Task 7614563
| Name | ParityModified-1631727300-26120-3_0 |
| Workunit | 5268924 |
| Created | 26 Sep 2021, 21:38:13 UTC |
| Sent | 29 Sep 2021, 18:07:50 UTC |
| Report deadline | 6 Oct 2021, 18:07:50 UTC |
| Received | 30 Sep 2021, 7:41:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 56 min 14 sec |
| CPU time | 56 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,116.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311859 | val_loss: 0.0311973 | Time: 1656.59 ms
[2021-09-30 02:26:10 main:581] : INFO : Epoch 1539 | loss: 0.031184 | val_loss: 0.0311883 | Time: 1634.35 ms
[2021-09-30 02:26:12 main:581] : INFO : Epoch 1540 | loss: 0.0311836 | val_loss: 0.0311882 | Time: 1639.99 ms
[2021-09-30 02:26:13 main:581] : INFO : Epoch 1541 | loss: 0.031184 | val_loss: 0.0311857 | Time: 1636.74 ms
[2021-09-30 02:26:15 main:581] : INFO : Epoch 1542 | loss: 0.0311823 | val_loss: 0.0311872 | Time: 1656.09 ms
[2021-09-30 02:26:16 main:581] : INFO : Epoch 1543 | loss: 0.0311824 | val_loss: 0.0311867 | Time: 1662.04 ms
[2021-09-30 02:26:18 main:581] : INFO : Epoch 1544 | loss: 0.0311841 | val_loss: 0.031187 | Time: 1620.33 ms
[2021-09-30 02:26:20 main:581] : INFO : Epoch 1545 | loss: 0.0311862 | val_loss: 0.0311907 | Time: 1659.91 ms
[2021-09-30 02:26:21 main:581] : INFO : Epoch 1546 | loss: 0.0311831 | val_loss: 0.0311875 | Time: 1659.29 ms
[2021-09-30 02:26:23 main:581] : INFO : Epoch 1547 | loss: 0.0311826 | val_loss: 0.0311873 | Time: 1602.08 ms
[2021-09-30 02:26:25 main:581] : INFO : Epoch 1548 | loss: 0.0311841 | val_loss: 0.0311919 | Time: 1635.29 ms
[2021-09-30 02:26:26 main:581] : INFO : Epoch 1549 | loss: 0.0311828 | val_loss: 0.0311852 | Time: 1648.19 ms
[2021-09-30 02:26:28 main:581] : INFO : Epoch 1550 | loss: 0.0311822 | val_loss: 0.0311866 | Time: 1638.71 ms
[2021-09-30 02:26:30 main:581] : INFO : Epoch 1551 | loss: 0.0311851 | val_loss: 0.031185 | Time: 1637.93 ms
[2021-09-30 02:26:31 main:581] : INFO : Epoch 1552 | loss: 0.0311866 | val_loss: 0.0311874 | Time: 1667.15 ms
[2021-09-30 02:26:33 main:581] : INFO : Epoch 1553 | loss: 0.0311826 | val_loss: 0.0311866 | Time: 1678.26 ms
[2021-09-30 02:26:35 main:581] : INFO : Epoch 1554 | loss: 0.0311829 | val_loss: 0.0311847 | Time: 1672.17 ms
[2021-09-30 02:26:36 main:581] : INFO : Epoch 1555 | loss: 0.0311842 | val_loss: 0.031187 | Time: 1639.42 ms
[2021-09-30 02:26:38 main:581] : INFO : Epoch 1556 | loss: 0.0311819 | val_loss: 0.0311875 | Time: 1656.52 ms
[2021-09-30 02:26:40 main:581] : INFO : Epoch 1557 | loss: 0.0311841 | val_loss: 0.0311872 | Time: 1683.74 ms
[2021-09-30 02:26:41 main:581] : INFO : Epoch 1558 | loss: 0.0311827 | val_loss: 0.031186 | Time: 1682.8 ms
[2021-09-30 02:26:43 main:581] : INFO : Epoch 1559 | loss: 0.0311833 | val_loss: 0.0311943 | Time: 1644.19 ms
[2021-09-30 02:26:45 main:581] : INFO : Epoch 1560 | loss: 0.0311845 | val_loss: 0.0311845 | Time: 1665.22 ms
[2021-09-30 02:26:46 main:581] : INFO : Epoch 1561 | loss: 0.0311818 | val_loss: 0.0311848 | Time: 1666.69 ms
[2021-09-30 02:26:48 main:581] : INFO : Epoch 1562 | loss: 0.0311814 | val_loss: 0.0311886 | Time: 1668.22 ms
[2021-09-30 02:26:50 main:581] : INFO : Epoch 1563 | loss: 0.031184 | val_loss: 0.0311862 | Time: 1668.84 ms
[2021-09-30 02:26:51 main:581] : INFO : Epoch 1564 | loss: 0.0311817 | val_loss: 0.0311858 | Time: 1703.1 ms
[2021-09-30 02:26:53 main:581] : INFO : Epoch 1565 | loss: 0.0311809 | val_loss: 0.0311855 | Time: 1645.62 ms
[2021-09-30 02:26:55 main:581] : INFO : Epoch 1566 | loss: 0.0311816 | val_loss: 0.0311851 | Time: 1641.39 ms
[2021-09-30 02:26:56 main:581] : INFO : Epoch 1567 | loss: 0.0311851 | val_loss: 0.0311943 | Time: 1667.46 ms
[2021-09-30 02:26:58 main:581] : INFO : Epoch 1568 | loss: 0.0311832 | val_loss: 0.0311852 | Time: 1643.73 ms
[2021-09-30 02:27:00 main:581] : INFO : Epoch 1569 | loss: 0.0311857 | val_loss: 0.0311876 | Time: 1653.81 ms
[2021-09-30 02:27:01 main:581] : INFO : Epoch 1570 | loss: 0.0311869 | val_loss: 0.0311858 | Time: 1642.08 ms
[2021-09-30 02:27:03 main:581] : INFO : Epoch 1571 | loss: 0.031184 | val_loss: 0.0311862 | Time: 1621.48 ms
[2021-09-30 02:27:04 main:581] : INFO : Epoch 1572 | loss: 0.0311829 | val_loss: 0.0311863 | Time: 1667.32 ms
[2021-09-30 02:27:06 main:581] : INFO : Epoch 1573 | loss: 0.0311818 | val_loss: 0.0311853 | Time: 1654.95 ms
[2021-09-30 02:27:08 main:581] : INFO : Epoch 1574 | loss: 0.0311821 | val_loss: 0.0311851 | Time: 1652.98 ms
[2021-09-30 02:27:09 main:581] : INFO : Epoch 1575 | loss: 0.0311822 | val_loss: 0.0311858 | Time: 1645.91 ms
[2021-09-30 02:27:11 main:581] : INFO : Epoch 1576 | loss: 0.0311836 | val_loss: 0.0311874 | Time: 1639.96 ms
[2021-09-30 02:27:13 main:581] : INFO : Epoch 1577 | loss: 0.0311837 | val_loss: 0.0311911 | Time: 1623.25 ms
[2021-09-30 02:27:14 main:581] : INFO : Epoch 1578 | loss: 0.0311843 | val_loss: 0.0311858 | Time: 1635.05 ms
[2021-09-30 02:27:16 main:581] : INFO : Epoch 1579 | loss: 0.0311845 | val_loss: 0.0311885 | Time: 1614.58 ms
[2021-09-30 02:27:18 main:581] : INFO : Epoch 1580 | loss: 0.0311824 | val_loss: 0.0311854 | Time: 1660.43 ms
[2021-09-30 02:27:19 main:581] : INFO : Epoch 1581 | loss: 0.0311811 | val_loss: 0.0311852 | Time: 1658.92 ms
[2021-09-30 02:27:21 main:581] : INFO : Epoch 1582 | loss: 0.0311811 | val_loss: 0.0311856 | Time: 1679.8 ms
[2021-09-30 02:27:23 main:581] : INFO : Epoch 1583 | loss: 0.0311821 | val_loss: 0.031186 | Time: 1668.28 ms
[2021-09-30 02:27:24 main:581] : INFO : Epoch 1584 | loss: 0.0311828 | val_loss: 0.031191 | Time: 1660.3 ms
[2021-09-30 02:27:26 main:581] : INFO : Epoch 1585 | loss: 0.0311849 | val_loss: 0.0311866 | Time: 1678.71 ms
[2021-09-30 02:27:28 main:581] : INFO : Epoch 1586 | loss: 0.0311817 | val_loss: 0.0311846 | Time: 1673.46 ms
[2021-09-30 02:27:29 main:581] : INFO : Epoch 1587 | loss: 0.0311812 | val_loss: 0.0311861 | Time: 1678.87 ms
[2021-09-30 02:27:31 main:581] : INFO : Epoch 1588 | loss: 0.031181 | val_loss: 0.0311849 | Time: 1639.81 ms
[2021-09-30 02:27:33 main:581] : INFO : Epoch 1589 | loss: 0.0311834 | val_loss: 0.0311924 | Time: 1639.53 ms
[2021-09-30 02:27:34 main:581] : INFO : Epoch 1590 | loss: 0.0311846 | val_loss: 0.0311891 | Time: 1648.97 ms
[2021-09-30 02:27:36 main:581] : INFO : Epoch 1591 | loss: 0.0311861 | val_loss: 0.0311949 | Time: 1687.61 ms
[2021-09-30 02:27:38 main:581] : INFO : Epoch 1592 | loss: 0.0311849 | val_loss: 0.0311873 | Time: 1674.42 ms
[2021-09-30 02:27:39 main:581] : INFO : Epoch 1593 | loss: 0.0311816 | val_loss: 0.031186 | Time: 1665.53 ms
[2021-09-30 02:27:41 main:581] : INFO : Epoch 1594 | loss: 0.0311922 | val_loss: 0.0311958 | Time: 1666.3 ms
[2021-09-30 02:27:43 main:581] : INFO : Epoch 1595 | loss: 0.0311936 | val_loss: 0.0311958 | Time: 1679.21 ms
[2021-09-30 02:27:44 main:581] : INFO : Epoch 1596 | loss: 0.0311979 | val_loss: 0.031195 | Time: 1662.42 ms
[2021-09-30 02:27:46 main:581] : INFO : Epoch 1597 | loss: 0.0311954 | val_loss: 0.0311935 | Time: 1662.76 ms
[2021-09-30 02:27:48 main:581] : INFO : Epoch 1598 | loss: 0.0311981 | val_loss: 0.0311957 | Time: 1674.56 ms
