Task 13046074
| Name | ParityModified-1647043760-9182-0_1 |
| Workunit | 10092662 |
| Created | 13 Mar 2022, 11:50:10 UTC |
| Sent | 13 Mar 2022, 13:11:11 UTC |
| Report deadline | 21 Mar 2022, 13:11:11 UTC |
| Received | 13 Mar 2022, 16:36:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10254 |
| Run time | 1 hours 8 min 19 sec |
| CPU time | 1 hours 7 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,017.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311708 | val_loss: 0.0311784 | Time: 2000.19 ms [2022-03-13 17:19:01 main:574] : INFO : Epoch 1543 | loss: 0.0311672 | val_loss: 0.0311768 | Time: 1924.68 ms [2022-03-13 17:19:03 main:574] : INFO : Epoch 1544 | loss: 0.0311665 | val_loss: 0.0311788 | Time: 2012.38 ms [2022-03-13 17:19:05 main:574] : INFO : Epoch 1545 | loss: 0.0311685 | val_loss: 0.0311798 | Time: 1904.48 ms [2022-03-13 17:19:07 main:574] : INFO : Epoch 1546 | loss: 0.0311724 | val_loss: 0.0311914 | Time: 1971.94 ms [2022-03-13 17:19:09 main:574] : INFO : Epoch 1547 | loss: 0.0311725 | val_loss: 0.0311775 | Time: 1968.95 ms [2022-03-13 17:19:11 main:574] : INFO : Epoch 1548 | loss: 0.0311679 | val_loss: 0.0311781 | Time: 1994.79 ms [2022-03-13 17:19:13 main:574] : INFO : Epoch 1549 | loss: 0.0311682 | val_loss: 0.0311789 | Time: 1995.03 ms [2022-03-13 17:19:15 main:574] : INFO : Epoch 1550 | loss: 0.0311682 | val_loss: 0.0311762 | Time: 1935.42 ms [2022-03-13 17:19:17 main:574] : INFO : Epoch 1551 | loss: 0.0311678 | val_loss: 0.0311746 | Time: 1975.09 ms [2022-03-13 17:19:19 main:574] : INFO : Epoch 1552 | loss: 0.0311715 | val_loss: 0.0311808 | Time: 1980.68 ms [2022-03-13 17:19:21 main:574] : INFO : Epoch 1553 | loss: 0.031166 | val_loss: 0.0311774 | Time: 1940.82 ms [2022-03-13 17:19:23 main:574] : INFO : Epoch 1554 | loss: 0.031168 | val_loss: 0.0311764 | Time: 1934.17 ms [2022-03-13 17:19:25 main:574] : INFO : Epoch 1555 | loss: 0.0311711 | val_loss: 0.031179 | Time: 1975.96 ms [2022-03-13 17:19:27 main:574] : INFO : Epoch 1556 | loss: 0.0311693 | val_loss: 0.0311884 | Time: 2038.58 ms [2022-03-13 17:19:29 main:574] : INFO : Epoch 1557 | loss: 0.031167 | val_loss: 0.0311731 | Time: 1951.38 ms [2022-03-13 17:19:31 main:574] : INFO : Epoch 1558 | loss: 0.0311649 | val_loss: 0.0311795 | Time: 2007.42 ms [2022-03-13 17:19:33 main:574] : INFO : Epoch 1559 | loss: 0.0311663 | val_loss: 0.0311737 | Time: 2053.83 ms [2022-03-13 17:19:35 main:574] : INFO : Epoch 1560 | loss: 0.031169 | val_loss: 0.0311941 | Time: 1987.96 ms [2022-03-13 17:19:37 main:574] : INFO : Epoch 1561 | loss: 0.0311682 | val_loss: 0.0311886 | Time: 1995.57 ms [2022-03-13 17:19:39 main:574] : INFO : Epoch 1562 | loss: 0.0311648 | val_loss: 0.0311774 | Time: 2027.05 ms [2022-03-13 17:19:41 main:574] : INFO : Epoch 1563 | loss: 0.0311652 | val_loss: 0.0311731 | Time: 2039.84 ms [2022-03-13 17:19:43 main:574] : INFO : Epoch 1564 | loss: 0.0311659 | val_loss: 0.0311746 | Time: 1934.17 ms [2022-03-13 17:19:45 main:574] : INFO : Epoch 1565 | loss: 0.0311668 | val_loss: 0.0311774 | Time: 2014.25 ms [2022-03-13 17:19:47 main:574] : INFO : Epoch 1566 | loss: 0.0311663 | val_loss: 0.0311869 | Time: 1956 ms [2022-03-13 17:19:49 main:574] : INFO : Epoch 1567 | loss: 0.0311673 | val_loss: 0.0311793 | Time: 1934.45 ms [2022-03-13 17:19:51 main:574] : INFO : Epoch 1568 | loss: 0.0311666 | val_loss: 0.0311721 | Time: 2003.61 ms [2022-03-13 17:19:53 main:574] : INFO : Epoch 1569 | loss: 0.0311713 | val_loss: 0.0311929 | Time: 1961.08 ms [2022-03-13 17:19:55 main:574] : INFO : Epoch 1570 | loss: 0.0311706 | val_loss: 0.0311766 | Time: 1931.25 ms [2022-03-13 17:19:57 main:574] : INFO : Epoch 1571 | loss: 0.0311629 | val_loss: 0.0311733 | Time: 1990.4 ms [2022-03-13 17:19:59 main:574] : INFO : Epoch 1572 | loss: 0.0311629 | val_loss: 0.0311726 | Time: 1972.95 ms [2022-03-13 17:20:01 main:574] : INFO : Epoch 1573 | loss: 0.0311608 | val_loss: 0.0311747 | Time: 2070.66 ms [2022-03-13 17:20:03 main:574] : INFO : Epoch 1574 | loss: 0.0311606 | val_loss: 0.0311729 | Time: 1983.84 ms [2022-03-13 17:20:05 main:574] : INFO : Epoch 1575 | loss: 0.0311605 | val_loss: 0.031175 | Time: 1987.57 ms [2022-03-13 17:20:07 main:574] : INFO : Epoch 1576 | loss: 0.0311611 | val_loss: 0.0311791 | Time: 2023.53 ms [2022-03-13 17:20:09 main:574] : INFO : Epoch 1577 | loss: 0.0311636 | val_loss: 0.031175 | Time: 1966.96 ms [2022-03-13 17:20:11 main:574] : INFO : Epoch 1578 | loss: 0.0311623 | val_loss: 0.0311715 | Time: 1994.08 ms [2022-03-13 17:20:13 main:574] : INFO : Epoch 1579 | loss: 0.0311628 | val_loss: 0.0311812 | Time: 1940.71 ms [2022-03-13 17:20:15 main:574] : INFO : Epoch 1580 | loss: 0.0311629 | val_loss: 0.0311752 | Time: 1964.58 ms [2022-03-13 17:20:17 main:574] : INFO : Epoch 1581 | loss: 0.0311667 | val_loss: 0.0311787 | Time: 2032.75 ms [2022-03-13 17:20:19 main:574] : INFO : Epoch 1582 | loss: 0.0311657 | val_loss: 0.0311734 | Time: 2005.64 ms [2022-03-13 17:20:21 main:574] : INFO : Epoch 1583 | loss: 0.0311617 | val_loss: 0.0311761 | Time: 1936.68 ms [2022-03-13 17:20:23 main:574] : INFO : Epoch 1584 | loss: 0.0311647 | val_loss: 0.0311736 | Time: 1907.11 ms [2022-03-13 17:20:25 main:574] : INFO : Epoch 1585 | loss: 0.0311675 | val_loss: 0.0311811 | Time: 2012.8 ms [2022-03-13 17:20:27 main:574] : INFO : Epoch 1586 | loss: 0.0311656 | val_loss: 0.0311878 | Time: 1968.72 ms [2022-03-13 17:20:29 main:574] : INFO : Epoch 1587 | loss: 0.0311663 | val_loss: 0.0311845 | Time: 1993.97 ms [2022-03-13 17:20:31 main:574] : INFO : Epoch 1588 | loss: 0.0311693 | val_loss: 0.0311761 | Time: 1984.45 ms [2022-03-13 17:20:33 main:574] : INFO : Epoch 1589 | loss: 0.0311647 | val_loss: 0.031178 | Time: 1953.62 ms [2022-03-13 17:20:35 main:574] : INFO : Epoch 1590 | loss: 0.0311621 | val_loss: 0.0311734 | Time: 1952.49 ms [2022-03-13 17:20:37 main:574] : INFO : Epoch 1591 | loss: 0.0311599 | val_loss: 0.0311835 | Time: 1979.93 ms [2022-03-13 17:20:39 main:574] : INFO : Epoch 1592 | loss: 0.0311635 | val_loss: 0.0311796 | Time: 1988.12 ms [2022-03-13 17:20:41 main:574] : INFO : Epoch 1593 | loss: 0.0311846 | val_loss: 0.031205 | Time: 1978.22 ms [2022-03-13 17:20:43 main:574] : INFO : Epoch 1594 | loss: 0.0312039 | val_loss: 0.0311982 | Time: 1998.95 ms [2022-03-13 17:20:45 main:574] : INFO : Epoch 1595 | loss: 0.0312022 | val_loss: 0.0312018 | Time: 1989.48 ms [2022-03-13 17:20:47 main:574] : INFO : Epoch 1596 | loss: 0.0311992 | val_loss: 0.0311907 | Time: 2004.8 ms [2022-03-13 17:20:49 main:574] : INFO : Epoch 1597 | loss: 0.0311924 | val_loss: 0.03119 | Time: 2020.12 ms [2022-03-13 17:20:51 main:574] : INFO : Epoch 1598 | loss: 0.0311902 | val_loss: 0.0311835 | Time: 1969.06 ms [2022-03-13 17:20:53 main:574] : INFO : Epoch 1599 | loss: 0.0311896 | val_loss: 0.031182 | Time: 1987.97 ms [2022-03-13 17:20:55 main:574] : INFO : Epoch 1600 | loss: 0.0311887 | val_loss: 0.0311797 | Time: 1943.65 ms [2022-03-13 17:20:57 main:574] : INFO : Epoch 1601 | loss: 0.0311836 | val_loss: 0.0311863 | Time: 1961.79 ms [2022-03-13 17:20:59 main:574] : INFO : Epoch 1602 | loss: 0.0311858 | val_loss: 0.0311814 | Time: 1965.59 ms [2022-03-13 17:21:01 main:574] : INFO : Epoch 1603 | loss: 0.0311819 | val_loss: 0.0311767 | Time: 2008.32 ms [2022-03-13 17:21:03 main:574] : INFO : Epoch 1604 | loss: 0.0311815 | val_loss: 0.0311785 | Time: 1971.56 ms [2022-03-13 17:21:05 main:574] : INFO : Epoch 1605 | loss: 0.0311804 | val_loss: 0.031175 | Time: 1964.55 ms [2022-03-13 17:21:07 main:574] : INFO : Epoch 1606 | loss: 0.0311805 | val_loss: 0.0311765 | Time: 1984.4 ms [2022-03-13 17:21:09 main:574] : INFO : Epoch 1607 | loss: 0.0311783 | val_loss: 0.0311744 | Time: 1995.75 ms [2022-03-13 17:21:11 main:574] : INFO : Epoch 1608 | loss: 0.0311772 | val_loss: 0.0311744 | Time: 2011.1 ms [2022-03-13 17:21:13 main:574] : INFO : Epoch 1609 | loss: 0.0311769 | val_loss: 0.0311739 | Time: 1983.65 ms [2022-03-13 17:21:15 main:574] : INFO : Epoch 1610 | loss: 0.0311759 | val_loss: 0.0311761 | Time: 2024.64 ms [2022-03-13 17:21:17 main:574] : INFO : Epoch 1611 | loss: 0.0311788 | val_loss: 0.0311851 | Time: 2025.64 ms [2022-03-13 17:21:19 main:574] : INFO : Epoch 1612 | loss: 0.031177 | val_loss: 0.0311736 | Time: 2000.89 ms [2022-03-13 17:21:21 main:574] : INFO : Epoch 1613 | loss: 0.0311752 | val_loss: 0.0311733 | Time: 2093.26 ms [2022-03-13 17:21:23 main:574] : INFO : Epoch 1614 | loss: 0.0311734 | val_loss: 0.0311743 | Time: 1952.38 ms [2022-03-13 17:21:25 main:574] : INFO : Epoch 1615 | loss: 0.0311751 | val_loss: 0.0311824 | Time: 1989.56 ms [2022-03-13 17:21:27 main:574] : INFO : Epoch 1616 | loss: 0.0311744 | val_loss: 0.0311727 | Time: 1993.31 ms [2022-03-13 17:21:29 main:574] : INFO : Epoch 1617 | loss: 0.0311744 | val_loss: 0.0311721 | Time: 1985.2 ms [2022-03-13 17:21:31 main:574] : INFO : Epoch 1618 | loss: 0.0311719 | val_loss: 0.0311738 | Time: 2028.18 ms [2022-03-13 17:21:33 main:574] : INFO : Epoch 1619 | loss: 0.0311728 | val_loss: 0.0311769 | Time: 1976.44 ms [2022-03-13 17:21:35 main:574] : INFO : Epoch 1620 | loss: 0.0311804 | val_loss: 0.0311834 | Time: 1950.03 ms [2022-03-13 17:21:37 main:574] : INFO : Epoch 1621 | loss: 0.0311839 | val_loss: 0.0311802 | Time: 1996.15 ms [2022-03-13 17:21:39 main:574] : INFO : Epoch 1622 | loss: 0.0311851 | val_loss: 0.0311891 | Time: 1930.21 ms [2022-03-13 17:21:41 main:574] : INFO : Epoch 1623 | loss: 0.031195 | val_loss: 0.0311958 | Time: 1973.53 ms [2022-03-13 17:21:43 main:574] : INFO : Epoch 1624 | loss: 0.0311914 | val_loss: 0.0311934 | Time: 1954.94 ms [2022-03-13 17:21:45 main:574] : INFO : Epoch 1625 | loss: 0.0311888 | val_loss: 0.0311896 | Time: 1989.42 ms [2022-03-13 17:21:47 main:574] : INFO : Epoch 1626 | loss: 0.0311864 | val_loss: 0.0311996 | Time: 1990.55 ms [2022-03-13 17:21:49 main:574] : INFO : Epoch 1627 | loss: 0.0311924 | val_loss: 0.0311894 | Time: 1978.7 ms [2022-03-13 17:21:51 main:574] : INFO : Epoch 1628 | loss: 0.0311848 | val_loss: 0.0311789 | Time: 1970.97 ms [2022-03-13 17:21:53 main:574] : INFO : Epoch 1629 | loss: 0.0311821 | val_loss: 0.0311786 | Time: 1963.8 ms [2022-03-13 17:21:55 main:574] : INFO : Epoch 1630 | loss: 0.0311823 | val_loss: 0.031179 | Time: 1958.28 ms [2022-03-13 17:21:57 main:574] : INFO : Epoch 1631 | loss: 0.0311808 | val_loss: 0.0311799 | Time: 2028.57 ms [2022-03-13 17:21:59 main:574] : INFO : Epoch 1632 | loss: 0.031184 | val_loss: 0.0311852 | Time: 1934.58 ms [2022-03-13 17:22:01 main:574] : INFO : Epoch 1633 | loss: 0.031181 | val_loss: 0.031182 | Time: 1985.29 ms [2022-03-13 17:22:03 main:574] : INFO : Epoch 1634 | loss: 0.0311826 | val_loss: 0.0311868 | Time: 1939.8 ms [2022-03-13 17:22:05 main:574] : INFO : Epoch 1635 | loss: 0.03118 | val_loss: 0.0311787 | Time: 2014.05 ms [2022-03-13 17:22:07 main:574] : INFO : Epoch 1636 | loss: 0.0311781 | val_loss: 0.0311783 | Time: 1986.55 ms [2022-03-13 17:22:09 main:574] : INFO : Epoch 1637 | loss: 0.031179 | val_loss: 0.0311878 | Time: 1973.14 ms [2022-03-13 17:22:11 main:574] : INFO : Epoch 1638 | loss: 0.031185 | val_loss: 0.0311854 | Time: 1982.6 ms [2022-03-13 17:22:13 main:574] : INFO : Epoch 1639 | loss: 0.0311782 | val_loss: 0.0311791 | Time: 1949.07 ms [2022-03-13 17:22:15 main:574] : INFO : Epoch 1640 | loss: 0.0311753 | val_loss: 0.0311775 | Time: 1995.16 ms [2022-03-13 17:22:17 main:574] : INFO : Epoch 1641 | loss: 0.0311756 | val_loss: 0.0311786 | Time: 2045.72 ms [2022-03-13 17:22:19 main:574] : INFO : Epoch 1642 | loss: 0.031174 | val_loss: 0.0311774 | Time: 1982.94 ms [2022-03-13 17:22:21 main:574] : INFO : Epoch 1643 | loss: 0.031174 | val_loss: 0.0311762 | Time: 1967.49 ms [2022-03-13 17:22:23 main:574] : INFO : Epoch 1644 | loss: 0.0311742 | val_loss: 0.0311798 | Time: 1987.91 ms [2022-03-13 17:22:25 main:574] : INFO : Epoch 1645 | loss: 0.0311812 | val_loss: 0.0311801 | Time: 1987.78 ms [2022-03-13 17:22:27 main:574] : INFO : Epoch 1646 | loss: 0.0311759 | val_loss: 0.031179 | Time: 1957.23 ms [2022-03-13 17:22:28 main:574] : INFO : Epoch 1647 | loss: 0.0311746 | val_loss: 0.0311776 | Time: 1941.15 ms [2022-03-13 17:22:31 main:574] : INFO : Epoch 1648 | loss: 0.031178 | val_loss: 0.0311927 | Time: 2044.58 ms [2022-03-13 17:22:33 main:574] : INFO : Epoch 1649 | loss: 0.0311791 | val_loss: 0.0311847 | Time: 1951.9 ms [2022-03-13 17:22:35 main:574] : INFO : Epoch 1650 | loss: 0.0311748 | val_loss: 0.0311851 | Time: 2046.09 ms [2022-03-13 17:22:37 main:574] : INFO : Epoch 1651 | loss: 0.0311781 | val_loss: 0.0311822 | Time: 1965.81 ms [2022-03-13 17:22:39 main:574] : INFO : Epoch 1652 | loss: 0.0311745 | val_loss: 0.0311764 | Time: 1961.44 ms [2022-03-13 17:22:41 main:574] : INFO : Epoch 1653 | loss: 0.0311731 | val_loss: 0.0311775 | Time: 1993.48 ms [2022-03-13 17:22:43 main:574] : INFO : Epoch 1654 | loss: 0.0311716 | val_loss: 0.0311753 | Time: 1984.64 ms [2022-03-13 17:22:44 main:574] : INFO : Epoch 1655 | loss: 0.031172 | val_loss: 0.0311791 | Time: 1970.18 ms [2022-03-13 17:22:46 main:574] : INFO : Epoch 1656 | loss: 0.0311765 | val_loss: 0.031184 | Time: 1972.46 ms [2022-03-13 17:22:48 main:574] : INFO : Epoch 1657 | loss: 0.0311743 | val_loss: 0.0311767 | Time: 1946.02 ms [2022-03-13 17:22:50 main:574] : INFO : Epoch 1658 | loss: 0.0311709 | val_loss: 0.0311785 | Time: 1954.08 ms [2022-03-13 17:22:52 main:574] : INFO : Epoch 1659 | loss: 0.031175 | val_loss: 0.0311767 | Time: 1921.81 ms [2022-03-13 17:22:54 main:574] : INFO : Epoch 1660 | loss: 0.0311712 | val_loss: 0.0311764 | Time: 2005.24 ms [2022-03-13 17:22:56 main:574] : INFO : Epoch 1661 | loss: 0.0311721 | val_loss: 0.0311785 | Time: 2007.05 ms [2022-03-13 17:22:58 main:574] : INFO : Epoch 1662 | loss: 0.0311709 | val_loss: 0.0311783 | Time: 1976.12 ms [2022-03-13 17:23:00 main:574] : INFO : Epoch 1663 | loss: 0.0311719 | val_loss: 0.0311777 | Time: 1990.39 ms [2022-03-13 17:23:02 main:574] : INFO : Epoch 1664 | loss: 0.0311727 | val_loss: 0.0311792 | Time: 1983.04 ms [2022-03-13 17:23:04 main:574] : INFO : Epoch 1665 | loss: 0.0311717 | val_loss: 0.0311784 | Time: 1997.17 ms [2022-03-13 17:23:06 main:574] : INFO : Epoch 1666 | loss: 0.0311715 | val_loss: 