Task 3545724
| Name | ParityModified-1608764617-32362-6_0 |
| Workunit | 1768316 |
| Created | 5 Jan 2021, 6:18:49 UTC |
| Sent | 6 Jan 2021, 15:00:29 UTC |
| Report deadline | 13 Jan 2021, 15:00:29 UTC |
| Received | 8 Jan 2021, 22:41:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5848 |
| Run time | 1 hours 22 min 43 sec |
| CPU time | 1 hours 20 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,239.73 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.7</core_client_version> <![CDATA[ <stderr_txt> Epoch 1542 | loss: 0.0311834 | val_loss: 0.0311883 | Time: 2005.99 ms [2021-01-08 23:24:02 main:574] : INFO : Epoch 1543 | loss: 0.0311816 | val_loss: 0.031188 | Time: 2029.31 ms [2021-01-08 23:24:04 main:574] : INFO : Epoch 1544 | loss: 0.0311824 | val_loss: 0.0311879 | Time: 2046.28 ms [2021-01-08 23:24:07 main:574] : INFO : Epoch 1545 | loss: 0.0311816 | val_loss: 0.0311859 | Time: 2074.57 ms [2021-01-08 23:24:09 main:574] : INFO : Epoch 1546 | loss: 0.0311815 | val_loss: 0.0311864 | Time: 2135.95 ms [2021-01-08 23:24:11 main:574] : INFO : Epoch 1547 | loss: 0.0311816 | val_loss: 0.0311887 | Time: 1970.33 ms [2021-01-08 23:24:13 main:574] : INFO : Epoch 1548 | loss: 0.0311813 | val_loss: 0.0311878 | Time: 2078.92 ms [2021-01-08 23:24:15 main:574] : INFO : Epoch 1549 | loss: 0.0311812 | val_loss: 0.0311872 | Time: 2116.35 ms [2021-01-08 23:24:17 main:574] : INFO : Epoch 1550 | loss: 0.0311817 | val_loss: 0.031187 | Time: 2067.88 ms [2021-01-08 23:24:19 main:574] : INFO : Epoch 1551 | loss: 0.0311814 | val_loss: 0.0311866 | Time: 2003.75 ms [2021-01-08 23:24:21 main:574] : INFO : Epoch 1552 | loss: 0.0311811 | val_loss: 0.0311876 | Time: 2073.41 ms [2021-01-08 23:24:23 main:574] : INFO : Epoch 1553 | loss: 0.031181 | val_loss: 0.0311865 | Time: 2061.19 ms [2021-01-08 23:24:25 main:574] : INFO : Epoch 1554 | loss: 0.0311806 | val_loss: 0.0311879 | Time: 2019.44 ms [2021-01-08 23:24:28 main:574] : INFO : Epoch 1555 | loss: 0.0311817 | val_loss: 0.0311877 | Time: 2018.1 ms [2021-01-08 23:24:30 main:574] : INFO : Epoch 1556 | loss: 0.0311809 | val_loss: 0.031188 | Time: 2078.87 ms [2021-01-08 23:24:32 main:574] : INFO : Epoch 1557 | loss: 0.0311805 | val_loss: 0.0311869 | Time: 2091.67 ms [2021-01-08 23:24:34 main:574] : INFO : Epoch 1558 | loss: 0.03118 | val_loss: 0.0311894 | Time: 2083.37 ms [2021-01-08 23:24:36 main:574] : INFO : Epoch 1559 | loss: 0.0311801 | val_loss: 0.0311864 | Time: 2138.17 ms [2021-01-08 23:24:38 main:574] : INFO : Epoch 1560 | loss: 0.0311827 | val_loss: 0.0312008 | Time: 1991.46 ms [2021-01-08 23:24:40 main:574] : INFO : Epoch 1561 | loss: 0.0311893 | val_loss: 0.0311892 | Time: 2080.75 ms [2021-01-08 23:24:42 main:574] : INFO : Epoch 1562 | loss: 0.0311831 | val_loss: 0.0311898 | Time: 2111.44 ms [2021-01-08 23:24:44 main:574] : INFO : Epoch 1563 | loss: 0.0311807 | val_loss: 0.0311873 | Time: 1987.24 ms [2021-01-08 23:24:46 main:574] : INFO : Epoch 1564 | loss: 0.0311806 | val_loss: 0.0311865 | Time: 2022.77 ms [2021-01-08 23:24:48 main:574] : INFO : Epoch 1565 | loss: 0.03118 | val_loss: 0.0311864 | Time: 2022.13 ms [2021-01-08 23:24:51 main:574] : INFO : Epoch 1566 | loss: 0.0311799 | val_loss: 0.0311892 | Time: 2000.67 ms [2021-01-08 23:24:53 main:574] : INFO : Epoch 1567 | loss: 0.031183 | val_loss: 0.0311891 | Time: 2015.79 ms [2021-01-08 23:24:55 main:574] : INFO : Epoch 1568 | loss: 0.0311803 | val_loss: 0.0311883 | Time: 2229.09 ms [2021-01-08 23:24:57 main:574] : INFO : Epoch 1569 | loss: 0.0311803 | val_loss: 0.0311885 | Time: 2072.01 ms [2021-01-08 23:24:59 main:574] : INFO : Epoch 1570 | loss: 0.0311806 | val_loss: 0.0311879 | Time: 1984.95 ms [2021-01-08 23:25:01 main:574] : INFO : Epoch 1571 | loss: 0.0311805 | val_loss: 0.0311881 | Time: 2048.1 ms [2021-01-08 23:25:03 main:574] : INFO : Epoch 1572 | loss: 0.031181 | val_loss: 0.0311881 | Time: 2127.47 ms [2021-01-08 23:25:05 main:574] : INFO : Epoch 1573 | loss: 0.0311797 | val_loss: 0.0311866 | Time: 2043.45 ms [2021-01-08 23:25:07 main:574] : INFO : Epoch 1574 | loss: 0.0311804 | val_loss: 0.0311881 | Time: 2010.7 ms [2021-01-08 23:25:09 main:574] : INFO : Epoch 1575 | loss: 0.0311836 | val_loss: 0.0311867 | Time: 2050.33 ms [2021-01-08 23:25:11 main:574] : INFO : Epoch 1576 | loss: 0.0311856 | val_loss: 0.0311884 | Time: 2023.1 ms [2021-01-08 23:25:14 main:574] : INFO : Epoch 1577 | loss: 0.0311891 | val_loss: 0.0311894 | Time: 2068.28 ms [2021-01-08 23:25:16 main:574] : INFO : Epoch 1578 | loss: 0.0311866 | val_loss: 0.0311903 | Time: 2021.87 ms [2021-01-08 23:25:18 main:574] : INFO : Epoch 1579 | loss: 0.0311845 | val_loss: 0.0311877 | Time: 2142.12 ms [2021-01-08 23:25:20 main:574] : INFO : Epoch 1580 | loss: 0.0311837 | val_loss: 0.0311913 | Time: 2063.39 ms [2021-01-08 23:25:22 main:574] : INFO : Epoch 1581 | loss: 0.0311822 | val_loss: 0.0311874 | Time: 2090.12 ms [2021-01-08 23:25:24 main:574] : INFO : Epoch 1582 | loss: 0.0311816 | val_loss: 0.0311868 | Time: 2021.28 ms [2021-01-08 23:25:26 main:574] : INFO : Epoch 1583 | loss: 0.0311809 | val_loss: 0.0311861 | Time: 2142.01 ms [2021-01-08 23:25:28 main:574] : INFO : Epoch 1584 | loss: 0.0311803 | val_loss: 0.0311846 | Time: 1990.05 ms [2021-01-08 23:25:30 main:574] : INFO : Epoch 1585 | loss: 0.0311809 | val_loss: 0.0311844 | Time: 2017.33 ms [2021-01-08 23:25:32 main:574] : INFO : Epoch 1586 | loss: 0.0311802 | val_loss: 0.0311871 | Time: 2105.29 ms [2021-01-08 23:25:35 main:574] : INFO : Epoch 1587 | loss: 0.0311805 | val_loss: 0.0311849 | Time: 2012.43 ms [2021-01-08 23:25:37 main:574] : INFO : Epoch 1588 | loss: 0.0311791 | val_loss: 0.0311852 | Time: 2023.92 ms [2021-01-08 23:25:39 main:574] : INFO : Epoch 1589 | loss: 0.0311811 | val_loss: 0.0311854 | Time: 1976.01 ms [2021-01-08 23:25:41 main:574] : INFO : Epoch 1590 | loss: 0.0311812 | val_loss: 0.0311883 | Time: 2023.65 ms [2021-01-08 23:25:43 main:574] : INFO : Epoch 1591 | loss: 0.0311809 | val_loss: 0.0311848 | Time: 2001.47 ms [2021-01-08 23:25:45 main:574] : INFO : Epoch 1592 | loss: 0.0311815 | val_loss: 0.0311848 | Time: 2024.18 ms [2021-01-08 23:25:47 main:574] : INFO : Epoch 1593 | loss: 0.0311809 | val_loss: 0.0311876 | Time: 2027.41 ms [2021-01-08 23:25:49 main:574] : INFO : Epoch 1594 | loss: 0.0311806 | val_loss: 0.0311847 | Time: 2070.18 ms [2021-01-08 23:25:51 main:574] : INFO : Epoch 1595 | loss: 0.0311795 | val_loss: 0.0311864 | Time: 2022.39 ms [2021-01-08 23:25:53 main:574] : INFO : Epoch 1596 | loss: 0.0311806 | val_loss: 0.0311872 | Time: 2005.69 ms [2021-01-08 23:25:55 main:574] : INFO : Epoch 1597 | loss: 0.0311807 | val_loss: 0.0311835 | Time: 2099.1 ms [2021-01-08 23:25:57 main:574] : INFO : Epoch 1598 | loss: 0.0311805 | val_loss: 0.0311851 | Time: 2032.76 ms [2021-01-08 23:25:59 main:574] : INFO : Epoch 1599 | loss: 0.0311804 | val_loss: 0.0311886 | Time: 2022.36 ms [2021-01-08 23:26:01 main:574] : INFO : Epoch 1600 | loss: 0.0311821 | val_loss: 0.0311903 | Time: 1988.45 ms [2021-01-08 23:26:03 main:574] : INFO : Epoch 1601 | loss: 0.0311824 | val_loss: 0.0311854 | Time: 1954.91 ms [2021-01-08 23:26:05 main:574] : INFO : Epoch 1602 | loss: 0.0311791 | val_loss: 0.0311843 | Time: 2058.32 ms [2021-01-08 23:26:08 main:574] : INFO : Epoch 1603 | loss: 0.0311777 | val_loss: 0.031184 | Time: 2051.32 ms [2021-01-08 23:26:10 main:574] : INFO : Epoch 1604 | loss: 0.0311784 | val_loss: 0.0311874 | Time: 2078.46 ms [2021-01-08 23:26:12 main:574] : INFO : Epoch 1605 | loss: 0.0311808 | val_loss: 0.0311904 | Time: 2141.98 ms [2021-01-08 23:26:14 main:574] : INFO : Epoch 1606 | loss: 0.0311811 | val_loss: 0.031185 | Time: 1918.97 ms [2021-01-08 23:26:16 main:574] : INFO : Epoch 1607 | loss: 0.0311793 | val_loss: 0.0311828 | Time: 2032.22 ms [2021-01-08 23:26:18 main:574] : INFO : Epoch 1608 | loss: 0.031179 | val_loss: 0.0311844 | Time: 2018.17 ms [2021-01-08 23:26:20 main:574] : INFO : Epoch 1609 | loss: 0.0311781 | val_loss: 0.0311807 | Time: 2043.33 ms [2021-01-08 23:26:22 main:574] : INFO : Epoch 1610 | loss: 0.031179 | val_loss: 0.0311816 | Time: 2004.28 ms [2021-01-08 23:26:24 main:574] : INFO : Epoch 1611 | loss: 0.031179 | val_loss: 0.0311819 | Time: 2030.36 ms [2021-01-08 23:26:26 main:574] : INFO : Epoch 1612 | loss: 0.0311778 | val_loss: 0.0311837 | Time: 2032.98 ms [2021-01-08 23:26:28 main:574] : INFO : Epoch 1613 | loss: 0.0311786 | val_loss: 0.031186 | Time: 2100.02 ms [2021-01-08 23:26:30 main:574] : INFO : Epoch 1614 | loss: 0.0311791 | val_loss: 0.0311842 | Time: 2007.08 ms [2021-01-08 23:26:32 main:574] : INFO : Epoch 1615 | loss: 0.0311807 | val_loss: 0.031185 | Time: 2053.99 ms [2021-01-08 23:26:35 main:574] : INFO : Epoch 1616 | loss: 0.0311795 | val_loss: 0.031183 | Time: 2093.15 ms [2021-01-08 23:26:37 main:574] : INFO : Epoch 1617 | loss: 0.0311784 | val_loss: 0.0311833 | Time: 2037.21 ms [2021-01-08 23:26:39 main:574] : INFO : Epoch 1618 | loss: 0.0311767 | val_loss: 0.0311867 | Time: 1986.06 ms [2021-01-08 23:26:41 main:574] : INFO : Epoch 1619 | loss: 0.0311774 | val_loss: 0.0311855 | Time: 2064.31 ms [2021-01-08 23:26:43 main:574] : INFO : Epoch 1620 | loss: 0.0311766 | val_loss: 0.0311836 | Time: 2015.06 ms [2021-01-08 23:26:45 main:574] : INFO : Epoch 1621 | loss: 0.0311771 | val_loss: 0.0311856 | Time: 2116.08 ms [2021-01-08 23:26:47 main:574] : INFO : Epoch 1622 | loss: 0.0311757 | val_loss: 0.0311841 | Time: 2013.92 ms [2021-01-08 23:26:49 main:574] : INFO : Epoch 1623 | loss: 0.031175 | val_loss: 0.0311822 | Time: 2058.88 ms [2021-01-08 23:26:51 main:574] : INFO : Epoch 1624 | loss: 0.0311767 | val_loss: 0.0311821 | Time: 1982.87 ms [2021-01-08 23:26:53 main:574] : INFO : Epoch 1625 | loss: 0.0311751 | val_loss: 0.0311867 | Time: 2092.51 ms [2021-01-08 23:26:55 main:574] : INFO : Epoch 1626 | loss: 0.0311804 | val_loss: 0.0311851 | Time: 2083.38 ms [2021-01-08 23:26:57 main:574] : INFO : Epoch 1627 | loss: 0.0311849 | val_loss: 0.0312113 | Time: 2075.73 ms [2021-01-08 23:27:00 main:574] : INFO : Epoch 1628 | loss: 0.0448626 | val_loss: 0.0332496 | Time: 2102.87 ms [2021-01-08 23:27:02 main:574] : INFO : Epoch 1629 | loss: 0.0364533 | val_loss: 0.0340705 | Time: 2068.81 ms [2021-01-08 23:27:04 main:574] : INFO : Epoch 1630 | loss: 0.0320413 | val_loss: 0.0312726 | Time: 2093.32 ms [2021-01-08 23:27:06 main:574] : INFO : Epoch 1631 | loss: 0.0313512 | val_loss: 0.0312437 | Time: 2083.03 ms [2021-01-08 23:27:08 main:574] : INFO : Epoch 1632 | loss: 0.0312474 | val_loss: 0.0312299 | Time: 2075.65 ms [2021-01-08 23:27:10 main:574] : INFO : Epoch 1633 | loss: 0.0312223 | val_loss: 0.0312149 | Time: 2021.08 ms [2021-01-08 23:27:12 main:574] : INFO : Epoch 1634 | loss: 0.0312132 | val_loss: 0.0312089 | Time: 2004.51 ms [2021-01-08 23:27:14 main:574] : INFO : Epoch 1635 | loss: 0.0312078 | val_loss: 0.0312045 | Time: 2054.18 ms [2021-01-08 23:27:16 main:574] : INFO : Epoch 1636 | loss: 0.0312038 | val_loss: 0.0312004 | Time: 2040.87 ms [2021-01-08 23:27:18 main:574] : INFO : Epoch 1637 | loss: 0.0312003 | val_loss: 0.0311974 | Time: 2032.25 ms [2021-01-08 23:27:20 main:574] : INFO : Epoch 1638 | loss: 0.031198 | val_loss: 0.0311953 | Time: 1993.9 ms [2021-01-08 23:27:23 main:574] : INFO : Epoch 1639 | loss: 0.0311953 | val_loss: 0.0311935 | Time: 2091.68 ms [2021-01-08 23:27:25 main:574] : INFO : Epoch 1640 | loss: 0.0311935 | val_loss: 0.0311917 | Time: 1988.23 ms [2021-01-08 23:27:27 main:574] : INFO : Epoch 1641 | loss: 0.0311923 | val_loss: 0.0311909 | Time: 2118.09 ms [2021-01-08 23:27:29 main:574] : INFO : Epoch 1642 | loss: 0.031192 | val_loss: 0.0311907 | Time: 2050.62 ms [2021-01-08 23:27:31 main:574] : INFO : Epoch 1643 | loss: 0.0311912 | val_loss: 0.0311903 | Time: 2060.77 ms [2021-01-08 23:27:33 main:574] : INFO : Epoch 1644 | loss: 0.0311907 | val_loss: 0.0311892 | Time: 2033.04 ms [2021-01-08 23:27:35 main:574] : INFO : Epoch 1645 | loss: 0.0311899 | val_loss: 0.0311885 | Time: 1985.02 ms [2021-01-08 23:27:37 main:574] : INFO : Epoch 1646 | loss: 0.0311896 | val_loss: 0.0311883 | Time: 1951.95 ms [2021-01-08 23:27:39 main:574] : INFO : Epoch 1647 | loss: 0.0311895 | val_loss: 0.031188 | Time: 2075.53 ms [2021-01-08 23:27:41 main:574] : INFO : Epoch 1648 | loss: 0.031189 | val_loss: 0.0311879 | Time: 2008.48 ms [2021-01-08 23:27:43 main:574] : INFO : Epoch 1649 | loss: 0.0311891 | val_loss: 0.0311877 | Time: 2030.81 ms [2021-01-08 23:27:45 main:574] : INFO : Epoch 1650 | loss: 0.0311888 | val_loss: 0.0311873 | Time: 2136.23 ms [2021-01-08 23:27:47 main:574] : INFO : Epoch 1651 | loss: 0.0311884 | val_loss: 0.031187 | Time: 1979.49 ms [2021-01-08 23:27:50 main:574] : INFO : Epoch 1652 | loss: 0.031188 | val_loss: 0.0311868 | Time: 2065.61 ms [2021-01-08 23:27:52 main:574] : INFO : Epoch 1653 | loss: 0.0311877 | val_loss: 0.0311865 | Time: 2072.15 ms [2021-01-08 23:27:54 main:574] : INFO : Epoch 1654 | loss: 0.0311873 | val_loss: 0.0311861 | Time: 2017.19 ms [2021-01-08 23:27:56 main:574] : INFO : Epoch 1655 | loss: 0.0311873 | val_loss: 0.0311862 | Time: 2048.42 ms [2021-01-08 23:27:58 main:574] : INFO : Epoch 1656 | loss: 0.0311865 | val_loss: 0.0311856 | Time: 2074.99 ms [2021-01-08 23:28:00 main:574] : INFO : Epoch 1657 | loss: 0.0311862 | val_loss: 0.0311857 | Time: 2009.61 ms [2021-01-08 23:28:02 main:574] : INFO : Epoch 1658 | loss: 0.0311857 | val_loss: 0.031186 | Time: 2046.59 ms [2021-01-08 23:28:04 main:574] : INFO : Epoch 1659 | loss: 0.0311853 | val_loss: 0.0311853 | Time: 2112.16 ms [2021-01-08 23:28:06 main:574] : INFO : Epoch 1660 | loss: 0.0311848 | val_loss: 0.0311858 | Time: 2115.6 ms [2021-01-08 23:28:08 main:574] : INFO : Epoch 1661 | loss: 0.0311844 | val_loss: 0.0311848 | Time: 2065.43 ms [2021-01-08 23:28:11 main:574] : INFO : Epoch 1662 | loss: 0.0311843 | val_loss: 0.0311842 | Time: 2084.33 ms [2021-01-08 23:28:13 main:574] : INFO : Epoch 1663 | loss: 0.0311836 | val_loss: 0.0311841 | Time: 2225.38 ms [2021-01-08 23:28:15 main:574] : INFO : Epoch 1664 | loss: 0.0311832 | val_loss: 0.0311842 | Time: 2245.25 ms [2021-01-08 23:28:17 main:574] : INFO : Epoch 1665 | loss: 0.0311832 | val_loss: 0.031184 | Time: 2049.34 ms [2021-01-08 