[2021-09-30 02:27:49 main:581] : INFO : Epoch 1599 | loss: 0.0311943 | val_loss: 0.031193 | Time: 1655.18 ms
[2021-09-30 02:27:51 main:581] : INFO : Epoch 1600 | loss: 0.0311934 | val_loss: 0.0311968 | Time: 1666.06 ms
[2021-09-30 02:27:53 main:581] : INFO : Epoch 1601 | loss: 0.0311926 | val_loss: 0.0311951 | Time: 1661.14 ms
[2021-09-30 02:27:54 main:581] : INFO : Epoch 1602 | loss: 0.0311915 | val_loss: 0.0311917 | Time: 1656.97 ms
[2021-09-30 02:27:56 main:581] : INFO : Epoch 1603 | loss: 0.0311931 | val_loss: 0.0311936 | Time: 1650.94 ms
[2021-09-30 02:27:58 main:581] : INFO : Epoch 1604 | loss: 0.0311942 | val_loss: 0.0311978 | Time: 1647.55 ms
[2021-09-30 02:27:59 main:581] : INFO : Epoch 1605 | loss: 0.0311915 | val_loss: 0.0311934 | Time: 1650.01 ms
[2021-09-30 02:28:01 main:581] : INFO : Epoch 1606 | loss: 0.0311904 | val_loss: 0.0311905 | Time: 1655.09 ms
[2021-09-30 02:28:02 main:581] : INFO : Epoch 1607 | loss: 0.0311905 | val_loss: 0.0311922 | Time: 1648.04 ms
[2021-09-30 02:28:04 main:581] : INFO : Epoch 1608 | loss: 0.0311902 | val_loss: 0.0311901 | Time: 1639.62 ms
[2021-09-30 02:28:06 main:581] : INFO : Epoch 1609 | loss: 0.0311913 | val_loss: 0.0311902 | Time: 1652.19 ms
[2021-09-30 02:28:07 main:581] : INFO : Epoch 1610 | loss: 0.0311914 | val_loss: 0.0311944 | Time: 1622.52 ms
[2021-09-30 02:28:09 main:581] : INFO : Epoch 1611 | loss: 0.0311899 | val_loss: 0.03119 | Time: 1641.11 ms
[2021-09-30 02:28:11 main:581] : INFO : Epoch 1612 | loss: 0.0311893 | val_loss: 0.0311884 | Time: 1655.99 ms
[2021-09-30 02:28:12 main:581] : INFO : Epoch 1613 | loss: 0.0311896 | val_loss: 0.031189 | Time: 1646.62 ms
[2021-09-30 02:28:14 main:581] : INFO : Epoch 1614 | loss: 0.03119 | val_loss: 0.0311908 | Time: 1636.77 ms
[2021-09-30 02:28:16 main:581] : INFO : Epoch 1615 | loss: 0.0311898 | val_loss: 0.0311896 | Time: 1631.59 ms
[2021-09-30 02:28:17 main:581] : INFO : Epoch 1616 | loss: 0.0311884 | val_loss: 0.0311897 | Time: 1660.71 ms
[2021-09-30 02:28:19 main:581] : INFO : Epoch 1617 | loss: 0.0311887 | val_loss: 0.0311888 | Time: 1657.53 ms
[2021-09-30 02:28:21 main:581] : INFO : Epoch 1618 | loss: 0.0311888 | val_loss: 0.0311892 | Time: 1661.67 ms
[2021-09-30 02:28:22 main:581] : INFO : Epoch 1619 | loss: 0.0311887 | val_loss: 0.0311912 | Time: 1665.44 ms
[2021-09-30 02:28:24 main:581] : INFO : Epoch 1620 | loss: 0.0311885 | val_loss: 0.0311914 | Time: 1661.67 ms
[2021-09-30 02:28:26 main:581] : INFO : Epoch 1621 | loss: 0.031189 | val_loss: 0.0311888 | Time: 1651.17 ms
[2021-09-30 02:28:27 main:581] : INFO : Epoch 1622 | loss: 0.0311918 | val_loss: 0.0311963 | Time: 1646.67 ms
[2021-09-30 02:28:29 main:581] : INFO : Epoch 1623 | loss: 0.0311895 | val_loss: 0.0311914 | Time: 1633.41 ms
[2021-09-30 02:28:30 main:581] : INFO : Epoch 1624 | loss: 0.0311893 | val_loss: 0.0311887 | Time: 1650.16 ms
[2021-09-30 02:28:32 main:581] : INFO : Epoch 1625 | loss: 0.0311879 | val_loss: 0.0311888 | Time: 1663.81 ms
[2021-09-30 02:28:34 main:581] : INFO : Epoch 1626 | loss: 0.0311889 | val_loss: 0.0311884 | Time: 1643.35 ms
[2021-09-30 02:28:35 main:581] : INFO : Epoch 1627 | loss: 0.0311901 | val_loss: 0.0311891 | Time: 1650.97 ms
[2021-09-30 02:28:37 main:581] : INFO : Epoch 1628 | loss: 0.0311873 | val_loss: 0.031186 | Time: 1639.48 ms
[2021-09-30 02:28:39 main:581] : INFO : Epoch 1629 | loss: 0.0311866 | val_loss: 0.0311876 | Time: 1632.08 ms
[2021-09-30 02:28:40 main:581] : INFO : Epoch 1630 | loss: 0.0311886 | val_loss: 0.0311867 | Time: 1625.42 ms
[2021-09-30 02:28:42 main:581] : INFO : Epoch 1631 | loss: 0.0311878 | val_loss: 0.0311933 | Time: 1626.07 ms
[2021-09-30 02:28:44 main:581] : INFO : Epoch 1632 | loss: 0.031191 | val_loss: 0.0311899 | Time: 1664.27 ms
[2021-09-30 02:28:45 main:581] : INFO : Epoch 1633 | loss: 0.0311895 | val_loss: 0.0311861 | Time: 1626.64 ms
[2021-09-30 02:28:47 main:581] : INFO : Epoch 1634 | loss: 0.0311883 | val_loss: 0.0311857 | Time: 1676.12 ms
[2021-09-30 02:28:49 main:581] : INFO : Epoch 1635 | loss: 0.0311889 | val_loss: 0.0311917 | Time: 1667.14 ms
[2021-09-30 02:28:50 main:581] : INFO : Epoch 1636 | loss: 0.031188 | val_loss: 0.03119 | Time: 1631.34 ms
[2021-09-30 02:28:52 main:581] : INFO : Epoch 1637 | loss: 0.031188 | val_loss: 0.0311894 | Time: 1658.32 ms
[2021-09-30 02:28:54 main:581] : INFO : Epoch 1638 | loss: 0.0311878 | val_loss: 0.0311859 | Time: 1645.62 ms
[2021-09-30 02:28:55 main:581] : INFO : Epoch 1639 | loss: 0.0311861 | val_loss: 0.0311873 | Time: 1647.2 ms
[2021-09-30 02:28:57 main:581] : INFO : Epoch 1640 | loss: 0.0311854 | val_loss: 0.0311855 | Time: 1664.12 ms
[2021-09-30 02:28:59 main:581] : INFO : Epoch 1641 | loss: 0.0311847 | val_loss: 0.0311856 | Time: 1660.64 ms
[2021-09-30 02:29:00 main:581] : INFO : Epoch 1642 | loss: 0.0311853 | val_loss: 0.0311861 | Time: 1645.6 ms
[2021-09-30 02:29:02 main:581] : INFO : Epoch 1643 | loss: 0.0311865 | val_loss: 0.0311874 | Time: 1652.33 ms
[2021-09-30 02:29:03 main:581] : INFO : Epoch 1644 | loss: 0.0311857 | val_loss: 0.0311852 | Time: 1640.97 ms
[2021-09-30 02:29:05 main:581] : INFO : Epoch 1645 | loss: 0.031185 | val_loss: 0.0311882 | Time: 1677.77 ms
[2021-09-30 02:29:07 main:581] : INFO : Epoch 1646 | loss: 0.0311848 | val_loss: 0.031186 | Time: 1662.05 ms
[2021-09-30 02:29:08 main:581] : INFO : Epoch 1647 | loss: 0.031185 | val_loss: 0.0311863 | Time: 1659.51 ms
[2021-09-30 02:29:10 main:581] : INFO : Epoch 1648 | loss: 0.0311875 | val_loss: 0.0311878 | Time: 1671.21 ms
[2021-09-30 02:29:12 main:581] : INFO : Epoch 1649 | loss: 0.0311864 | val_loss: 0.0311848 | Time: 1663.19 ms
[2021-09-30 02:29:13 main:581] : INFO : Epoch 1650 | loss: 0.0311847 | val_loss: 0.0311865 | Time: 1652.18 ms
[2021-09-30 02:29:15 main:581] : INFO : Epoch 1651 | loss: 0.0311852 | val_loss: 0.0311868 | Time: 1664.51 ms
[2021-09-30 02:29:17 main:581] : INFO : Epoch 1652 | loss: 0.0311848 | val_loss: 0.0311848 | Time: 1674.94 ms
[2021-09-30 02:29:18 main:581] : INFO : Epoch 1653 | loss: 0.031185 | val_loss: 0.031186 | Time: 1672.38 ms
[2021-09-30 02:29:20 main:581] : INFO : Epoch 1654 | loss: 0.0311865 | val_loss: 0.0311855 | Time: 1662.77 ms
[2021-09-30 02:29:22 main:581] : INFO : Epoch 1655 | loss: 0.0311851 | val_loss: 0.0311847 | Time: 1636.52 ms
[2021-09-30 02:29:23 main:581] : INFO : Epoch 1656 | loss: 0.0311863 | val_loss: 0.0311889 | Time: 1664.89 ms
[2021-09-30 02:29:25 main:581] : INFO : Epoch 1657 | loss: 0.0311857 | val_loss: 0.0311842 | Time: 1642.45 ms
[2021-09-30 02:29:27 main:581] : INFO : Epoch 1658 | loss: 0.0311852 | val_loss: 0.0311881 | Time: 1654.89 ms
[2021-09-30 02:29:28 main:581] : INFO : Epoch 1659 | loss: 0.0311853 | val_loss: 0.0311842 | Time: 1661.26 ms
[2021-09-30 02:29:30 main:581] : INFO : Epoch 1660 | loss: 0.0311872 | val_loss: 0.0311875 | Time: 1655.44 ms
[2021-09-30 02:29:32 main:581] : INFO : Epoch 1661 | loss: 0.031187 | val_loss: 0.0311884 | Time: 1670.1 ms
[2021-09-30 02:29:33 main:581] : INFO : Epoch 1662 | loss: 0.0311885 | val_loss: 0.0311866 | Time: 1629.14 ms
[2021-09-30 02:29:35 main:581] : INFO : Epoch 1663 | loss: 0.0311881 | val_loss: 0.0311877 | Time: 1654.48 ms