0.0311856 | Time: 1950.79 ms [2022-03-13 17:23:08 main:574] : INFO : Epoch 1667 | loss: 0.0311736 | val_loss: 0.0311798 | Time: 1948.77 ms [2022-03-13 17:23:10 main:574] : INFO : Epoch 1668 | loss: 0.0311749 | val_loss: 0.0311803 | Time: 1941.95 ms [2022-03-13 17:23:12 main:574] : INFO : Epoch 1669 | loss: 0.031171 | val_loss: 0.0311774 | Time: 1947.72 ms [2022-03-13 17:23:14 main:574] : INFO : Epoch 1670 | loss: 0.031169 | val_loss: 0.0311782 | Time: 1998.77 ms [2022-03-13 17:23:16 main:574] : INFO : Epoch 1671 | loss: 0.0311718 | val_loss: 0.0311818 | Time: 2000.62 ms [2022-03-13 17:23:18 main:574] : INFO : Epoch 1672 | loss: 0.0311709 | val_loss: 0.0311856 | Time: 1933.74 ms [2022-03-13 17:23:20 main:574] : INFO : Epoch 1673 | loss: 0.0311782 | val_loss: 0.0311874 | Time: 2038.14 ms [2022-03-13 17:23:22 main:574] : INFO : Epoch 1674 | loss: 0.0311745 | val_loss: 0.0311778 | Time: 2049.02 ms [2022-03-13 17:23:24 main:574] : INFO : Epoch 1675 | loss: 0.03117 | val_loss: 0.0311781 | Time: 1941.69 ms [2022-03-13 17:23:26 main:574] : INFO : Epoch 1676 | loss: 0.0311703 | val_loss: 0.0311846 | Time: 1975.48 ms [2022-03-13 17:23:28 main:574] : INFO : Epoch 1677 | loss: 0.0311771 | val_loss: 0.0311877 | Time: 1997.13 ms [2022-03-13 17:23:30 main:574] : INFO : Epoch 1678 | loss: 0.0311694 | val_loss: 0.0311765 | Time: 1935.15 ms [2022-03-13 17:23:32 main:574] : INFO : Epoch 1679 | loss: 0.0311686 | val_loss: 0.031176 | Time: 1949.38 ms [2022-03-13 17:23:34 main:574] : INFO : Epoch 1680 | loss: 0.0311677 | val_loss: 0.0311925 | Time: 1918.4 ms [2022-03-13 17:23:36 main:574] : INFO : Epoch 1681 | loss: 0.0311762 | val_loss: 0.0311801 | Time: 1939.3 ms [2022-03-13 17:23:38 main:574] : INFO : Epoch 1682 | loss: 0.0311694 | val_loss: 0.0311803 | Time: 1943.31 ms [2022-03-13 17:23:40 main:574] : INFO : Epoch 1683 | loss: 0.0311689 | val_loss: 0.0311793 | Time: 1916.4 ms [2022-03-13 17:23:42 main:574] : INFO : Epoch 1684 | loss: 0.03117 | val_loss: 0.0311822 | Time: 1956.78 ms [2022-03-13 17:23:44 main:574] : INFO : Epoch 1685 | loss: 0.0311693 | val_loss: 0.0311774 | Time: 2011.62 ms [2022-03-13 17:23:46 main:574] : INFO : Epoch 1686 | loss: 0.0311647 | val_loss: 0.0311761 | Time: 1990.85 ms [2022-03-13 17:23:48 main:574] : INFO : Epoch 1687 | loss: 0.0311673 | val_loss: 0.0311795 | Time: 2016.37 ms [2022-03-13 17:23:50 main:574] : INFO : Epoch 1688 | loss: 0.0311713 | val_loss: 0.0311787 | Time: 2004.73 ms [2022-03-13 17:23:52 main:574] : INFO : Epoch 1689 | loss: 0.0311661 | val_loss: 0.0311774 | Time: 2009.95 ms [2022-03-13 17:23:54 main:574] : INFO : Epoch 1690 | loss: 0.031168 | val_loss: 0.031181 | Time: 1976.77 ms [2022-03-13 17:23:56 main:574] : INFO : Epoch 1691 | loss: 0.0311682 | val_loss: 0.0311792 | Time: 2020.8 ms [2022-03-13 17:23:58 main:574] : INFO : Epoch 1692 | loss: 0.0311657 | val_loss: 0.0311845 | Time: 1960.21 ms [2022-03-13 17:24:00 main:574] : INFO : Epoch 1693 | loss: 0.0311648 | val_loss: 0.0311786 | Time: 1920.91 ms [2022-03-13 17:24:02 main:574] : INFO : Epoch 1694 | loss: 0.0311662 | val_loss: 0.0311816 | Time: 2035.54 ms [2022-03-13 17:24:04 main:574] : INFO : Epoch 1695 | loss: 0.031166 | val_loss: 0.0311801 | Time: 2001.83 ms [2022-03-13 17:24:06 main:574] : INFO : Epoch 1696 | loss: 0.0311638 | val_loss: 0.031178 | Time: 1998.29 ms [2022-03-13 17:24:08 main:574] : INFO : Epoch 1697 | loss: 0.0311651 | val_loss: 0.0311799 | Time: 1959.24 ms [2022-03-13 17:24:10 main:574] : INFO : Epoch 1698 | loss: 0.0311651 | val_loss: 0.0311767 | Time: 1974.74 ms [2022-03-13 17:24:12 main:574] : INFO : Epoch 1699 | loss: 0.0311651 | val_loss: 0.0311792 | Time: 1950.72 ms [2022-03-13 17:24:14 main:574] : INFO : Epoch 1700 | loss: 0.0311654 | val_loss: 0.031176 | Time: 2033.94 ms [2022-03-13 17:24:16 main:574] : INFO : Epoch 1701 | loss: 0.0311682 | val_loss: 0.0311986 | Time: 1973.05 ms [2022-03-13 17:24:18 main:574] : INFO : Epoch 1702 | loss: 0.0311689 | val_loss: 0.0311854 | Time: 1993.03 ms [2022-03-13 17:24:20 main:574] : INFO : Epoch 1703 | loss: 0.0311667 | val_loss: 0.0311787 | Time: 1994.56 ms [2022-03-13 17:24:22 main:574] : INFO : Epoch 1704 | loss: 0.0311656 | val_loss: 0.0311829 | Time: 1992.08 ms [2022-03-13 17:24:24 main:574] : INFO : Epoch 1705 | loss: 0.0311674 | val_loss: 0.0311788 | Time: 1941.85 ms [2022-03-13 17:24:26 main:574] : INFO : Epoch 1706 | loss: 0.0311637 | val_loss: 0.0311801 | Time: 1994.87 ms [2022-03-13 17:24:28 main:574] : INFO : Epoch 1707 | loss: 0.0311646 | val_loss: 0.0311751 | Time: 2005.84 ms [2022-03-13 17:24:30 main:574] : INFO : Epoch 1708 | loss: 0.0311639 | val_loss: 0.0311785 | Time: 1954.29 ms [2022-03-13 17:24:32 main:574] : INFO : Epoch 1709 | loss: 0.0311671 | val_loss: 0.0311832 | Time: 2018.44 ms [2022-03-13 17:24:34 main:574] : INFO : Epoch 1710 | loss: 0.0311631 | val_loss: 0.0311788 | Time: 2019.36 ms [2022-03-13 17:24:36 main:574] : INFO : Epoch 1711 | loss: 0.0311676 | val_loss: 0.0311829 | Time: 2042.11 ms [2022-03-13 17:24:38 main:574] : INFO : Epoch 1712 | loss: 0.0311671 | val_loss: 0.0311807 | Time: 1999.42 ms [2022-03-13 17:24:40 main:574] : INFO : Epoch 1713 | loss: 0.0311633 | val_loss: 0.0311819 | Time: 1986 ms [2022-03-13 17:24:42 main:574] : INFO : Epoch 1714 | loss: 0.0311671 | val_loss: 0.0311915 | Time: 1935.91 ms [2022-03-13 17:24:44 main:574] : INFO : Epoch 1715 | loss: 0.0311702 | val_loss: 0.0311789 | Time: 1970.34 ms [2022-03-13 17:24:46 main:574] : INFO : Epoch 1716 | loss: 0.0311646 | val_loss: 0.0311789 | Time: 1957.18 ms [2022-03-13 17:24:48 main:574] : INFO : Epoch 1717 | loss: 0.0311603 | val_loss: 0.0311792 | Time: 2013.15 ms [2022-03-13 17:24:50 main:574] : INFO : Epoch 1718 | loss: 0.0311602 | val_loss: 0.0311801 | Time: 2004.63 ms [2022-03-13 17:24:52 main:574] : INFO : Epoch 1719 | loss: 0.031161 | val_loss: 0.0311809 | Time: 1951.25 ms [2022-03-13 17:24:54 main:574] : INFO : Epoch 1720 | loss: 0.0311686 | val_loss: 0.0311795 | Time: 1946.21 ms [2022-03-13 17:24:56 main:574] : INFO : Epoch 1721 | loss: 0.0311638 | val_loss: 0.0311811 | Time: 2019.61 ms [2022-03-13 17:24:58 main:574] : INFO : Epoch 1722 | loss: 0.0311627 | val_loss: 0.0311807 | Time: 1973.77 ms [2022-03-13 17:25:00 main:574] : INFO : Epoch 1723 | loss: 0.031162 | val_loss: 0.0311847 | Time: 1977.54 ms [2022-03-13 17:25:02 main:574] : INFO : Epoch 1724 | loss: 0.0311639 | val_loss: 0.0311821 | Time: 1925.02 ms [2022-03-13 17:25:04 main:574] : INFO : Epoch 1725 | loss: 0.0311639 | val_loss: 0.0311758 | Time: 1949.35 ms [2022-03-13 17:25:06 main:574] : INFO : Epoch 1726 | loss: 0.0311605 | val_loss: 0.0311792 | Time: 1935.7 ms [2022-03-13 17:25:08 main:574] : INFO : Epoch 1727 | loss: 0.0311637 | val_loss: 0.0311799 | Time: 2025.77 ms [2022-03-13 17:25:10 main:574] : INFO : Epoch 1728 | loss: 0.0311639 | val_loss: 0.0311763 | Time: 1976.28 ms [2022-03-13 17:25:12 main:574] : INFO : Epoch 1729 | loss: 0.0311634 | val_loss: 0.0311785 | Time: 1991.66 ms [2022-03-13 17:25:14 main:574] : INFO : Epoch 1730 | loss: 0.0311641 | val_loss: 0.0311749 | Time: 