 1969.74 ms [2021-01-22 00:50:38 main:574] : INFO : Epoch 1544 | loss: 0.0311803 | val_loss: 0.0311832 | Time: 1943.27 ms [2021-01-22 00:50:40 main:574] : INFO : Epoch 1545 | loss: 0.0311795 | val_loss: 0.0311835 | Time: 2030.26 ms [2021-01-22 00:50:42 main:574] : INFO : Epoch 1546 | loss: 0.0311799 | val_loss: 0.0311847 | Time: 1994.84 ms [2021-01-22 00:50:44 main:574] : INFO : Epoch 1547 | loss: 0.0311793 | val_loss: 0.0311852 | Time: 1917.55 ms [2021-01-22 00:50:46 main:574] : INFO : Epoch 1548 | loss: 0.0311787 | val_loss: 0.0311824 | Time: 1960.33 ms [2021-01-22 00:50:48 main:574] : INFO : Epoch 1549 | loss: 0.0311788 | val_loss: 0.0311837 | Time: 1901.62 ms [2021-01-22 00:50:50 main:574] : INFO : Epoch 1550 | loss: 0.0311789 | val_loss: 0.0311828 | Time: 1975.69 ms [2021-01-22 00:50:52 main:574] : INFO : Epoch 1551 | loss: 0.03118 | val_loss: 0.0311829 | Time: 1890.4 ms [2021-01-22 00:50:53 main:574] : INFO : Epoch 1552 | loss: 0.0311789 | val_loss: 0.0311821 | Time: 1878.57 ms [2021-01-22 00:50:55 main:574] : INFO : Epoch 1553 | loss: 0.0311784 | val_loss: 0.0311832 | Time: 1892.67 ms [2021-01-22 00:50:57 main:574] : INFO : Epoch 1554 | loss: 0.0311782 | val_loss: 0.0311827 | Time: 1942.51 ms [2021-01-22 00:50:59 main:574] : INFO : Epoch 1555 | loss: 0.031178 | val_loss: 0.0311846 | Time: 1925.97 ms [2021-01-22 00:51:01 main:574] : INFO : Epoch 1556 | loss: 0.0311785 | val_loss: 0.0311829 | Time: 1922.98 ms [2021-01-22 00:51:03 main:574] : INFO : Epoch 1557 | loss: 0.0311785 | val_loss: 0.031183 | Time: 1926.77 ms [2021-01-22 00:51:05 main:574] : INFO : Epoch 1558 | loss: 0.0311782 | val_loss: 0.0311828 | Time: 1927.21 ms [2021-01-22 00:51:07 main:574] : INFO : Epoch 1559 | loss: 0.0311782 | val_loss: 0.0311845 | Time: 1990.93 ms [2021-01-22 00:51:09 main:574] : INFO : Epoch 1560 | loss: 0.0311784 | val_loss: 0.0311863 | Time: 2020.57 ms [2021-01-22 00:51:11 main:574] : INFO : Epoch 1561 | loss: 0.0311819 | val_loss: 0.0311897 | Time: 2055.82 ms [2021-01-22 00:51:13 main:574] : INFO : Epoch 1562 | loss: 0.0311819 | val_loss: 0.0311841 | Time: 2068.19 ms [2021-01-22 00:51:15 main:574] : INFO : Epoch 1563 | loss: 0.0311786 | val_loss: 0.0311858 | Time: 1895.26 ms [2021-01-22 00:51:17 main:574] : INFO : Epoch 1564 | loss: 0.0311773 | val_loss: 0.031182 | Time: 2092.18 ms [2021-01-22 00:51:19 main:574] : INFO : Epoch 1565 | loss: 0.0311772 | val_loss: 0.0311821 | Time: 1899.95 ms [2021-01-22 00:51:21 main:574] : INFO : Epoch 1566 | loss: 0.0311773 | val_loss: 0.0311865 | Time: 1893.06 ms [2021-01-22 00:51:23 main:574] : INFO : Epoch 1567 | loss: 0.0311779 | val_loss: 0.0311821 | Time: 1939.57 ms [2021-01-22 00:51:25 main:574] : INFO : Epoch 1568 | loss: 0.0311772 | val_loss: 0.0311833 | Time: 1901.52 ms [2021-01-22 00:51:27 main:574] : INFO : Epoch 1569 | loss: 0.0311774 | val_loss: 0.0311823 | Time: 1928.29 ms [2021-01-22 00:51:29 main:574] : INFO : Epoch 1570 | loss: 0.0311778 | val_loss: 0.0311845 | Time: 2010.54 ms [2021-01-22 00:51:31 main:574] : INFO : Epoch 1571 | loss: 0.0311778 | val_loss: 0.0311838 | Time: 1928.96 ms [2021-01-22 00:51:33 main:574] : INFO : Epoch 1572 | loss: 0.0311775 | val_loss: 0.0311824 | Time: 1933.61 ms [2021-01-22 00:51:35 main:574] : INFO : Epoch 1573 | loss: 0.0311777 | val_loss: 0.0311826 | Time: 1996.87 ms [2021-01-22 00:51:37 main:574] : INFO : Epoch 1574 | loss: 0.0311778 | val_loss: 0.0311821 | Time: 1880.12 ms [2021-01-22 00:51:39 main:574] : INFO : Epoch 1575 | loss: 0.0311792 | val_loss: 0.0311832 | Time: 2006.49 ms [2021-01-22 00:51:41 main:574] : INFO : Epoch 1576 | loss: 0.0311792 | val_loss: 0.0311874 | Time: 1991.99 ms [2021-01-22 00:51:43 main:574] : INFO : Epoch 1577 | loss: 0.0311794 | val_loss: 0.0311821 | Time: 1926.61 ms [2021-01-22 00:51:45 main:574] : INFO : Epoch 1578 | loss: 0.031178 | val_loss: 0.031182 | Time: 1919.45 ms [2021-01-22 00:51:47 main:574] : INFO : Epoch 1579 | loss: 0.0311784 | val_loss: 0.0311835 | Time: 1908.26 ms [2021-01-22 00:51:49 main:574] : INFO : Epoch 1580 | loss: 0.0311789 | val_loss: 0.0311828 | Time: 1998.32 ms [2021-01-22 00:51:51 main:574] : INFO : Epoch 1581 | loss: 0.0311776 | val_loss: 0.031182 | Time: 1890.31 ms [2021-01-22 00:51:53 main:574] : INFO : Epoch 1582 | loss: 0.0311776 | val_loss: 0.0311817 | Time: 1958.21 ms [2021-01-22 00:51:55 main:574] : INFO : Epoch 1583 | loss: 0.0311781 | val_loss: 0.0311845 | Time: 1882.16 ms [2021-01-22 00:51:57 main:574] : INFO : Epoch 1584 | loss: 0.0311777 | val_loss: 0.0311814 | Time: 1966.42 ms [2021-01-22 00:51:59 main:574] : INFO : Epoch 1585 | loss: 0.0311781 | val_loss: 0.0311842 | Time: 1891.33 ms [2021-01-22 00:52:01 main:574] : INFO : Epoch 1586 | loss: 0.031179 | val_loss: 0.0311818 | Time: 1890.64 ms [2021-01-22 00:52:03 main:574] : INFO : Epoch 1587 | loss: 0.0311773 | val_loss: 0.0311827 | Time: 1901.56 ms [2021-01-22 00:52:05 main:574] : INFO : Epoch 1588 | loss: 0.0311772 | val_loss: 0.0311813 | Time: 1949.18 ms [2021-01-22 00:52:06 main:574] : INFO : Epoch 1589 | loss: 0.0311772 | val_loss: 0.0311806 | Time: 1925.81 ms [2021-01-22 00:52:08 main:574] : INFO : Epoch 1590 | loss: 0.0311768 | val_loss: 0.031181 | Time: 1920.57 ms [2021-01-22 00:52:10 main:574] : INFO : Epoch 1591 | loss: 0.0311768 | val_loss: 0.0311845 | Time: 1908.77 ms [2021-01-22 00:52:12 main:574] : INFO : Epoch 1592 | loss: 0.031178 | val_loss: 0.0311806 | Time: 1938.54 ms [2021-01-22 00:52:14 main:574] : INFO : Epoch 1593 | loss: 0.031178 | val_loss: 0.031182 | Time: 1931.16 ms [2021-01-22 00:52:16 main:574] : INFO : Epoch 1594 | loss: 0.0311769 | val_loss: 0.0311806 | Time: 2006.33 ms [2021-01-22 00:52:18 main:574] : INFO : Epoch 1595 | loss: 0.0311772 | val_loss: 0.0311826 | Time: 2054.29 ms [2021-01-22 00:52:20 main:574] : INFO : Epoch 1596 | loss: 0.0311759 | val_loss: 0.0311801 | Time: 1944.32 ms [2021-01-22 00:52:23 main:574] : INFO : Epoch 1597 | loss: 0.0311763 | val_loss: 0.0311824 | Time: 2080.22 ms [2021-01-22 00:52:25 main:574] : INFO : Epoch 1598 | loss: 0.0311789 | val_loss: 0.0311887 | Time: 1913.23 ms [2021-01-22 00:52:26 main:574] : INFO : Epoch 1599 | loss: 0.0311826 | val_loss: 0.0311867 | Time: 1894.55 ms [2021-01-22 00:52:28 main:574] : INFO : Epoch 1600 | loss: 0.0311799 | val_loss: 0.0311837 | Time: 1922.25 ms [2021-01-22 00:52:31 main:574] : INFO : Epoch 1601 | loss: 0.031178 | val_loss: 0.0311811 | Time: 2082.2 ms [2021-01-22 00:52:33 main:574] : INFO : Epoch 1602 | loss: 0.0311776 | val_loss: 0.0311818 | Time: 1945.88 ms [2021-01-22 00:52:34 main:574] : INFO : Epoch 1603 | loss: 0.0311759 | val_loss: 0.0311801 | Time: 1882.19 ms [2021-01-22 00:52:36 main:574] : INFO : Epoch 1604 | loss: 0.0311762 | val_loss: 0.0311824 | Time: 1937.23 ms [2021-01-22 00:52:38 main:574] : INFO : Epoch 1605 | loss: 0.0311762 | val_loss: 0.0311815 | Time: 2040.42 ms [2021-01-22 00:52:40 main:574] : INFO : Epoch 1606 | loss: 0.0311756 | val_loss: 0.0311824 | Time: 1959.36 ms [2021-01-22 00:52:43 main:574] : INFO : Epoch 1607 | loss: 0.0311775 | val_loss: 0.0311808 | Time: 2100.2 ms [2021-01-22 00:52:45 main:574] : INFO : Epoch 1608 | loss: 0.0311785 | val_loss: 0.0311845 | Time: 1961.18 ms [2021-01-22 00:52:46 main:574] : INFO : Epoch 1609 | loss: 0.0311814 | val_loss: 0.0311837 | Time: 1888.83 ms [2021-01-22 00:52:48 main:574] : INFO : Epoch 1610 | loss: 0.031182 | val_loss: 0.0311852 | Time: 1947.25 ms [2021-01-22 00:52:51 main:574] : INFO : Epoch 1611 | loss: 0.0311788 | val_loss: 0.0311826 | Time: 2074.7 ms [2021-01-22 00:52:53 main:574] : INFO : Epoch 1612 | loss: 0.0311784 | val_loss: 0.0311822 | Time: 1948.29 ms [2021-01-22 00:52:54 main:574] : INFO : Epoch 1613 | loss: 0.0311785 | val_loss: 0.0311823 | Time: 1946.56 ms [2021-01-22 00:52:56 main:574] : INFO : Epoch 1614 | loss: 0.0311805 | val_loss: 0.0311817 | Time: 1907.7 ms [2021-01-22 00:52:58 main:574] : INFO : Epoch 1615 | loss: 0.0311844 | val_loss: 0.0311919 | Time: 1952.96 ms [2021-01-22 00:53:00 main:574] : INFO : Epoch 1616 | loss: 0.0311806 | val_loss: 0.0311822 | Time: 1907.83 ms [2021-01-22 00:53:02 main:574] : INFO : Epoch 1617 | loss: 0.0311776 | val_loss: 0.0311828 | Time: 1926.3 ms [2021-01-22 00:53:04 main:574] : INFO : Epoch 1618 | loss: 0.0311781 | val_loss: 0.0311816 | Time: 1899.53 ms [2021-01-22 00:53:06 main:574] : INFO : Epoch 1619 | loss: 0.0311788 | val_loss: 0.031181 | Time: 1912.48 ms [2021-01-22 00:53:08 main:574] : INFO : Epoch 1620 | loss: 0.0311775 | val_loss: 0.0311805 | Time: 2104.19 ms [2021-01-22 00:53:10 main:574] : INFO : Epoch 1621 | loss: 0.0311775 | val_loss: 0.031182 | Time: 2020.33 ms [2021-01-22 00:53:13 main:574] : INFO : Epoch 1622 | loss: 0.0311772 | val_loss: 0.0311811 | Time: 2117.54 ms [2021-01-22 00:53:15 main:574] : INFO : Epoch 1623 | loss: 0.0311792 | val_loss: 0.0311828 | Time: 1949.81 ms [2021-01-22 00:53:17 main:574] : INFO : Epoch 1624 | loss: 0.0311805 | val_loss: 0.0311852 | Time: 1921.32 ms [2021-01-22 00:53:19 main:574] : INFO : Epoch 1625 | loss: 0.0311787 | val_loss: 0.0311824 | Time: 2020.61 ms [2021-01-22 00:53:21 main:574] : INFO : Epoch 1626 | loss: 0.0311794 | val_loss: 0.0311798 | Time: 1875.02 ms [2021-01-22 00:53:22 main:574] : INFO : Epoch 1627 | loss: 0.0311789 | val_loss: 0.0311796 | Time: 1940.16 ms [2021-01-22 00:53:24 main:574] : INFO : Epoch 1628 | loss: 0.031177 | val_loss: 0.0311793 | Time: 1947.07 ms [2021-01-22 00:53:27 main:574] : INFO : Epoch 1629 | loss: 0.0311781 | val_loss: 0.0311825 | Time: 2014.49 ms [2021-01-22 00:53:29 main:574] : INFO : Epoch 1630 | loss: 0.0311777 | val_loss: 0.0311794 | Time: 2082.61 ms [2021-01-22 00:53:31 main:574] : INFO : Epoch 1631 | loss: 0.0311765 | val_loss: 0.0311787 | Time: 1878.77 ms [2021-01-22 00:53:33 main:574] : INFO : Epoch 1632 | loss: 0.0311776 | val_loss: 0.0311795 | Time: 2017.58 ms [2021-01-22 00:53:35 main:574] : INFO : Epoch 1633 | loss: 0.0311784 | val_loss: 0.0311807 | Time: 1913.99 ms [2021-01-22 00:53:37 main:574] : INFO : Epoch 1634 | loss: 0.0311778 | val_loss: 0.0311799 | Time: 2008.32 ms [2021-01-22 00:53:39 main:574] : INFO : Epoch 1635 | loss: 0.0311769 | val_loss: 0.0311788 | Time: 1934.68 ms [2021-01-22 00:53:40 main:574] : INFO : Epoch 1636 | loss: 0.0311778 | val_loss: 0.0311785 | Time: 1920.05 ms [2021-01-22 00:53:43 main:574] : INFO : Epoch 1637 | loss: 0.031177 | val_loss: 0.0311789 | Time: 2009.03 ms [2021-01-22 00:53:45 main:574] : INFO : Epoch 1638 | loss: 0.0311783 | val_loss: 0.0311818 | Time: 1964.09 ms [2021-01-22 00:53:47 main:574] : INFO : Epoch 1639 | loss: 0.0311784 | val_loss: 0.031179 | Time: 1962.32 ms [2021-01-22 00:53:49 main:574] : INFO : Epoch 1640 | loss: 0.0311768 | val_loss: 0.0311819 | Time: 2051.32 ms [2021-01-22 00:53:51 main:574] : INFO : Epoch 1641 | loss: 0.0311783 | val_loss: 0.0311809 | Time: 2032.66 ms [2021-01-22 00:53:53 main:574] : INFO : Epoch 1642 | loss: 0.0311775 | val_loss: 0.0311795 | Time: 2079.24 ms [2021-01-22 00:53:55 main:574] : INFO : Epoch 1643 | loss: 0.0311769 | val_loss: 0.031179 | Time: 2099.99 ms [2021-01-22 00:53:57 main:574] : INFO : Epoch 1644 | loss: 0.031177 | val_loss: 0.0311791 | Time: 1931.88 ms [2021-01-22 00:53:59 main:574] : INFO : Epoch 1645 | loss: 0.0311782 | val_loss: 0.0311828 | Time: 1907.25 ms [2021-01-22 00:54:01 main:574] : INFO : Epoch 1646 | loss: 0.031179 | val_loss: 0.0311788 | Time: 2003.12 ms [2021-01-22 00:54:03 main:574] : INFO : Epoch 1647 | loss: 0.0311782 | val_loss: 0.0311789 | Time: 1953.03 ms [2021-01-22 00:54:05 main:574] : INFO : Epoch 1648 | loss: 0.0311791 | val_loss: 0.0311806 | Time: 1964.27 ms [2021-01-22 00:54:07 main:574] : INFO : Epoch 1649 | loss: 0.0311799 | val_loss: 0.0311806 | Time: 1934.92 ms [2021-01-22 00:54:09 main:574] : INFO : Epoch 1650 | loss: 0.0311781 | val_loss: 0.0311794 | Time: 1960.87 ms [2021-01-22 00:54:11 main:574] : INFO : Epoch 1651 | loss: 0.0311782 | val_loss: 0.0311802 | Time: 1901.45 ms [2021-01-22 00:54:13 main:574] : INFO : Epoch 1652 | loss: 0.0311786 | val_loss: 0.0311784 | Time: 1953.13 ms [2021-01-22 00:54:15 main:574] : INFO : Epoch 1653 | loss: 0.0311793 | val_loss: 0.0311838 | Time: 1966.19 ms [2021-01-22 00:54:17 main:574] : INFO : Epoch 1654 | loss: 0.0311789 | val_loss: 0.0311804 | Time: 1942.43 ms [2021-01-22 00:54:19 main:574] : INFO : Epoch 1655 | loss: 0.0311778 | val_loss: 0.0311793 | Time: 1884.88 ms [2021-01-22 00:54:21 main:574] : INFO : Epoch 1656 | loss: 0.0311775 | val_loss: 0.0311829 | Time: 2068.16 ms [2021-01-22 00:54:23 main:574] : INFO : Epoch 1657 | loss: 0.0311794 | val_loss: 0.0311804 | Time: 1874.1 ms [2021-01-22 00:54:25 main:574] : INFO : Epoch 1658 | loss: 0.0311785 | val_loss: 0.0311824 | Time: 2079.67 ms [2021-01-22 00:54:27 main:574] : INFO : Epoch 1659 | loss: 0.0311775 | val_loss: 0.0311794 | Time: 1905.59 ms [2021-01-22 00:54:29 main:574] : INFO : Epoch 1660 | loss: 0.0311781 | val_loss: 0.0311799 | Time: 1946.07 ms [2021-01-22 00:54:31 main:574] : INFO : Epoch 1661 | loss: 0.0311775 | val_loss: 0.0311833 | Time: 2013.87 ms [2021-01-22 00:54:33 main:574] : INFO : Epoch 1662 | loss: 0.031178 | val_loss: 0.0311802 | Time: 1964.47 ms [2021-01-22 00:54:35 main:574] : INFO : Epoch 1663 | loss: 0.0311797 | val_loss: 0.031182 | Time: 1945.63 ms [2021-01-22 00:54:37 main:574] : INFO : Epoch 1664 | loss: 0.0311773 | val_loss: 0.031181 | Time: 1897.42 ms [2021-01-22 00:54:39 main:574] : INFO : Epoch 1665 | loss: 0.0311765 | val_loss: 0.0311789 | Time: 2018.11 ms [2021-01-22 00:54:41 main:574] : INFO : Epoch 1666 | loss: 0.0311759 | val_loss: 0.0311798 | Time: 1897.61 ms [2021-01-22 00:54:43 main:574] : INFO : Epoch 1667 | loss: 0.0311758 | val_loss: 0.0311795 | Time: 1970.57 ms [2021-01-22 00:54:44 main:574] : INFO : Epoch 1668 | loss: 0.0311759 | val_loss: 0.0311814 | Time: 1934.05 ms [2021-01-22 00:54:46 main:574] : INFO : Epoch 1669 | loss: 0.0311775 | val_loss: 0.0311801 | Time: 1902.4 ms [2021-01-22 00:54:48 main:574] : INFO : Epoch 1670 | loss: 0.031177 | val_loss: 