[2021-09-30 02:29:37 main:581] : INFO : Epoch 1664 | loss: 0.0311872 | val_loss: 0.0311907 | Time: 1642.37 ms
[2021-09-30 02:29:38 main:581] : INFO : Epoch 1665 | loss: 0.0311865 | val_loss: 0.0311848 | Time: 1642.67 ms
[2021-09-30 02:29:40 main:581] : INFO : Epoch 1666 | loss: 0.0311842 | val_loss: 0.0311855 | Time: 1657.27 ms
[2021-09-30 02:29:42 main:581] : INFO : Epoch 1667 | loss: 0.0311859 | val_loss: 0.0311837 | Time: 1663.96 ms
[2021-09-30 02:29:43 main:581] : INFO : Epoch 1668 | loss: 0.0311837 | val_loss: 0.0311838 | Time: 1664.29 ms
[2021-09-30 02:29:45 main:581] : INFO : Epoch 1669 | loss: 0.0311837 | val_loss: 0.031187 | Time: 1637.12 ms
[2021-09-30 02:29:47 main:581] : INFO : Epoch 1670 | loss: 0.0311854 | val_loss: 0.0311849 | Time: 1660.91 ms
[2021-09-30 02:29:48 main:581] : INFO : Epoch 1671 | loss: 0.0311842 | val_loss: 0.0311853 | Time: 1627.95 ms
[2021-09-30 02:29:50 main:581] : INFO : Epoch 1672 | loss: 0.0311846 | val_loss: 0.0311839 | Time: 1652.06 ms
[2021-09-30 02:29:51 main:581] : INFO : Epoch 1673 | loss: 0.0311831 | val_loss: 0.0311841 | Time: 1652.36 ms
[2021-09-30 02:29:53 main:581] : INFO : Epoch 1674 | loss: 0.0311859 | val_loss: 0.0311951 | Time: 1678.54 ms
[2021-09-30 02:29:55 main:581] : INFO : Epoch 1675 | loss: 0.0311904 | val_loss: 0.0311858 | Time: 1691.03 ms
[2021-09-30 02:29:56 main:581] : INFO : Epoch 1676 | loss: 0.031187 | val_loss: 0.0311857 | Time: 1630.6 ms
[2021-09-30 02:29:58 main:581] : INFO : Epoch 1677 | loss: 0.0311857 | val_loss: 0.0311861 | Time: 1616.69 ms
[2021-09-30 02:30:00 main:581] : INFO : Epoch 1678 | loss: 0.031185 | val_loss: 0.0311853 | Time: 1667.05 ms
[2021-09-30 02:30:01 main:581] : INFO : Epoch 1679 | loss: 0.0311844 | val_loss: 0.031184 | Time: 1652.99 ms
[2021-09-30 02:30:03 main:581] : INFO : Epoch 1680 | loss: 0.0311829 | val_loss: 0.0311849 | Time: 1655.17 ms
[2021-09-30 02:30:05 main:581] : INFO : Epoch 1681 | loss: 0.0311845 | val_loss: 0.0311854 | Time: 1678.75 ms
[2021-09-30 02:30:06 main:581] : INFO : Epoch 1682 | loss: 0.0311825 | val_loss: 0.0311833 | Time: 1668.01 ms
[2021-09-30 02:30:08 main:581] : INFO : Epoch 1683 | loss: 0.0311834 | val_loss: 0.0311857 | Time: 1692.72 ms
[2021-09-30 02:30:10 main:581] : INFO : Epoch 1684 | loss: 0.0311823 | val_loss: 0.0311839 | Time: 1662.38 ms
[2021-09-30 02:30:11 main:581] : INFO : Epoch 1685 | loss: 0.0311838 | val_loss: 0.0311931 | Time: 1628.4 ms
[2021-09-30 02:30:13 main:581] : INFO : Epoch 1686 | loss: 0.0311839 | val_loss: 0.0311842 | Time: 1655.05 ms
[2021-09-30 02:30:15 main:581] : INFO : Epoch 1687 | loss: 0.0311826 | val_loss: 0.0311842 | Time: 1662.99 ms
[2021-09-30 02:30:16 main:581] : INFO : Epoch 1688 | loss: 0.0311824 | val_loss: 0.0311854 | Time: 1645.77 ms
[2021-09-30 02:30:18 main:581] : INFO : Epoch 1689 | loss: 0.0311833 | val_loss: 0.0311843 | Time: 1687.51 ms
[2021-09-30 02:30:20 main:581] : INFO : Epoch 1690 | loss: 0.0311829 | val_loss: 0.0311867 | Time: 1660.78 ms
[2021-09-30 02:30:21 main:581] : INFO : Epoch 1691 | loss: 0.0311844 | val_loss: 0.0311858 | Time: 1671.06 ms
[2021-09-30 02:30:23 main:581] : INFO : Epoch 1692 | loss: 0.031186 | val_loss: 0.0311857 | Time: 1640.33 ms
[2021-09-30 02:30:25 main:581] : INFO : Epoch 1693 | loss: 0.0311853 | val_loss: 0.0311884 | Time: 1616.28 ms
[2021-09-30 02:30:26 main:581] : INFO : Epoch 1694 | loss: 0.0311842 | val_loss: 0.0311898 | Time: 1650.11 ms
[2021-09-30 02:30:28 main:581] : INFO : Epoch 1695 | loss: 0.0311855 | val_loss: 0.0311864 | Time: 1636.83 ms
[2021-09-30 02:30:30 main:581] : INFO : Epoch 1696 | loss: 0.0311832 | val_loss: 0.0311869 | Time: 1664.86 ms
[2021-09-30 02:30:31 main:581] : INFO : Epoch 1697 | loss: 0.031183 | val_loss: 0.031187 | Time: 1669.02 ms
[2021-09-30 02:30:33 main:581] : INFO : Epoch 1698 | loss: 0.0311831 | val_loss: 0.0311885 | Time: 1657.51 ms
[2021-09-30 02:30:35 main:581] : INFO : Epoch 1699 | loss: 0.0311822 | val_loss: 0.0311864 | Time: 1625.41 ms
[2021-09-30 02:30:36 main:581] : INFO : Epoch 1700 | loss: 0.0311825 | val_loss: 0.0311854 | Time: 1647.22 ms
[2021-09-30 02:30:38 main:581] : INFO : Epoch 1701 | loss: 0.0311831 | val_loss: 0.0311874 | Time: 1635.12 ms
[2021-09-30 02:30:39 main:581] : INFO : Epoch 1702 | loss: 0.0311822 | val_loss: 0.0311858 | Time: 1612.24 ms
[2021-09-30 02:30:41 main:581] : INFO : Epoch 1703 | loss: 0.031182 | val_loss: 0.0311857 | Time: 1630.23 ms
[2021-09-30 02:30:43 main:581] : INFO : Epoch 1704 | loss: 0.0311848 | val_loss: 0.0311865 | Time: 1610.89 ms
[2021-09-30 02:30:44 main:581] : INFO : Epoch 1705 | loss: 0.0311832 | val_loss: 0.0311866 | Time: 1659.44 ms
[2021-09-30 02:30:46 main:581] : INFO : Epoch 1706 | loss: 0.0311831 | val_loss: 0.0311844 | Time: 1651.19 ms
[2021-09-30 02:30:48 main:581] : INFO : Epoch 1707 | loss: 0.0311831 | val_loss: 0.0311847 | Time: 1677.71 ms
[2021-09-30 02:30:49 main:581] : INFO : Epoch 1708 | loss: 0.031182 | val_loss: 0.031185 | Time: 1644.88 ms
[2021-09-30 02:30:51 main:581] : INFO : Epoch 1709 | loss: 0.0311822 | val_loss: 0.0311852 | Time: 1650.8 ms
[2021-09-30 02:30:53 main:581] : INFO : Epoch 1710 | loss: 0.0311831 | val_loss: 0.031186 | Time: 1659.17 ms
[2021-09-30 02:30:54 main:581] : INFO : Epoch 1711 | loss: 0.0311826 | val_loss: 0.0311856 | Time: 1670.34 ms
[2021-09-30 02:30:56 main:581] : INFO : Epoch 1712 | loss: 0.0311829 | val_loss: 0.0311855 | Time: 1641.97 ms
[2021-09-30 02:30:58 main:581] : INFO : Epoch 1713 | loss: 0.0311833 | val_loss: 0.0311882 | Time: 1665.02 ms
[2021-09-30 02:30:59 main:581] : INFO : Epoch 1714 | loss: 0.0311825 | val_loss: 0.0311857 | Time: 1639.44 ms
[2021-09-30 02:31:01 main:581] : INFO : Epoch 1715 | loss: 0.0311821 | val_loss: 0.0311848 | Time: 1645.46 ms
[2021-09-30 02:31:03 main:581] : INFO : Epoch 1716 | loss: 0.031182 | val_loss: 0.0311873 | Time: 1644.57 ms
[2021-09-30 02:31:04 main:581] : INFO : Epoch 1717 | loss: 0.0311824 | val_loss: 0.0311877 | Time: 1665.45 ms
[2021-09-30 02:31:06 main:581] : INFO : Epoch 1718 | loss: 0.0311815 | val_loss: 0.031186 | Time: 1660.93 ms
[2021-09-30 02:31:08 main:581] : INFO : Epoch 1719 | loss: 0.031185 | val_loss: 0.0311873 | Time: 1663.46 ms
[2021-09-30 02:31:09 main:581] : INFO : Epoch 1720 | loss: 0.0311906 | val_loss: 0.0311886 | Time: 1645.27 ms
[2021-09-30 02:31:11 main:581] : INFO : Epoch 1721 | loss: 0.0311832 | val_loss: 0.0311866 | Time: 1631.44 ms
[2021-09-30 02:31:12 main:581] : INFO : Epoch 1722 | loss: 0.0311846 | val_loss: 0.03119 | Time: 1654.93 ms
[2021-09-30 02:31:14 main:581] : INFO : Epoch 1723 | loss: 0.0311944 | val_loss: 0.0311925 | Time: 1664.77 ms
[2021-09-30 02:31:16 main:581] : INFO : Epoch 1724 | loss: 0.0311939 | val_loss: 0.0311949 | Time: 1664.28 ms
[2021-09-30 02:31:17 main:581] : INFO : Epoch 1725 | loss: 0.0311962 | val_loss: 0.0311957 | Time: 1654.59 ms
[2021-09-30 02:31:19 main:581] : INFO : Epoch 1726 | loss: 0.0311909 | val_loss: 0.0311898 | Time: 1675.57 ms
[2021-09-30 02:31:21 main:581] : INFO : Epoch 1727 | loss: 0.0311884 | val_loss: 0.0311913 | Time: 1694.71 ms