1985.65 ms [2022-03-13 17:25:16 main:574] : INFO : Epoch 1731 | loss: 0.0311629 | val_loss: 0.031175 | Time: 2029.52 ms [2022-03-13 17:25:18 main:574] : INFO : Epoch 1732 | loss: 0.0311606 | val_loss: 0.0311746 | Time: 1992.22 ms [2022-03-13 17:25:20 main:574] : INFO : Epoch 1733 | loss: 0.0311592 | val_loss: 0.0311802 | Time: 1977.73 ms [2022-03-13 17:25:22 main:574] : INFO : Epoch 1734 | loss: 0.0311614 | val_loss: 0.0311753 | Time: 1947.02 ms [2022-03-13 17:25:24 main:574] : INFO : Epoch 1735 | loss: 0.0311618 | val_loss: 0.0311757 | Time: 1977.93 ms [2022-03-13 17:25:26 main:574] : INFO : Epoch 1736 | loss: 0.0311608 | val_loss: 0.0311835 | Time: 1986.47 ms [2022-03-13 17:25:28 main:574] : INFO : Epoch 1737 | loss: 0.0311625 | val_loss: 0.0311775 | Time: 2006.99 ms [2022-03-13 17:25:30 main:574] : INFO : Epoch 1738 | loss: 0.0311616 | val_loss: 0.0311766 | Time: 1963.72 ms [2022-03-13 17:25:32 main:574] : INFO : Epoch 1739 | loss: 0.0311652 | val_loss: 0.031185 | Time: 2016.16 ms [2022-03-13 17:25:34 main:574] : INFO : Epoch 1740 | loss: 0.0311652 | val_loss: 0.0311827 | Time: 1936.31 ms [2022-03-13 17:25:36 main:574] : INFO : Epoch 1741 | loss: 0.0311593 | val_loss: 0.0311795 | Time: 2017.84 ms [2022-03-13 17:25:38 main:574] : INFO : Epoch 1742 | loss: 0.0311594 | val_loss: 0.0311774 | Time: 1965.59 ms [2022-03-13 17:25:39 main:574] : INFO : Epoch 1743 | loss: 0.0311598 | val_loss: 0.0311757 | Time: 1965.98 ms [2022-03-13 17:25:41 main:574] : INFO : Epoch 1744 | loss: 0.0311586 | val_loss: 0.031188 | Time: 1991.1 ms [2022-03-13 17:25:43 main:574] : INFO : Epoch 1745 | loss: 0.0311594 | val_loss: 0.031174 | Time: 1934.43 ms [2022-03-13 17:25:45 main:574] : INFO : Epoch 1746 | loss: 0.0311607 | val_loss: 0.0311838 | Time: 1906.24 ms [2022-03-13 17:25:47 main:574] : INFO : Epoch 1747 | loss: 0.0311634 | val_loss: 0.0311773 | Time: 1971.39 ms [2022-03-13 17:25:49 main:574] : INFO : Epoch 1748 | loss: 0.0311577 | val_loss: 0.0311767 | Time: 1981.55 ms [2022-03-13 17:25:51 main:574] : INFO : Epoch 1749 | loss: 0.031158 | val_loss: 0.0311823 | Time: 1990.56 ms [2022-03-13 17:25:53 main:574] : INFO : Epoch 1750 | loss: 0.0311587 | val_loss: 0.0311784 | Time: 1990.48 ms [2022-03-13 17:25:55 main:574] : INFO : Epoch 1751 | loss: 0.0311633 | val_loss: 0.031184 | Time: 1987.86 ms [2022-03-13 17:25:57 main:574] : INFO : Epoch 1752 | loss: 0.0311659 | val_loss: 0.0311832 | Time: 1993.25 ms [2022-03-13 17:25:59 main:574] : INFO : Epoch 1753 | loss: 0.0311655 | val_loss: 0.0311771 | Time: 2027 ms [2022-03-13 17:26:01 main:574] : INFO : Epoch 1754 | loss: 0.0311642 | val_loss: 0.0311811 | Time: 2003.61 ms [2022-03-13 17:26:03 main:574] : INFO : Epoch 1755 | loss: 0.0311623 | val_loss: 0.031183 | Time: 2029.74 ms [2022-03-13 17:26:05 main:574] : INFO : Epoch 1756 | loss: 0.0311607 | val_loss: 0.0311766 | Time: 1944.15 ms [2022-03-13 17:26:07 main:574] : INFO : Epoch 1757 | loss: 0.0311595 | val_loss: 0.0311772 | Time: 2063.46 ms [2022-03-13 17:26:09 main:574] : INFO : Epoch 1758 | loss: 0.0311598 | val_loss: 0.0311765 | Time: 1941.31 ms [2022-03-13 17:26:11 main:574] : INFO : Epoch 1759 | loss: 0.0311589 | val_loss: 0.0311765 | Time: 2008.72 ms [2022-03-13 17:26:13 main:574] : INFO : Epoch 1760 | loss: 0.0311583 | val_loss: 0.0311762 | Time: 1974.23 ms [2022-03-13 17:26:15 main:574] : INFO : Epoch 1761 | loss: 0.0311585 | val_loss: 0.0311786 | Time: 2026.19 ms [2022-03-13 17:26:17 main:574] : INFO : Epoch 1762 | loss: 0.0311597 | val_loss: 0.031186 | Time: 1968.63 ms [2022-03-13 17:26:19 main:574] : INFO : Epoch 1763 | loss: 0.0311603 | val_loss: 0.031183 | Time: 2000.97 ms [2022-03-13 17:26:21 main:574] : INFO : Epoch 1764 | loss: 0.0311579 | val_loss: 0.0311798 | Time: 1943.38 ms [2022-03-13 17:26:23 main:574] : INFO : Epoch 1765 | loss: 0.0311601 | val_loss: 0.0311794 | Time: 1996.23 ms [2022-03-13 17:26:25 main:574] : INFO : Epoch 1766 | loss: 0.0311651 | val_loss: 0.0311831 | Time: 1945.17 ms [2022-03-13 17:26:27 main:574] : INFO : Epoch 1767 | loss: 0.0311637 | val_loss: 0.0311792 | Time: 2030.86 ms [2022-03-13 17:26:29 main:574] : INFO : Epoch 1768 | loss: 0.0311589 | val_loss: 0.0311812 | Time: 2031.99 ms [2022-03-13 17:26:31 main:574] : INFO : Epoch 1769 | loss: 0.031158 | val_loss: 0.0311797 | Time: 2003.97 ms [2022-03-13 17:26:33 main:574] : INFO : Epoch 1770 | loss: 0.0311544 | val_loss: 0.0311779 | Time: 1992.09 ms [2022-03-13 17:26:35 main:574] : INFO : Epoch 1771 | loss: 0.0311645 | val_loss: 0.031178 | Time: 1935.64 ms [2022-03-13 17:26:37 main:574] : INFO : Epoch 1772 | loss: 0.0311609 | val_loss: 0.0311795 | Time: 1967.11 ms [2022-03-13 17:26:39 main:574] : INFO : Epoch 1773 | loss: 0.0311642 | val_loss: 0.0311875 | Time: 1988.53 ms [2022-03-13 17:26:41 main:574] : INFO : Epoch 1774 | loss: 0.0311604 | val_loss: 0.031185 | Time: 2038.52 ms [2022-03-13 17:26:43 main:574] : INFO : Epoch 1775 | loss: 0.031157 | val_loss: 0.0311855 | Time: 1963.92 ms [2022-03-13 17:26:45 main:574] : INFO : Epoch 1776 | loss: 0.0311586 | val_loss: 0.0311832 | Time: 1995.8 ms [2022-03-13 17:26:47 main:574] : INFO : Epoch 1777 | loss: 0.0311585 | val_loss: 0.0311816 | Time: 1943.18 ms [2022-03-13 17:26:49 main:574] : INFO : Epoch 1778 | loss: 0.0311613 | val_loss: 0.0311754 | Time: 2048.59 ms [2022-03-13 17:26:51 main:574] : INFO : Epoch 1779 | loss: 0.0311588 | val_loss: 0.0311796 | Time: 1976.94 ms [2022-03-13 17:26:53 main:574] : INFO : Epoch 1780 | loss: 0.0311615 | val_loss: 0.0311889 | Time: 2007.22 ms [2022-03-13 17:26:55 main:574] : INFO : Epoch 1781 | loss: 0.0311626 | val_loss: 0.0311731 | Time: 1930.32 ms [2022-03-13 17:26:57 main:574] : INFO : Epoch 1782 | loss: 0.0311584 | val_loss: 0.0311827 | Time: 1999.08 ms [2022-03-13 17:26:59 main:574] : INFO : Epoch 1783 | loss: 0.0311573 | val_loss: 0.0311711 | Time: 2024.2 ms [2022-03-13 17:27:01 main:574] : INFO : Epoch 1784 | loss: 0.0311546 | val_loss: 0.0311767 | Time: 2003.34 ms [2022-03-13 17:27:03 main:574] : INFO : Epoch 1785 | loss: 0.0311591 | val_loss: 0.0311846 | Time: 2032.55 ms [2022-03-13 17:27:05 main:574] : INFO : Epoch 1786 | loss: 0.0311689 | val_loss: 0.0311847 | Time: 1941.92 ms [2022-03-13 17:27:07 main:574] : INFO : Epoch 1787 | loss: 0.0311646 | val_loss: 0.0311814 | Time: 1948.09 ms [2022-03-13 17:27:09 main:574] : INFO : Epoch 1788 | loss: 0.0311605 | val_loss: 0.031178 | Time: 1968.99 ms [2022-03-13 17:27:11 main:574] : INFO : Epoch 1789 | loss: 0.031158 | val_loss: 0.0311778 | Time: 1958.95 ms [2022-03-13 17:27:13 main:574] : INFO : Epoch 1790 | loss: 0.0311558 | val_loss: 0.0311759 | Time: 1942.72 ms [2022-03-13 17:27:15 main:574] : INFO : Epoch 1791 | loss: 0.0311561 | val_loss: 0.0311764 | Time: 1961.52 ms [2022-03-13 17:27:17 main:574] : INFO : Epoch 1792 | loss: 0.0311619 | val_loss: 0.0311733 | Time: 2029.87 ms [2022-03-13 17:27:19 main:574] : INFO : Epoch 1793 | loss: 0.0311587 | val_loss: 0.0311761 | Time: 2002.42 ms [2022-03-13 17:27:21 main:574] : INFO : Epoch 1794 | loss: 0.0311654 | val_loss: 0.0311828 | Time: 2022.84 ms [2022-03-13 