0.0311806 | Time: 1887.25 ms [2021-01-22 00:54:50 main:574] : INFO : Epoch 1671 | loss: 0.031177 | val_loss: 0.0311814 | Time: 1921.38 ms [2021-01-22 00:54:52 main:574] : INFO : Epoch 1672 | loss: 0.0311772 | val_loss: 0.03118 | Time: 1897.4 ms [2021-01-22 00:54:54 main:574] : INFO : Epoch 1673 | loss: 0.031176 | val_loss: 0.0311818 | Time: 2025.96 ms [2021-01-22 00:54:56 main:574] : INFO : Epoch 1674 | loss: 0.0311763 | val_loss: 0.0311806 | Time: 1997.91 ms [2021-01-22 00:54:58 main:574] : INFO : Epoch 1675 | loss: 0.0311766 | val_loss: 0.0311796 | Time: 1884.22 ms [2021-01-22 00:55:00 main:574] : INFO : Epoch 1676 | loss: 0.0311756 | val_loss: 0.0311812 | Time: 2067.48 ms [2021-01-22 00:55:02 main:574] : INFO : Epoch 1677 | loss: 0.031175 | val_loss: 0.0311794 | Time: 2010.41 ms [2021-01-22 00:55:04 main:574] : INFO : Epoch 1678 | loss: 0.0311771 | val_loss: 0.03118 | Time: 1938.27 ms [2021-01-22 00:55:06 main:574] : INFO : Epoch 1679 | loss: 0.0311761 | val_loss: 0.0311797 | Time: 1895.05 ms [2021-01-22 00:55:08 main:574] : INFO : Epoch 1680 | loss: 0.0311755 | val_loss: 0.0311805 | Time: 2076.78 ms [2021-01-22 00:55:10 main:574] : INFO : Epoch 1681 | loss: 0.0311768 | val_loss: 0.0311828 | Time: 1922.5 ms [2021-01-22 00:55:12 main:574] : INFO : Epoch 1682 | loss: 0.0311764 | val_loss: 0.0311811 | Time: 1887.3 ms [2021-01-22 00:55:14 main:574] : INFO : Epoch 1683 | loss: 0.0311748 | val_loss: 0.0311813 | Time: 1922.59 ms [2021-01-22 00:55:16 main:574] : INFO : Epoch 1684 | loss: 0.0311767 | val_loss: 0.0311806 | Time: 1923.69 ms [2021-01-22 00:55:18 main:574] : INFO : Epoch 1685 | loss: 0.0311743 | val_loss: 0.0311804 | Time: 1946.85 ms [2021-01-22 00:55:20 main:574] : INFO : Epoch 1686 | loss: 0.0311762 | val_loss: 0.03118 | Time: 1893.72 ms [2021-01-22 00:55:22 main:574] : INFO : Epoch 1687 | loss: 0.0311756 | val_loss: 0.0311808 | Time: 2066.2 ms [2021-01-22 00:55:24 main:574] : INFO : Epoch 1688 | loss: 0.0311754 | val_loss: 0.03118 | Time: 2030.3 ms [2021-01-22 00:55:26 main:574] : INFO : Epoch 1689 | loss: 0.0311793 | val_loss: 0.0311802 | Time: 1923.11 ms [2021-01-22 00:55:28 main:574] : INFO : Epoch 1690 | loss: 0.0311821 | val_loss: 0.0311823 | Time: 1999.26 ms [2021-01-22 00:55:30 main:574] : INFO : Epoch 1691 | loss: 0.0311807 | val_loss: 0.0311796 | Time: 1892.41 ms [2021-01-22 00:55:32 main:574] : INFO : Epoch 1692 | loss: 0.0311799 | val_loss: 0.0311799 | Time: 1945.58 ms [2021-01-22 00:55:34 main:574] : INFO : Epoch 1693 | loss: 0.0311821 | val_loss: 0.0311823 | Time: 1902.74 ms [2021-01-22 00:55:36 main:574] : INFO : Epoch 1694 | loss: 0.0311809 | val_loss: 0.0311786 | Time: 1934.91 ms [2021-01-22 00:55:38 main:574] : INFO : Epoch 1695 | loss: 0.0311788 | val_loss: 0.0311792 | Time: 1905.76 ms [2021-01-22 00:55:40 main:574] : INFO : Epoch 1696 | loss: 0.0311788 | val_loss: 0.0311793 | Time: 1971.01 ms [2021-01-22 00:55:42 main:574] : INFO : Epoch 1697 | loss: 0.0311794 | val_loss: 0.0311784 | Time: 1936.23 ms [2021-01-22 00:55:44 main:574] : INFO : Epoch 1698 | loss: 0.0311791 | val_loss: 0.0311796 | Time: 1940.74 ms [2021-01-22 00:55:46 main:574] : INFO : Epoch 1699 | loss: 0.0311777 | val_loss: 0.0311776 | Time: 1950.72 ms [2021-01-22 00:55:48 main:574] : INFO : Epoch 1700 | loss: 0.0311776 | val_loss: 0.0311801 | Time: 2028.22 ms [2021-01-22 00:55:50 main:574] : INFO : Epoch 1701 | loss: 0.0311802 | val_loss: 0.0311797 | Time: 1970.53 ms [2021-01-22 00:55:52 main:574] : INFO : Epoch 1702 | loss: 0.0311784 | val_loss: 0.0311804 | Time: 1963.57 ms [2021-01-22 00:55:54 main:574] : INFO : Epoch 1703 | loss: 0.0311793 | val_loss: 0.0311817 | Time: 1976.23 ms [2021-01-22 00:55:56 main:574] : INFO : Epoch 1704 | loss: 0.0311778 | val_loss: 0.0311823 | Time: 1870.54 ms [2021-01-22 00:55:58 main:574] : INFO : Epoch 1705 | loss: 0.0311809 | val_loss: 0.0311866 | Time: 2005.54 ms [2021-01-22 00:56:00 main:574] : INFO : Epoch 1706 | loss: 0.0311881 | val_loss: 0.0311944 | Time: 1933.2 ms [2021-01-22 00:56:02 main:574] : INFO : Epoch 1707 | loss: 0.0311896 | val_loss: 0.0311927 | Time: 1877.8 ms [2021-01-22 00:56:04 main:574] : INFO : Epoch 1708 | loss: 0.031187 | val_loss: 0.0311855 | Time: 1965.28 ms [2021-01-22 00:56:06 main:574] : INFO : Epoch 1709 | loss: 0.0311846 | val_loss: 0.0311803 | Time: 2008.36 ms [2021-01-22 00:56:08 main:574] : INFO : Epoch 1710 | loss: 0.0311806 | val_loss: 0.0311831 | Time: 1995.43 ms [2021-01-22 00:56:10 main:574] : INFO : Epoch 1711 | loss: 0.0311806 | val_loss: 0.0311776 | Time: 1973.33 ms [2021-01-22 00:56:12 main:574] : INFO : Epoch 1712 | loss: 0.0311788 | val_loss: 0.0311781 | Time: 1912.31 ms [2021-01-22 00:56:14 main:574] : INFO : Epoch 1713 | loss: 0.0311787 | val_loss: 0.0311773 | Time: 1885.26 ms [2021-01-22 00:56:16 main:574] : INFO : Epoch 1714 | loss: 0.0311804 | val_loss: 0.031183 | Time: 1904.01 ms [2021-01-22 00:56:18 main:574] : INFO : Epoch 1715 | loss: 0.0311801 | val_loss: 0.0311787 | Time: 1927.36 ms [2021-01-22 00:56:20 main:574] : INFO : Epoch 1716 | loss: 0.0311783 | val_loss: 0.0311782 | Time: 1874.75 ms [2021-01-22 00:56:22 main:574] : INFO : Epoch 1717 | loss: 0.0311791 | val_loss: 0.0311823 | Time: 2022.44 ms [2021-01-22 00:56:24 main:574] : INFO : Epoch 1718 | loss: 0.0311803 | val_loss: 0.0311773 | Time: 1909.02 ms [2021-01-22 00:56:26 main:574] : INFO : Epoch 1719 | loss: 0.0311783 | val_loss: 0.0311797 | Time: 1970.41 ms [2021-01-22 00:56:28 main:574] : INFO : Epoch 1720 | loss: 0.0311782 | val_loss: 0.031177 | Time: 2061.1 ms [2021-01-22 00:56:30 main:574] : INFO : Epoch 1721 | loss: 0.0311776 | val_loss: 0.0311812 | Time: 1947.37 ms [2021-01-22 00:56:32 main:574] : INFO : Epoch 1722 | loss: 0.0311775 | val_loss: 0.0311773 | Time: 1875.8 ms [2021-01-22 00:56:34 main:574] : INFO : Epoch 1723 | loss: 0.0311774 | val_loss: 0.0311775 | Time: 1938.43 ms [2021-01-22 00:56:35 main:574] : INFO : Epoch 1724 | loss: 0.031178 | val_loss: 0.0311793 | Time: 1880.74 ms [2021-01-22 00:56:37 main:574] : INFO : Epoch 1725 | loss: 0.031179 | val_loss: 0.0311802 | Time: 1972.64 ms [2021-01-22 00:56:39 main:574] : INFO : Epoch 1726 | loss: 0.0311784 | val_loss: 0.0311786 | Time: 1952.47 ms [2021-01-22 00:56:41 main:574] : INFO : Epoch 1727 | loss: 0.0311782 | val_loss: 0.0311815 | Time: 1951.65 ms [2021-01-22 00:56:43 main:574] : INFO : Epoch 1728 | loss: 0.0311783 | val_loss: 0.0311813 | Time: 1941.67 ms [2021-01-22 00:56:46 main:574] : INFO : Epoch 1729 | loss: 0.0311782 | val_loss: 0.0311804 | Time: 2082.43 ms [2021-01-22 00:56:48 main:574] : INFO : Epoch 1730 | loss: 0.0311776 | val_loss: 0.0311804 | Time: 1989.06 ms [2021-01-22 00:56:50 main:574] : INFO : Epoch 1731 | loss: 0.0311775 | val_loss: 0.0311796 | Time: 1969.32 ms [2021-01-22 00:56:51 main:574] : INFO : Epoch 1732 | loss: 0.0311775 | val_loss: 0.0311812 | Time: 1916.55 ms [2021-01-22 00:56:53 main:574] : INFO : Epoch 1733 | loss: 0.0311772 | val_loss: 0.031181 | Time: 1957.75 ms [2021-01-22 00:56:55 main:574] : INFO : Epoch 1734 | loss: 0.0311774 | val_loss: 0.0311786 | Time: 1911.46 ms [2021-01-22 00:56:57 main:574] : INFO : Epoch 1735 | loss: 0.0311775 | val_loss: 0.0311811 | Time: 2074.67 ms [2021-01-22 00:57:00 main:574] : INFO : Epoch 1736 | loss: 0.0311773 | val_loss: 0.0311781 | Time: 1994.62 ms [2021-01-22 00:57:01 main:574] : INFO : Epoch 1737 | loss: 0.0311757 | val_loss: 0.0311781 | Time: 1887.78 ms [2021-01-22 00:57:03 main:574] : INFO : Epoch 1738 | loss: 0.0311759 | val_loss: 0.0311787 | Time: 1944.22 ms [2021-01-22 00:57:05 main:574] : INFO : Epoch 1739 | loss: 0.0311764 | val_loss: 0.0311805 | Time: 1923.36 ms [2021-01-22 00:57:07 main:574] : INFO : Epoch 1740 | loss: 0.031176 | val_loss: 0.0311788 | Time: 1922.45 ms [2021-01-22 00:57:09 main:574] : INFO : Epoch 1741 | loss: 0.0311759 | val_loss: 0.0311798 | Time: 1876.98 ms [2021-01-22 00:57:11 main:574] : INFO : Epoch 1742 | loss: 0.0311752 | val_loss: 0.0311784 | Time: 1913.34 ms [2021-01-22 00:57:13 main:574] : INFO : Epoch 1743 | loss: 0.0311763 | val_loss: 0.0311782 | Time: 1880.37 ms [2021-01-22 00:57:15 main:574] : INFO : Epoch 1744 | loss: 0.0311755 | val_loss: 0.0311789 | Time: 2038.49 ms [2021-01-22 00:57:17 main:574] : INFO : Epoch 1745 | loss: 0.0311763 | val_loss: 0.031179 | Time: 2053.73 ms [2021-01-22 00:57:19 main:574] : INFO : Epoch 1746 | loss: 0.0311759 | val_loss: 0.0311794 | Time: 1890.87 ms [2021-01-22 00:57:21 main:574] : INFO : Epoch 1747 | loss: 0.0311755 | val_loss: 0.0311789 | Time: 1893.75 ms [2021-01-22 00:57:23 main:574] : INFO : Epoch 1748 | loss: 0.031176 | val_loss: 0.0311799 | Time: 1935.4 ms [2021-01-22 00:57:25 main:574] : INFO : Epoch 1749 | loss: 0.0311755 | val_loss: 0.0311783 | Time: 1960.53 ms [2021-01-22 00:57:27 main:574] : INFO : Epoch 1750 | loss: 0.0311762 | val_loss: 0.0311826 | Time: 2000.59 ms [2021-01-22 00:57:29 main:574] : INFO : Epoch 1751 | loss: 0.0311762 | val_loss: 0.0311786 | Time: 2066.09 ms [2021-01-22 00:57:31 main:574] : INFO : Epoch 1752 | loss: 0.031176 | val_loss: 0.0311787 | Time: 1892.52 ms [2021-01-22 00:57:33 main:574] : INFO : Epoch 1753 | loss: 0.0311755 | val_loss: 0.0311818 | Time: 1936.96 ms [2021-01-22 00:57:35 main:574] : INFO : Epoch 1754 | loss: 0.0311759 | val_loss: 0.0311813 | Time: 1961.53 ms [2021-01-22 00:57:37 main:574] : INFO : Epoch 1755 | loss: 0.0311758 | val_loss: 0.0311785 | Time: 1971.72 ms [2021-01-22 00:57:39 main:574] : INFO : Epoch 1756 | loss: 0.0311773 | val_loss: 0.0311791 | Time: 1973.6 ms [2021-01-22 00:57:41 main:574] : INFO : Epoch 1757 | loss: 0.0311761 | val_loss: 0.0311798 | Time: 2003.73 ms [2021-01-22 00:57:43 main:574] : INFO : Epoch 1758 | loss: 0.0311767 | val_loss: 0.0311799 | Time: 2045.43 ms [2021-01-22 00:57:45 main:574] : INFO : Epoch 1759 | loss: 0.0311763 | val_loss: 0.0311787 | Time: 1932.97 ms [2021-01-22 00:57:47 main:574] : INFO : Epoch 1760 | loss: 0.0311759 | val_loss: 0.0311784 | Time: 1971.51 ms [2021-01-22 00:57:49 main:574] : INFO : Epoch 1761 | loss: 0.0311747 | val_loss: 0.0311792 | Time: 1911.97 ms [2021-01-22 00:57:51 main:574] : INFO : Epoch 1762 | loss: 0.0311746 | val_loss: 0.0311789 | Time: 2015.71 ms [2021-01-22 00:57:53 main:574] : INFO : Epoch 1763 | loss: 0.0311746 | val_loss: 0.0311794 | Time: 2089.22 ms [2021-01-22 00:57:55 main:574] : INFO : Epoch 1764 | loss: 0.0311749 | val_loss: 0.0311779 | Time: 1924.38 ms [2021-01-22 00:57:57 main:574] : INFO : Epoch 1765 | loss: 0.0311743 | val_loss: 0.031178 | Time: 1949.81 ms [2021-01-22 00:57:59 main:574] : INFO : Epoch 1766 | loss: 0.0311761 | val_loss: 0.0311825 | Time: 1948.37 ms [2021-01-22 00:58:01 main:574] : INFO : Epoch 1767 | loss: 0.031175 | val_loss: 0.0311779 | Time: 2141.02 ms [2021-01-22 00:58:03 main:574] : INFO : Epoch 1768 | loss: 0.0311745 | val_loss: 0.0311781 | Time: 2068.73 ms [2021-01-22 00:58:05 main:574] : INFO : Epoch 1769 | loss: 0.0311764 | val_loss: 0.03118 | Time: 2096.37 ms [2021-01-22 00:58:07 main:574] : INFO : Epoch 1770 | loss: 0.0311752 | val_loss: 0.0311789 | Time: 2104.21 ms [2021-01-22 00:58:09 main:574] : INFO : Epoch 1771 | loss: 0.0311759 | val_loss: 0.0311839 | Time: 1961.62 ms [2021-01-22 00:58:11 main:574] : INFO : Epoch 1772 | loss: 0.0311764 | val_loss: 0.0311779 | Time: 1889.16 ms [2021-01-22 00:58:13 main:574] : INFO : Epoch 1773 | loss: 0.0311741 | val_loss: 0.0311783 | Time: 2040.39 ms [2021-01-22 00:58:15 main:574] : INFO : Epoch 1774 | loss: 0.0311742 | val_loss: 0.0311775 | Time: 1891.28 ms [2021-01-22 00:58:17 main:574] : INFO : Epoch 1775 | loss: 0.0311747 | val_loss: 0.0311771 | Time: 2008.37 ms [2021-01-22 00:58:19 main:574] : INFO : Epoch 1776 | loss: 0.0311758 | val_loss: 0.0311792 | Time: 1887.62 ms [2021-01-22 00:58:21 main:574] : INFO : Epoch 1777 | loss: 0.0311751 | val_loss: 0.0311779 | Time: 1960.25 ms [2021-01-22 00:58:23 main:574] : INFO : Epoch 1778 | loss: 0.0311751 | val_loss: 0.0311812 | Time: 1959.85 ms [2021-01-22 00:58:25 main:574] : INFO : Epoch 1779 | loss: 0.0311751 | val_loss: 0.0311791 | Time: 1922.93 ms [2021-01-22 00:58:27 main:574] : INFO : Epoch 1780 | loss: 0.0311741 | val_loss: 0.0311786 | Time: 2124.29 ms [2021-01-22 00:58:29 main:574] : INFO : Epoch 1781 | loss: 0.0311743 | val_loss: 0.0311779 | Time: 1908.72 ms [2021-01-22 00:58:31 main:574] : INFO : Epoch 1782 | loss: 0.031174 | val_loss: 0.0311798 | Time: 1960.22 ms [2021-01-22 00:58:33 main:574] : INFO : Epoch 1783 | loss: 0.0311741 | val_loss: 0.0311787 | Time: 1935.7 ms [2021-01-22 00:58:35 main:574] : INFO : Epoch 1784 | loss: 0.0311761 | val_loss: 0.031178 | Time: 1918.74 ms [2021-01-22 00:58:37 main:574] : INFO : Epoch 1785 | loss: 0.0311748 | val_loss: 0.0311778 | Time: 2067.66 ms [2021-01-22 00:58:39 main:574] : INFO : Epoch 1786 | loss: 0.0311759 | val_loss: 0.0311812 | Time: 1945.38 ms [2021-01-22 00:58:41 main:574] : INFO : Epoch 1787 | loss: 0.031174 | val_loss: 0.0311782 | Time: 1957.97 ms [2021-01-22 00:58:43 main:574] : INFO : Epoch 1788 | loss: 0.0311733 | val_loss: 0.0311779 | Time: 1964.78 ms [2021-01-22 00:58:45 main:574] : INFO : Epoch 1789 | loss: 0.0311737 | val_loss: 0.0311778 | Time: 1946.07 ms [2021-01-22 00:58:47 main:574] : INFO : Epoch 1790 | loss: 0.0311736 | val_loss: 0.0311784 | Time: 1959.74 ms [2021-01-22 00:58:49 main:574] : INFO : Epoch 1791 | loss: 0.0311733 | val_loss: 0.0311778 | Time: 1931.93 ms [2021-01-22 00:58:51 main:574] : INFO : Epoch 1792 | loss: 0.0311737 | val_loss: 0.0311788 | Time: 1949.25 ms [2021-01-22 00:58:53 main:574] : INFO : Epoch 1793 | loss: 0.0311741 | val_loss: 0.0311785 | Time: 1899.48 ms [2021-01-22 00:58:55 main:574] : INFO : Epoch 1794 | loss: 0.0311773 | val_loss: 0.0311809 | Time: 1941.27 ms [2021-01-22 00:58:57 main:574] : INFO : Epoch 1795 | loss: 0.0311744 | val_loss: 0.0311777 | Time: 1910.85 ms [2021-01-22 00:58:59 main:574] : INFO : Epoch 1796 | loss: 0.031174 | val_loss: 0.0311793 | Time: 1929.67 ms [2021-01-22 00:59:01 main:574] : INFO : Epoch 1797 | loss: 0.0311738 | val_loss: 