[2021-09-30 02:31:23 main:581] : INFO : Epoch 1728 | loss: 0.0311882 | val_loss: 0.0311897 | Time: 1670.27 ms
[2021-09-30 02:31:24 main:581] : INFO : Epoch 1729 | loss: 0.0311888 | val_loss: 0.0311878 | Time: 1686.42 ms
[2021-09-30 02:31:26 main:581] : INFO : Epoch 1730 | loss: 0.0311892 | val_loss: 0.0311916 | Time: 1686.39 ms
[2021-09-30 02:31:28 main:581] : INFO : Epoch 1731 | loss: 0.03119 | val_loss: 0.0311887 | Time: 1674.53 ms
[2021-09-30 02:31:29 main:581] : INFO : Epoch 1732 | loss: 0.031189 | val_loss: 0.0311885 | Time: 1637.42 ms
[2021-09-30 02:31:31 main:581] : INFO : Epoch 1733 | loss: 0.0311881 | val_loss: 0.0311881 | Time: 1697.32 ms
[2021-09-30 02:31:33 main:581] : INFO : Epoch 1734 | loss: 0.0311877 | val_loss: 0.0311877 | Time: 1672.77 ms
[2021-09-30 02:31:34 main:581] : INFO : Epoch 1735 | loss: 0.0311889 | val_loss: 0.031191 | Time: 1690.07 ms
[2021-09-30 02:31:36 main:581] : INFO : Epoch 1736 | loss: 0.0311873 | val_loss: 0.0311894 | Time: 1611.53 ms
[2021-09-30 02:31:37 main:581] : INFO : Epoch 1737 | loss: 0.0311873 | val_loss: 0.031188 | Time: 1614.65 ms
[2021-09-30 02:31:39 main:581] : INFO : Epoch 1738 | loss: 0.0311872 | val_loss: 0.0311873 | Time: 1614.46 ms
[2021-09-30 02:31:41 main:581] : INFO : Epoch 1739 | loss: 0.0311876 | val_loss: 0.0311899 | Time: 1610.26 ms
[2021-09-30 02:31:42 main:581] : INFO : Epoch 1740 | loss: 0.0311879 | val_loss: 0.0311883 | Time: 1598.53 ms
[2021-09-30 02:31:44 main:581] : INFO : Epoch 1741 | loss: 0.0311904 | val_loss: 0.0311899 | Time: 1603.06 ms
[2021-09-30 02:31:46 main:581] : INFO : Epoch 1742 | loss: 0.031191 | val_loss: 0.0311905 | Time: 1620.5 ms
[2021-09-30 02:31:47 main:581] : INFO : Epoch 1743 | loss: 0.0311903 | val_loss: 0.0311898 | Time: 1627.42 ms
[2021-09-30 02:31:49 main:581] : INFO : Epoch 1744 | loss: 0.0311909 | val_loss: 0.0311907 | Time: 1638.75 ms
[2021-09-30 02:31:50 main:581] : INFO : Epoch 1745 | loss: 0.0311918 | val_loss: 0.0311871 | Time: 1588.95 ms
[2021-09-30 02:31:52 main:581] : INFO : Epoch 1746 | loss: 0.0311906 | val_loss: 0.031189 | Time: 1610.34 ms
[2021-09-30 02:31:54 main:581] : INFO : Epoch 1747 | loss: 0.0311949 | val_loss: 0.0312027 | Time: 1612.46 ms
[2021-09-30 02:31:55 main:581] : INFO : Epoch 1748 | loss: 0.0312018 | val_loss: 0.0312034 | Time: 1614.43 ms
[2021-09-30 02:31:57 main:581] : INFO : Epoch 1749 | loss: 0.0312012 | val_loss: 0.0312044 | Time: 1611.58 ms
[2021-09-30 02:31:58 main:581] : INFO : Epoch 1750 | loss: 0.0311995 | val_loss: 0.0312018 | Time: 1607.06 ms
[2021-09-30 02:32:00 main:581] : INFO : Epoch 1751 | loss: 0.0312003 | val_loss: 0.0312033 | Time: 1604.76 ms
[2021-09-30 02:32:02 main:581] : INFO : Epoch 1752 | loss: 0.0311982 | val_loss: 0.0312009 | Time: 1658.58 ms
[2021-09-30 02:32:03 main:581] : INFO : Epoch 1753 | loss: 0.0311985 | val_loss: 0.0312012 | Time: 1637.25 ms
[2021-09-30 02:32:05 main:581] : INFO : Epoch 1754 | loss: 0.0311987 | val_loss: 0.0312011 | Time: 1643.7 ms
[2021-09-30 02:32:07 main:581] : INFO : Epoch 1755 | loss: 0.0311977 | val_loss: 0.0312022 | Time: 1652.91 ms
[2021-09-30 02:32:08 main:581] : INFO : Epoch 1756 | loss: 0.0312022 | val_loss: 0.0312024 | Time: 1619.77 ms
[2021-09-30 02:32:10 main:581] : INFO : Epoch 1757 | loss: 0.0311991 | val_loss: 0.0312 | Time: 1647.95 ms
[2021-09-30 02:32:12 main:581] : INFO : Epoch 1758 | loss: 0.0311981 | val_loss: 0.0312005 | Time: 1652.71 ms
[2021-09-30 02:32:13 main:581] : INFO : Epoch 1759 | loss: 0.0311992 | val_loss: 0.0312006 | Time: 1637.09 ms
[2021-09-30 02:32:15 main:581] : INFO : Epoch 1760 | loss: 0.0311993 | val_loss: 0.0312021 | Time: 1644.27 ms
[2021-09-30 02:32:16 main:581] : INFO : Epoch 1761 | loss: 0.0312031 | val_loss: 0.031203 | Time: 1639.03 ms
[2021-09-30 02:32:18 main:581] : INFO : Epoch 1762 | loss: 0.0311982 | val_loss: 0.0311999 | Time: 1655.35 ms
[2021-09-30 02:32:20 main:581] : INFO : Epoch 1763 | loss: 0.0311969 | val_loss: 0.0311994 | Time: 1654.56 ms
[2021-09-30 02:32:21 main:581] : INFO : Epoch 1764 | loss: 0.0311958 | val_loss: 0.0311989 | Time: 1664.72 ms
[2021-09-30 02:32:23 main:581] : INFO : Epoch 1765 | loss: 0.0311955 | val_loss: 0.0311994 | Time: 1663.21 ms
[2021-09-30 02:32:25 main:581] : INFO : Epoch 1766 | loss: 0.0311974 | val_loss: 0.0311984 | Time: 1667.86 ms
[2021-09-30 02:32:26 main:581] : INFO : Epoch 1767 | loss: 0.0311962 | val_loss: 0.0311992 | Time: 1657.05 ms
[2021-09-30 02:32:28 main:581] : INFO : Epoch 1768 | loss: 0.0311958 | val_loss: 0.0311994 | Time: 1668.22 ms
[2021-09-30 02:32:30 main:581] : INFO : Epoch 1769 | loss: 0.0311966 | val_loss: 0.0311993 | Time: 1660.68 ms
[2021-09-30 02:32:31 main:581] : INFO : Epoch 1770 | loss: 0.0311958 | val_loss: 0.0311992 | Time: 1645.68 ms
[2021-09-30 02:32:33 main:581] : INFO : Epoch 1771 | loss: 0.0311959 | val_loss: 0.031199 | Time: 1671.67 ms
[2021-09-30 02:32:35 main:581] : INFO : Epoch 1772 | loss: 0.0311956 | val_loss: 0.031199 | Time: 1681.13 ms
[2021-09-30 02:32:36 main:581] : INFO : Epoch 1773 | loss: 0.0311965 | val_loss: 0.0311992 | Time: 1657.49 ms
[2021-09-30 02:32:38 main:581] : INFO : Epoch 1774 | loss: 0.0311957 | val_loss: 0.0311978 | Time: 1644.22 ms
[2021-09-30 02:32:40 main:581] : INFO : Epoch 1775 | loss: 0.0311946 | val_loss: 0.0311967 | Time: 1671.53 ms
[2021-09-30 02:32:41 main:581] : INFO : Epoch 1776 | loss: 0.0311948 | val_loss: 0.0311967 | Time: 1668.07 ms
[2021-09-30 02:32:43 main:581] : INFO : Epoch 1777 | loss: 0.031194 | val_loss: 0.0311986 | Time: 1679.09 ms
[2021-09-30 02:32:45 main:581] : INFO : Epoch 1778 | loss: 0.0311952 | val_loss: 0.0311978 | Time: 1653.96 ms
[2021-09-30 02:32:46 main:581] : INFO : Epoch 1779 | loss: 0.0311955 | val_loss: 0.0311972 | Time: 1657.54 ms
[2021-09-30 02:32:48 main:581] : INFO : Epoch 1780 | loss: 0.0311956 | val_loss: 0.0311976 | Time: 1649.62 ms
[2021-09-30 02:32:50 main:581] : INFO : Epoch 1781 | loss: 0.0311952 | val_loss: 0.0311967 | Time: 1663.22 ms
[2021-09-30 02:32:51 main:581] : INFO : Epoch 1782 | loss: 0.0311956 | val_loss: 0.0311977 | Time: 1659.73 ms
[2021-09-30 02:32:53 main:581] : INFO : Epoch 1783 | loss: 0.0311954 | val_loss: 0.0312016 | Time: 1674.54 ms
[2021-09-30 02:32:55 main:581] : INFO : Epoch 1784 | loss: 0.0311979 | val_loss: 0.0311979 | Time: 1655.88 ms
[2021-09-30 02:32:56 main:581] : INFO : Epoch 1785 | loss: 0.0311954 | val_loss: 0.0311982 | Time: 1670.19 ms
[2021-09-30 02:32:58 main:581] : INFO : Epoch 1786 | loss: 0.0311952 | val_loss: 0.0312031 | Time: 1672.91 ms
[2021-09-30 02:33:00 main:581] : INFO : Epoch 1787 | loss: 0.0311981 | val_loss: 0.0311987 | Time: 1683.03 ms
[2021-09-30 02:33:01 main:581] : INFO : Epoch 1788 | loss: 0.0311952 | val_loss: 0.0311983 | Time: 1695.7 ms
[2021-09-30 02:33:03 main:581] : INFO : Epoch 1789 | loss: 0.0311974 | val_loss: 0.0312024 | Time: 1651.93 ms
[2021-09-30 02:33:05 main:581] : INFO : Epoch 1790 | loss: 0.0312007 | val_loss: 0.031198 | Time: 1659.08 ms
[2021-09-30 02:33:06 main:581] : INFO : Epoch 1791 | loss: 0.0311954 | val_loss: 0.031197 | Time: 1658.89 ms
[2021-09-30 02:33:08 main:581] : INFO : Epoch 1792 | loss: 0.0311961 | val_loss: 0.0312031 | Time: 1636.32 ms