23:28:19 main:574] : INFO : Epoch 1666 | loss: 0.0311826 | val_loss: 0.0311827 | Time: 2068.17 ms [2021-01-08 23:28:21 main:574] : INFO : Epoch 1667 | loss: 0.0311821 | val_loss: 0.0311837 | Time: 1989.45 ms [2021-01-08 23:28:23 main:574] : INFO : Epoch 1668 | loss: 0.0311823 | val_loss: 0.0311826 | Time: 2066.04 ms [2021-01-08 23:28:25 main:574] : INFO : Epoch 1669 | loss: 0.0311818 | val_loss: 0.031183 | Time: 2040.24 ms [2021-01-08 23:28:27 main:574] : INFO : Epoch 1670 | loss: 0.0311816 | val_loss: 0.0311824 | Time: 1990.76 ms [2021-01-08 23:28:30 main:574] : INFO : Epoch 1671 | loss: 0.0311814 | val_loss: 0.0311819 | Time: 2006.33 ms [2021-01-08 23:28:32 main:574] : INFO : Epoch 1672 | loss: 0.0311808 | val_loss: 0.0311807 | Time: 2001.35 ms [2021-01-08 23:28:34 main:574] : INFO : Epoch 1673 | loss: 0.0311812 | val_loss: 0.0311803 | Time: 2022.21 ms [2021-01-08 23:28:36 main:574] : INFO : Epoch 1674 | loss: 0.0311817 | val_loss: 0.0311798 | Time: 2007.22 ms [2021-01-08 23:28:38 main:574] : INFO : Epoch 1675 | loss: 0.0311804 | val_loss: 0.0311807 | Time: 2131.81 ms [2021-01-08 23:28:40 main:574] : INFO : Epoch 1676 | loss: 0.0311804 | val_loss: 0.0311802 | Time: 2383.92 ms [2021-01-08 23:28:43 main:574] : INFO : Epoch 1677 | loss: 0.0311806 | val_loss: 0.0311795 | Time: 2327.85 ms [2021-01-08 23:28:45 main:574] : INFO : Epoch 1678 | loss: 0.0311805 | val_loss: 0.0311794 | Time: 2287.57 ms [2021-01-08 23:28:47 main:574] : INFO : Epoch 1679 | loss: 0.0311805 | val_loss: 0.0311805 | Time: 2337.47 ms [2021-01-08 23:28:50 main:574] : INFO : Epoch 1680 | loss: 0.0311802 | val_loss: 0.0311797 | Time: 2170.87 ms [2021-01-08 23:28:52 main:574] : INFO : Epoch 1681 | loss: 0.0311797 | val_loss: 0.0311799 | Time: 2238.31 ms [2021-01-08 23:28:54 main:574] : INFO : Epoch 1682 | loss: 0.0311794 | val_loss: 0.0311789 | Time: 2311.48 ms [2021-01-08 23:28:57 main:574] : INFO : Epoch 1683 | loss: 0.0311795 | val_loss: 0.0311783 | Time: 2430.67 ms [2021-01-08 23:28:59 main:574] : INFO : Epoch 1684 | loss: 0.0311799 | val_loss: 0.0311791 | Time: 2547.05 ms [2021-01-08 23:29:02 main:574] : INFO : Epoch 1685 | loss: 0.0311802 | val_loss: 0.0311787 | Time: 2443.63 ms [2021-01-08 23:29:04 main:574] : INFO : Epoch 1686 | loss: 0.0311797 | val_loss: 0.0311794 | Time: 2202.8 ms [2021-01-08 23:29:06 main:574] : INFO : Epoch 1687 | loss: 0.0311793 | val_loss: 0.0311794 | Time: 2308.18 ms [2021-01-08 23:29:09 main:574] : INFO : Epoch 1688 | loss: 0.0311789 | val_loss: 0.0311795 | Time: 2277.22 ms [2021-01-08 23:29:11 main:574] : INFO : Epoch 1689 | loss: 0.0311792 | val_loss: 0.0311791 | Time: 2459.95 ms [2021-01-08 23:29:13 main:574] : INFO : Epoch 1690 | loss: 0.0311801 | val_loss: 0.0311792 | Time: 2297.33 ms [2021-01-08 23:29:16 main:574] : INFO : Epoch 1691 | loss: 0.0311798 | val_loss: 0.0311795 | Time: 2598.91 ms [2021-01-08 23:29:19 main:574] : INFO : Epoch 1692 | loss: 0.0311812 | val_loss: 0.0311794 | Time: 2574.7 ms [2021-01-08 23:29:21 main:574] : INFO : Epoch 1693 | loss: 0.0311809 | val_loss: 0.03118 | Time: 2605.06 ms [2021-01-08 23:29:24 main:574] : INFO : Epoch 1694 | loss: 0.0311809 | val_loss: 0.0311819 | Time: 2579.24 ms [2021-01-08 23:29:27 main:574] : INFO : Epoch 1695 | loss: 0.0311806 | val_loss: 0.0311809 | Time: 2575.75 ms [2021-01-08 23:29:29 main:574] : INFO : Epoch 1696 | loss: 0.0311805 | val_loss: 0.0311803 | Time: 2335.24 ms [2021-01-08 23:29:31 main:574] : INFO : Epoch 1697 | loss: 0.0311799 | val_loss: 0.0311796 | Time: 2326.62 ms [2021-01-08 23:29:33 main:574] : INFO : Epoch 1698 | loss: 0.0311804 | val_loss: 0.0311796 | Time: 1381.1 ms [2021-01-08 23:29:34 main:574] : INFO : Epoch 1699 | loss: 0.0311803 | val_loss: 0.0311798 | Time: 1323.41 ms [2021-01-08 23:29:35 main:574] : INFO : Epoch 1700 | loss: 0.0311798 | val_loss: 0.0311793 | Time: 1337.68 ms [2021-01-08 23:29:37 main:574] : INFO : Epoch 1701 | loss: 0.0311793 | val_loss: 0.0311797 | Time: 1328.29 ms [2021-01-08 23:29:38 main:574] : INFO : Epoch 1702 | loss: 0.0311792 | val_loss: 0.03118 | Time: 1313.22 ms [2021-01-08 23:29:40 main:574] : INFO : Epoch 1703 | loss: 0.0311792 | val_loss: 0.0311796 | Time: 2026.86 ms [2021-01-08 23:29:43 main:574] : INFO : Epoch 1704 | loss: 0.0311786 | val_loss: 0.0311795 | Time: 2301.38 ms [2021-01-08 23:29:45 main:574] : INFO : Epoch 1705 | loss: 0.0311785 | val_loss: 0.0311793 | Time: 2255.03 ms [2021-01-08 23:29:47 main:574] : INFO : Epoch 1706 | loss: 0.0311789 | val_loss: 0.0311789 | Time: 2289.08 ms [2021-01-08 23:29:50 main:574] : INFO : Epoch 1707 | loss: 0.0311779 | val_loss: 0.0311813 | Time: 2388.49 ms [2021-01-08 23:29:52 main:574] : INFO : Epoch 1708 | loss: 0.0311791 | val_loss: 0.0311785 | Time: 2257.92 ms [2021-01-08 23:29:54 main:574] : INFO : Epoch 1709 | loss: 0.0311784 | val_loss: 0.031179 | Time: 2258.06 ms [2021-01-08 23:29:57 main:574] : INFO : Epoch 1710 | loss: 0.0311779 | val_loss: 0.0311786 | Time: 2385.84 ms [2021-01-08 23:29:59 main:574] : INFO : Epoch 1711 | loss: 0.0311777 | val_loss: 0.0311788 | Time: 2304.38 ms [2021-01-08 23:30:02 main:574] : INFO : Epoch 1712 | loss: 0.0311791 | val_loss: 0.0311794 | Time: 2428.96 ms [2021-01-08 23:30:04 main:574] : INFO : Epoch 1713 | loss: 0.0311779 | val_loss: 0.0311787 | Time: 2331.45 ms [2021-01-08 23:30:06 main:574] : INFO : Epoch 1714 | loss: 0.031178 | val_loss: 0.0311786 | Time: 2087.07 ms [2021-01-08 23:30:08 main:574] : INFO : Epoch 1715 | loss: 0.0311776 | val_loss: 0.03118 | Time: 2061.48 ms [2021-01-08 23:30:10 main:574] : INFO : Epoch 1716 | loss: 0.0311788 | val_loss: 0.0311799 | Time: 2017.6 ms [2021-01-08 23:30:13 main:574] : INFO : Epoch 1717 | loss: 0.0311786 | val_loss: 0.0311786 | Time: 2361.44 ms [2021-01-08 23:30:15 main:574] : INFO : Epoch 1718 | loss: 0.0311777 | val_loss: 0.0311787 | Time: 2622.33 ms [2021-01-08 23:30:18 main:574] : INFO : Epoch 1719 | loss: 0.0311773 | val_loss: 0.0311783 | Time: 2621.13 ms [2021-01-08 23:30:20 main:574] : INFO : Epoch 1720 | loss: 0.0311771 | val_loss: 0.0311783 | Time: 2566.31 ms [2021-01-08 23:30:23 main:574] : INFO : Epoch 1721 | loss: 0.0311775 | val_loss: 0.0311783 | Time: 2406.27 ms [2021-01-08 23:30:25 main:574] : INFO : Epoch 1722 | loss: 0.0311771 | val_loss: 0.0311784 | Time: 2204.89 ms [2021-01-08 23:30:27 main:574] : INFO : Epoch 1723 | loss: 0.0311775 | val_loss: 0.0311783 | Time: 2061.32 ms [2021-01-08 23:30:29 main:574] : INFO : Epoch 1724 | loss: 0.0311777 | val_loss: 0.0311786 | Time: 2002.89 ms [2021-01-08 23:30:31 main:574] : INFO : Epoch 1725 | loss: 0.0311802 | val_loss: 0.0311822 | Time: 2089.51 ms [2021-01-08 23:30:34 main:574] : INFO : Epoch 1726 | loss: 0.0311791 | val_loss: 0.0311803 | Time: 2031.74 ms [2021-01-08 23:30:36 main:574] : INFO : Epoch 1727 | loss: 0.0311779 | val_loss: 0.0311792 | Time: 2036.67 ms [2021-01-08 23:30:38 main:574] : INFO : Epoch 1728 | loss: 0.0311787 | val_loss: 0.0311805 | Time: 2057.94 ms [2021-01-08 23:30:40 main:574] : INFO : Epoch 1729 | loss: 0.0311782 | val_loss: 0.0311794 | Time: 2044.26 ms [2021-01-08 23:30:42 main:574] : INFO : Epoch 1730 | loss: 0.0311783 | val_loss: 0.0311794 | Time: 2045.21 ms [2021-01-08 23:30:44 main:574] : INFO : Epoch 1731 | loss: 0.0311789 | val_loss: 0.0311784 | Time: 2031.92 ms [2021-01-08 23:30:46 main:574] : INFO : Epoch 1732 | loss: 0.0311811 | val_loss: 0.0311798 | Time: 2090.36 ms [2021-01-08 23:30:48 main:574] : INFO : Epoch 1733 | loss: 0.0311816 | val_loss: 0.0311798 | Time: 2014.45 ms [2021-01-08 23:30:50 main:574] : INFO : Epoch 1734 | loss: 0.0311805 | val_loss: 0.0311817 | Time: 2008.92 ms [2021-01-08 23:30:52 main:574] : INFO : Epoch 1735 | loss: 0.0311816 | val_loss: 0.0311813 | Time: 2034.86 ms [2021-01-08 23:30:54 main:574] : INFO : Epoch 1736 | loss: 0.0311802 | val_loss: 0.0311811 | Time: 2036.14 ms [2021-01-08 23:30:56 main:574] : INFO : Epoch 1737 | loss: 0.0311792 | val_loss: 0.0311801 | Time: 2068.87 ms [2021-01-08 23:30:59 main:574] : INFO : Epoch 1738 | loss: 0.0311784 | val_loss: 0.0311777 | Time: 2252.42 ms [2021-01-08 23:31:01 main:574] : INFO : Epoch 1739 | loss: 0.0311785 | val_loss: 0.0311782 | Time: 2403.78 ms [2021-01-08 23:31:04 main:574] : INFO : Epoch 1740 | loss: 0.0311777 | val_loss: 0.0311773 | Time: 2478.5 ms [2021-01-08 23:31:06 main:574] : INFO : Epoch 1741 | loss: 0.031177 | val_loss: 0.0311765 | Time: 2424.04 ms [2021-01-08 23:31:08 main:574] : INFO : Epoch 1742 | loss: 0.0311766 | val_loss: 0.0311758 | Time: 2372.12 ms [2021-01-08 23:31:11 main:574] : INFO : Epoch 1743 | loss: 0.0311761 | val_loss: 0.0311756 | Time: 2275.87 ms [2021-01-08 23:31:13 main:574] : INFO : Epoch 1744 | loss: 0.0311762 | val_loss: 0.0311762 | Time: 2310.14 ms [2021-01-08 23:31:16 main:574] : INFO : Epoch 1745 | loss: 0.0311787 | val_loss: 0.0311768 | Time: 2356.03 ms [2021-01-08 23:31:18 main:574] : INFO : Epoch 1746 | loss: 0.0311781 | val_loss: 0.0311769 | Time: 2336.89 ms [2021-01-08 23:31:20 main:574] : INFO : Epoch 1747 | loss: 0.0311777 | val_loss: 0.0311772 | Time: 2209.4 ms [2021-01-08 23:31:23 main:574] : INFO : Epoch 1748 | loss: 0.0311772 | val_loss: 0.0311765 | Time: 2332.08 ms [2021-01-08 23:31:25 main:574] : INFO : Epoch 1749 | loss: 0.0311769 | val_loss: 0.0311765 | Time: 2147.46 ms [2021-01-08 23:31:27 main:574] : INFO : Epoch 1750 | loss: 0.0311769 | val_loss: 0.0311771 | Time: 2046.88 ms [2021-01-08 23:31:29 main:574] : INFO : Epoch 1751 | loss: 0.0311766 | val_loss: 0.0311763 | Time: 1980.11 ms [2021-01-08 23:31:31 main:574] : INFO : Epoch 1752 | loss: 0.0311763 | val_loss: 0.0311763 | Time: 2001.61 ms [2021-01-08 23:31:33 main:574] : INFO : Epoch 1753 | loss: 0.0311768 | val_loss: 0.0311774 | Time: 2137.72 ms [2021-01-08 23:31:35 main:574] : INFO : Epoch 1754 | loss: 0.0311763 | val_loss: 0.0311766 | Time: 2051.79 ms [2021-01-08 23:31:37 main:574] : INFO : Epoch 1755 | loss: 0.0311756 | val_loss: 0.0311781 | Time: 2032.86 ms [2021-01-08 23:31:39 main:574] : INFO : Epoch 1756 | loss: 0.0311761 | val_loss: 0.0311775 | Time: 2026.87 ms [2021-01-08 23:31:41 main:574] : INFO : Epoch 1757 | loss: 0.0311758 | val_loss: 0.0311781 | Time: 2026.84 ms [2021-01-08 23:31:43 main:574] : INFO : Epoch 1758 | loss: 0.0311756 | val_loss: 0.0311764 | Time: 2109.03 ms [2021-01-08 23:31:46 main:574] : INFO : Epoch 1759 | loss: 0.0311754 | val_loss: 0.0311754 | Time: 2119.68 ms [2021-01-08 23:31:48 main:574] : INFO : Epoch 1760 | loss: 0.0311759 | val_loss: 0.0311772 | Time: 2044.36 ms [2021-01-08 23:31:50 main:574] : INFO : Epoch 1761 | loss: 0.0311761 | val_loss: 0.0311773 | Time: 2091.09 ms [2021-01-08 23:31:52 main:574] : INFO : Epoch 1762 | loss: 0.0311762 | val_loss: 0.0311758 | Time: 2000.04 ms [2021-01-08 23:31:54 main:574] : INFO : Epoch 1763 | loss: 0.0311757 | val_loss: 0.0311763 | Time: 1999.33 ms [2021-01-08 23:31:56 main:574] : INFO : Epoch 1764 | loss: 0.0311758 | val_loss: 0.0311769 | Time: 2033.37 ms [2021-01-08 23:31:58 main:574] : INFO : Epoch 1765 | loss: 0.0311754 | val_loss: 0.0311797 | Time: 2087.33 ms [2021-01-08 23:32:00 main:574] : INFO : Epoch 1766 | loss: 0.0311755 | val_loss: 0.031178 | Time: 2012.19 ms [2021-01-08 23:32:02 main:574] : INFO : Epoch 1767 | loss: 0.0311766 | val_loss: 0.0311769 | Time: 2006.19 ms [2021-01-08 23:32:04 main:574] : INFO : Epoch 1768 | loss: 0.0311758 | val_loss: 0.0311754 | Time: 2053.41 ms [2021-01-08 23:32:06 main:574] : INFO : Epoch 1769 | loss: 0.0311756 | val_loss: 0.031176 | Time: 2058.52 ms [2021-01-08 23:32:09 main:574] : INFO : Epoch 1770 | loss: 0.0311752 | val_loss: 0.0311762 | Time: 2111.96 ms [2021-01-08 23:32:11 main:574] : INFO : Epoch 1771 | loss: 0.0311745 | val_loss: 0.0311758 | Time: 2086.15 ms [2021-01-08 23:32:13 main:574] : INFO : Epoch 1772 | loss: 0.0311745 | val_loss: 0.0311753 | Time: 2190.74 ms [2021-01-08 23:32:15 main:574] : INFO : Epoch 1773 | loss: 0.0311742 | val_loss: 0.0311746 | Time: 2074.79 ms [2021-01-08 23:32:17 main:574] : INFO : Epoch 1774 | loss: 0.0311741 | val_loss: 0.0311756 | Time: 2014.81 ms [2021-01-08 23:32:19 main:574] : INFO : Epoch 1775 | loss: 0.031174 | val_loss: 0.031176 | Time: 2057.02 ms [2021-01-08 23:32:21 main:574] : INFO : Epoch 1776 | loss: 0.0311743 | val_loss: 0.0311765 | Time: 2025.1 ms [2021-01-08 23:32:23 main:574] : INFO : Epoch 1777 | loss: 0.0311741 | val_loss: 0.0311755 | Time: 1970.8 ms [2021-01-08 23:32:25 main:574] : INFO : Epoch 1778 | loss: 0.0311764 | val_loss: 0.0311774 | Time: 2085.33 ms [2021-01-08 23:32:27 main:574] : INFO : Epoch 1779 | loss: 0.0311775 | val_loss: 0.0311779 | Time: 1961.43 ms [2021-01-08 23:32:30 main:574] : INFO : Epoch 1780 | loss: 0.031178 | val_loss: 0.0311786 | Time: 2107.27 ms [2021-01-08 23:32:32 main:574] : INFO : Epoch 1781 | loss: 0.0311792 | val_loss: 0.0311816 | Time: 1982.26 ms [2021-01-08 23:32:34 main:574] : INFO : Epoch 1782 | loss: 0.0311783 | val_loss: 0.0311797 | Time: 2080.56 ms [2021-01-08 23:32:36 main:574] : INFO : Epoch 1783 | loss: 0.031176 | val_loss: 0.0311789 | Time: 2048.05 ms [2021-01-08 23:32:38 main:574] : INFO : Epoch 1784 | loss: 0.0311758 | val_loss: 0.0311783 | Time: 2097.52 ms [2021-01-08 23:32:40 main:574] : INFO : Epoch 1785 | loss: 0.0311753 | val_loss: 0.0311791 | Time: 2062.15 ms [2021-01-08 23:32:42 main:574] : INFO : Epoch 1786 | loss: 0.0311757 | val_loss: 0.0311797 | Time: 1996.46 ms [2021-01-08 23:32:44 main:574] : INFO : Epoch 1787 | loss: 0.0311753 | val_loss: 0.0311794 | Time: 2072.42 ms [2021-01-08 23:32:46 main:574] : INFO : Epoch 1788 | loss: 0.0311773 | val_loss: 0.0311794 | Time: 2086.95 ms [2021-01-08 23:32:48 main:574] : INFO : Epoch 1789 | loss: 0.0311753 | val_loss: 0.0311795 | Time: 2052.48 ms [2021-01-08 23:32:50 main:574] : INFO : Epoch 1790 | loss: 0.0311742 | val_loss: 0.0311769 | Time: 2064.03 ms [2021-01-08 23:32:52 main:574] : INFO : Epoch 1791 | loss: 0.0311738 | val_loss: 0.0311769 | Time: 1993.55 ms [2021-01-08 23:32:54 main:574] : INFO : Epoch 1792 | loss: 0.0311751 | val_loss: 0.0311761 | Time: 1982.81 ms [2021-01-08 23:32:57 main:574] : INFO : Epoch 1793 | loss: 0.0311744 | val_loss: 0.0311784 | Time: 2044.8 ms [2021-01-08 23:32:59 main:574] : INFO : Epoch 1794 | loss: 0.0311744 | val_loss: 0.0311761 | Time: 2087.83 ms [2021-01-08 23:33:01 main:574] : INFO : Epoch 1795 | loss: 0.0311749 | val_loss: 0.0311783 | Time: 2099.08 ms [2021-01-08 23:33:03 main:574] : INFO : Epoch 1796 | loss: 0.0311746 | val_loss: 0.0311757 | Time: 1986.3 ms [2021-01-08 23:33:05 main:574] : INFO : Epoch 1797 | loss: 0.0311732 | val_loss: 0.0311755 | Time: 2027.3 ms [2021-01-08 23:33:07 main:574] : INFO : Epoch 1798 | loss: 0.0311737 | val_loss: 0.0311755 | Time: 1981.39 ms [2021-01-08 23:33:09 main:574] : INFO : Epoch 1799 | loss: 0.0311742 | val_loss: 0.0311739 | Time: 2029.04 ms [2021-01-08 23:33:11 main:574] : INFO : Epoch 1800 | loss: 0.0311741 | val_loss: 0.0311775 | Time: 1987.01 ms [2021-01-08 23:33:13 main:574] : INFO : Epoch 1801 | loss: 0.0311741 | val_loss: 0.0311753 | Time: 1883.54 ms [2021-01-08 23:33:15 main:574] : INFO : Epoch 1802 | loss: 0.0311743 | val_loss: 0.0311755 | Time: 1946.93 ms [2021-01-08 23:33:17 main:574] : INFO : Epoch 1803 | loss: 0.0311732 | val_loss: 0.0311758 | Time: 2040.01 ms [2021-01-08 23:33:19 main:574] : INFO : Epoch 1804 | loss: 0.0311751 | val_loss: 0.0311752 | Time: 1987.99 ms [2021-01-08 23:33:21 main:574] : INFO : Epoch 1805 | loss: 0.0311751 | val_loss: 0.0311753 | Time: 1957.31 ms [2021-01-08 23:33:23 main:574] : INFO : Epoch 1806 | loss: 0.0311746 | val_loss: 0.0311761 | Time: 1949.14 ms [2021-01-08 23:33:25 main:574] : INFO : Epoch 1807 | loss: 0.0311756 | val_loss: 0.0311747 | Time: 1841.92 ms [2021-01-08 23:33:27 main:574] : INFO : Epoch 1808 | loss: 0.0311739 | val_loss: 0.0311755 | Time: 1961.92 ms [2021-01-08 23:33:29 main:574] : INFO : Epoch 1809 | loss: 0.0311736 | val_loss: 0.0311749 | Time: 1919.02 ms [2021-01-08 23:33:31 main:574] : INFO : Epoch 1810 | loss: 0.0311738 | val_loss: 0.0311751 | Time: 1860.05 ms [2021-01-08 23:33:33 main:574] : INFO : Epoch 1811 | loss: 0.031173 | val_loss: 0.0311755 | Time: 1933.58 ms [2021-01-08 23:33:35 main:574] : INFO : Epoch 1812 | loss: 0.0311737 | val_loss: 0.0311756 | Time: 1967.88 ms [2021-01-08 23:33:37 main:574] : INFO : Epoch 1813 | loss: 0.0311736 | val_loss: 0.0311787 | Time: 1958.68 ms [2021-01-08 23:33:39 main:574] : INFO : Epoch 1814 | loss: 0.0311746 | val_loss: 0.0311783 | Time: 1975.03 ms [2021-01-08 23:33:41 main:574] : INFO : Epoch 1815 | loss: 0.0311743 | val_loss: 0.0311755 | Time: 1906.2 ms [2021-01-08 23:33:43 main:574] : INFO : Epoch 1816 | loss: 0.0311726 | val_loss: 0.0311775 | Time: 1900.03 ms [2021-01-08 23:33:45 main:574] : INFO : Epoch 1817 | loss: 0.0311739 | val_loss: 0.0311751 | Time: 1963.55 ms [2021-01-08 23:33:47 main:574] : INFO : Epoch 1818 | loss: 0.0311721 | val_loss: 0.0311753 | Time: 1914.63 ms [2021-01-08 23:33:49 main:574] : INFO : Epoch 1819 | loss: 0.0311719 | val_loss: 0.0311741 | Time: 1945.76 ms [2021-01-08 23:33:51 main:574] : INFO : Epoch 1820 | loss: 0.0311721 | val_loss: 0.0311765 | Time: 1966.79 ms [2021-01-08 23:33:53 main:574] : INFO : Epoch 1821 | loss: 0.0311718 | val_loss: 0.0311751 | Time: 1849.57 ms [2021-01-08 23:33:55 main:574] : INFO : Epoch 1822 | loss: 0.0311722 | val_loss: 0.0311762 | Time: 1912.99 ms [2021-01-08 23:33:56 main:574] : INFO : Epoch 1823 | loss: 0.0311726 | val_loss: 0.0311793 | Time: 1923.03 ms [2021-01-08 23:33:58 main:574] : INFO : Epoch 1824 | loss: 0.0311718 | val_loss: 0.0311749 | Time: 1913.15 ms [2021-01-08 23:34:00 main:574] : INFO : Epoch 1825 | loss: 0.0311706 | val_loss: 0.0311741 | Time: 1985.72 ms [2021-01-08 23:34:02 main:574] : INFO : Epoch 1826 | loss: 0.0311699 | val_loss: 0.0311749 | Time: 1888.2 ms [2021-01-08 23:34:04 main:574] : INFO : Epoch 1827 | loss: 0.0311707 | val_loss: 0.0311765 | Time: 1851.45 ms [2021-01-08 23:34:06 main:574] : INFO : Epoch 1828 | loss: 0.0311708 | val_loss: 0.0311749 | Time: 1784.4 ms [2021-01-08 23:34:08 main:574] : INFO : Epoch 1829 | loss: 0.0311703 | val_loss: 0.0311757 | Time: 1877.24 ms [2021-01-08 23:34:10 main:574] : INFO : Epoch 1830 | loss: 0.0311705 | val_loss: 0.031176 | Time: 1900.45 ms [2021-01-08 23:34:12 main:574] : INFO : Epoch 1831 | loss: 0.0311703 | val_loss: 0.0311764 | Time: 2075.88 ms [2021-01-08 23:34:14 main:574] : INFO : Epoch 1832 | loss: 0.0311704 | val_loss: 0.0311756 | Time: 1906.1 ms [2021-01-08 23:34:16 main:574] : INFO : Epoch 1833 | loss: 0.031171 | val_loss: 0.0311735 | Time: 1905.32 ms [2021-01-08 23:34:18 main:574] : INFO : Epoch 1834 | loss: 0.0311694 | val_loss: 0.0311773 | Time: 1893.28 ms [2021-01-08 23:34:20 main:574] : INFO : Epoch 1835 | loss: 0.0311717 | val_loss: 0.0311769 | Time: 1941.55 ms [2021-01-08 23:34:22 main:574] : INFO : Epoch 1836 | loss: 0.0311727 | val_loss: 0.0311735 | Time: 1932.75 ms [2021-01-08 23:34:24 main:574] : INFO : Epoch 1837 | loss: 0.0311701 | val_loss: 0.031176 | Time: 1825.61 ms [2021-01-08 23:34:26 main:574] : INFO : Epoch 1838 | loss: 0.0311728 | val_loss: 0.0311778 | Time: 1884.21 ms [2021-01-08 23:34:28 main:574] : INFO : Epoch 1839 | loss: 0.0311715 | val_loss: 0.0311738 | Time: 1915.02 ms [2021-01-08 23:34:29 main:574] : INFO : Epoch 1840 | loss: 0.0311721 | val_loss: 0.0311753 | Time: 1880.26 ms [2021-01-08 23:34:31 main:574] : INFO : Epoch 1841 | loss: 0.0311743 | val_loss: 0.0311769 | Time: 1889.1 ms [2021-01-08 23:34:33 main:574] : INFO : Epoch 1842 | loss: 0.0311743 | val_loss: 0.0311771 | Time: 1926.06 ms [2021-01-08 23:34:35 main:574] : INFO : Epoch 1843 | loss: 0.0311737 | val_loss: 0.0311727 | Time: 1861.72 ms [2021-01-08 23:34:37 main:574] : INFO : Epoch 1844 | loss: 0.0311716 | val_loss: 0.0311729 | Time: 1896.82 ms [2021-01-08 23:34:39 main:574] : INFO : Epoch 1845 | loss: 0.0311703 | val_loss: 0.0311728 | Time: 1970.99 ms [2021-01-08 23:34:41 main:574] : INFO : Epoch 1846 | loss: 0.0311705 | val_loss: 0.0311773 | Time: 1936.41 ms [2021-01-08 23:34:43 main:574] : INFO : Epoch 1847 | loss: 0.0311717 | val_loss: 0.0311726 | Time: 1980.14 ms [2021-01-08 23:34:45 main:574] : INFO : Epoch 1848 | loss: 0.0311723 | val_loss: 0.0311734 | Time: 1922.05 ms [2021-01-08 23:34:47 main:574] : INFO : Epoch 1849 | loss: 0.0311696 | val_loss: 0.0311742 | Time: 1866.99 ms [2021-01-08 23:34:49 main:574] : INFO : Epoch 1850 | loss: 0.0311695 | val_loss: 0.0311749 | Time: 1888.6 ms [2021-01-08 23:34:51 main:574] : INFO : Epoch 1851 | loss: 0.0311715 | val_loss: 0.0311736 | Time: 1876.2 ms [2021-01-08 23:34:53 main:574] : INFO : Epoch 1852 | loss: 0.0311719 | val_loss: 0.0311761 | Time: 1912.57 ms [2021-01-08 23:34:55 main:574] : INFO : Epoch 1853 | loss: 0.0311713 | val_loss: 0.0311762 | Time: 1827.51 ms [2021-01-08 23:34:57 main:574] : INFO : Epoch 1854 | loss: 0.0311709 | val_loss: 0.0311749 | Time: 1929.57 ms [2021-01-08 23:34:59 main:574] : INFO : Epoch 1855 | loss: 0.0311691 | val_loss: 0.0311729 | Time: 1926.66 ms [2021-01-08 23:35:01 main:574] : INFO : Epoch 1856 | loss: 0.0311697 | val_loss: 0.0311753 | Time: 1977.8 ms [2021-01-08 23:35:03 main:574] : INFO : Epoch 1857 | loss: 0.0311697 | val_loss: 0.0311755 | Time: 1883.52 ms [2021-01-08 23:35:05 main:574] : INFO : Epoch 1858 | loss: 0.0311697 | val_loss: 