Task 5170170
| Name | ParityModified-1619238501-6748-3_0 |
| Workunit | 3106729 |
| Created | 9 May 2021, 18:11:39 UTC |
| Sent | 18 May 2021, 5:42:45 UTC |
| Report deadline | 25 May 2021, 5:42:45 UTC |
| Received | 19 May 2021, 2:04:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 312 |
| Run time | 57 min 59 sec |
| CPU time | 57 min 54 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,339.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.42 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.16</core_client_version> <![CDATA[ <stderr_txt> | Time: 1602.04 ms [2021-05-18 20:49:42 main:581] : INFO : Epoch 1538 | loss: 0.0311873 | val_loss: 0.0311926 | Time: 1635.25 ms [2021-05-18 20:49:44 main:581] : INFO : Epoch 1539 | loss: 0.0311872 | val_loss: 0.0311931 | Time: 1713.79 ms [2021-05-18 20:49:45 main:581] : INFO : Epoch 1540 | loss: 0.0311876 | val_loss: 0.0311922 | Time: 1610.08 ms [2021-05-18 20:49:47 main:581] : INFO : Epoch 1541 | loss: 0.0311876 | val_loss: 0.0311947 | Time: 1611.01 ms [2021-05-18 20:49:49 main:581] : INFO : Epoch 1542 | loss: 0.0311876 | val_loss: 0.0311913 | Time: 1724.76 ms [2021-05-18 20:49:50 main:581] : INFO : Epoch 1543 | loss: 0.0311882 | val_loss: 0.0311934 | Time: 1606.1 ms [2021-05-18 20:49:52 main:581] : INFO : Epoch 1544 | loss: 0.0311883 | val_loss: 0.0311925 | Time: 1667.53 ms [2021-05-18 20:49:54 main:581] : INFO : Epoch 1545 | loss: 0.0311884 | val_loss: 0.0311933 | Time: 1724.23 ms [2021-05-18 20:49:56 main:581] : INFO : Epoch 1546 | loss: 0.0311897 | val_loss: 0.0311922 | Time: 1713.27 ms [2021-05-18 20:49:57 main:581] : INFO : Epoch 1547 | loss: 0.0311913 | val_loss: 0.0311938 | Time: 1614.73 ms [2021-05-18 20:49:59 main:581] : INFO : Epoch 1548 | loss: 0.0311889 | val_loss: 0.031191 | Time: 1702.78 ms [2021-05-18 20:50:00 main:581] : INFO : Epoch 1549 | loss: 0.0311904 | val_loss: 0.0311951 | Time: 1608.26 ms [2021-05-18 20:50:02 main:581] : INFO : Epoch 1550 | loss: 0.0311921 | val_loss: 0.0311934 | Time: 1694.72 ms [2021-05-18 20:50:04 main:581] : INFO : Epoch 1551 | loss: 0.0311885 | val_loss: 0.0311935 | Time: 1633.74 ms [2021-05-18 20:50:06 main:581] : INFO : Epoch 1552 | loss: 0.031188 | val_loss: 0.0311973 | Time: 1744.87 ms [2021-05-18 20:50:07 main:581] : INFO : Epoch 1553 | loss: 0.0311891 | val_loss: 0.0311906 | Time: 1618.28 ms [2021-05-18 20:50:09 main:581] : INFO : Epoch 1554 | loss: 0.0311878 | val_loss: 0.0311913 | Time: 1683.32 ms [2021-05-18 20:50:11 main:581] : INFO : Epoch 1555 | loss: 0.0311888 | val_loss: 0.0311948 | Time: 1740.22 ms [2021-05-18 20:50:12 main:581] : INFO : Epoch 1556 | loss: 0.03119 | val_loss: 0.0311912 | Time: 1668.58 ms [2021-05-18 20:50:14 main:581] : INFO : Epoch 1557 | loss: 0.0311913 | val_loss: 