[2021-09-30 02:33:10 main:581] : INFO : Epoch 1793 | loss: 0.0311956 | val_loss: 0.0311969 | Time: 1646.87 ms
[2021-09-30 02:33:11 main:581] : INFO : Epoch 1794 | loss: 0.0311935 | val_loss: 0.0311979 | Time: 1672.79 ms
[2021-09-30 02:33:13 main:581] : INFO : Epoch 1795 | loss: 0.0311944 | val_loss: 0.0312052 | Time: 1648.33 ms
[2021-09-30 02:33:15 main:581] : INFO : Epoch 1796 | loss: 0.0311976 | val_loss: 0.0312062 | Time: 1653.85 ms
[2021-09-30 02:33:16 main:581] : INFO : Epoch 1797 | loss: 0.0311959 | val_loss: 0.0311978 | Time: 1656.6 ms
[2021-09-30 02:33:18 main:581] : INFO : Epoch 1798 | loss: 0.0311933 | val_loss: 0.0311968 | Time: 1649.39 ms
[2021-09-30 02:33:20 main:581] : INFO : Epoch 1799 | loss: 0.0311935 | val_loss: 0.0311984 | Time: 1660.91 ms
[2021-09-30 02:33:21 main:581] : INFO : Epoch 1800 | loss: 0.0311944 | val_loss: 0.031196 | Time: 1660.81 ms
[2021-09-30 02:33:23 main:581] : INFO : Epoch 1801 | loss: 0.0311958 | val_loss: 0.0311962 | Time: 1656.31 ms
[2021-09-30 02:33:25 main:581] : INFO : Epoch 1802 | loss: 0.0311935 | val_loss: 0.0311963 | Time: 1637.07 ms
[2021-09-30 02:33:26 main:581] : INFO : Epoch 1803 | loss: 0.0311955 | val_loss: 0.0311974 | Time: 1676.67 ms
[2021-09-30 02:33:28 main:581] : INFO : Epoch 1804 | loss: 0.0311922 | val_loss: 0.031196 | Time: 1660.78 ms
[2021-09-30 02:33:30 main:581] : INFO : Epoch 1805 | loss: 0.0311914 | val_loss: 0.0311971 | Time: 1662.2 ms
[2021-09-30 02:33:31 main:581] : INFO : Epoch 1806 | loss: 0.0311916 | val_loss: 0.0311959 | Time: 1634.45 ms
[2021-09-30 02:33:33 main:581] : INFO : Epoch 1807 | loss: 0.0311924 | val_loss: 0.0312005 | Time: 1628.91 ms
[2021-09-30 02:33:34 main:581] : INFO : Epoch 1808 | loss: 0.0311929 | val_loss: 0.0311961 | Time: 1635.57 ms
[2021-09-30 02:33:36 main:581] : INFO : Epoch 1809 | loss: 0.0311916 | val_loss: 0.0311974 | Time: 1622.2 ms
[2021-09-30 02:33:38 main:581] : INFO : Epoch 1810 | loss: 0.0311921 | val_loss: 0.0311946 | Time: 1671.12 ms
[2021-09-30 02:33:39 main:581] : INFO : Epoch 1811 | loss: 0.0311925 | val_loss: 0.0311997 | Time: 1653.85 ms
[2021-09-30 02:33:41 main:581] : INFO : Epoch 1812 | loss: 0.0311918 | val_loss: 0.0311951 | Time: 1666.81 ms
[2021-09-30 02:33:43 main:581] : INFO : Epoch 1813 | loss: 0.0311918 | val_loss: 0.0311959 | Time: 1698.22 ms
[2021-09-30 02:33:45 main:581] : INFO : Epoch 1814 | loss: 0.0311926 | val_loss: 0.0311984 | Time: 1713.48 ms
[2021-09-30 02:33:46 main:581] : INFO : Epoch 1815 | loss: 0.0311942 | val_loss: 0.0312018 | Time: 1684.45 ms
[2021-09-30 02:33:48 main:581] : INFO : Epoch 1816 | loss: 0.0311925 | val_loss: 0.0312013 | Time: 1677.47 ms
[2021-09-30 02:33:50 main:581] : INFO : Epoch 1817 | loss: 0.031192 | val_loss: 0.0311933 | Time: 1651.33 ms
[2021-09-30 02:33:51 main:581] : INFO : Epoch 1818 | loss: 0.0311923 | val_loss: 0.0311977 | Time: 1698.5 ms
[2021-09-30 02:33:53 main:581] : INFO : Epoch 1819 | loss: 0.0311931 | val_loss: 0.0311937 | Time: 1687.72 ms
[2021-09-30 02:33:55 main:581] : INFO : Epoch 1820 | loss: 0.0311933 | val_loss: 0.0312012 | Time: 1652.24 ms
[2021-09-30 02:33:56 main:581] : INFO : Epoch 1821 | loss: 0.031196 | val_loss: 0.0312011 | Time: 1655.07 ms
[2021-09-30 02:33:58 main:581] : INFO : Epoch 1822 | loss: 0.031195 | val_loss: 0.0311968 | Time: 1630.64 ms
[2021-09-30 02:34:00 main:581] : INFO : Epoch 1823 | loss: 0.0311932 | val_loss: 0.0311961 | Time: 1681.98 ms
[2021-09-30 02:34:01 main:581] : INFO : Epoch 1824 | loss: 0.0311937 | val_loss: 0.0311998 | Time: 1684.53 ms
[2021-09-30 02:34:03 main:581] : INFO : Epoch 1825 | loss: 0.0311992 | val_loss: 0.0311984 | Time: 1631.17 ms
[2021-09-30 02:34:05 main:581] : INFO : Epoch 1826 | loss: 0.0311934 | val_loss: 0.0311971 | Time: 1684.33 ms
[2021-09-30 02:34:06 main:581] : INFO : Epoch 1827 | loss: 0.0311919 | val_loss: 0.0311959 | Time: 1665.73 ms
[2021-09-30 02:34:08 main:581] : INFO : Epoch 1828 | loss: 0.0311906 | val_loss: 0.0311961 | Time: 1664.6 ms
[2021-09-30 02:34:10 main:581] : INFO : Epoch 1829 | loss: 0.0311913 | val_loss: 0.0311943 | Time: 1655.18 ms
[2021-09-30 02:34:11 main:581] : INFO : Epoch 1830 | loss: 0.0311931 | val_loss: 0.0311969 | Time: 1632.69 ms
[2021-09-30 02:34:13 main:581] : INFO : Epoch 1831 | loss: 0.0311911 | val_loss: 0.0311965 | Time: 1628.65 ms
[2021-09-30 02:34:14 main:581] : INFO : Epoch 1832 | loss: 0.0311898 | val_loss: 0.0311959 | Time: 1628.06 ms
[2021-09-30 02:34:16 main:581] : INFO : Epoch 1833 | loss: 0.0311909 | val_loss: 0.031194 | Time: 1631.17 ms
[2021-09-30 02:34:18 main:581] : INFO : Epoch 1834 | loss: 0.0311945 | val_loss: 0.0312007 | Time: 1656.69 ms
[2021-09-30 02:34:19 main:581] : INFO : Epoch 1835 | loss: 0.0311914 | val_loss: 0.0311942 | Time: 1650.5 ms
[2021-09-30 02:34:21 main:581] : INFO : Epoch 1836 | loss: 0.0311898 | val_loss: 0.0311945 | Time: 1662.8 ms
[2021-09-30 02:34:23 main:581] : INFO : Epoch 1837 | loss: 0.0311899 | val_loss: 0.031194 | Time: 1658.12 ms
[2021-09-30 02:34:24 main:581] : INFO : Epoch 1838 | loss: 0.0311901 | val_loss: 0.0311941 | Time: 1666.41 ms
[2021-09-30 02:34:26 main:581] : INFO : Epoch 1839 | loss: 0.0311899 | val_loss: 0.0311976 | Time: 1659.16 ms
[2021-09-30 02:34:28 main:581] : INFO : Epoch 1840 | loss: 0.0311899 | val_loss: 0.0311935 | Time: 1642.26 ms
[2021-09-30 02:34:29 main:581] : INFO : Epoch 1841 | loss: 0.0311902 | val_loss: 0.0311927 | Time: 1640.38 ms
[2021-09-30 02:34:31 main:581] : INFO : Epoch 1842 | loss: 0.0311892 | val_loss: 0.0311972 | Time: 1661.68 ms
[2021-09-30 02:34:33 main:581] : INFO : Epoch 1843 | loss: 0.0311904 | val_loss: 0.0311929 | Time: 1642.43 ms
[2021-09-30 02:34:34 main:581] : INFO : Epoch 1844 | loss: 0.0311921 | val_loss: 0.0312015 | Time: 1653.01 ms
[2021-09-30 02:34:36 main:581] : INFO : Epoch 1845 | loss: 0.0311964 | val_loss: 0.0312043 | Time: 1668.19 ms
[2021-09-30 02:34:38 main:581] : INFO : Epoch 1846 | loss: 0.0311942 | val_loss: 0.0311946 | Time: 1638.35 ms
[2021-09-30 02:34:39 main:581] : INFO : Epoch 1847 | loss: 0.0311906 | val_loss: 0.0311934 | Time: 1639.2 ms
[2021-09-30 02:34:41 main:581] : INFO : Epoch 1848 | loss: 0.0311904 | val_loss: 0.0311922 | Time: 1643.05 ms
[2021-09-30 02:34:42 main:581] : INFO : Epoch 1849 | loss: 0.03119 | val_loss: 0.0311918 | Time: 1632.62 ms
[2021-09-30 02:34:44 main:581] : INFO : Epoch 1850 | loss: 0.031193 | val_loss: 0.0312041 | Time: 1644.51 ms
[2021-09-30 02:34:46 main:581] : INFO : Epoch 1851 | loss: 0.0311889 | val_loss: 0.0311914 | Time: 1645.76 ms
[2021-09-30 02:34:47 main:581] : INFO : Epoch 1852 | loss: 0.0311883 | val_loss: 0.0311917 | Time: 1619.15 ms
[2021-09-30 02:34:49 main:581] : INFO : Epoch 1853 | loss: 0.0311895 | val_loss: 0.031202 | Time: 1649.15 ms
[2021-09-30 02:34:51 main:581] : INFO : Epoch 1854 | loss: 0.0311956 | val_loss: 0.0311924 | Time: 1646.24 ms
[2021-09-30 02:34:52 main:581] : INFO : Epoch 1855 | loss: 0.0311939 | val_loss: 0.031195 | Time: 1678.72 ms
[2021-09-30 02:34:54 main:581] : INFO : Epoch 1856 | loss: 0.0311905 | val_loss: 0.031193 | Time: 1669.09 ms
[2021-09-30 02:34:56 main:581] : INFO : Epoch 1857 | loss: 0.0311914 | val_loss: 0.0311945 | Time: 1651.59 ms