0.0311783 | Time: 1948.42 ms [2021-01-22 00:59:03 main:574] : INFO : Epoch 1798 | loss: 0.0311739 | val_loss: 0.0311795 | Time: 1898.11 ms [2021-01-22 00:59:05 main:574] : INFO : Epoch 1799 | loss: 0.0311748 | val_loss: 0.031179 | Time: 1893.13 ms [2021-01-22 00:59:07 main:574] : INFO : Epoch 1800 | loss: 0.0311747 | val_loss: 0.0311779 | Time: 1911.61 ms [2021-01-22 00:59:09 main:574] : INFO : Epoch 1801 | loss: 0.0311766 | val_loss: 0.0311814 | Time: 1954.2 ms [2021-01-22 00:59:11 main:574] : INFO : Epoch 1802 | loss: 0.0311751 | val_loss: 0.0311795 | Time: 2024.27 ms [2021-01-22 00:59:13 main:574] : INFO : Epoch 1803 | loss: 0.0311737 | val_loss: 0.0311783 | Time: 1911.73 ms [2021-01-22 00:59:15 main:574] : INFO : Epoch 1804 | loss: 0.0311735 | val_loss: 0.031178 | Time: 1989.69 ms [2021-01-22 00:59:17 main:574] : INFO : Epoch 1805 | loss: 0.0311741 | val_loss: 0.03118 | Time: 1906.36 ms [2021-01-22 00:59:19 main:574] : INFO : Epoch 1806 | loss: 0.0311741 | val_loss: 0.0311776 | Time: 2086.83 ms [2021-01-22 00:59:21 main:574] : INFO : Epoch 1807 | loss: 0.0311738 | val_loss: 0.031179 | Time: 1984.06 ms [2021-01-22 00:59:23 main:574] : INFO : Epoch 1808 | loss: 0.0311734 | val_loss: 0.0311832 | Time: 1955.42 ms [2021-01-22 00:59:25 main:574] : INFO : Epoch 1809 | loss: 0.0311748 | val_loss: 0.0311803 | Time: 1989.82 ms [2021-01-22 00:59:27 main:574] : INFO : Epoch 1810 | loss: 0.0311729 | val_loss: 0.0311775 | Time: 2025.67 ms [2021-01-22 00:59:29 main:574] : INFO : Epoch 1811 | loss: 0.0311728 | val_loss: 0.0311787 | Time: 2050.67 ms [2021-01-22 00:59:31 main:574] : INFO : Epoch 1812 | loss: 0.0311737 | val_loss: 0.0311795 | Time: 2126.09 ms [2021-01-22 00:59:33 main:574] : INFO : Epoch 1813 | loss: 0.0311734 | val_loss: 0.0311771 | Time: 1910.46 ms [2021-01-22 00:59:35 main:574] : INFO : Epoch 1814 | loss: 0.0311728 | val_loss: 0.0311776 | Time: 2084.13 ms [2021-01-22 00:59:37 main:574] : INFO : Epoch 1815 | loss: 0.0311724 | val_loss: 0.0311781 | Time: 1928.75 ms [2021-01-22 00:59:39 main:574] : INFO : Epoch 1816 | loss: 0.0311726 | val_loss: 0.0311778 | Time: 1901.04 ms [2021-01-22 00:59:41 main:574] : INFO : Epoch 1817 | loss: 0.031172 | val_loss: 0.0311782 | Time: 1929.4 ms [2021-01-22 00:59:43 main:574] : INFO : Epoch 1818 | loss: 0.0311727 | val_loss: 0.0311773 | Time: 1886.15 ms [2021-01-22 00:59:45 main:574] : INFO : Epoch 1819 | loss: 0.0311724 | val_loss: 0.0311777 | Time: 1928.44 ms [2021-01-22 00:59:47 main:574] : INFO : Epoch 1820 | loss: 0.031177 | val_loss: 0.0311934 | Time: 1916.67 ms [2021-01-22 00:59:49 main:574] : INFO : Epoch 1821 | loss: 0.0311831 | val_loss: 0.0311865 | Time: 1969.04 ms [2021-01-22 00:59:51 main:574] : INFO : Epoch 1822 | loss: 0.0433468 | val_loss: 0.0339963 | Time: 1916.62 ms [2021-01-22 00:59:53 main:574] : INFO : Epoch 1823 | loss: 0.0952495 | val_loss: 0.0389136 | Time: 1927.62 ms [2021-01-22 00:59:55 main:574] : INFO : Epoch 1824 | loss: 0.0368093 | val_loss: 0.0321243 | Time: 1970.3 ms [2021-01-22 00:59:57 main:574] : INFO : Epoch 1825 | loss: 0.0318202 | val_loss: 0.0314882 | Time: 1927.47 ms [2021-01-22 00:59:59 main:574] : INFO : Epoch 1826 | loss: 0.0313784 | val_loss: 0.0313071 | Time: 2056.61 ms [2021-01-22 01:00:01 main:574] : INFO : Epoch 1827 | loss: 0.0312824 | val_loss: 0.0312675 | Time: 1956.56 ms [2021-01-22 01:00:03 main:574] : INFO : Epoch 1828 | loss: 0.0312598 | val_loss: 0.0312541 | Time: 1923.04 ms [2021-01-22 01:00:05 main:574] : INFO : Epoch 1829 | loss: 0.031252 | val_loss: 0.0312491 | Time: 1920.58 ms [2021-01-22 01:00:07 main:574] : INFO : Epoch 1830 | loss: 0.0312482 | val_loss: 0.0312457 | Time: 2174.61 ms [2021-01-22 01:00:09 main:574] : INFO : Epoch 1831 | loss: 0.0312454 | val_loss: 0.0312429 | Time: 2066.87 ms [2021-01-22 01:00:11 main:574] : INFO : Epoch 1832 | loss: 0.031243 | val_loss: 0.0312406 | Time: 2070.41 ms [2021-01-22 01:00:13 main:574] : INFO : Epoch 1833 | loss: 0.0312409 | val_loss: 0.0312383 | Time: 2070.23 ms [2021-01-22 01:00:15 main:574] : INFO : Epoch 1834 | loss: 0.0312388 | val_loss: 0.0312362 | Time: 2014.35 ms [2021-01-22 01:00:17 main:574] : INFO : Epoch 1835 | loss: 0.0312369 | val_loss: 0.031234 | Time: 2073.43 ms [2021-01-22 01:00:19 main:574] : INFO : Epoch 1836 | loss: 0.0312348 | val_loss: 0.0312318 | Time: 2046.56 ms [2021-01-22 01:00:22 main:574] : INFO : Epoch 1837 | loss: 0.0312329 | val_loss: 0.0312297 | Time: 2058.09 ms [2021-01-22 01:00:24 main:574] : INFO : Epoch 1838 | loss: 0.0312309 | val_loss: 0.0312276 | Time: 1969.14 ms [2021-01-22 01:00:25 main:574] : INFO : Epoch 1839 | loss: 0.031229 | val_loss: 0.0312256 | Time: 1978.35 ms [2021-01-22 01:00:28 main:574] : INFO : Epoch 1840 | loss: 0.031227 | val_loss: 0.0312236 | Time: 2046.65 ms [2021-01-22 01:00:30 main:574] : INFO : Epoch 1841 | loss: 0.0312251 | val_loss: 0.0312216 | Time: 2007.63 ms [2021-01-22 01:00:32 main:574] : INFO : Epoch 1842 | loss: 0.0312232 | val_loss: 0.0312197 | Time: 1921.62 ms [2021-01-22 01:00:34 main:574] : INFO : Epoch 1843 | loss: 0.0312215 | val_loss: 0.0312178 | Time: 1930.94 ms [2021-01-22 01:00:36 main:574] : INFO : Epoch 1844 | loss: 0.0312197 | val_loss: 0.0312163 | Time: 2054.7 ms [2021-01-22 01:00:38 main:574] : INFO : Epoch 1845 | loss: 0.0312185 | val_loss: 0.0312146 | Time: 1950.4 ms [2021-01-22 01:00:40 main:574] : INFO : Epoch 1846 | loss: 0.0312172 | val_loss: 0.031214 | Time: 2007.78 ms [2021-01-22 01:00:42 main:574] : INFO : Epoch 1847 | loss: 0.0312163 | val_loss: 0.0312128 | Time: 1903.89 ms [2021-01-22 01:00:44 main:574] : INFO : Epoch 1848 | loss: 0.0312148 | val_loss: 0.0312113 | Time: 2080.13 ms [2021-01-22 01:00:46 main:574] : INFO : Epoch 1849 | loss: 0.0312136 | val_loss: 0.0312102 | Time: 2128.96 ms [2021-01-22 01:00:48 main:574] : INFO : Epoch 1850 | loss: 0.0312129 | val_loss: 0.0312085 | Time: 1902.81 ms [2021-01-22 01:00:50 main:574] : INFO : Epoch 1851 | loss: 0.0312125 | val_loss: 0.0312077 | Time: 1938.21 ms [2021-01-22 01:00:52 main:574] : INFO : Epoch 1852 | loss: 0.0312114 | val_loss: 0.0312071 | Time: 1996.95 ms [2021-01-22 01:00:54 main:574] : INFO : Epoch 1853 | loss: 0.0312107 | val_loss: 0.0312063 | Time: 1881.64 ms [2021-01-22 01:00:56 main:574] : INFO : Epoch 1854 | loss: 0.0312101 | val_loss: 0.031206 | Time: 1890.88 ms [2021-01-22 01:00:58 main:574] : INFO : Epoch 1855 | loss: 0.0312098 | val_loss: 0.0312061 | Time: 1918.99 ms [2021-01-22 01:01:00 main:574] : INFO : Epoch 1856 | loss: 0.0312094 | val_loss: 0.0312051 | Time: 1957.25 ms [2021-01-22 01:01:02 main:574] : INFO : Epoch 1857 | loss: 0.0312091 | val_loss: 0.0312047 | Time: 1952.65 ms [2021-01-22 01:01:04 main:574] : INFO : Epoch 1858 | loss: 0.0312086 | val_loss: 0.0312047 | Time: 2057.91 ms [2021-01-22 01:01:06 main:574] : INFO : Epoch 1859 | loss: 0.0312083 | val_loss: 0.0312042 | Time: 2011.58 ms [2021-01-22 01:01:08 main:574] : INFO : Epoch 1860 | loss: 0.031208 | val_loss: 0.0312039 | Time: 1927.79 ms [2021-01-22 01:01:10 