0.0311961 | Time: 1632.13 ms [2021-05-18 20:50:16 main:581] : INFO : Epoch 1558 | loss: 0.031194 | val_loss: 0.0311947 | Time: 1659.25 ms [2021-05-18 20:50:17 main:581] : INFO : Epoch 1559 | loss: 0.0311907 | val_loss: 0.0311941 | Time: 1609.01 ms [2021-05-18 20:50:19 main:581] : INFO : Epoch 1560 | loss: 0.0311899 | val_loss: 0.0311968 | Time: 1600.65 ms [2021-05-18 20:50:20 main:581] : INFO : Epoch 1561 | loss: 0.0311905 | val_loss: 0.0311949 | Time: 1720.67 ms [2021-05-18 20:50:22 main:581] : INFO : Epoch 1562 | loss: 0.0311897 | val_loss: 0.0311925 | Time: 1745.66 ms [2021-05-18 20:50:24 main:581] : INFO : Epoch 1563 | loss: 0.0311882 | val_loss: 0.0311928 | Time: 1750.52 ms [2021-05-18 20:50:26 main:581] : INFO : Epoch 1564 | loss: 0.0311922 | val_loss: 0.031192 | Time: 1685.12 ms [2021-05-18 20:50:27 main:581] : INFO : Epoch 1565 | loss: 0.0311915 | val_loss: 0.0311953 | Time: 1685.95 ms [2021-05-18 20:50:29 main:581] : INFO : Epoch 1566 | loss: 0.0311924 | val_loss: 0.0311924 | Time: 1682.21 ms [2021-05-18 20:50:31 main:581] : INFO : Epoch 1567 | loss: 0.0311919 | val_loss: 0.0311934 | Time: 1694.09 ms [2021-05-18 20:50:32 main:581] : INFO : Epoch 1568 | loss: 0.0311912 | val_loss: 0.0311943 | Time: 1608.06 ms [2021-05-18 20:50:34 main:581] : INFO : Epoch 1569 | loss: 0.031191 | val_loss: 0.0311914 | Time: 1631.08 ms [2021-05-18 20:50:36 main:581] : INFO : Epoch 1570 | loss: 0.0311917 | val_loss: 0.0311899 | Time: 1706.25 ms [2021-05-18 20:50:37 main:581] : INFO : Epoch 1571 | loss: 0.0311938 | val_loss: 0.0311906 | Time: 1637.59 ms [2021-05-18 20:50:39 main:581] : INFO : Epoch 1572 | loss: 0.0311926 | val_loss: 0.0311917 | Time: 1625.79 ms [2021-05-18 20:50:41 main:581] : INFO : Epoch 1573 | loss: 0.0311927 | val_loss: 0.0311919 | Time: 1644.28 ms [2021-05-18 20:50:42 main:581] : INFO : Epoch 1574 | loss: 0.0311914 | val_loss: 0.0311906 | Time: 1679.25 ms [2021-05-18 20:50:44 main:581] : INFO : Epoch 1575 | loss: 0.0311897 | val_loss: 0.0311913 | Time: 1608.98 ms [2021-05-18 20:50:45 main:581] : INFO : Epoch 1576 | loss: 0.031191 | val_loss: 0.031192 | Time: 1631.59 ms [2021-05-18 20:50:47 main:581] : INFO : Epoch 1577 | loss: 0.0311902 | val_loss: 0.0311894 | Time: 1741.11 ms [2021-05-18 20:50:49 main:581] : INFO : Epoch 1578 | loss: 0.0311891 | val_loss: 0.0311935 | Time: 1664.37 ms [2021-05-18 20:50:51 main:581] : INFO : Epoch 1579 | loss: 0.0311907 | val_loss: 0.0311944 | Time: 1742.85 ms [2021-05-18 20:50:52 main:581] : INFO : Epoch 1580 | loss: 0.0311888 | val_loss: 0.0311907 | Time: 1688.57 ms [2021-05-18 20:50:54 main:581] : INFO : Epoch 1581 | loss: 0.0311893 | val_loss: 0.0311941 | Time: 1666.73 ms [2021-05-18 20:50:56 main:581] : INFO : Epoch 1582 | loss: 0.0311906 | val_loss: 