[2021-09-30 02:34:57 main:581] : INFO : Epoch 1858 | loss: 0.0311914 | val_loss: 0.0311928 | Time: 1659.74 ms
[2021-09-30 02:34:59 main:581] : INFO : Epoch 1859 | loss: 0.0311909 | val_loss: 0.0311935 | Time: 1671.57 ms
[2021-09-30 02:35:01 main:581] : INFO : Epoch 1860 | loss: 0.0311898 | val_loss: 0.0311935 | Time: 1650.84 ms
[2021-09-30 02:35:02 main:581] : INFO : Epoch 1861 | loss: 0.0311906 | val_loss: 0.0311976 | Time: 1640.81 ms
[2021-09-30 02:35:04 main:581] : INFO : Epoch 1862 | loss: 0.0311902 | val_loss: 0.0311917 | Time: 1635.57 ms
[2021-09-30 02:35:06 main:581] : INFO : Epoch 1863 | loss: 0.0311895 | val_loss: 0.0311914 | Time: 1654.3 ms
[2021-09-30 02:35:07 main:581] : INFO : Epoch 1864 | loss: 0.0311895 | val_loss: 0.0311918 | Time: 1637.74 ms
[2021-09-30 02:35:09 main:581] : INFO : Epoch 1865 | loss: 0.0311884 | val_loss: 0.0311927 | Time: 1657.95 ms
[2021-09-30 02:35:11 main:581] : INFO : Epoch 1866 | loss: 0.0311883 | val_loss: 0.0311913 | Time: 1658.58 ms
[2021-09-30 02:35:12 main:581] : INFO : Epoch 1867 | loss: 0.0311905 | val_loss: 0.0311953 | Time: 1684.21 ms
[2021-09-30 02:35:14 main:581] : INFO : Epoch 1868 | loss: 0.0311924 | val_loss: 0.0311899 | Time: 1661.45 ms
[2021-09-30 02:35:16 main:581] : INFO : Epoch 1869 | loss: 0.0311917 | val_loss: 0.0311928 | Time: 1678.04 ms
[2021-09-30 02:35:17 main:581] : INFO : Epoch 1870 | loss: 0.031191 | val_loss: 0.0311902 | Time: 1683.21 ms
[2021-09-30 02:35:19 main:581] : INFO : Epoch 1871 | loss: 0.0311887 | val_loss: 0.0311894 | Time: 1678.89 ms
[2021-09-30 02:35:21 main:581] : INFO : Epoch 1872 | loss: 0.0311877 | val_loss: 0.0311891 | Time: 1680.92 ms
[2021-09-30 02:35:22 main:581] : INFO : Epoch 1873 | loss: 0.0311888 | val_loss: 0.031197 | Time: 1671.51 ms
[2021-09-30 02:35:24 main:581] : INFO : Epoch 1874 | loss: 0.0311902 | val_loss: 0.0311892 | Time: 1677.49 ms
[2021-09-30 02:35:26 main:581] : INFO : Epoch 1875 | loss: 0.0311876 | val_loss: 0.0311893 | Time: 1666.9 ms
[2021-09-30 02:35:27 main:581] : INFO : Epoch 1876 | loss: 0.0311885 | val_loss: 0.031189 | Time: 1671.92 ms
[2021-09-30 02:35:29 main:581] : INFO : Epoch 1877 | loss: 0.0311879 | val_loss: 0.0311894 | Time: 1670.08 ms
[2021-09-30 02:35:31 main:581] : INFO : Epoch 1878 | loss: 0.0311878 | val_loss: 0.0311895 | Time: 1663.06 ms
[2021-09-30 02:35:32 main:581] : INFO : Epoch 1879 | loss: 0.0311884 | val_loss: 0.0311885 | Time: 1633.92 ms
[2021-09-30 02:35:34 main:581] : INFO : Epoch 1880 | loss: 0.0311871 | val_loss: 0.0311878 | Time: 1679.78 ms
[2021-09-30 02:35:36 main:581] : INFO : Epoch 1881 | loss: 0.0311868 | val_loss: 0.0311895 | Time: 1653.07 ms
[2021-09-30 02:35:37 main:581] : INFO : Epoch 1882 | loss: 0.0311869 | val_loss: 0.031189 | Time: 1660.81 ms
[2021-09-30 02:35:39 main:581] : INFO : Epoch 1883 | loss: 0.0311879 | val_loss: 0.0311911 | Time: 1653.14 ms
[2021-09-30 02:35:41 main:581] : INFO : Epoch 1884 | loss: 0.0311887 | val_loss: 0.0311872 | Time: 1673.46 ms
[2021-09-30 02:35:42 main:581] : INFO : Epoch 1885 | loss: 0.031187 | val_loss: 0.031187 | Time: 1697.7 ms
[2021-09-30 02:35:44 main:581] : INFO : Epoch 1886 | loss: 0.0311876 | val_loss: 0.0311869 | Time: 1654.07 ms
[2021-09-30 02:35:46 main:581] : INFO : Epoch 1887 | loss: 0.0311868 | val_loss: 0.0311869 | Time: 1643.47 ms
[2021-09-30 02:35:47 main:581] : INFO : Epoch 1888 | loss: 0.0311857 | val_loss: 0.0311873 | Time: 1659.45 ms
[2021-09-30 02:35:49 main:581] : INFO : Epoch 1889 | loss: 0.0311864 | val_loss: 0.0311867 | Time: 1680.54 ms
[2021-09-30 02:35:51 main:581] : INFO : Epoch 1890 | loss: 0.0311853 | val_loss: 0.0311863 | Time: 1641.77 ms
[2021-09-30 02:35:52 main:581] : INFO : Epoch 1891 | loss: 0.0311853 | val_loss: 0.0311864 | Time: 1664.19 ms
[2021-09-30 02:35:54 main:581] : INFO : Epoch 1892 | loss: 0.0311853 | val_loss: 0.0311863 | Time: 1640.59 ms
[2021-09-30 02:35:55 main:581] : INFO : Epoch 1893 | loss: 0.0311852 | val_loss: 0.031187 | Time: 1625.49 ms
[2021-09-30 02:35:57 main:581] : INFO : Epoch 1894 | loss: 0.0311865 | val_loss: 0.031187 | Time: 1644.72 ms
[2021-09-30 02:35:59 main:581] : INFO : Epoch 1895 | loss: 0.0311889 | val_loss: 0.0311855 | Time: 1628.92 ms
[2021-09-30 02:36:00 main:581] : INFO : Epoch 1896 | loss: 0.0311854 | val_loss: 0.0311856 | Time: 1624.1 ms
[2021-09-30 02:36:02 main:581] : INFO : Epoch 1897 | loss: 0.0311869 | val_loss: 0.03119 | Time: 1651.7 ms
[2021-09-30 02:36:04 main:581] : INFO : Epoch 1898 | loss: 0.0311885 | val_loss: 0.0311868 | Time: 1630.21 ms
[2021-09-30 02:36:05 main:581] : INFO : Epoch 1899 | loss: 0.0311856 | val_loss: 0.0311865 | Time: 1644.81 ms
[2021-09-30 02:36:07 main:581] : INFO : Epoch 1900 | loss: 0.0311848 | val_loss: 0.0311858 | Time: 1618.7 ms
[2021-09-30 02:36:09 main:581] : INFO : Epoch 1901 | loss: 0.0311845 | val_loss: 0.0311864 | Time: 1623.74 ms
[2021-09-30 02:36:10 main:581] : INFO : Epoch 1902 | loss: 0.0311851 | val_loss: 0.0311903 | Time: 1646.65 ms
[2021-09-30 02:36:12 main:581] : INFO : Epoch 1903 | loss: 0.0311857 | val_loss: 0.0311893 | Time: 1660.22 ms
[2021-09-30 02:36:14 main:581] : INFO : Epoch 1904 | loss: 0.0311854 | val_loss: 0.0311865 | Time: 1678.14 ms
[2021-09-30 02:36:15 main:581] : INFO : Epoch 1905 | loss: 0.0311851 | val_loss: 0.0311894 | Time: 1672.59 ms
[2021-09-30 02:36:17 main:581] : INFO : Epoch 1906 | loss: 0.0311865 | val_loss: 0.0311936 | Time: 1655.78 ms
[2021-09-30 02:36:19 main:581] : INFO : Epoch 1907 | loss: 0.0311886 | val_loss: 0.0311876 | Time: 1629.71 ms
[2021-09-30 02:36:20 main:581] : INFO : Epoch 1908 | loss: 0.0311868 | val_loss: 0.0311873 | Time: 1643.78 ms
[2021-09-30 02:36:22 main:581] : INFO : Epoch 1909 | loss: 0.0311854 | val_loss: 0.0311868 | Time: 1643.08 ms
[2021-09-30 02:36:23 main:581] : INFO : Epoch 1910 | loss: 0.0311855 | val_loss: 0.0311864 | Time: 1689.71 ms
[2021-09-30 02:36:25 main:581] : INFO : Epoch 1911 | loss: 0.0311853 | val_loss: 0.031187 | Time: 1635.91 ms
[2021-09-30 02:36:27 main:581] : INFO : Epoch 1912 | loss: 0.0311853 | val_loss: 0.0311868 | Time: 1673.23 ms
[2021-09-30 02:36:28 main:581] : INFO : Epoch 1913 | loss: 0.0311862 | val_loss: 0.0311861 | Time: 1653.24 ms
[2021-09-30 02:36:30 main:581] : INFO : Epoch 1914 | loss: 0.0311861 | val_loss: 0.0311861 | Time: 1695.85 ms
[2021-09-30 02:36:32 main:581] : INFO : Epoch 1915 | loss: 0.0311855 | val_loss: 0.0311856 | Time: 1683.97 ms
[2021-09-30 02:36:33 main:581] : INFO : Epoch 1916 | loss: 0.0311856 | val_loss: 0.0311862 | Time: 1664.46 ms
[2021-09-30 02:36:35 main:581] : INFO : Epoch 1917 | loss: 0.0311872 | val_loss: 0.0311855 | Time: 1661.16 ms
[2021-09-30 02:36:37 main:581] : INFO : Epoch 1918 | loss: 0.0311857 | val_loss: 0.0311874 | Time: 1679.63 ms
[2021-09-30 02:36:38 main:581] : INFO : Epoch 1919 | loss: 0.0311858 | val_loss: 0.0311852 | Time: 1652.53 ms
[2021-09-30 02:36:40 main:581] : INFO : Epoch 1920 | loss: 0.0311853 | val_loss: 0.0311852 | Time: 1652.8 ms
[2021-09-30 02:36:42 main:581] : INFO : Epoch 1921 | loss: 0.0311845 | val_loss: 0.0311859 | Time: 1638.75 ms