main:574] : INFO : Epoch 1861 | loss: 0.0312077 | val_loss: 0.0312039 | Time: 2018.16 ms [2021-01-22 01:01:12 main:574] : INFO : Epoch 1862 | loss: 0.0312075 | val_loss: 0.0312037 | Time: 2125.34 ms [2021-01-22 01:01:14 main:574] : INFO : Epoch 1863 | loss: 0.0312075 | val_loss: 0.0312035 | Time: 1995.94 ms [2021-01-22 01:01:16 main:574] : INFO : Epoch 1864 | loss: 0.0312072 | val_loss: 0.0312032 | Time: 2182.55 ms [2021-01-22 01:01:18 main:574] : INFO : Epoch 1865 | loss: 0.0312072 | val_loss: 0.0312032 | Time: 2041.17 ms [2021-01-22 01:01:20 main:574] : INFO : Epoch 1866 | loss: 0.0312073 | val_loss: 0.0312029 | Time: 2050.92 ms [2021-01-22 01:01:22 main:574] : INFO : Epoch 1867 | loss: 0.0312069 | val_loss: 0.0312027 | Time: 1906.31 ms [2021-01-22 01:01:24 main:574] : INFO : Epoch 1868 | loss: 0.0312073 | val_loss: 0.0312026 | Time: 1956.02 ms [2021-01-22 01:01:26 main:574] : INFO : Epoch 1869 | loss: 0.0312073 | val_loss: 0.0312025 | Time: 1879.73 ms [2021-01-22 01:01:28 main:574] : INFO : Epoch 1870 | loss: 0.0312067 | val_loss: 0.0312025 | Time: 2038.1 ms [2021-01-22 01:01:30 main:574] : INFO : Epoch 1871 | loss: 0.0312064 | val_loss: 0.0312024 | Time: 1924.76 ms [2021-01-22 01:01:32 main:574] : INFO : Epoch 1872 | loss: 0.0312064 | val_loss: 0.0312021 | Time: 2124.83 ms [2021-01-22 01:01:34 main:574] : INFO : Epoch 1873 | loss: 0.0312063 | val_loss: 0.0312021 | Time: 1940.11 ms [2021-01-22 01:01:36 main:574] : INFO : Epoch 1874 | loss: 0.0312065 | val_loss: 0.031202 | Time: 1996.93 ms [2021-01-22 01:01:38 main:574] : INFO : Epoch 1875 | loss: 0.031207 | val_loss: 0.0312047 | Time: 2049.51 ms [2021-01-22 01:01:40 main:574] : INFO : Epoch 1876 | loss: 0.0312073 | val_loss: 0.0312017 | Time: 1969.33 ms [2021-01-22 01:01:42 main:574] : INFO : Epoch 1877 | loss: 0.0312063 | val_loss: 0.0312032 | Time: 1925.43 ms [2021-01-22 01:01:44 main:574] : INFO : Epoch 1878 | loss: 0.0312059 | val_loss: 0.0312018 | Time: 1908.01 ms [2021-01-22 01:01:46 main:574] : INFO : Epoch 1879 | loss: 0.0312055 | val_loss: 0.0312012 | Time: 1985.51 ms [2021-01-22 01:01:48 main:574] : INFO : Epoch 1880 | loss: 0.0312056 | val_loss: 0.0312012 | Time: 1926.42 ms [2021-01-22 01:01:50 main:574] : INFO : Epoch 1881 | loss: 0.031205 | val_loss: 0.031201 | Time: 1900.48 ms [2021-01-22 01:01:52 main:574] : INFO : Epoch 1882 | loss: 0.031205 | val_loss: 0.0312009 | Time: 2001.12 ms [2021-01-22 01:01:54 main:574] : INFO : Epoch 1883 | loss: 0.0312051 | val_loss: 0.0312024 | Time: 1920.03 ms [2021-01-22 01:01:56 main:574] : INFO : Epoch 1884 | loss: 0.031205 | val_loss: 0.0312021 | Time: 1991.03 ms [2021-01-22 01:01:58 main:574] : INFO : Epoch 1885 | loss: 0.0312058 | val_loss: 0.0312011 | Time: 1900.07 ms [2021-01-22 01:02:00 main:574] : INFO : Epoch 1886 | loss: 0.031206 | val_loss: 0.0312029 | Time: 2150.26 ms [2021-01-22 01:02:02 main:574] : INFO : Epoch 1887 | loss: 0.0312048 | val_loss: 0.0312005 | Time: 2068.85 ms [2021-01-22 01:02:04 main:574] : INFO : Epoch 1888 | loss: 0.031205 | val_loss: 0.0312013 | Time: 1885.44 ms [2021-01-22 01:02:06 main:574] : INFO : Epoch 1889 | loss: 0.0312048 | val_loss: 0.0312003 | Time: 1919.34 ms [2021-01-22 01:02:08 main:574] : INFO : Epoch 1890 | loss: 0.0312042 | val_loss: 0.0312005 | Time: 1966.44 ms [2021-01-22 01:02:10 main:574] : INFO : Epoch 1891 | loss: 0.0312045 | val_loss: 0.0312003 | Time: 2103.1 ms [2021-01-22 01:02:12 main:574] : INFO : Epoch 1892 | loss: 0.0312045 | val_loss: 0.0312009 | Time: 1889.48 ms [2021-01-22 01:02:14 main:574] : INFO : Epoch 1893 | loss: 0.0312054 | val_loss: 0.0312001 | Time: 1906.93 ms [2021-01-22 01:02:16 main:574] : INFO : Epoch 1894 | loss: 0.0312041 | val_loss: 0.0312002 | Time: 1961.38 ms [2021-01-22 01:02:18 main:574] : INFO : Epoch 1895 | loss: 0.031205 | val_loss: 0.0312003 | Time: 2017.29 ms [2021-01-22 01:02:20 main:574] : INFO : Epoch 1896 | loss: 0.0312058 | val_loss: 0.0312005 | Time: 1991.52 ms [2021-01-22 01:02:22 main:574] : INFO : Epoch 1897 | loss: 0.0312042 | val_loss: 0.0312005 | Time: 1903.15 ms [2021-01-22 01:02:24 main:574] : INFO : Epoch 1898 | loss: 0.0312044 | val_loss: 0.0312005 | Time: 2087.34 ms [2021-01-22 01:02:26 main:574] : INFO : Epoch 1899 | loss: 0.0312041 | val_loss: 0.0312013 | Time: 1895.32 ms [2021-01-22 01:02:28 main:574] : INFO : Epoch 1900 | loss: 0.0312044 | val_loss: 0.031202 | Time: 1936.96 ms [2021-01-22 01:02:30 main:574] : INFO : Epoch 1901 | loss: 0.0312039 | val_loss: 0.0312001 | Time: 1952.55 ms [2021-01-22 01:02:32 main:574] : INFO : Epoch 1902 | loss: 0.0312036 | val_loss: 0.0311997 | Time: 1964.26 ms [2021-01-22 01:02:34 main:574] : INFO : Epoch 1903 | loss: 0.0312037 | val_loss: 0.0311994 | Time: 1989.98 ms [2021-01-22 01:02:36 main:574] : INFO : Epoch 1904 | loss: 0.0312036 | val_loss: 0.0311996 | Time: 1936.86 ms [2021-01-22 01:02:38 main:574] : INFO : Epoch 1905 | loss: 0.0312037 | val_loss: 0.0311995 | Time: 2028.08 ms [2021-01-22 01:02:40 main:574] : INFO : Epoch 1906 | loss: 0.0312042 | val_loss: 0.0312001 | Time: 1938.37 ms [2021-01-22 01:02:42 main:574] : INFO : Epoch 1907 | loss: 0.0312038 | val_loss: 0.0311996 | Time: 1890.86 ms [2021-01-22 01:02:44 main:574] : INFO : Epoch 1908 | loss: 0.0312046 | val_loss: 0.0312001 | Time: 1918.9 ms [2021-01-22 01:02:46 main:574] : INFO : Epoch 1909 | loss: 0.0312031 | val_loss: 0.0311989 | Time: 1984.71 ms [2021-01-22 01:02:48 main:574] : INFO : Epoch 1910 | loss: 0.0312029 | val_loss: 0.031199 | Time: 2028.35 ms [2021-01-22 01:02:50 main:574] : INFO : Epoch 1911 | loss: 0.0312032 | val_loss: 0.0311996 | Time: 2063.85 ms [2021-01-22 01:02:52 main:574] : INFO : Epoch 1912 | loss: 0.0312035 | val_loss: 0.0311988 | Time: 2060 ms [2021-01-22 01:02:54 main:574] : INFO : Epoch 1913 | loss: 0.0312032 | val_loss: 0.0311993 | Time: 2058.68 ms [2021-01-22 01:02:56 main:574] : INFO : Epoch 1914 | loss: 0.031203 | val_loss: 0.0312002 | Time: 2007 ms [2021-01-22 01:02:58 main:574] : INFO : Epoch 1915 | loss: 0.031203 | val_loss: 0.0312002 | Time: 1961.81 ms [2021-01-22 01:03:00 main:574] : INFO : Epoch 1916 | loss: 0.0312029 | val_loss: 0.0311986 | Time: 2013.02 ms [2021-01-22 01:03:02 main:574] : INFO : Epoch 1917 | loss: 0.0312037 | val_loss: 0.0311992 | Time: 2029.81 ms [2021-01-22 01:03:05 main:574] : INFO : Epoch 1918 | loss: 0.0312027 | val_loss: 0.0311984 | Time: 2100.5 ms [2021-01-22 01:03:07 main:574] : INFO : Epoch 1919 | loss: 0.0312025 | val_loss: 0.0311984 | Time: 1886.5 ms [2021-01-22 01:03:08 main:574] : INFO : Epoch 1920 | loss: 0.0312025 | val_loss: 0.0312002 | Time: 1941.3 ms [2021-01-22 01:03:11 main:574] : INFO : Epoch 1921 | loss: 0.0312038 | val_loss: 0.031199 | Time: 1995.81 ms [2021-01-22 01:03:12 main:574] : INFO : Epoch 1922 | loss: 0.0312032 | val_loss: 0.0311985 | Time: 1885.29 ms [2021-01-22 01:03:15 main:574] : INFO : Epoch 1923 | loss: 0.0312043 | val_loss: 0.0312029 | Time: 2034.33 ms [2021-01-22 01:03:16 main:574] : INFO : Epoch 1924 | loss: 0.0312052 | val_loss: 0.0311982 | Time: 1915 ms [2021-01-22 01:03:18 main:574] : INFO : Epoch 1925 | loss: 0.0312047 | val_loss: 0.031199 | Time: 1903.24 ms [2021-01-22 01:03:21 main:574] : INFO : Epoch 1926 | loss: 0.0312037 | val_loss: 0.0311981 | Time: 2126.59 ms [2021-01-22 01:03:23 main:574] : INFO : Epoch 1927 | loss: 0.0312028 | val_loss: 0.0312 | Time: 2066.23 ms [2021-01-22 01:03:25 main:574] : INFO : Epoch 1928 | loss: 0.0312025 | val_loss: 0.0311989 | Time: 1932.25 ms [2021-01-22 01:03:27 main:574] : INFO : Epoch 1929 | loss: 0.0312024 | val_loss: 0.0311991 | Time: 1900.96 ms [2021-01-22 01:03:28 main:574] : INFO : Epoch 1930 | loss: 0.0312033 | val_loss: 0.0312003 | Time: 1936.45 ms [2021-01-22 01:03:30 main:574] : INFO : Epoch 1931 | loss: 0.031204 | val_loss: 0.0311981 | Time: 1903.75 ms [2021-01-22 01:03:33 main:574] : INFO : Epoch 1932 | loss: 0.0312025 | val_loss: 0.0312003 | Time: 2116.64 ms [2021-01-22 01:03:34 main:574] : INFO : Epoch 1933 | loss: 0.0312042 | val_loss: 0.031198 | Time: 1913.34 ms [2021-01-22 01:03:36 main:574] : INFO : Epoch 1934 | loss: 0.0312024 | val_loss: 0.0311995 | Time: 1957.98 ms [2021-01-22 01:03:38 main:574] : INFO : Epoch 1935 | loss: 0.0312022 | val_loss: 0.0311988 | Time: 1893.23 ms [2021-01-22 01:03:40 main:574] : INFO : Epoch 1936 | loss: 0.0312035 | val_loss: 0.0311981 | Time: 2031.39 ms [2021-01-22 01:03:42 main:574] : INFO : Epoch 1937 | loss: 0.0312024 | val_loss: 0.0311985 | Time: 1996.79 ms [2021-01-22 01:03:44 main:574] : INFO : Epoch 1938 | loss: 0.0312022 | val_loss: 0.0311979 | Time: 1974.64 ms [2021-01-22 01:03:46 main:574] : INFO : Epoch 1939 | loss: 0.0312019 | val_loss: 0.0311984 | Time: 2031.92 ms [2021-01-22 01:03:48 main:574] : INFO : Epoch 1940 | loss: 0.0312021 | val_loss: 0.0311978 | Time: 1908.84 ms [2021-01-22 01:03:50 main:574] : INFO : Epoch 1941 | loss: 0.0312023 | val_loss: 0.031198 | Time: 1870.82 ms [2021-01-22 01:03:52 main:574] : INFO : Epoch 1942 | loss: 0.0312023 | val_loss: 0.0311978 | Time: 1879.93 ms [2021-01-22 01:03:54 main:574] : INFO : Epoch 1943 | loss: 0.031202 | val_loss: 0.0311976 | Time: 1958.88 ms [2021-01-22 01:03:56 main:574] : INFO : Epoch 1944 | loss: 0.0312022 | val_loss: 0.0311981 | Time: 2064.78 ms [2021-01-22 01:03:58 main:574] : INFO : Epoch 1945 | loss: 0.031203 | val_loss: 0.0311977 | Time: 1926.26 ms [2021-01-22 01:04:00 main:574] : INFO : Epoch 1946 | loss: 0.0312019 | val_loss: 0.0311978 | Time: 1905.21 ms [2021-01-22 01:04:02 main:574] : INFO : Epoch 1947 | loss: 0.0312021 | val_loss: 0.031198 | Time: 1918.93 ms [2021-01-22 01:04:04 main:574] : INFO : Epoch 1948 | loss: 0.0312018 | val_loss: 0.0311979 | Time: 1964.83 ms [2021-01-22 01:04:06 main:574] : INFO : Epoch 1949 | loss: 0.0312026 | val_loss: 0.0311993 | Time: 2025.02 ms [2021-01-22 01:04:08 main:574] : INFO : Epoch 1950 | loss: 0.0312016 | val_loss: 0.0311975 | Time: 1911.09 ms [2021-01-22 01:04:10 main:574] : INFO : Epoch 1951 | loss: 0.0312022 | val_loss: 0.0311993 | Time: 1930.99 ms [2021-01-22 01:04:12 main:574] : INFO : Epoch 1952 | loss: 0.0312069 | val_loss: 0.0311975 | Time: 2048.08 ms [2021-01-22 01:04:14 main:574] : INFO : Epoch 1953 | loss: 0.0312044 | val_loss: 0.0311978 | Time: 1911.5 ms [2021-01-22 01:04:16 main:574] : INFO : Epoch 1954 | loss: 0.0312022 | val_loss: 0.0312006 | Time: 1944.31 ms [2021-01-22 01:04:18 main:574] : INFO : Epoch 1955 | loss: 0.0312028 | val_loss: 0.0311977 | Time: 2042.04 ms [2021-01-22 01:04:20 main:574] : INFO : Epoch 1956 | loss: 0.0312023 | val_loss: 0.0311977 | Time: 1909.32 ms [2021-01-22 01:04:22 main:574] : INFO : Epoch 1957 | loss: 0.0312053 | val_loss: 0.0312093 | Time: 1923.09 ms [2021-01-22 01:04:24 main:574] : INFO : Epoch 1958 | loss: 0.0312058 | val_loss: 0.0311979 | Time: 1915.59 ms [2021-01-22 01:04:26 main:574] : INFO : Epoch 1959 | loss: 0.0312028 | val_loss: 0.0312002 | Time: 1927.15 ms [2021-01-22 01:04:28 main:574] : INFO : Epoch 1960 | loss: 0.0312038 | val_loss: 0.0312052 | Time: 1894.49 ms [2021-01-22 01:04:30 main:574] : INFO : Epoch 1961 | loss: 0.0312034 | val_loss: 0.0311997 | Time: 1936.84 ms [2021-01-22 01:04:32 main:574] : INFO : Epoch 1962 | loss: 0.0312031 | val_loss: 0.0312009 | Time: 1903.72 ms [2021-01-22 01:04:34 main:574] : INFO : Epoch 1963 | loss: 0.0312024 | val_loss: 0.0311975 | Time: 1928.4 ms [2021-01-22 01:04:36 main:574] : INFO : Epoch 1964 | loss: 0.0312018 | val_loss: 0.031198 | Time: 1927.62 ms [2021-01-22 01:04:38 main:574] : INFO : Epoch 1965 | loss: 0.0312022 | val_loss: 0.0311974 | Time: 1981.79 ms [2021-01-22 01:04:40 main:574] : INFO : Epoch 1966 | loss: 0.0312018 | val_loss: 0.0311975 | Time: 1998.08 ms [2021-01-22 01:04:42 main:574] : INFO : Epoch 1967 | loss: 0.0312017 | val_loss: 0.0312011 | Time: 1995.09 ms [2021-01-22 01:04:44 main:574] : INFO : Epoch 1968 | loss: 0.0312025 | val_loss: 0.0312005 | Time: 1974.14 ms [2021-01-22 01:04:46 main:574] : INFO : Epoch 1969 | loss: 0.0312023 | val_loss: 0.0311999 | Time: 1900.83 ms [2021-01-22 01:04:48 main:574] : INFO : Epoch 1970 | loss: 0.0312016 | val_loss: 0.0311975 | Time: 1866.03 ms [2021-01-22 01:04:49 main:574] : INFO : Epoch 1971 | loss: 0.0312017 | val_loss: 0.0311973 | Time: 1891.84 ms [2021-01-22 01:04:51 main:574] : INFO : Epoch 1972 | loss: 0.0312024 | val_loss: 0.0312026 | Time: 1969.85 ms [2021-01-22 01:04:53 main:574] : INFO : Epoch 1973 | loss: 0.0312053 | val_loss: 0.0311993 | Time: 1995.92 ms [2021-01-22 01:04:55 main:574] : INFO : Epoch 1974 | loss: 0.0312049 | val_loss: 0.0311983 | Time: 1870.44 ms [2021-01-22 01:04:57 main:574] : INFO : Epoch 1975 | loss: 0.0312025 | val_loss: 0.0311997 | Time: 1865.56 ms [2021-01-22 01:04:59 main:574] : INFO : Epoch 1976 | loss: 0.0312018 | val_loss: 0.0311976 | Time: 1885.73 ms [2021-01-22 01:05:01 main:574] : INFO : Epoch 1977 | loss: 0.0312022 | val_loss: 0.0311988 | Time: 1929.35 ms [2021-01-22 01:05:03 main:574] : INFO : Epoch 1978 | loss: 0.0312017 | val_loss: 0.0311976 | Time: 2049.66 ms [2021-01-22 01:05:05 main:574] : INFO : Epoch 1979 | loss: 0.0312008 | val_loss: 0.0311976 | Time: 1932.24 ms [2021-01-22 01:05:07 main:574] : INFO : Epoch 1980 | loss: 0.0312005 | val_loss: 0.0311968 | Time: 1933.12 ms [2021-01-22 01:05:09 main:574] : INFO : Epoch 1981 | loss: 0.0311994 | val_loss: 0.0312022 | Time: 1939.94 ms [2021-01-22 01:05:11 main:574] : INFO : Epoch 1982 | loss: 0.0312009 | val_loss: 0.0311958 | Time: 2089.16 ms [2021-01-22 01:05:13 main:574] : INFO : Epoch 1983 | loss: 0.031199 | val_loss: 0.0311966 | Time: 2031.12 ms [2021-01-22 01:05:15 main:574] : INFO : Epoch 1984 | loss: 0.031198 | val_loss: 0.0311946 | Time: 1904.91 ms [2021-01-22 01:05:17 main:574] : INFO : Epoch 1985 | loss: 0.0311979 | val_loss: 0.031195 | Time: 1907.56 ms [2021-01-22 01:05:19 main:574] : INFO : Epoch 1986 | loss: 0.0311994 | val_loss: 0.0311981 | Time: 1976.11 ms [2021-01-22 01:05:21 main:574] : INFO : Epoch 1987 | loss: 0.0311993 | val_loss: 0.0312021 | Time: 1921.34 ms [2021-01-22 