17:27:23 main:574] : INFO : Epoch 1795 | loss: 0.031161 | val_loss: 0.0311757 | Time: 1947.16 ms [2022-03-13 17:27:25 main:574] : INFO : Epoch 1796 | loss: 0.0311587 | val_loss: 0.0311763 | Time: 1970.74 ms [2022-03-13 17:27:27 main:574] : INFO : Epoch 1797 | loss: 0.0311557 | val_loss: 0.0311782 | Time: 2023.47 ms [2022-03-13 17:27:29 main:574] : INFO : Epoch 1798 | loss: 0.0311607 | val_loss: 0.0311746 | Time: 2011.6 ms [2022-03-13 17:27:31 main:574] : INFO : Epoch 1799 | loss: 0.0311578 | val_loss: 0.0311758 | Time: 1977.77 ms [2022-03-13 17:27:33 main:574] : INFO : Epoch 1800 | loss: 0.0311559 | val_loss: 0.031178 | Time: 1944.47 ms [2022-03-13 17:27:35 main:574] : INFO : Epoch 1801 | loss: 0.0311555 | val_loss: 0.0311743 | Time: 2028.13 ms [2022-03-13 17:27:37 main:574] : INFO : Epoch 1802 | loss: 0.0311568 | val_loss: 0.0311759 | Time: 1981.87 ms [2022-03-13 17:27:39 main:574] : INFO : Epoch 1803 | loss: 0.0311557 | val_loss: 0.0311834 | Time: 1933.09 ms [2022-03-13 17:27:41 main:574] : INFO : Epoch 1804 | loss: 0.0311557 | val_loss: 0.0311781 | Time: 1995.42 ms [2022-03-13 17:27:43 main:574] : INFO : Epoch 1805 | loss: 0.0311557 | val_loss: 0.0311762 | Time: 1976.89 ms [2022-03-13 17:27:45 main:574] : INFO : Epoch 1806 | loss: 0.0311543 | val_loss: 0.0311811 | Time: 1988.26 ms [2022-03-13 17:27:47 main:574] : INFO : Epoch 1807 | loss: 0.0311563 | val_loss: 0.0311737 | Time: 1986.93 ms [2022-03-13 17:27:49 main:574] : INFO : Epoch 1808 | loss: 0.0311552 | val_loss: 0.0311809 | Time: 2015 ms [2022-03-13 17:27:51 main:574] : INFO : Epoch 1809 | loss: 0.0311538 | val_loss: 0.0311782 | Time: 1946.68 ms [2022-03-13 17:27:53 main:574] : INFO : Epoch 1810 | loss: 0.031155 | val_loss: 0.0311728 | Time: 1864.81 ms [2022-03-13 17:27:55 main:574] : INFO : Epoch 1811 | loss: 0.0311596 | val_loss: 0.0311903 | Time: 1815.36 ms [2022-03-13 17:27:57 main:574] : INFO : Epoch 1812 | loss: 0.0311573 | val_loss: 0.0311743 | Time: 1885.83 ms [2022-03-13 17:27:59 main:574] : INFO : Epoch 1813 | loss: 0.0311543 | val_loss: 0.0311785 | Time: 1878 ms [2022-03-13 17:28:01 main:574] : INFO : Epoch 1814 | loss: 0.0311563 | val_loss: 0.0311786 | Time: 1994.95 ms [2022-03-13 17:28:03 main:574] : INFO : Epoch 1815 | loss: 0.0311514 | val_loss: 0.0311747 | Time: 2101.56 ms [2022-03-13 17:28:05 main:574] : INFO : Epoch 1816 | loss: 0.0311551 | val_loss: 0.0311823 | Time: 2027.76 ms [2022-03-13 17:28:07 main:574] : INFO : Epoch 1817 | loss: 0.0311593 | val_loss: 0.0311787 | Time: 2001.33 ms [2022-03-13 17:28:09 main:574] : INFO : Epoch 1818 | loss: 0.031155 | val_loss: 0.0311749 | Time: 1987.74 ms [2022-03-13 17:28:11 main:574] : INFO : Epoch 1819 | loss: 0.0311525 | val_loss: 0.0311777 | Time: 1993.69 ms [2022-03-13 17:28:13 main:574] : INFO : Epoch 1820 | loss: 0.0311507 | val_loss: 0.0311756 | Time: 2006.1 ms [2022-03-13 17:28:15 main:574] : INFO : Epoch 1821 | loss: 0.0311514 | val_loss: 0.0311762 | Time: 1979.35 ms [2022-03-13 17:28:17 main:574] : INFO : Epoch 1822 | loss: 0.0311513 | val_loss: 0.0311793 | Time: 1970.36 ms [2022-03-13 17:28:19 main:574] : INFO : Epoch 1823 | loss: 0.0311503 | val_loss: 0.0311759 | Time: 2057.19 ms [2022-03-13 17:28:21 main:574] : INFO : Epoch 1824 | loss: 0.031155 | val_loss: 0.0311769 | Time: 2006.86 ms [2022-03-13 17:28:23 main:574] : INFO : Epoch 1825 | loss: 0.0311519 | val_loss: 0.0311752 | Time: 2016.06 ms [2022-03-13 17:28:25 main:574] : INFO : Epoch 1826 | loss: 0.031153 | val_loss: 0.0311741 | Time: 1977.12 ms [2022-03-13 17:28:27 main:574] : INFO : Epoch 1827 | loss: 0.0311541 | val_loss: 0.0311792 | Time: 1979.48 ms [2022-03-13 17:28:29 main:574] : INFO : Epoch 1828 | loss: 0.0311526 | val_loss: 0.0311776 | Time: 1973.8 ms [2022-03-13 17:28:31 main:574] : INFO : Epoch 1829 | loss: 0.0311576 | val_loss: 0.0311833 | Time: 2018.24 ms [2022-03-13 17:28:33 main:574] : INFO : Epoch 1830 | loss: 0.0311564 | val_loss: 0.0311811 | Time: 2017.65 ms [2022-03-13 17:28:35 main:574] : INFO : Epoch 1831 | loss: 0.0311517 | val_loss: 0.0311801 | Time: 1977.47 ms [2022-03-13 17:28:37 main:574] : INFO : Epoch 1832 | loss: 0.0311556 | val_loss: 0.0311911 | Time: 1991.87 ms [2022-03-13 17:28:39 main:574] : INFO : Epoch 1833 | loss: 0.031153 | val_loss: 0.0311818 | Time: 2008.35 ms [2022-03-13 17:28:41 main:574] : INFO : Epoch 1834 | loss: 0.0311533 | val_loss: 0.0311787 | Time: 1970.79 ms [2022-03-13 17:28:43 main:574] : INFO : Epoch 1835 | loss: 0.0311508 | val_loss: 0.0311839 | Time: 2048.39 ms [2022-03-13 17:28:45 main:574] : INFO : Epoch 1836 | loss: 0.0311524 | val_loss: 0.031181 | Time: 1948.74 ms [2022-03-13 17:28:47 main:574] : INFO : Epoch 1837 | loss: 0.0311512 | val_loss: 0.0311786 | Time: 2023.01 ms [2022-03-13 17:28:49 main:574] : INFO : Epoch 1838 | loss: 0.0311527 | val_loss: 0.0311803 | Time: 1987.12 ms [2022-03-13 17:28:51 main:574] : INFO : Epoch 1839 | loss: 0.0311533 | val_loss: 0.0311825 | Time: 1979.36 ms [2022-03-13 17:28:53 main:574] : INFO : Epoch 1840 | loss: 0.0311498 | val_loss: 0.0311782 | Time: 2006.42 ms [2022-03-13 17:28:55 main:574] : INFO : Epoch 1841 | loss: 0.0311505 | val_loss: 0.0311866 | Time: 2083.46 ms [2022-03-13 17:28:57 main:574] : INFO : Epoch 1842 | loss: 0.0311573 | val_loss: 0.0311803 | Time: 2037.61 ms [2022-03-13 17:28:59 main:574] : INFO : Epoch 1843 | loss: 0.0311525 | val_loss: 0.0311856 | Time: 2001.33 ms [2022-03-13 17:29:01 main:574] : INFO : Epoch 1844 | loss: 0.0311561 | val_loss: 0.0311757 | Time: 1969.02 ms [2022-03-13 17:29:03 main:574] : INFO : Epoch 1845 | loss: 0.0311556 | val_loss: 0.0311782 | Time: 2076.78 ms [2022-03-13 17:29:05 main:574] : INFO : Epoch 1846 | loss: 0.0311725 | val_loss: 0.0311797 | Time: 1988.68 ms [2022-03-13 17:29:07 main:574] : INFO : Epoch 1847 | loss: 0.0311693 | val_loss: 0.0311805 | Time: 2001.48 ms [2022-03-13 17:29:09 main:574] : INFO : Epoch 1848 | loss: 0.0311664 | val_loss: 0.0311796 | Time: 2002.53 ms [2022-03-13 17:29:11 main:574] : INFO : Epoch 1849 | loss: 0.0311674 | val_loss: 0.0311858 | Time: 2001.54 ms [2022-03-13 17:29:13 main:574] : INFO : Epoch 1850 | loss: 0.0311647 | val_loss: 0.0311834 | Time: 1956.32 ms [2022-03-13 17:29:15 main:574] : INFO : Epoch 1851 | loss: 0.0311616 | val_loss: 0.0311726 | Time: 1998.56 ms [2022-03-13 17:29:17 main:574] : INFO : Epoch 1852 | loss: 0.0311604 | val_loss: 0.0311774 | Time: 1978.94 ms [2022-03-13 17:29:19 main:574] : INFO : Epoch 1853 | loss: 0.0311578 | val_loss: 0.0311769 | Time: 1930.26 ms [2022-03-13 17:29:21 main:574] : INFO : Epoch 1854 | loss: 0.0311601 | val_loss: 0.0311756 | Time: 2016.39 ms [2022-03-13 17:29:23 main:574] : INFO : Epoch 1855 | loss: 0.0311614 | val_loss: 0.0311886 | Time: 2027.03 ms [2022-03-13 17:29:25 main:574] : INFO : Epoch 1856 | loss: 0.031159 | val_loss: 0.0311772 | Time: 1989.52 ms [2022-03-13 17:29:27 main:574] : INFO : Epoch 1857 | loss: 0.0311554 | val_loss: 0.0311742 | Time: 1996.65 ms [2022-03-13 17:29:29 main:574] : INFO : Epoch 1858 | loss: 0.0311624 | val_loss: 0.0311753 | Time: 2048.57 ms [2022-03-13 17:29:31 