[2021-09-30 02:36:43 main:581] : INFO : Epoch 1922 | loss: 0.0311853 | val_loss: 0.0311851 | Time: 1632.03 ms
[2021-09-30 02:36:45 main:581] : INFO : Epoch 1923 | loss: 0.0311866 | val_loss: 0.0311855 | Time: 1637.42 ms
[2021-09-30 02:36:47 main:581] : INFO : Epoch 1924 | loss: 0.0311881 | val_loss: 0.0311883 | Time: 1626.3 ms
[2021-09-30 02:36:48 main:581] : INFO : Epoch 1925 | loss: 0.0311866 | val_loss: 0.0311892 | Time: 1644.4 ms
[2021-09-30 02:36:50 main:581] : INFO : Epoch 1926 | loss: 0.0311873 | val_loss: 0.0311856 | Time: 1660.99 ms
[2021-09-30 02:36:52 main:581] : INFO : Epoch 1927 | loss: 0.0311848 | val_loss: 0.0311858 | Time: 1650.24 ms
[2021-09-30 02:36:53 main:581] : INFO : Epoch 1928 | loss: 0.0311864 | val_loss: 0.0311878 | Time: 1653.38 ms
[2021-09-30 02:36:55 main:581] : INFO : Epoch 1929 | loss: 0.0311862 | val_loss: 0.031185 | Time: 1644.11 ms
[2021-09-30 02:36:57 main:581] : INFO : Epoch 1930 | loss: 0.0311895 | val_loss: 0.031188 | Time: 1618.89 ms
[2021-09-30 02:36:58 main:581] : INFO : Epoch 1931 | loss: 0.0311891 | val_loss: 0.0311885 | Time: 1648.42 ms
[2021-09-30 02:37:00 main:581] : INFO : Epoch 1932 | loss: 0.0311856 | val_loss: 0.0311856 | Time: 1626.5 ms
[2021-09-30 02:37:01 main:581] : INFO : Epoch 1933 | loss: 0.0311843 | val_loss: 0.0311849 | Time: 1663.1 ms
[2021-09-30 02:37:03 main:581] : INFO : Epoch 1934 | loss: 0.0311845 | val_loss: 0.031185 | Time: 1626.13 ms
[2021-09-30 02:37:05 main:581] : INFO : Epoch 1935 | loss: 0.0311841 | val_loss: 0.0311908 | Time: 1600.04 ms
[2021-09-30 02:37:06 main:581] : INFO : Epoch 1936 | loss: 0.0311877 | val_loss: 0.0311842 | Time: 1623.54 ms
[2021-09-30 02:37:08 main:581] : INFO : Epoch 1937 | loss: 0.0311839 | val_loss: 0.0311839 | Time: 1619.37 ms
[2021-09-30 02:37:10 main:581] : INFO : Epoch 1938 | loss: 0.031184 | val_loss: 0.0311846 | Time: 1609.12 ms
[2021-09-30 02:37:11 main:581] : INFO : Epoch 1939 | loss: 0.0311841 | val_loss: 0.0311933 | Time: 1608.52 ms
[2021-09-30 02:37:13 main:581] : INFO : Epoch 1940 | loss: 0.0311847 | val_loss: 0.0311853 | Time: 1612.15 ms
[2021-09-30 02:37:14 main:581] : INFO : Epoch 1941 | loss: 0.0311841 | val_loss: 0.031184 | Time: 1631.8 ms
[2021-09-30 02:37:16 main:581] : INFO : Epoch 1942 | loss: 0.031184 | val_loss: 0.031188 | Time: 1651.61 ms
[2021-09-30 02:37:18 main:581] : INFO : Epoch 1943 | loss: 0.0311873 | val_loss: 0.0311883 | Time: 1674.56 ms
[2021-09-30 02:37:19 main:581] : INFO : Epoch 1944 | loss: 0.0311846 | val_loss: 0.0311848 | Time: 1660.64 ms
[2021-09-30 02:37:21 main:581] : INFO : Epoch 1945 | loss: 0.0311837 | val_loss: 0.0311897 | Time: 1649.38 ms
[2021-09-30 02:37:23 main:581] : INFO : Epoch 1946 | loss: 0.0311849 | val_loss: 0.0311877 | Time: 1662.02 ms
[2021-09-30 02:37:24 main:581] : INFO : Epoch 1947 | loss: 0.0311846 | val_loss: 0.0311862 | Time: 1663.15 ms
[2021-09-30 02:37:26 main:581] : INFO : Epoch 1948 | loss: 0.0311836 | val_loss: 0.031186 | Time: 1663.32 ms
[2021-09-30 02:37:28 main:581] : INFO : Epoch 1949 | loss: 0.0311834 | val_loss: 0.0311862 | Time: 1677.44 ms
[2021-09-30 02:37:29 main:581] : INFO : Epoch 1950 | loss: 0.0311841 | val_loss: 0.0311854 | Time: 1677.6 ms
[2021-09-30 02:37:31 main:581] : INFO : Epoch 1951 | loss: 0.0311866 | val_loss: 0.0311896 | Time: 1675.3 ms
[2021-09-30 02:37:33 main:581] : INFO : Epoch 1952 | loss: 0.0311858 | val_loss: 0.0311908 | Time: 1655.75 ms
[2021-09-30 02:37:34 main:581] : INFO : Epoch 1953 | loss: 0.031186 | val_loss: 0.0311852 | Time: 1667.94 ms
[2021-09-30 02:37:36 main:581] : INFO : Epoch 1954 | loss: 0.0311856 | val_loss: 0.0311868 | Time: 1651.24 ms
[2021-09-30 02:37:38 main:581] : INFO : Epoch 1955 | loss: 0.0311838 | val_loss: 0.031186 | Time: 1664.95 ms
[2021-09-30 02:37:39 main:581] : INFO : Epoch 1956 | loss: 0.0311826 | val_loss: 0.0311845 | Time: 1660.32 ms
[2021-09-30 02:37:41 main:581] : INFO : Epoch 1957 | loss: 0.0311851 | val_loss: 0.0311857 | Time: 1652.52 ms
[2021-09-30 02:37:43 main:581] : INFO : Epoch 1958 | loss: 0.0311847 | val_loss: 0.0311848 | Time: 1625.13 ms
[2021-09-30 02:37:44 main:581] : INFO : Epoch 1959 | loss: 0.0311848 | val_loss: 0.0311868 | Time: 1651.21 ms
[2021-09-30 02:37:46 main:581] : INFO : Epoch 1960 | loss: 0.0311891 | val_loss: 0.0311914 | Time: 1655.64 ms
[2021-09-30 02:37:48 main:581] : INFO : Epoch 1961 | loss: 0.0311851 | val_loss: 0.031185 | Time: 1665.87 ms
[2021-09-30 02:37:49 main:581] : INFO : Epoch 1962 | loss: 0.0311831 | val_loss: 0.0311857 | Time: 1649.17 ms
[2021-09-30 02:37:51 main:581] : INFO : Epoch 1963 | loss: 0.031183 | val_loss: 0.0311856 | Time: 1649.52 ms
[2021-09-30 02:37:53 main:581] : INFO : Epoch 1964 | loss: 0.0311832 | val_loss: 0.0311862 | Time: 1653.76 ms
[2021-09-30 02:37:54 main:581] : INFO : Epoch 1965 | loss: 0.0311873 | val_loss: 0.0311911 | Time: 1632.98 ms
[2021-09-30 02:37:56 main:581] : INFO : Epoch 1966 | loss: 0.0311901 | val_loss: 0.0311922 | Time: 1672.66 ms
[2021-09-30 02:37:58 main:581] : INFO : Epoch 1967 | loss: 0.0311897 | val_loss: 0.0311931 | Time: 1674.07 ms
[2021-09-30 02:37:59 main:581] : INFO : Epoch 1968 | loss: 0.0311895 | val_loss: 0.0311907 | Time: 1654.38 ms
[2021-09-30 02:38:01 main:581] : INFO : Epoch 1969 | loss: 0.0311899 | val_loss: 0.0311927 | Time: 1646.65 ms
[2021-09-30 02:38:03 main:581] : INFO : Epoch 1970 | loss: 0.0311889 | val_loss: 0.0311904 | Time: 1681.26 ms
[2021-09-30 02:38:04 main:581] : INFO : Epoch 1971 | loss: 0.0311891 | val_loss: 0.0311923 | Time: 1627.52 ms
[2021-09-30 02:38:06 main:581] : INFO : Epoch 1972 | loss: 0.0311894 | val_loss: 0.0311924 | Time: 1642.65 ms
[2021-09-30 02:38:07 main:581] : INFO : Epoch 1973 | loss: 0.0311914 | val_loss: 0.0311906 | Time: 1611.15 ms
[2021-09-30 02:38:09 main:581] : INFO : Epoch 1974 | loss: 0.031188 | val_loss: 0.0311926 | Time: 1616.19 ms
[2021-09-30 02:38:11 main:581] : INFO : Epoch 1975 | loss: 0.0311878 | val_loss: 0.0311912 | Time: 1607.09 ms
[2021-09-30 02:38:12 main:581] : INFO : Epoch 1976 | loss: 0.0311874 | val_loss: 0.0311919 | Time: 1632.09 ms
[2021-09-30 02:38:14 main:581] : INFO : Epoch 1977 | loss: 0.0311863 | val_loss: 0.0311908 | Time: 1617.15 ms
[2021-09-30 02:38:16 main:581] : INFO : Epoch 1978 | loss: 0.0311863 | val_loss: 0.0311913 | Time: 1618.07 ms
[2021-09-30 02:38:17 main:581] : INFO : Epoch 1979 | loss: 0.0311866 | val_loss: 0.0311904 | Time: 1608.98 ms
[2021-09-30 02:38:19 main:581] : INFO : Epoch 1980 | loss: 0.0311886 | val_loss: 0.0311955 | Time: 1610.85 ms
[2021-09-30 02:38:20 main:581] : INFO : Epoch 1981 | loss: 0.0311886 | val_loss: 0.0311911 | Time: 1614.67 ms
[2021-09-30 02:38:22 main:581] : INFO : Epoch 1982 | loss: 0.031187 | val_loss: 0.0311917 | Time: 1604.3 ms
[2021-09-30 02:38:24 main:581] : INFO : Epoch 1983 | loss: 0.0311865 | val_loss: 0.0311928 | Time: 1638.44 ms
[2021-09-30 02:38:25 main:581] : INFO : Epoch 1984 | loss: 0.0311865 | val_loss: 0.0311904 | Time: 1601.42 ms
[2021-09-30 02:38:27 main:581] : INFO : Epoch 1985 | loss: 0.0311884 | val_loss: 0.0311958 | Time: 1615.18 ms
[2021-09-30 02:38:28 main:581] : INFO : Epoch 1986 | loss: 0.031189 | val_loss: 0.0311939 | Time: 1600.85 ms