0.0311909 | Time: 1754.87 ms [2021-05-18 20:50:57 main:581] : INFO : Epoch 1583 | loss: 0.0311896 | val_loss: 0.0311904 | Time: 1689.84 ms [2021-05-18 20:50:59 main:581] : INFO : Epoch 1584 | loss: 0.0311909 | val_loss: 0.0311931 | Time: 1690.51 ms [2021-05-18 20:51:01 main:581] : INFO : Epoch 1585 | loss: 0.0311905 | val_loss: 0.0311879 | Time: 1733.71 ms [2021-05-18 20:51:03 main:581] : INFO : Epoch 1586 | loss: 0.0311884 | val_loss: 0.031188 | Time: 1672.6 ms [2021-05-18 20:51:04 main:581] : INFO : Epoch 1587 | loss: 0.0311883 | val_loss: 0.0311894 | Time: 1733.2 ms [2021-05-18 20:51:06 main:581] : INFO : Epoch 1588 | loss: 0.0311891 | val_loss: 0.0311883 | Time: 1718.81 ms [2021-05-18 20:51:08 main:581] : INFO : Epoch 1589 | loss: 0.031189 | val_loss: 0.0311885 | Time: 1663.82 ms [2021-05-18 20:51:09 main:581] : INFO : Epoch 1590 | loss: 0.0311888 | val_loss: 0.0311876 | Time: 1707.22 ms [2021-05-18 20:51:11 main:581] : INFO : Epoch 1591 | loss: 0.031189 | val_loss: 0.0311867 | Time: 1719.11 ms [2021-05-18 20:51:13 main:581] : INFO : Epoch 1592 | loss: 0.0311883 | val_loss: 0.0311899 | Time: 1702.44 ms [2021-05-18 20:51:15 main:581] : INFO : Epoch 1593 | loss: 0.0311884 | val_loss: 0.0311877 | Time: 1843.42 ms [2021-05-18 20:51:16 main:581] : INFO : Epoch 1594 | loss: 0.0311873 | val_loss: 0.0311872 | Time: 1661.98 ms [2021-05-18 20:51:18 main:581] : INFO : Epoch 1595 | loss: 0.0311864 | val_loss: 0.0311872 | Time: 1804.84 ms [2021-05-18 20:51:20 main:581] : INFO : Epoch 1596 | loss: 0.0311869 | val_loss: 0.031189 | Time: 1753.49 ms [2021-05-18 20:51:22 main:581] : INFO : Epoch 1597 | loss: 0.031187 | val_loss: 0.0311866 | Time: 1726.34 ms [2021-05-18 20:51:23 main:581] : INFO : Epoch 1598 | loss: 0.0311873 | val_loss: 0.0311877 | Time: 1741 ms [2021-05-18 20:51:25 main:581] : INFO : Epoch 1599 | loss: 0.031187 | val_loss: 0.0311875 | Time: 1793.02 ms [2021-05-18 20:51:27 main:581] : INFO : Epoch 1600 | loss: 0.0311873 | val_loss: 0.0311863 | Time: 1647.74 ms [2021-05-18 20:51:28 main:581] : INFO : Epoch 1601 | loss: 0.0311865 | val_loss: 0.031187 | Time: 1618.77 ms [2021-05-18 20:51:30 main:581] : INFO : Epoch 1602 | loss: 0.0311869 | val_loss: 0.0311878 | Time: 1667.28 ms [2021-05-18 20:51:32 main:581] : INFO : Epoch 1603 | loss: 0.0311871 | val_loss: 0.0311865 | Time: 1748.4 ms [2021-05-18 20:51:34 main:581] : INFO : Epoch 1604 | loss: 0.031186 | val_loss: 0.0311874 | Time: 1758.45 ms [2021-05-18 20:51:35 main:581] : INFO : Epoch 1605 | loss: 0.0311852 | val_loss: 0.0311864 | Time: 1711.41 ms [2021-05-18 20:51:37 main:581] : INFO : Epoch 1606 | loss: 0.0311855 | val_loss: 0.0311892 | Time: 1697.64 ms [2021-05-18 20:51:39 main:581] : INFO : Epoch 1607 | loss: 0.0311876 | val_loss: 0.0311915 | Time: 