main:574] : INFO : Epoch 1859 | loss: 0.03117 | val_loss: 0.0311752 | Time: 1951.87 ms [2022-03-13 17:29:33 main:574] : INFO : Epoch 1860 | loss: 0.0311669 | val_loss: 0.0311765 | Time: 1992.25 ms [2022-03-13 17:29:35 main:574] : INFO : Epoch 1861 | loss: 0.0311647 | val_loss: 0.0311749 | Time: 1976.06 ms [2022-03-13 17:29:37 main:574] : INFO : Epoch 1862 | loss: 0.031162 | val_loss: 0.0311752 | Time: 2042.31 ms [2022-03-13 17:29:39 main:574] : INFO : Epoch 1863 | loss: 0.031161 | val_loss: 0.0311797 | Time: 2061 ms [2022-03-13 17:29:41 main:574] : INFO : Epoch 1864 | loss: 0.0311598 | val_loss: 0.0311748 | Time: 1979.25 ms [2022-03-13 17:29:43 main:574] : INFO : Epoch 1865 | loss: 0.0311607 | val_loss: 0.031175 | Time: 1983.75 ms [2022-03-13 17:29:45 main:574] : INFO : Epoch 1866 | loss: 0.0311596 | val_loss: 0.0311744 | Time: 1916.04 ms [2022-03-13 17:29:47 main:574] : INFO : Epoch 1867 | loss: 0.0311592 | val_loss: 0.0311798 | Time: 1996.22 ms [2022-03-13 17:29:49 main:574] : INFO : Epoch 1868 | loss: 0.0311608 | val_loss: 0.0311831 | Time: 2019.68 ms [2022-03-13 17:29:51 main:574] : INFO : Epoch 1869 | loss: 0.0311598 | val_loss: 0.0311735 | Time: 2120.98 ms [2022-03-13 17:29:53 main:574] : INFO : Epoch 1870 | loss: 0.0311581 | val_loss: 0.0311742 | Time: 2067.38 ms [2022-03-13 17:29:55 main:574] : INFO : Epoch 1871 | loss: 0.0311587 | val_loss: 0.0311737 | Time: 2013.97 ms [2022-03-13 17:29:57 main:574] : INFO : Epoch 1872 | loss: 0.0311597 | val_loss: 0.0311791 | Time: 1932.76 ms [2022-03-13 17:29:59 main:574] : INFO : Epoch 1873 | loss: 0.0311582 | val_loss: 0.0311746 | Time: 1998.5 ms [2022-03-13 17:30:01 main:574] : INFO : Epoch 1874 | loss: 0.0311568 | val_loss: 0.0311726 | Time: 1988.47 ms [2022-03-13 17:30:03 main:574] : INFO : Epoch 1875 | loss: 0.0311557 | val_loss: 0.0311755 | Time: 2005.6 ms [2022-03-13 17:30:05 main:574] : INFO : Epoch 1876 | loss: 0.031156 | val_loss: 0.0311842 | Time: 2015.04 ms [2022-03-13 17:30:07 main:574] : INFO : Epoch 1877 | loss: 0.0311565 | val_loss: 0.0311726 | Time: 2033.13 ms [2022-03-13 17:30:09 main:574] : INFO : Epoch 1878 | loss: 0.0311541 | val_loss: 0.0311795 | Time: 1991.21 ms [2022-03-13 17:30:11 main:574] : INFO : Epoch 1879 | loss: 0.0311556 | val_loss: 0.0311761 | Time: 1962.4 ms [2022-03-13 17:30:13 main:574] : INFO : Epoch 1880 | loss: 0.0311533 | val_loss: 0.0311784 | Time: 1977.58 ms [2022-03-13 17:30:15 main:574] : INFO : Epoch 1881 | loss: 0.0311587 | val_loss: 0.031176 | Time: 2016.06 ms [2022-03-13 17:30:17 main:574] : INFO : Epoch 1882 | loss: 0.0311568 | val_loss: 0.0311765 | Time: 1917.26 ms [2022-03-13 17:30:19 main:574] : INFO : Epoch 1883 | loss: 0.0311706 | val_loss: 0.031188 | Time: 2010.48 ms [2022-03-13 17:30:21 main:574] : INFO : Epoch 1884 | loss: 0.0311826 | val_loss: 0.031183 | Time: 1941.75 ms [2022-03-13 17:30:23 main:574] : INFO : Epoch 1885 | loss: 0.0311791 | val_loss: 0.0311828 | Time: 2041.71 ms [2022-03-13 17:30:25 main:574] : INFO : Epoch 1886 | loss: 0.0311806 | val_loss: 0.0311799 | Time: 1958.17 ms [2022-03-13 17:30:27 main:574] : INFO : Epoch 1887 | loss: 0.0311816 | val_loss: 0.03118 | Time: 2045.83 ms [2022-03-13 17:30:29 main:574] : INFO : Epoch 1888 | loss: 0.0311914 | val_loss: 0.0312082 | Time: 1946.98 ms [2022-03-13 17:30:31 main:574] : INFO : Epoch 1889 | loss: 0.0312035 | val_loss: 0.0311995 | Time: 1988.4 ms [2022-03-13 17:30:33 main:574] : INFO : Epoch 1890 | loss: 0.0311984 | val_loss: 0.0311959 | Time: 2021.14 ms [2022-03-13 17:30:35 main:574] : INFO : Epoch 1891 | loss: 0.0311942 | val_loss: 0.0311944 | Time: 1981.09 ms [2022-03-13 17:30:37 main:574] : INFO : Epoch 1892 | loss: 0.0311929 | val_loss: 0.0311955 | Time: 2006.16 ms [2022-03-13 17:30:39 main:574] : INFO : Epoch 1893 | loss: 0.0311912 | val_loss: 0.0311913 | Time: 1929.14 ms [2022-03-13 17:30:41 main:574] : INFO : Epoch 1894 | loss: 0.0311879 | val_loss: 0.0311934 | Time: 1945.21 ms [2022-03-13 17:30:43 main:574] : INFO : Epoch 1895 | loss: 0.0311873 | val_loss: 0.0311896 | Time: 1963.29 ms [2022-03-13 17:30:45 main:574] : INFO : Epoch 1896 | loss: 0.0311865 | val_loss: 0.0311899 | Time: 1988.14 ms [2022-03-13 17:30:47 main:574] : INFO : Epoch 1897 | loss: 0.0311858 | val_loss: 0.0311881 | Time: 2021.02 ms [2022-03-13 17:30:49 main:574] : INFO : Epoch 1898 | loss: 0.0311849 | val_loss: 0.0311919 | Time: 1947.14 ms [2022-03-13 17:30:51 main:574] : INFO : Epoch 1899 | loss: 0.0311889 | val_loss: 0.0311919 | Time: 1951.86 ms [2022-03-13 17:30:53 main:574] : INFO : Epoch 1900 | loss: 0.0311848 | val_loss: 0.0311866 | Time: 1951.07 ms [2022-03-13 17:30:55 main:574] : INFO : Epoch 1901 | loss: 0.0311844 | val_loss: 0.0311938 | Time: 2024.94 ms [2022-03-13 17:30:57 main:574] : INFO : Epoch 1902 | loss: 0.0311848 | val_loss: 0.0311885 | Time: 2006.8 ms [2022-03-13 17:30:59 main:574] : INFO : Epoch 1903 | loss: 0.0311821 | val_loss: 0.031186 | Time: 2050.54 ms [2022-03-13 17:31:01 main:574] : INFO : Epoch 1904 | loss: 0.0311816 | val_loss: 0.0311859 | Time: 1995.04 ms [2022-03-13 17:31:03 main:574] : INFO : Epoch 1905 | loss: 0.0311807 | val_loss: 0.0311857 | Time: 2012.74 ms [2022-03-13 17:31:05 main:574] : INFO : Epoch 1906 | loss: 0.0311814 | val_loss: 0.0311862 | Time: 1901.65 ms [2022-03-13 17:31:07 main:574] : INFO : Epoch 1907 | loss: 0.0311805 | val_loss: 0.0311865 | Time: 1968.14 ms [2022-03-13 17:31:09 main:574] : INFO : Epoch 1908 | loss: 0.0311806 | val_loss: 0.0311897 | Time: 2019.87 ms [2022-03-13 17:31:11 main:574] : INFO : Epoch 1909 | loss: 0.0311794 | val_loss: 0.0311859 | Time: 1957.56 ms [2022-03-13 17:31:13 main:574] : INFO : Epoch 1910 | loss: 0.0311829 | val_loss: 0.0311882 | Time: 1989.5 ms [2022-03-13 17:31:15 main:574] : INFO : Epoch 1911 | loss: 0.0311825 | val_loss: 0.031185 | Time: 1960.64 ms [2022-03-13 17:31:17 main:574] : INFO : Epoch 1912 | loss: 0.0311792 | val_loss: 0.0311864 | Time: 2004.75 ms [2022-03-13 17:31:19 main:574] : INFO : Epoch 1913 | loss: 0.0311797 | val_loss: 0.031187 | Time: 1969.06 ms [2022-03-13 17:31:21 main:574] : INFO : Epoch 1914 | loss: 0.0311799 | val_loss: 0.0311877 | Time: 2062.33 ms [2022-03-13 17:31:23 main:574] : INFO : Epoch 1915 | loss: 0.0311791 | val_loss: 0.0311855 | Time: 1920.9 ms [2022-03-13 17:31:25 main:574] : INFO : Epoch 1916 | loss: 0.0311774 | val_loss: 0.0311854 | Time: 2039.75 ms [2022-03-13 17:31:27 main:574] : INFO : Epoch 1917 | loss: 0.0311835 | val_loss: 0.0311903 | Time: 1980.78 ms [2022-03-13 17:31:29 main:574] : INFO : Epoch 1918 | loss: 0.0314938 | val_loss: 0.0353493 | Time: 2030.73 ms [2022-03-13 17:31:31 main:574] : INFO : Epoch 1919 | loss: 0.0399834 | val_loss: 0.0482837 | Time: 1968.07 ms [2022-03-13 17:31:33 main:574] : INFO : Epoch 1920 | loss: 0.0352193 | val_loss: 0.0322214 | Time: 2016.89 ms [2022-03-13 17:31:35 main:574] : INFO : Epoch 1921 | loss: 0.031575 | val_loss: 0.0314088 | Time: 1991.18 ms [2022-03-13 17:31:37 main:574] : INFO : Epoch 1922 | loss: 0.031303 | val_loss: 0.0312722 | Time: 2029.15 ms [2022-03-13 17:31:39 main:574] : INFO : Epoch 1923 | loss: 