0.0311767 | Time: 1940.4 ms [2021-01-08 23:35:07 main:574] : INFO : Epoch 1859 | loss: 0.0311699 | val_loss: 0.0311736 | Time: 1965.36 ms [2021-01-08 23:35:09 main:574] : INFO : Epoch 1860 | loss: 0.0311681 | val_loss: 0.0311741 | Time: 1952.38 ms [2021-01-08 23:35:10 main:574] : INFO : Epoch 1861 | loss: 0.0311696 | val_loss: 0.0311737 | Time: 1826.56 ms [2021-01-08 23:35:12 main:574] : INFO : Epoch 1862 | loss: 0.0311702 | val_loss: 0.0311729 | Time: 1948.42 ms [2021-01-08 23:35:14 main:574] : INFO : Epoch 1863 | loss: 0.0311686 | val_loss: 0.0311758 | Time: 1981.43 ms [2021-01-08 23:35:16 main:574] : INFO : Epoch 1864 | loss: 0.0311683 | val_loss: 0.0311747 | Time: 1905.42 ms [2021-01-08 23:35:18 main:574] : INFO : Epoch 1865 | loss: 0.0311716 | val_loss: 0.0311777 | Time: 1905.02 ms [2021-01-08 23:35:20 main:574] : INFO : Epoch 1866 | loss: 0.0311695 | val_loss: 0.031174 | Time: 1897.14 ms [2021-01-08 23:35:22 main:574] : INFO : Epoch 1867 | loss: 0.0311672 | val_loss: 0.0311732 | Time: 1903.97 ms [2021-01-08 23:35:24 main:574] : INFO : Epoch 1868 | loss: 0.0311679 | val_loss: 0.0311775 | Time: 2014.35 ms [2021-01-08 23:35:26 main:574] : INFO : Epoch 1869 | loss: 0.031169 | val_loss: 0.0311752 | Time: 1934.75 ms [2021-01-08 23:35:28 main:574] : INFO : Epoch 1870 | loss: 0.0311696 | val_loss: 0.0311768 | Time: 1865.21 ms [2021-01-08 23:35:30 main:574] : INFO : Epoch 1871 | loss: 0.0311678 | val_loss: 0.0311736 | Time: 1913.22 ms [2021-01-08 23:35:32 main:574] : INFO : Epoch 1872 | loss: 0.031168 | val_loss: 0.0311744 | Time: 1906.21 ms [2021-01-08 23:35:34 main:574] : INFO : Epoch 1873 | loss: 0.0311677 | val_loss: 0.0311817 | Time: 1939.68 ms [2021-01-08 23:35:36 main:574] : INFO : Epoch 1874 | loss: 0.0311693 | val_loss: 0.0311809 | Time: 1881.05 ms [2021-01-08 23:35:38 main:574] : INFO : Epoch 1875 | loss: 0.0311705 | val_loss: 0.0311818 | Time: 1879.76 ms [2021-01-08 23:35:40 main:574] : INFO : Epoch 1876 | loss: 0.0311685 | val_loss: 0.0311758 | Time: 1956.2 ms [2021-01-08 23:35:42 main:574] : INFO : Epoch 1877 | loss: 0.031168 | val_loss: 0.0311758 | Time: 1899.68 ms [2021-01-08 23:35:44 main:574] : INFO : Epoch 1878 | loss: 0.0311706 | val_loss: 0.0311737 | Time: 1916.21 ms [2021-01-08 23:35:46 main:574] : INFO : Epoch 1879 | loss: 0.0311684 | val_loss: 0.031175 | Time: 1932.81 ms [2021-01-08 23:35:47 main:574] : INFO : Epoch 1880 | loss: 0.0311668 | val_loss: 0.0311768 | Time: 1644.83 ms [2021-01-08 23:35:49 main:574] : INFO : Epoch 1881 | loss: 0.031168 | val_loss: 0.0311768 | Time: 1328.02 ms [2021-01-08 23:35:50 main:574] : INFO : Epoch 1882 | loss: 0.0311666 | val_loss: 0.0311777 | Time: 1313.25 ms [2021-01-08 23:35:51 main:574] : INFO : Epoch 1883 | loss: 0.0311693 | val_loss: 0.0311761 | Time: 1331.07 ms [2021-01-08 23:35:53 main:574] : INFO : Epoch 1884 | loss: 0.0311668 | val_loss: 0.0311734 | Time: 1317.5 ms [2021-01-08 23:35:55 main:574] : INFO : Epoch 1885 | loss: 0.0311667 | val_loss: 0.0311775 | Time: 1735.58 ms [2021-01-08 23:35:57 main:574] : INFO : Epoch 1886 | loss: 0.0311669 | val_loss: 0.031175 | Time: 2086.55 ms [2021-01-08 23:35:59 main:574] : INFO : Epoch 1887 | loss: 0.0311678 | val_loss: 0.03118 | Time: 1978.36 ms [2021-01-08 23:36:01 main:574] : INFO : Epoch 1888 | loss: 0.0311684 | val_loss: 0.0311748 | Time: 1871.21 ms [2021-01-08 23:36:03 main:574] : INFO : Epoch 1889 | loss: 0.03117 | val_loss: 0.0311794 | Time: 1903.66 ms [2021-01-08 23:36:05 main:574] : INFO : Epoch 1890 | loss: 0.0311695 | val_loss: 0.0311788 | Time: 1967.45 ms [2021-01-08 23:36:07 main:574] : INFO : Epoch 1891 | loss: 0.031169 | val_loss: 0.0311731 | Time: 1898.27 ms [2021-01-08 23:36:09 main:574] : INFO : Epoch 1892 | loss: 0.0311681 | val_loss: 0.0311781 | Time: 2006.64 ms [2021-01-08 23:36:11 main:574] : INFO : Epoch 1893 | loss: 0.0311688 | val_loss: 0.0311767 | Time: 1858.16 ms [2021-01-08 23:36:13 main:574] : INFO : Epoch 1894 | loss: 0.0311691 | val_loss: 0.0311723 | Time: 1985.61 ms [2021-01-08 23:36:15 main:574] : INFO : Epoch 1895 | loss: 0.0311681 | val_loss: 0.0311743 | Time: 1934.7 ms [2021-01-08 23:36:16 main:574] : INFO : Epoch 1896 | loss: 0.0311672 | val_loss: 0.0311787 | Time: 1870.61 ms [2021-01-08 23:36:18 main:574] : INFO : Epoch 1897 | loss: 0.031169 | val_loss: 0.0311798 | Time: 1897.33 ms [2021-01-08 23:36:20 main:574] : INFO : Epoch 1898 | loss: 0.0311679 | val_loss: 0.0311748 | Time: 1918.18 ms [2021-01-08 23:36:22 main:574] : INFO : Epoch 1899 | loss: 0.0311672 | val_loss: 0.031174 | Time: 1870.18 ms [2021-01-08 23:36:24 main:574] : INFO : Epoch 1900 | loss: 0.0311671 | val_loss: 0.0311748 | Time: 1885.38 ms [2021-01-08 23:36:26 main:574] : INFO : Epoch 1901 | loss: 0.0311681 | val_loss: 0.0311768 | Time: 1907.07 ms [2021-01-08 23:36:28 main:574] : INFO : Epoch 1902 | loss: 0.0311677 | val_loss: 0.0311767 | Time: 2004.12 ms [2021-01-08 23:36:30 main:574] : INFO : Epoch 1903 | loss: 0.0311675 | val_loss: 0.0311798 | Time: 1957.13 ms [2021-01-08 23:36:32 main:574] : INFO : Epoch 1904 | loss: 0.0311702 | val_loss: 0.0311753 | Time: 1925.2 ms [2021-01-08 23:36:34 main:574] : INFO : Epoch 1905 | loss: 0.0311692 | val_loss: 0.0311741 | Time: 1989.97 ms [2021-01-08 23:36:36 main:574] : INFO : Epoch 1906 | loss: 0.0311717 | val_loss: 0.0311761 | Time: 1865.07 ms [2021-01-08 23:36:38 main:574] : INFO : Epoch 1907 | loss: 0.0311683 | val_loss: 0.0311755 | Time: 1969.21 ms [2021-01-08 23:36:40 main:574] : INFO : Epoch 1908 | loss: 0.0311686 | val_loss: 0.0311753 | Time: 1931.47 ms [2021-01-08 23:36:42 main:574] : INFO : Epoch 1909 | loss: 0.0311689 | val_loss: 0.0311784 | Time: 1858.19 ms [2021-01-08 23:36:44 main:574] : INFO : Epoch 1910 | loss: 0.0311702 | val_loss: 0.0311844 | Time: 1980.65 ms [2021-01-08 23:36:46 main:574] : INFO : Epoch 1911 | loss: 0.0311694 | val_loss: 0.0311765 | Time: 1938.24 ms [2021-01-08 23:36:48 main:574] : INFO : Epoch 1912 | loss: 0.031171 | val_loss: 0.0311755 | Time: 1969.43 ms [2021-01-08 23:36:50 main:574] : INFO : Epoch 1913 | loss: 0.0311675 | val_loss: 0.0311741 | Time: 1950.44 ms [2021-01-08 23:36:52 main:574] : INFO : Epoch 1914 | loss: 0.031168 | val_loss: 0.031175 | Time: 1986.04 ms [2021-01-08 23:36:54 main:574] : INFO : Epoch 1915 | loss: 0.031167 | val_loss: 0.0311776 | Time: 1871.3 ms [2021-01-08 23:36:56 main:574] : INFO : Epoch 1916 | loss: 0.0311693 | val_loss: 0.0311771 | Time: 1913.62 ms [2021-01-08 23:36:58 main:574] : INFO : Epoch 1917 | loss: 0.0311675 | val_loss: 0.0311799 | Time: 1940.22 ms [2021-01-08 23:37:00 main:574] : INFO : Epoch 1918 | loss: 0.0311682 | val_loss: 0.0311764 | Time: 1972.6 ms [2021-01-08 23:37:02 main:574] : INFO : Epoch 1919 | loss: 0.031167 | val_loss: 0.0311791 | Time: 1936.16 ms [2021-01-08 23:37:04 main:574] : INFO : Epoch 1920 | loss: 0.0311692 | val_loss: 0.0311775 | Time: 1896.3 ms [2021-01-08 23:37:06 main:574] : INFO : Epoch 1921 | loss: 0.0311669 | val_loss: 0.031175 | Time: 1904.08 ms [2021-01-08 23:37:08 main:574] : INFO : Epoch 1922 | loss: 0.0311697 | val_loss: 0.0311843 | Time: 1942.11 ms [2021-01-08 23:37:10 main:574] : INFO : Epoch 1923 | loss: 0.0311721 | val_loss: 0.031178 | Time: 1997.89 ms [2021-01-08 23:37:12 main:574] : INFO : Epoch 1924 | loss: 0.0311705 | val_loss: 0.0311831 | Time: 1934.73 ms [2021-01-08 23:37:14 main:574] : INFO : Epoch 1925 | loss: 0.0311693 | val_loss: 0.0311813 | Time: 1946.87 ms [2021-01-08 23:37:16 main:574] : INFO : Epoch 1926 | loss: 0.0311671 | val_loss: 0.0311751 | Time: 1890.94 ms [2021-01-08 23:37:18 main:574] : INFO : Epoch 1927 | loss: 0.031167 | val_loss: 0.031178 | Time: 1944.24 ms [2021-01-08 23:37:20 main:574] : INFO : Epoch 1928 | loss: 0.0311706 | val_loss: 0.0311783 | Time: 1974.28 ms [2021-01-08 23:37:22 main:574] : INFO : Epoch 1929 | loss: 0.0311694 | val_loss: 0.0311733 | Time: 1895.6 ms [2021-01-08 23:37:23 main:574] : INFO : Epoch 1930 | loss: 0.0311702 | val_loss: 0.0311747 | Time: 1844.1 ms [2021-01-08 23:37:25 main:574] : INFO : Epoch 1931 | loss: 0.0311718 | val_loss: 0.0311763 | Time: 1958.03 ms [2021-01-08 23:37:27 main:574] : INFO : Epoch 1932 | loss: 0.031173 | val_loss: 0.0311789 | Time: 1963.57 ms [2021-01-08 23:37:29 main:574] : INFO : Epoch 1933 | loss: 0.0311702 | val_loss: 0.0311731 | Time: 1952.5 ms [2021-01-08 23:37:31 main:574] : INFO : Epoch 1934 | loss: 0.0311699 | val_loss: 0.0311783 | Time: 1919.45 ms [2021-01-08 23:37:33 main:574] : INFO : Epoch 1935 | loss: 0.0311697 | val_loss: 0.0311732 | Time: 1928.45 ms [2021-01-08 23:37:35 main:574] : INFO : Epoch 1936 | loss: 0.0311725 | val_loss: 0.0311741 | Time: 1889.64 ms [2021-01-08 23:37:37 main:574] : INFO : Epoch 1937 | loss: 0.0311696 | val_loss: 0.0311792 | Time: 1907.84 ms [2021-01-08 23:37:39 main:574] : INFO : Epoch 1938 | loss: 0.0311702 | val_loss: 0.0311736 | Time: 1946.62 ms [2021-01-08 23:37:41 main:574] : INFO : Epoch 1939 | loss: 0.0311763 | val_loss: 0.0311833 | Time: 1889.77 ms [2021-01-08 23:37:43 main:574] : INFO : Epoch 1940 | loss: 0.0311728 | val_loss: 0.03118 | Time: 1956.78 ms [2021-01-08 23:37:45 main:574] : INFO : Epoch 1941 | loss: 0.03117 | val_loss: 0.0311738 | Time: 1879.07 ms [2021-01-08 23:37:47 main:574] : INFO : Epoch 1942 | loss: 0.0311701 | val_loss: 0.031177 | Time: 1862.75 ms [2021-01-08 23:37:49 main:574] : INFO : Epoch 1943 | loss: 0.0311733 | val_loss: 0.0311786 | Time: 1970.49 ms [2021-01-08 23:37:51 main:574] : INFO : Epoch 1944 | loss: 0.0311714 | val_loss: 0.0311752 | Time: 1929.24 ms [2021-01-08 23:37:53 main:574] : INFO : Epoch 1945 | loss: 0.0311696 | val_loss: 0.0311725 | Time: 1898.96 ms [2021-01-08 23:37:55 main:574] : INFO : Epoch 1946 | loss: 0.0311697 | val_loss: 0.0311741 | Time: 1820.46 ms [2021-01-08 23:37:57 main:574] : INFO : Epoch 1947 | loss: 0.03117 | val_loss: 0.031172 | Time: 1868.1 ms [2021-01-08 23:37:58 main:574] : INFO : Epoch 1948 | loss: 0.0311683 | val_loss: 0.0311784 | Time: 1799.47 ms [2021-01-08 23:38:00 main:574] : INFO : Epoch 1949 | loss: 0.0311716 | val_loss: 0.0311735 | Time: 1856.28 ms [2021-01-08 23:38:02 main:574] : INFO : Epoch 1950 | loss: 0.0311682 | val_loss: 0.0311759 | Time: 1829.06 ms [2021-01-08 23:38:04 main:574] : INFO : Epoch 1951 | loss: 0.0311691 | val_loss: 0.0311738 | Time: 1880.63 ms [2021-01-08 23:38:06 main:574] : INFO : Epoch 1952 | loss: 0.0311676 | val_loss: 0.0311754 | Time: 1835.79 ms [2021-01-08 23:38:08 main:574] : INFO : Epoch 1953 | loss: 0.0311678 | val_loss: 0.0311734 | Time: 1851.13 ms [2021-01-08 23:38:10 main:574] : INFO : Epoch 1954 | loss: 0.0311693 | val_loss: 0.0311719 | Time: 1796.73 ms [2021-01-08 23:38:12 main:574] : INFO : Epoch 1955 | loss: 0.0311687 | val_loss: 0.031171 | Time: 1827.83 ms [2021-01-08 23:38:13 main:574] : INFO : Epoch 1956 | loss: 0.0311715 | val_loss: 0.0311742 | Time: 1759.9 ms [2021-01-08 23:38:15 main:574] : INFO : Epoch 1957 | loss: 0.0311686 | val_loss: 0.0311746 | Time: 1766.07 ms [2021-01-08 23:38:17 main:574] : INFO : Epoch 1958 | loss: 0.0311696 | val_loss: 0.0311779 | Time: 1780.73 ms [2021-01-08 23:38:19 main:574] : INFO : Epoch 1959 | loss: 0.0311725 | val_loss: 0.0311736 | Time: 1792.24 ms [2021-01-08 23:38:21 main:574] : INFO : Epoch 1960 | loss: 0.0311716 | val_loss: 0.0311762 | Time: 1872.89 ms [2021-01-08 23:38:23 main:574] : INFO : Epoch 1961 | loss: 0.0311697 | val_loss: 0.0311804 | Time: 1765.12 ms [2021-01-08 23:38:24 main:574] : INFO : Epoch 1962 | loss: 0.0311719 | val_loss: 0.0311773 | Time: 1843.04 ms [2021-01-08 23:38:26 main:574] : INFO : Epoch 1963 | loss: 0.0311706 | val_loss: 0.0311757 | Time: 1941.78 ms [2021-01-08 23:38:28 main:574] : INFO : Epoch 1964 | loss: 0.0311699 | val_loss: 0.03118 | Time: 1872.72 ms [2021-01-08 23:38:30 main:574] : INFO : Epoch 1965 | loss: 0.0311689 | val_loss: 0.0311738 | Time: 1742.35 ms [2021-01-08 23:38:32 main:574] : INFO : Epoch 1966 | loss: 0.0311682 | val_loss: 0.0311727 | Time: 1857.71 ms [2021-01-08 23:38:34 main:574] : INFO : Epoch 1967 | loss: 0.0311678 | val_loss: 0.0311734 | Time: 1754.42 ms [2021-01-08 23:38:36 main:574] : INFO : Epoch 1968 | loss: 0.0311699 | val_loss: 0.0311743 | Time: 1850.15 ms [2021-01-08 23:38:38 main:574] : INFO : Epoch 1969 | loss: 0.0311698 | val_loss: 0.0311751 | Time: 1853.4 ms [2021-01-08 23:38:39 main:574] : INFO : Epoch 1970 | loss: 0.0311694 | val_loss: 0.0311769 | Time: 1860.19 ms [2021-01-08 23:38:41 main:574] : INFO : Epoch 1971 | loss: 0.03117 | val_loss: 0.0311744 | Time: 1792.67 ms [2021-01-08 23:38:43 main:574] : INFO : Epoch 1972 | loss: 0.0311674 | val_loss: 0.0311732 | Time: 1780.57 ms [2021-01-08 23:38:45 main:574] : INFO : Epoch 1973 | loss: 0.0311665 | val_loss: 0.031174 | Time: 1903.02 ms [2021-01-08 23:38:47 main:574] : INFO : Epoch 1974 | loss: 0.0311672 | val_loss: 0.0311771 | Time: 1796.01 ms [2021-01-08 23:38:49 main:574] : INFO : Epoch 1975 | loss: 0.0311693 | val_loss: 0.0311764 | Time: 1829.06 ms [2021-01-08 23:38:51 main:574] : INFO : Epoch 1976 | loss: 0.0311679 | val_loss: 0.0311746 | Time: 1761.76 ms [2021-01-08 23:38:52 main:574] : INFO : Epoch 1977 | loss: 0.0311739 | val_loss: 0.0311895 | Time: 1841.46 ms [2021-01-08 23:38:54 main:574] : INFO : Epoch 1978 | loss: 0.0311679 | val_loss: 0.0311737 | Time: 1902.8 ms [2021-01-08 23:38:56 main:574] : INFO : Epoch 1979 | loss: 0.0311664 | val_loss: 0.0311749 | Time: 1862.42 ms [2021-01-08 23:38:58 main:574] : INFO : Epoch 1980 | loss: 0.031169 | val_loss: 0.0311774 | Time: 1754.16 ms [2021-01-08 23:39:00 main:574] : INFO : Epoch 1981 | loss: 0.0311694 | val_loss: 0.0311747 | Time: 1787.77 ms [2021-01-08 23:39:02 main:574] : INFO : Epoch 1982 | loss: 0.031169 | val_loss: 0.0311733 | Time: 1790.41 ms [2021-01-08 23:39:04 main:574] : INFO : Epoch 1983 | loss: 0.0311706 | val_loss: 0.0311772 | Time: 1725.38 ms [2021-01-08 23:39:05 main:574] : INFO : Epoch 1984 | loss: 0.0311694 | val_loss: 0.0311747 | Time: 1824.56 ms [2021-01-08 23:39:07 main:574] : INFO : Epoch 1985 | loss: 0.0311677 | val_loss: 0.0311807 | Time: 1827.42 ms [2021-01-08 23:39:09 main:574] : INFO : Epoch 1986 | loss: 0.0311721 | val_loss: 0.0311761 | Time: 1770.38 ms [2021-01-08 23:39:11 main:574] : INFO : Epoch 1987 | loss: 0.0311695 | val_loss: 0.0311735 | Time: 1807.85 ms [2021-01-08 23:39:13 main:574] : INFO : Epoch 1988 | loss: 0.0311695 | val_loss: 0.0311797 | Time: 1867.79 ms [2021-01-08 23:39:15 main:574] : INFO : Epoch 1989 | loss: 0.0311681 | val_loss: 0.0311814 | Time: 1855.79 ms [2021-01-08 23:39:17 main:574] : INFO : Epoch 1990 | loss: 0.0311706 | val_loss: 0.0311739 | Time: 1803.34 ms [2021-01-08 23:39:18 main:574] : INFO : Epoch 1991 | loss: 0.0311694 | val_loss: 0.0311779 | Time: 1845.27 ms [2021-01-08 23:39:20 main:574] : INFO : Epoch 1992 | loss: 0.0311725 | val_loss: 0.0311778 | Time: 1916.29 ms [2021-01-08 23:39:22 main:574] : INFO : Epoch 1993 | loss: 0.0311736 | val_loss: 0.0311751 | Time: 1801.85 ms [2021-01-08 23:39:24 main:574] : INFO : Epoch 1994 | loss: 0.0311731 | val_loss: 0.0311739 | Time: 1814.79 ms [2021-01-08 23:39:26 main:574] : INFO : Epoch 1995 | loss: 0.0311713 | val_loss: 0.031179 | Time: 1800.04 ms [2021-01-08 23:39:28 main:574] : INFO : Epoch 1996 | loss: 0.0311732 | val_loss: 0.0311782 | Time: 1932.8 ms [2021-01-08 23:39:30 main:574] : INFO : Epoch 1997 | loss: 0.0311744 | val_loss: 0.0311756 | Time: 1809.9 ms [2021-01-08 23:39:32 main:574] : INFO : Epoch 1998 | loss: 0.0311723 | val_loss: 0.0311778 | Time: 1868.15 ms [2021-01-08 23:39:33 main:574] : INFO : Epoch 1999 | loss: 0.0311705 | val_loss: 0.0311758 | Time: 1828.95 ms [2021-01-08 23:39:35 main:574] : INFO : Epoch 2000 | loss: 0.0311707 | val_loss: 0.0311784 | Time: 1823.77 ms [2021-01-08 23:39:37 main:574] : INFO : Epoch 2001 | loss: 0.0311715 | val_loss: 0.0311761 | Time: 1746.87 ms [2021-01-08 23:39:39 main:574] : INFO : Epoch 2002 | loss: 0.0311713 | val_loss: 0.0311764 | Time: 1770.55 ms [2021-01-08 23:39:41 main:574] : INFO : Epoch 2003 | loss: 0.0311706 | val_loss: 0.0311784 | Time: 1842.54 ms [2021-01-08 23:39:43 main:574] : INFO : Epoch 2004 | loss: 0.0311704 | val_loss: 0.0311825 | Time: 1788.15 ms [2021-01-08 23:39:45 main:574] : INFO : Epoch 2005 | loss: 0.0311784 | val_loss: 0.0311858 | Time: 1859.18 ms [2021-01-08 23:39:46 main:574] : INFO : Epoch 2006 | loss: 0.0311743 | val_loss: 0.0311832 | Time: 1840.43 ms [2021-01-08 23:39:48 main:574] : INFO : Epoch 2007 | loss: 0.0311723 | val_loss: 0.0311789 | Time: 1856.4 ms [2021-01-08 23:39:50 main:574] : INFO : Epoch 2008 | loss: 0.0311701 | val_loss: 0.031177 | Time: 1783.63 ms [2021-01-08 23:39:52 main:574] : INFO : Epoch 2009 | loss: 0.0311695 | val_loss: 0.0311746 | Time: 1838.98 ms [2021-01-08 23:39:54 main:574] : INFO : Epoch 2010 | loss: 0.0311703 | val_loss: 0.031175 | Time: 1811.51 ms [2021-01-08 23:39:56 main:574] : INFO : Epoch 2011 | loss: 0.0311749 | val_loss: 0.0311756 | Time: 1792.15 ms [2021-01-08 23:39:58 main:574] : INFO : Epoch 2012 | loss: 0.0311714 | val_loss: 0.0311766 | Time: 1834.37 ms [2021-01-08 23:39:59 main:574] : INFO : Epoch 2013 | loss: 0.0311722 | val_loss: 0.0311743 | Time: 1787.98 ms [2021-01-08 23:40:01 main:574] : INFO : Epoch 2014 | loss: 0.0311696 | val_loss: 0.0311748 | Time: 1819.68 ms [2021-01-08 23:40:03 main:574] : INFO : Epoch 2015 | loss: 0.0311695 | val_loss: 0.0311776 | Time: 1825.89 ms [2021-01-08 23:40:05 main:574] : INFO : Epoch 2016 | loss: 0.0311726 | val_loss: 0.0311791 | Time: 1788.87 ms [2021-01-08 23:40:07 main:574] : INFO : Epoch 2017 | loss: 0.031172 | val_loss: 0.0311832 | Time: 1745.87 ms [2021-01-08 23:40:09 main:574] : INFO : Epoch 2018 | loss: 0.0311729 | val_loss: 0.0311789 | Time: 1877.79 ms [2021-01-08 23:40:11 main:574] : INFO : Epoch 2019 | loss: 0.0311724 | val_loss: 0.0311775 | Time: 1852.78 ms [2021-01-08 23:40:12 main:574] : INFO : Epoch 2020 | loss: 0.0311731 | val_loss: 0.0311782 | Time: 1828.49 ms [2021-01-08 23:40:14 main:574] : INFO : Epoch 2021 | loss: 0.0311721 | val_loss: 0.0311802 | Time: 1779.88 ms [2021-01-08 23:40:16 main:574] : INFO : Epoch 2022 | loss: 0.0311724 | val_loss: 0.0311796 | Time: 1883.51 ms [2021-01-08 23:40:18 main:574] : INFO : Epoch 2023 | loss: 0.0311753 | val_loss: 0.031183 | Time: 1810.64 ms [2021-01-08 23:40:20 main:574] : INFO : Epoch 2024 | loss: 0.0311735 | val_loss: 0.031183 | Time: 1843.14 ms [2021-01-08 23:40:22 main:574] : INFO : Epoch 2025 | loss: 0.0311738 | val_loss: 0.0311819 | Time: 1765.45 ms [2021-01-08 23:40:24 main:574] : INFO : Epoch 2026 | loss: 0.0311751 | val_loss: 0.0311783 | Time: 1869.79 ms [2021-01-08 23:40:25 main:574] : INFO : Epoch 2027 | loss: 0.0311757 | val_loss: 0.0311798 | Time: 1715.27 ms [2021-01-08 23:40:27 main:574] : INFO : Epoch 2028 | loss: 0.0311793 | val_loss: 0.0311826 | Time: 1798.78 ms [2021-01-08 23:40:29 main:574] : INFO : Epoch 2029 | loss: 0.0311764 | val_loss: 0.0311763 | Time: 1742.91 ms [2021-01-08 23:40:31 main:574] : INFO : Epoch 2030 | loss: 0.0311724 | val_loss: 0.031176 | Time: 1753.24 ms [2021-01-08 23:40:33 main:574] : INFO : Epoch 2031 | loss: 0.031175 | val_loss: 0.0311791 | Time: 1809.2 ms [2021-01-08 23:40:34 main:574] : INFO : Epoch 2032 | loss: 0.0311744 | val_loss: 0.0311786 | Time: 1818.47 ms [2021-01-08 23:40:36 main:574] : INFO : Epoch 2033 | loss: 0.031173 | val_loss: 0.0311784 | Time: 1840.6 ms [2021-01-08 23:40:38 main:574] : INFO : Epoch 2034 | loss: 0.0311732 | val_loss: 0.0311844 | Time: 1757.55 ms [2021-01-08 23:40:40 main:574] : INFO : Epoch 2035 | loss: 0.0311767 | val_loss: 0.0311803 | Time: 1783.33 ms [2021-01-08 23:40:42 main:574] : INFO : Epoch 2036 | loss: 0.0311739 | val_loss: 0.0311795 | Time: 1767.49 ms [2021-01-08 23:40:44 main:574] : INFO : Epoch 2037 | loss: 0.0311735 | val_loss: 0.0311775 | Time: 1841.32 ms [2021-01-08 23:40:46 main:574] : INFO : Epoch 2038 | loss: 0.0311723 | val_loss: 0.0311808 | Time: 1861.76 ms [2021-01-08 23:40:47 main:574] : INFO : Epoch 2039 | loss: 0.0311739 | val_loss: 0.0311776 | Time: 1804.46 ms [2021-01-08 23:40:49 main:574] : INFO : Epoch 2040 | loss: 0.0311751 | val_loss: 0.031202 | Time: 1771.58 ms [2021-01-08 23:40:51 main:574] : INFO : Epoch 2041 | loss: 0.0311782 | val_loss: 0.0311781 | Time: 1778.96 ms [2021-01-08 23:40:53 main:574] : INFO : Epoch 2042 | loss: 0.0311716 | val_loss: 0.0311748 | Time: 1839.37 ms [2021-01-08 23:40:55 main:574] : INFO : Epoch 2043 | loss: 0.0311729 | val_loss: 0.0311789 | Time: 1811.02 ms [2021-01-08 23:40:57 main:574] : INFO : Epoch 2044 | loss: 0.0311733 | val_loss: 0.0311817 | Time: 1817.93 ms [2021-01-08 23:40:58 main:574] : INFO : Epoch 2045 | loss: 0.0311716 | val_loss: 0.0311737 | Time: 1781.24 ms [2021-01-08 23:41:00 main:574] : INFO : Epoch 2046 | loss: 0.0311689 | val_loss: 0.0311781 | Time: 1778.22 ms [2021-01-08 23:41:02 main:574] : INFO : Epoch 2047 | loss: 0.0311706 | val_loss: 0.0311765 | Time: 1840.69 ms [2021-01-08 23:41:04 main:574] : INFO : Epoch 2048 | loss: 0.0311696 | val_loss: 0.031175 | Time: 1821 ms [2021-01-08 23:41:04 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031175 [2021-01-08 23:41:04 main:603] : INFO : Saving end state to config to file [2021-01-08 23:41:04 main:608] : INFO : Success, exiting.. 23:41:04 (12112): 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)