01:05:23 main:574] : INFO : Epoch 1988 | loss: 0.0311981 | val_loss: 0.0311939 | Time: 1907.96 ms [2021-01-22 01:05:25 main:574] : INFO : Epoch 1989 | loss: 0.0311959 | val_loss: 0.0311912 | Time: 1955.1 ms [2021-01-22 01:05:27 main:574] : INFO : Epoch 1990 | loss: 0.0311947 | val_loss: 0.0311935 | Time: 1880.71 ms [2021-01-22 01:05:29 main:574] : INFO : Epoch 1991 | loss: 0.0311934 | val_loss: 0.0311909 | Time: 2051.39 ms [2021-01-22 01:05:31 main:574] : INFO : Epoch 1992 | loss: 0.0311931 | val_loss: 0.0311908 | Time: 1857.88 ms [2021-01-22 01:05:33 main:574] : INFO : Epoch 1993 | loss: 0.0311928 | val_loss: 0.0311903 | Time: 1925.55 ms [2021-01-22 01:05:35 main:574] : INFO : Epoch 1994 | loss: 0.0311935 | val_loss: 0.0311901 | Time: 1878.94 ms [2021-01-22 01:05:37 main:574] : INFO : Epoch 1995 | loss: 0.0311956 | val_loss: 0.0311932 | Time: 1982.72 ms [2021-01-22 01:05:39 main:574] : INFO : Epoch 1996 | loss: 0.0311975 | val_loss: 0.0311935 | Time: 2000.28 ms [2021-01-22 01:05:41 main:574] : INFO : Epoch 1997 | loss: 0.0311939 | val_loss: 0.0311907 | Time: 2015.12 ms [2021-01-22 01:05:43 main:574] : INFO : Epoch 1998 | loss: 0.0311932 | val_loss: 0.0311948 | Time: 2025.73 ms [2021-01-22 01:05:45 main:574] : INFO : Epoch 1999 | loss: 0.0311951 | val_loss: 0.0311904 | Time: 1899.14 ms [2021-01-22 01:05:47 main:574] : INFO : Epoch 2000 | loss: 0.0311921 | val_loss: 0.03119 | Time: 1913.59 ms [2021-01-22 01:05:49 main:574] : INFO : Epoch 2001 | loss: 0.0311925 | val_loss: 0.0311898 | Time: 1917.71 ms [2021-01-22 01:05:51 main:574] : INFO : Epoch 2002 | loss: 0.0311919 | val_loss: 0.0311901 | Time: 1914.79 ms [2021-01-22 01:05:52 main:574] : INFO : Epoch 2003 | loss: 0.0311916 | val_loss: 0.0311902 | Time: 1879.61 ms [2021-01-22 01:05:54 main:574] : INFO : Epoch 2004 | loss: 0.0311956 | val_loss: 0.0312003 | Time: 1918.85 ms [2021-01-22 01:05:56 main:574] : INFO : Epoch 2005 | loss: 0.0311981 | val_loss: 0.03119 | Time: 1967.79 ms [2021-01-22 01:05:58 main:574] : INFO : Epoch 2006 | loss: 0.0311919 | val_loss: 0.031191 | Time: 1957.81 ms [2021-01-22 01:06:00 main:574] : INFO : Epoch 2007 | loss: 0.031192 | val_loss: 0.0311905 | Time: 2068.54 ms [2021-01-22 01:06:02 main:574] : INFO : Epoch 2008 | loss: 0.0311917 | val_loss: 0.0311898 | Time: 2006.76 ms [2021-01-22 01:06:04 main:574] : INFO : Epoch 2009 | loss: 0.0311918 | val_loss: 0.0311906 | Time: 2001.65 ms [2021-01-22 01:06:07 main:574] : INFO : Epoch 2010 | loss: 0.0311929 | val_loss: 0.0311988 | Time: 2007.86 ms [2021-01-22 01:06:08 main:574] : INFO : Epoch 2011 | loss: 0.0311946 | val_loss: 0.0311899 | Time: 1892.55 ms [2021-01-22 01:06:10 main:574] : INFO : Epoch 2012 | loss: 0.0311923 | val_loss: 0.0311901 | Time: 2002.99 ms [2021-01-22 01:06:12 main:574] : INFO : Epoch 2013 | loss: 0.031193 | val_loss: 0.031195 | Time: 1949.16 ms [2021-01-22 01:06:14 main:574] : INFO : Epoch 2014 | loss: 0.0311927 | val_loss: 0.0311918 | Time: 1986.26 ms [2021-01-22 01:06:16 main:574] : INFO : Epoch 2015 | loss: 0.0311918 | val_loss: 0.0311905 | Time: 1919.91 ms [2021-01-22 01:06:18 main:574] : INFO : Epoch 2016 | loss: 0.0311916 | val_loss: 0.0311894 | Time: 1921.05 ms [2021-01-22 01:06:20 main:574] : INFO : Epoch 2017 | loss: 0.0311911 | val_loss: 0.0311892 | Time: 1916.08 ms [2021-01-22 01:06:22 main:574] : INFO : Epoch 2018 | loss: 0.0311913 | val_loss: 0.0311894 | Time: 1998.61 ms [2021-01-22 01:06:24 main:574] : INFO : Epoch 2019 | loss: 0.0311914 | val_loss: 0.0311892 | Time: 2006.44 ms [2021-01-22 01:06:26 main:574] : INFO : Epoch 2020 | loss: 0.0311914 | val_loss: 0.031204 | Time: 1962.08 ms [2021-01-22 01:06:28 main:574] : INFO : Epoch 2021 | loss: 0.0311954 | val_loss: 0.0311993 | Time: 2031 ms [2021-01-22 01:06:30 main:574] : INFO : Epoch 2022 | loss: 0.0311965 | val_loss: 0.0311897 | Time: 2000.51 ms [2021-01-22 01:06:32 main:574] : INFO : Epoch 2023 | loss: 0.031193 | val_loss: 0.0311897 | Time: 2032.36 ms [2021-01-22 01:06:34 main:574] : INFO : Epoch 2024 | loss: 0.0311919 | val_loss: 0.0311925 | Time: 1954.69 ms [2021-01-22 01:06:37 main:574] : INFO : Epoch 2025 | loss: 0.0311913 | val_loss: 0.0311896 | Time: 2146.72 ms [2021-01-22 01:06:39 main:574] : INFO : Epoch 2026 | loss: 0.0311903 | val_loss: 0.0311899 | Time: 1982.16 ms [2021-01-22 01:06:41 main:574] : INFO : Epoch 2027 | loss: 0.0311909 | val_loss: 0.0311919 | Time: 1961.97 ms [2021-01-22 01:06:43 main:574] : INFO : Epoch 2028 | loss: 0.0311905 | val_loss: 0.0311901 | Time: 1936.55 ms [2021-01-22 01:06:45 main:574] : INFO : Epoch 2029 | loss: 0.0311902 | val_loss: 0.0311895 | Time: 2009.95 ms [2021-01-22 01:06:47 main:574] : INFO : Epoch 2030 | loss: 0.0311908 | val_loss: 0.0311892 | Time: 1882.9 ms [2021-01-22 01:06:49 main:574] : INFO : Epoch 2031 | loss: 0.0311917 | val_loss: 0.0311891 | Time: 2048.81 ms [2021-01-22 01:06:51 main:574] : INFO : Epoch 2032 | loss: 0.0311924 | val_loss: 0.0311982 | Time: 2058.84 ms [2021-01-22 01:06:53 main:574] : INFO : Epoch 2033 | loss: 0.0311931 | val_loss: 0.0311899 | Time: 2037.13 ms [2021-01-22 01:06:55 main:574] : INFO : Epoch 2034 | loss: 0.0311902 | val_loss: 0.0311896 | Time: 2023.14 ms [2021-01-22 01:06:57 main:574] : INFO : Epoch 2035 | loss: 0.031191 | val_loss: 0.0311916 | Time: 1893.45 ms [2021-01-22 01:06:59 main:574] : INFO : Epoch 2036 | loss: 0.031191 | val_loss: 0.0311901 | Time: 1947.78 ms [2021-01-22 01:07:01 main:574] : INFO : Epoch 2037 | loss: 0.0311922 | val_loss: 0.0311994 | Time: 1949.7 ms [2021-01-22 01:07:03 main:574] : INFO : Epoch 2038 | loss: 0.0311906 | val_loss: 0.0311889 | Time: 2042.84 ms [2021-01-22 01:07:05 main:574] : INFO : Epoch 2039 | loss: 0.0311911 | val_loss: 0.0311974 | Time: 2030.38 ms [2021-01-22 01:07:07 main:574] : INFO : Epoch 2040 | loss: 0.0311929 | val_loss: 0.0311889 | Time: 1970.86 ms [2021-01-22 01:07:09 main:574] : INFO : Epoch 2041 | loss: 0.0311902 | val_loss: 0.0311899 | Time: 1973.15 ms [2021-01-22 01:07:11 main:574] : INFO : Epoch 2042 | loss: 0.0311913 | val_loss: 0.031195 | Time: 2005.42 ms [2021-01-22 01:07:13 main:574] : INFO : Epoch 2043 | loss: 0.0311938 | val_loss: 0.0311925 | Time: 1882.56 ms [2021-01-22 01:07:15 main:574] : INFO : Epoch 2044 | loss: 0.0311939 | val_loss: 0.0311889 | Time: 1961.21 ms [2021-01-22 01:07:17 main:574] : INFO : Epoch 2045 | loss: 0.0311907 | val_loss: 0.0311886 | Time: 2079.34 ms [2021-01-22 01:07:19 main:574] : INFO : Epoch 2046 | loss: 0.0311896 | val_loss: 0.0311909 | Time: 1949.7 ms [2021-01-22 01:07:21 main:574] : INFO : Epoch 2047 | loss: 0.0311905 | val_loss: 0.0311902 | Time: 1958.48 ms [2021-01-22 01:07:23 main:574] : INFO : Epoch 2048 | loss: 0.0311901 | val_loss: 0.0311891 | Time: 1969 ms [2021-01-22 01:07:23 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311891 [2021-01-22 01:07:23 main:603] : INFO : Saving end state to config to file [2021-01-22 01:07:23 main:608] : INFO : Success, exiting.. 01:07:23 (12932): 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)