0.0312619 | val_loss: 0.0312526 | Time: 2054.35 ms [2022-03-13 17:31:41 main:574] : INFO : Epoch 1924 | loss: 0.0312536 | val_loss: 0.0312533 | Time: 1955.41 ms [2022-03-13 17:31:43 main:574] : INFO : Epoch 1925 | loss: 0.0312517 | val_loss: 0.0312525 | Time: 2023.47 ms [2022-03-13 17:31:45 main:574] : INFO : Epoch 1926 | loss: 0.0312517 | val_loss: 0.0312512 | Time: 2053.83 ms [2022-03-13 17:31:47 main:574] : INFO : Epoch 1927 | loss: 0.0312512 | val_loss: 0.0312509 | Time: 1998.85 ms [2022-03-13 17:31:49 main:574] : INFO : Epoch 1928 | loss: 0.0312512 | val_loss: 0.0312508 | Time: 1996.43 ms [2022-03-13 17:31:51 main:574] : INFO : Epoch 1929 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 1991.66 ms [2022-03-13 17:31:53 main:574] : INFO : Epoch 1930 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1978.64 ms [2022-03-13 17:31:55 main:574] : INFO : Epoch 1931 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1948.32 ms [2022-03-13 17:31:57 main:574] : INFO : Epoch 1932 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2003.38 ms [2022-03-13 17:31:59 main:574] : INFO : Epoch 1933 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 1979.54 ms [2022-03-13 17:32:01 main:574] : INFO : Epoch 1934 | loss: 0.0312487 | val_loss: 0.031248 | Time: 2033.48 ms [2022-03-13 17:32:03 main:574] : INFO : Epoch 1935 | loss: 0.0312474 | val_loss: 0.0312464 | Time: 1974.23 ms [2022-03-13 17:32:05 main:574] : INFO : Epoch 1936 | loss: 0.0312455 | val_loss: 0.031244 | Time: 1976.75 ms [2022-03-13 17:32:07 main:574] : INFO : Epoch 1937 | loss: 0.0312431 | val_loss: 0.0312413 | Time: 1975.64 ms [2022-03-13 17:32:09 main:574] : INFO : Epoch 1938 | loss: 0.0312393 | val_loss: 0.0312365 | Time: 1989.19 ms [2022-03-13 17:32:11 main:574] : INFO : Epoch 1939 | loss: 0.0312352 | val_loss: 0.0312329 | Time: 1983.92 ms [2022-03-13 17:32:13 main:574] : INFO : Epoch 1940 | loss: 0.0312324 | val_loss: 0.0312311 | Time: 1964.04 ms [2022-03-13 17:32:15 main:574] : INFO : Epoch 1941 | loss: 0.0312284 | val_loss: 0.0312247 | Time: 1963.17 ms [2022-03-13 17:32:17 main:574] : INFO : Epoch 1942 | loss: 0.0312255 | val_loss: 0.0312229 | Time: 1960.75 ms [2022-03-13 17:32:19 main:574] : INFO : Epoch 1943 | loss: 0.0312226 | val_loss: 0.0312194 | Time: 2025.05 ms [2022-03-13 17:32:21 main:574] : INFO : Epoch 1944 | loss: 0.0312186 | val_loss: 0.0312147 | Time: 2038.44 ms [2022-03-13 17:32:23 main:574] : INFO : Epoch 1945 | loss: 0.0312174 | val_loss: 0.0312135 | Time: 1960.28 ms [2022-03-13 17:32:25 main:574] : INFO : Epoch 1946 | loss: 0.0312138 | val_loss: 0.0312106 | Time: 2283.77 ms [2022-03-13 17:32:28 main:574] : INFO : Epoch 1947 | loss: 0.0312109 | val_loss: 0.0312078 | Time: 2325.12 ms [2022-03-13 17:32:30 main:574] : INFO : Epoch 1948 | loss: 0.031209 | val_loss: 0.0312052 | Time: 1989.4 ms [2022-03-13 17:32:32 main:574] : INFO : Epoch 1949 | loss: 0.0312059 | val_loss: 0.0312004 | Time: 1997.26 ms [2022-03-13 17:32:34 main:574] : INFO : Epoch 1950 | loss: 0.0312002 | val_loss: 0.0311966 | Time: 1991.37 ms [2022-03-13 17:32:36 main:574] : INFO : Epoch 1951 | loss: 0.0311979 | val_loss: 0.0311938 | Time: 1966.33 ms [2022-03-13 17:32:38 main:574] : INFO : Epoch 1952 | loss: 0.031195 | val_loss: 0.0311906 | Time: 2002.09 ms [2022-03-13 17:32:40 main:574] : INFO : Epoch 1953 | loss: 0.0311929 | val_loss: 0.0311929 | Time: 1960.31 ms [2022-03-13 17:32:42 main:574] : INFO : Epoch 1954 | loss: 0.0311902 | val_loss: 0.0311885 | Time: 1990.8 ms [2022-03-13 17:32:44 main:574] : INFO : Epoch 1955 | loss: 0.031194 | val_loss: 0.0311882 | Time: 2010.24 ms [2022-03-13 17:32:46 main:574] : INFO : Epoch 1956 | loss: 0.0311908 | val_loss: 0.0311878 | Time: 1923.03 ms [2022-03-13 17:32:48 main:574] : INFO : Epoch 1957 | loss: 0.0311933 | val_loss: 0.0311873 | Time: 1969.07 ms [2022-03-13 17:32:50 main:574] : INFO : Epoch 1958 | loss: 0.0311909 | val_loss: 0.0311885 | Time: 1941.39 ms [2022-03-13 17:32:52 main:574] : INFO : Epoch 1959 | loss: 0.0311867 | val_loss: 0.0311874 | Time: 1969.48 ms [2022-03-13 17:32:54 main:574] : INFO : Epoch 1960 | loss: 0.0311871 | val_loss: 0.0311873 | Time: 2020.06 ms [2022-03-13 17:32:56 main:574] : INFO : Epoch 1961 | loss: 0.0311869 | val_loss: 0.0311863 | Time: 1959.78 ms [2022-03-13 17:32:58 main:574] : INFO : Epoch 1962 | loss: 0.0311873 | val_loss: 0.0311962 | Time: 1984.9 ms [2022-03-13 17:33:00 main:574] : INFO : Epoch 1963 | loss: 0.0311865 | val_loss: 0.0311889 | Time: 1977.05 ms [2022-03-13 17:33:02 main:574] : INFO : Epoch 1964 | loss: 0.0311869 | val_loss: 0.0311925 | Time: 2010.96 ms [2022-03-13 17:33:04 main:574] : INFO : Epoch 1965 | loss: 0.0311877 | val_loss: 0.0311856 | Time: 1993.56 ms [2022-03-13 17:33:06 main:574] : INFO : Epoch 1966 | loss: 0.031184 | val_loss: 0.0311878 | Time: 1983.02 ms [2022-03-13 17:33:07 main:574] : INFO : Epoch 1967 | loss: 0.0311871 | val_loss: 0.0311862 | Time: 1967.63 ms [2022-03-13 17:33:10 main:574] : INFO : Epoch 1968 | loss: 0.0311909 | val_loss: 0.0311968 | Time: 2002.59 ms [2022-03-13 17:33:12 main:574] : INFO : Epoch 1969 | loss: 0.0311861 | val_loss: 0.031189 | Time: 2001.51 ms [2022-03-13 17:33:13 main:574] : INFO : Epoch 1970 | loss: 0.0311841 | val_loss: 0.031192 | Time: 1956.3 ms [2022-03-13 17:33:16 main:574] : INFO : Epoch 1971 | loss: 0.0311838 | val_loss: 0.0311866 | Time: 2088.09 ms [2022-03-13 17:33:18 main:574] : INFO : Epoch 1972 | loss: 0.0311836 | val_loss: 0.0311878 | Time: 1991.13 ms [2022-03-13 17:33:20 main:574] : INFO : Epoch 1973 | loss: 0.0311864 | val_loss: 0.0311931 | Time: 2028.36 ms [2022-03-13 17:33:22 main:574] : INFO : Epoch 1974 | loss: 0.0311841 | val_loss: 0.0311855 | Time: 1979.07 ms [2022-03-13 17:33:24 main:574] : INFO : Epoch 1975 | loss: 0.0311825 | val_loss: 0.0311853 | Time: 1959.15 ms [2022-03-13 17:33:25 main:574] : INFO : Epoch 1976 | loss: 0.0311819 | val_loss: 0.031189 | Time: 1918.32 ms [2022-03-13 17:33:27 main:574] : INFO : Epoch 1977 | loss: 0.0311823 | val_loss: 0.0311871 | Time: 1961.41 ms [2022-03-13 17:33:30 main:574] : INFO : Epoch 1978 | loss: 0.0311813 | val_loss: 0.0311847 | Time: 2068.98 ms [2022-03-13 17:33:32 main:574] : INFO : Epoch 1979 | loss: 0.0311844 | val_loss: 0.0311855 | Time: 1992.46 ms [2022-03-13 17:33:34 main:574] : INFO : Epoch 1980 | loss: 0.0311815 | val_loss: 0.031186 | Time: 2007.79 ms [2022-03-13 17:33:36 main:574] : INFO : Epoch 1981 | loss: 0.031182 | val_loss: 0.0311896 | Time: 1957.17 ms [2022-03-13 17:33:38 main:574] : INFO : Epoch 1982 | loss: 0.0311894 | val_loss: 0.0311921 | Time: 1982.99 ms [2022-03-13 17:33:40 main:574] : INFO : Epoch 1983 | loss: 0.0311865 | val_loss: 0.0311882 | Time: 2013.96 ms [2022-03-13 17:33:42 main:574] : INFO : Epoch 1984 | loss: 0.0311804 | val_loss: 0.0311859 | Time: 2066.1 ms [2022-03-13 17:33:44 main:574] : INFO : Epoch 1985 | loss: 0.0311829 | val_loss: 0.0311827 | Time: 1968.59 ms [2022-03-13 17:33:46 main:574] : INFO : Epoch 1986 | loss: 0.0311814 | val_loss: 0.0311873 | Time: 1929.86 ms [2022-03-13 17:33:48 main:574] : INFO : Epoch 