[2021-09-30 02:38:30 main:581] : INFO : Epoch 1987 | loss: 0.0311882 | val_loss: 0.0311916 | Time: 1625.2 ms
[2021-09-30 02:38:32 main:581] : INFO : Epoch 1988 | loss: 0.031186 | val_loss: 0.0311908 | Time: 1621.38 ms
[2021-09-30 02:38:33 main:581] : INFO : Epoch 1989 | loss: 0.0311872 | val_loss: 0.0311929 | Time: 1625.14 ms
[2021-09-30 02:38:35 main:581] : INFO : Epoch 1990 | loss: 0.0311866 | val_loss: 0.0311903 | Time: 1650.84 ms
[2021-09-30 02:38:37 main:581] : INFO : Epoch 1991 | loss: 0.0311866 | val_loss: 0.0311895 | Time: 1659.84 ms
[2021-09-30 02:38:38 main:581] : INFO : Epoch 1992 | loss: 0.0311875 | val_loss: 0.0311925 | Time: 1648.24 ms
[2021-09-30 02:38:40 main:581] : INFO : Epoch 1993 | loss: 0.0311867 | val_loss: 0.0311927 | Time: 1646.69 ms
[2021-09-30 02:38:42 main:581] : INFO : Epoch 1994 | loss: 0.0311865 | val_loss: 0.0311972 | Time: 1646.17 ms
[2021-09-30 02:38:43 main:581] : INFO : Epoch 1995 | loss: 0.0311874 | val_loss: 0.0311916 | Time: 1652.17 ms
[2021-09-30 02:38:45 main:581] : INFO : Epoch 1996 | loss: 0.0311881 | val_loss: 0.0311897 | Time: 1659.5 ms
[2021-09-30 02:38:47 main:581] : INFO : Epoch 1997 | loss: 0.0311879 | val_loss: 0.0311904 | Time: 1666.19 ms
[2021-09-30 02:38:48 main:581] : INFO : Epoch 1998 | loss: 0.0311866 | val_loss: 0.0311948 | Time: 1620.06 ms
[2021-09-30 02:38:50 main:581] : INFO : Epoch 1999 | loss: 0.0311869 | val_loss: 0.0311892 | Time: 1621.99 ms
[2021-09-30 02:38:51 main:581] : INFO : Epoch 2000 | loss: 0.0311859 | val_loss: 0.0311912 | Time: 1623.43 ms
[2021-09-30 02:38:53 main:581] : INFO : Epoch 2001 | loss: 0.0311864 | val_loss: 0.0311922 | Time: 1621.41 ms
[2021-09-30 02:38:55 main:581] : INFO : Epoch 2002 | loss: 0.0311863 | val_loss: 0.0311933 | Time: 1627.56 ms
[2021-09-30 02:38:56 main:581] : INFO : Epoch 2003 | loss: 0.0311854 | val_loss: 0.0311939 | Time: 1643.85 ms
[2021-09-30 02:38:58 main:581] : INFO : Epoch 2004 | loss: 0.0311853 | val_loss: 0.0311914 | Time: 1627.44 ms
[2021-09-30 02:39:00 main:581] : INFO : Epoch 2005 | loss: 0.031185 | val_loss: 0.0311895 | Time: 1658.01 ms
[2021-09-30 02:39:01 main:581] : INFO : Epoch 2006 | loss: 0.0311861 | val_loss: 0.0311903 | Time: 1655 ms
[2021-09-30 02:39:03 main:581] : INFO : Epoch 2007 | loss: 0.0311859 | val_loss: 0.0311907 | Time: 1639.39 ms
[2021-09-30 02:39:05 main:581] : INFO : Epoch 2008 | loss: 0.0311849 | val_loss: 0.031189 | Time: 1667.23 ms
[2021-09-30 02:39:06 main:581] : INFO : Epoch 2009 | loss: 0.0311848 | val_loss: 0.0311898 | Time: 1702.96 ms
[2021-09-30 02:39:08 main:581] : INFO : Epoch 2010 | loss: 0.0311847 | val_loss: 0.031191 | Time: 1678.25 ms
[2021-09-30 02:39:10 main:581] : INFO : Epoch 2011 | loss: 0.0311843 | val_loss: 0.0311902 | Time: 1679.1 ms
[2021-09-30 02:39:11 main:581] : INFO : Epoch 2012 | loss: 0.0311854 | val_loss: 0.0311926 | Time: 1701.91 ms
[2021-09-30 02:39:13 main:581] : INFO : Epoch 2013 | loss: 0.0311873 | val_loss: 0.0311895 | Time: 1676.71 ms
[2021-09-30 02:39:15 main:581] : INFO : Epoch 2014 | loss: 0.0311846 | val_loss: 0.0311903 | Time: 1623.69 ms
[2021-09-30 02:39:16 main:581] : INFO : Epoch 2015 | loss: 0.031188 | val_loss: 0.0311927 | Time: 1618.03 ms
[2021-09-30 02:39:18 main:581] : INFO : Epoch 2016 | loss: 0.031187 | val_loss: 0.0311896 | Time: 1609.86 ms
[2021-09-30 02:39:20 main:581] : INFO : Epoch 2017 | loss: 0.0311856 | val_loss: 0.0311894 | Time: 1677.89 ms
[2021-09-30 02:39:21 main:581] : INFO : Epoch 2018 | loss: 0.0311849 | val_loss: 0.0311899 | Time: 1656.78 ms
[2021-09-30 02:39:23 main:581] : INFO : Epoch 2019 | loss: 0.0311852 | val_loss: 0.031192 | Time: 1632.86 ms
[2021-09-30 02:39:24 main:581] : INFO : Epoch 2020 | loss: 0.0311847 | val_loss: 0.03119 | Time: 1639.13 ms
[2021-09-30 02:39:26 main:581] : INFO : Epoch 2021 | loss: 0.0311844 | val_loss: 0.031192 | Time: 1659.46 ms
[2021-09-30 02:39:28 main:581] : INFO : Epoch 2022 | loss: 0.0311857 | val_loss: 0.0311895 | Time: 1686.13 ms
[2021-09-30 02:39:29 main:581] : INFO : Epoch 2023 | loss: 0.0311844 | val_loss: 0.0311896 | Time: 1705.31 ms
[2021-09-30 02:39:31 main:581] : INFO : Epoch 2024 | loss: 0.0311839 | val_loss: 0.0311901 | Time: 1674.5 ms
[2021-09-30 02:39:33 main:581] : INFO : Epoch 2025 | loss: 0.0311842 | val_loss: 0.031194 | Time: 1682.59 ms
[2021-09-30 02:39:35 main:581] : INFO : Epoch 2026 | loss: 0.0311846 | val_loss: 0.0311896 | Time: 1667.06 ms
[2021-09-30 02:39:36 main:581] : INFO : Epoch 2027 | loss: 0.0311859 | val_loss: 0.0311903 | Time: 1688.88 ms
[2021-09-30 02:39:38 main:581] : INFO : Epoch 2028 | loss: 0.0311878 | val_loss: 0.0311943 | Time: 1714.82 ms
[2021-09-30 02:39:40 main:581] : INFO : Epoch 2029 | loss: 0.0311845 | val_loss: 0.0311892 | Time: 1708.89 ms
[2021-09-30 02:39:41 main:581] : INFO : Epoch 2030 | loss: 0.0311846 | val_loss: 0.0311921 | Time: 1656.97 ms
[2021-09-30 02:39:43 main:581] : INFO : Epoch 2031 | loss: 0.0311865 | val_loss: 0.0311888 | Time: 1676.22 ms
[2021-09-30 02:39:45 main:581] : INFO : Epoch 2032 | loss: 0.0311887 | val_loss: 0.031193 | Time: 1662.5 ms
[2021-09-30 02:39:46 main:581] : INFO : Epoch 2033 | loss: 0.0312777 | val_loss: 0.0325994 | Time: 1646.73 ms
[2021-09-30 02:39:48 main:581] : INFO : Epoch 2034 | loss: 0.0384916 | val_loss: 0.041705 | Time: 1683.39 ms
[2021-09-30 02:39:50 main:581] : INFO : Epoch 2035 | loss: 0.0335405 | val_loss: 0.0317885 | Time: 1654.33 ms
[2021-09-30 02:39:51 main:581] : INFO : Epoch 2036 | loss: 0.031527 | val_loss: 0.0313931 | Time: 1685.84 ms
[2021-09-30 02:39:53 main:581] : INFO : Epoch 2037 | loss: 0.0313021 | val_loss: 0.0312617 | Time: 1667.85 ms
[2021-09-30 02:39:55 main:581] : INFO : Epoch 2038 | loss: 0.0312487 | val_loss: 0.031238 | Time: 1635.44 ms
[2021-09-30 02:39:56 main:581] : INFO : Epoch 2039 | loss: 0.0312304 | val_loss: 0.0312262 | Time: 1676.83 ms
[2021-09-30 02:39:58 main:581] : INFO : Epoch 2040 | loss: 0.0312212 | val_loss: 0.0312193 | Time: 1644.14 ms
[2021-09-30 02:40:00 main:581] : INFO : Epoch 2041 | loss: 0.0312134 | val_loss: 0.0312146 | Time: 1654.4 ms
[2021-09-30 02:40:01 main:581] : INFO : Epoch 2042 | loss: 0.0312097 | val_loss: 0.0312112 | Time: 1688.56 ms
[2021-09-30 02:40:03 main:581] : INFO : Epoch 2043 | loss: 0.0312067 | val_loss: 0.0312094 | Time: 1655.48 ms
[2021-09-30 02:40:05 main:581] : INFO : Epoch 2044 | loss: 0.031205 | val_loss: 0.0312073 | Time: 1659.93 ms
[2021-09-30 02:40:06 main:581] : INFO : Epoch 2045 | loss: 0.0312024 | val_loss: 0.0312035 | Time: 1679.35 ms
[2021-09-30 02:40:08 main:581] : INFO : Epoch 2046 | loss: 0.0311997 | val_loss: 0.0312001 | Time: 1647.13 ms
[2021-09-30 02:40:10 main:581] : INFO : Epoch 2047 | loss: 0.0311975 | val_loss: 0.0311988 | Time: 1692.7 ms
[2021-09-30 02:40:11 main:581] : INFO : Epoch 2048 | loss: 0.0311955 | val_loss: 0.0311971 | Time: 1667.31 ms
[2021-09-30 02:40:11 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311971
[2021-09-30 02:40:11 main:610] : INFO : Saving end state to config to file
[2021-09-30 02:40:11 main:615] : INFO : Success, exiting..
02:40:11 (574783): 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)