1987 | loss: 0.0311796 | val_loss: 0.0311846 | Time: 1973.98 ms [2022-03-13 17:33:50 main:574] : INFO : Epoch 1988 | loss: 0.0311795 | val_loss: 0.0311856 | Time: 2008.34 ms [2022-03-13 17:33:52 main:574] : INFO : Epoch 1989 | loss: 0.0311838 | val_loss: 0.0311852 | Time: 1961.21 ms [2022-03-13 17:33:53 main:574] : INFO : Epoch 1990 | loss: 0.0311812 | val_loss: 0.0311841 | Time: 1945.36 ms [2022-03-13 17:33:56 main:574] : INFO : Epoch 1991 | loss: 0.0311808 | val_loss: 0.031186 | Time: 2083.05 ms [2022-03-13 17:33:58 main:574] : INFO : Epoch 1992 | loss: 0.0311817 | val_loss: 0.0311848 | Time: 1980.54 ms [2022-03-13 17:34:00 main:574] : INFO : Epoch 1993 | loss: 0.0311786 | val_loss: 0.0311856 | Time: 2005.9 ms [2022-03-13 17:34:02 main:574] : INFO : Epoch 1994 | loss: 0.0311837 | val_loss: 0.0311958 | Time: 1951.45 ms [2022-03-13 17:34:04 main:574] : INFO : Epoch 1995 | loss: 0.0311828 | val_loss: 0.0311845 | Time: 2056.19 ms [2022-03-13 17:34:06 main:574] : INFO : Epoch 1996 | loss: 0.0311797 | val_loss: 0.0311838 | Time: 2015.41 ms [2022-03-13 17:34:08 main:574] : INFO : Epoch 1997 | loss: 0.0311788 | val_loss: 0.0311907 | Time: 1990.55 ms [2022-03-13 17:34:10 main:574] : INFO : Epoch 1998 | loss: 0.0311795 | val_loss: 0.0311838 | Time: 1991.62 ms [2022-03-13 17:34:12 main:574] : INFO : Epoch 1999 | loss: 0.0311781 | val_loss: 0.031187 | Time: 1995.17 ms [2022-03-13 17:34:14 main:574] : INFO : Epoch 2000 | loss: 0.0311783 | val_loss: 0.0311879 | Time: 2028.18 ms [2022-03-13 17:34:16 main:574] : INFO : Epoch 2001 | loss: 0.0311807 | val_loss: 0.0311904 | Time: 1921.59 ms [2022-03-13 17:34:18 main:574] : INFO : Epoch 2002 | loss: 0.0311842 | val_loss: 0.0311834 | Time: 2014.66 ms [2022-03-13 17:34:20 main:574] : INFO : Epoch 2003 | loss: 0.0311803 | val_loss: 0.0311848 | Time: 2070.87 ms [2022-03-13 17:34:22 main:574] : INFO : Epoch 2004 | loss: 0.0311798 | val_loss: 0.0311839 | Time: 1982.25 ms [2022-03-13 17:34:24 main:574] : INFO : Epoch 2005 | loss: 0.0311809 | val_loss: 0.0311859 | Time: 1933.74 ms [2022-03-13 17:34:26 main:574] : INFO : Epoch 2006 | loss: 0.0311794 | val_loss: 0.0311842 | Time: 1987.89 ms [2022-03-13 17:34:28 main:574] : INFO : Epoch 2007 | loss: 0.0311792 | val_loss: 0.0311825 | Time: 1973.8 ms [2022-03-13 17:34:30 main:574] : INFO : Epoch 2008 | loss: 0.0311783 | val_loss: 0.0311935 | Time: 1963.2 ms [2022-03-13 17:34:32 main:574] : INFO : Epoch 2009 | loss: 0.0311834 | val_loss: 0.0311808 | Time: 2042.56 ms [2022-03-13 17:34:34 main:574] : INFO : Epoch 2010 | loss: 0.0311784 | val_loss: 0.0311887 | Time: 2002.3 ms [2022-03-13 17:34:36 main:574] : INFO : Epoch 2011 | loss: 0.0311776 | val_loss: 0.031183 | Time: 1956.32 ms [2022-03-13 17:34:38 main:574] : INFO : Epoch 2012 | loss: 0.0311827 | val_loss: 0.0311888 | Time: 1958.21 ms [2022-03-13 17:34:40 main:574] : INFO : Epoch 2013 | loss: 0.0311883 | val_loss: 0.0311813 | Time: 1984.49 ms [2022-03-13 17:34:42 main:574] : INFO : Epoch 2014 | loss: 0.0311826 | val_loss: 0.0311894 | Time: 1988.94 ms [2022-03-13 17:34:44 main:574] : INFO : Epoch 2015 | loss: 0.0311771 | val_loss: 0.031184 | Time: 1957.56 ms [2022-03-13 17:34:46 main:574] : INFO : Epoch 2016 | loss: 0.0311752 | val_loss: 0.0311812 | Time: 2014.86 ms [2022-03-13 17:34:48 main:574] : INFO : Epoch 2017 | loss: 0.0311784 | val_loss: 0.0311936 | Time: 1966.77 ms [2022-03-13 17:34:50 main:574] : INFO : Epoch 2018 | loss: 0.0311863 | val_loss: 0.0311851 | Time: 1987.76 ms [2022-03-13 17:34:52 main:574] : INFO : Epoch 2019 | loss: 0.0311853 | val_loss: 0.0311836 | Time: 2032.34 ms [2022-03-13 17:34:54 main:574] : INFO : Epoch 2020 | loss: 0.0311862 | val_loss: 0.0311805 | Time: 1992.67 ms [2022-03-13 17:34:56 main:574] : INFO : Epoch 2021 | loss: 0.0311793 | val_loss: 0.0311817 | Time: 2009.27 ms [2022-03-13 17:34:58 main:574] : INFO : Epoch 2022 | loss: 0.0311782 | val_loss: 0.0311799 | Time: 1984 ms [2022-03-13 17:35:00 main:574] : INFO : Epoch 2023 | loss: 0.0311791 | val_loss: 0.0311795 | Time: 1998.7 ms [2022-03-13 17:35:02 main:574] : INFO : Epoch 2024 | loss: 0.0311791 | val_loss: 0.0311822 | Time: 2042.83 ms [2022-03-13 17:35:04 main:574] : INFO : Epoch 2025 | loss: 0.0311781 | val_loss: 0.0311794 | Time: 2009.19 ms [2022-03-13 17:35:06 main:574] : INFO : Epoch 2026 | loss: 0.0311816 | val_loss: 0.0311835 | Time: 2007.7 ms [2022-03-13 17:35:08 main:574] : INFO : Epoch 2027 | loss: 0.0311777 | val_loss: 0.0311872 | Time: 2010.67 ms [2022-03-13 17:35:10 main:574] : INFO : Epoch 2028 | loss: 0.0311753 | val_loss: 0.031178 | Time: 2006.24 ms [2022-03-13 17:35:12 main:574] : INFO : Epoch 2029 | loss: 0.031174 | val_loss: 0.0311809 | Time: 2015.07 ms [2022-03-13 17:35:14 main:574] : INFO : Epoch 2030 | loss: 0.0311792 | val_loss: 0.0311877 | Time: 1986.97 ms [2022-03-13 17:35:16 main:574] : INFO : Epoch 2031 | loss: 0.0311774 | val_loss: 0.0311846 | Time: 2004.03 ms [2022-03-13 17:35:18 main:574] : INFO : Epoch 2032 | loss: 0.0311788 | val_loss: 0.0311983 | Time: 2020.64 ms [2022-03-13 17:35:20 main:574] : INFO : Epoch 2033 | loss: 0.0311832 | val_loss: 0.0311809 | Time: 2014.63 ms [2022-03-13 17:35:22 main:574] : INFO : Epoch 2034 | loss: 0.0311751 | val_loss: 0.0311783 | Time: 1979.87 ms [2022-03-13 17:35:24 main:574] : INFO : Epoch 2035 | loss: 0.0311729 | val_loss: 0.0311809 | Time: 1970.7 ms [2022-03-13 17:35:26 main:574] : INFO : Epoch 2036 | loss: 0.0311754 | val_loss: 0.0311774 | Time: 2001.55 ms [2022-03-13 17:35:28 main:574] : INFO : Epoch 2037 | loss: 0.0311733 | val_loss: 0.0311766 | Time: 2006.16 ms [2022-03-13 17:35:30 main:574] : INFO : Epoch 2038 | loss: 0.0311724 | val_loss: 0.0311768 | Time: 1982.27 ms [2022-03-13 17:35:32 main:574] : INFO : Epoch 2039 | loss: 0.0311731 | val_loss: 0.0311805 | Time: 1964.64 ms [2022-03-13 17:35:34 main:574] : INFO : Epoch 2040 | loss: 0.0311746 | val_loss: 0.0311811 | Time: 1955.97 ms [2022-03-13 17:35:36 main:574] : INFO : Epoch 2041 | loss: 0.0311777 | val_loss: 0.0311815 | Time: 1976.05 ms [2022-03-13 17:35:38 main:574] : INFO : Epoch 2042 | loss: 0.031179 | val_loss: 0.0311816 | Time: 2033.23 ms [2022-03-13 17:35:40 main:574] : INFO : Epoch 2043 | loss: 0.0311743 | val_loss: 0.03118 | Time: 2040.5 ms [2022-03-13 17:35:42 main:574] : INFO : Epoch 2044 | loss: 0.0311758 | val_loss: 0.0311837 | Time: 1987.55 ms [2022-03-13 17:35:44 main:574] : INFO : Epoch 2045 | loss: 0.0311731 | val_loss: 0.0311773 | Time: 1968.11 ms [2022-03-13 17:35:46 main:574] : INFO : Epoch 2046 | loss: 0.0311718 | val_loss: 0.0311776 | Time: 2006.86 ms [2022-03-13 17:35:48 main:574] : INFO : Epoch 2047 | loss: 0.0311734 | val_loss: 0.0311967 | Time: 2057.08 ms [2022-03-13 17:35:50 main:574] : INFO : Epoch 2048 | loss: 0.0311809 | val_loss: 0.0311951 | Time: 1931.78 ms [2022-03-13 17:35:50 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311951 [2022-03-13 17:35:50 main:603] : INFO : Saving end state to config to file [2022-03-13 17:35:50 main:608] : INFO : Success, exiting.. 17:35:50 (25316): 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)