1698.43 ms [2021-05-18 20:51:40 main:581] : INFO : Epoch 1608 | loss: 0.0311871 | val_loss: 0.0311873 | Time: 1637.22 ms [2021-05-18 20:51:42 main:581] : INFO : Epoch 1609 | loss: 0.0311858 | val_loss: 0.0311863 | Time: 1693.1 ms [2021-05-18 20:51:44 main:581] : INFO : Epoch 1610 | loss: 0.0311846 | val_loss: 0.0311852 | Time: 1648.89 ms [2021-05-18 20:51:45 main:581] : INFO : Epoch 1611 | loss: 0.031185 | val_loss: 0.0311853 | Time: 1753.19 ms [2021-05-18 20:51:47 main:581] : INFO : Epoch 1612 | loss: 0.031184 | val_loss: 0.0311874 | Time: 1716.92 ms [2021-05-18 20:51:49 main:581] : INFO : Epoch 1613 | loss: 0.0311855 | val_loss: 0.0311858 | Time: 1663.1 ms [2021-05-18 20:51:50 main:581] : INFO : Epoch 1614 | loss: 0.0311846 | val_loss: 0.0311894 | Time: 1649.61 ms [2021-05-18 20:51:52 main:581] : INFO : Epoch 1615 | loss: 0.0311861 | val_loss: 0.0311921 | Time: 1726.93 ms [2021-05-18 20:51:54 main:581] : INFO : Epoch 1616 | loss: 0.0311864 | val_loss: 0.0311858 | Time: 1693.88 ms [2021-05-18 20:51:56 main:581] : INFO : Epoch 1617 | loss: 0.0311838 | val_loss: 0.0311871 | Time: 1682.74 ms [2021-05-18 20:51:57 main:581] : INFO : Epoch 1618 | loss: 0.0311866 | val_loss: 0.0311879 | Time: 1608.28 ms [2021-05-18 20:51:59 main:581] : INFO : Epoch 1619 | loss: 0.0311873 | val_loss: 0.0311867 | Time: 1743.89 ms [2021-05-18 20:52:00 main:581] : INFO : Epoch 1620 | loss: 0.0311845 | val_loss: 0.0311864 | Time: 1618.11 ms [2021-05-18 20:52:02 main:581] : INFO : Epoch 1621 | loss: 0.0311835 | val_loss: 0.0311852 | Time: 1694.09 ms [2021-05-18 20:52:04 main:581] : INFO : Epoch 1622 | loss: 0.0311842 | val_loss: 0.0311851 | Time: 1651.32 ms [2021-05-18 20:52:05 main:581] : INFO : Epoch 1623 | loss: 0.0311864 | val_loss: 0.0311865 | Time: 1640.23 ms [2021-05-18 20:52:07 main:581] : INFO : Epoch 1624 | loss: 0.0311861 | val_loss: 0.0311865 | Time: 1617.55 ms [2021-05-18 20:52:09 main:581] : INFO : Epoch 1625 | loss: 0.0311865 | val_loss: 0.031185 | Time: 1710.12 ms [2021-05-18 20:52:10 main:581] : INFO : Epoch 1626 | loss: 0.0311851 | val_loss: 0.0311854 | Time: 1664.95 ms [2021-05-18 20:52:12 main:581] : INFO : Epoch 1627 | loss: 0.0311857 | val_loss: 0.0311861 | Time: 1655.14 ms [2021-05-18 20:52:14 main:581] : INFO : Epoch 1628 | loss: 0.0311863 | val_loss: 0.0311883 | Time: 1775.35 ms [2021-05-18 20:52:16 main:581] : INFO : Epoch 1629 | loss: 0.0311875 | val_loss: 0.0311881 | Time: 1631.63 ms [2021-05-18 20:52:17 main:581] : INFO : Epoch 1630 | loss: 0.031187 | val_loss: 0.0311866 | Time: 1652.47 ms [2021-05-18 20:52:19 main:581] : INFO : Epoch 1631 | loss: 0.0311871 | val_loss: 0.0311929 | Time: 1652.12 ms [2021-05-18 20:52:21 main:581] : INFO : Epoch 1632 | loss: 0.03119 | val_loss: 0.0311881 | Time: 1678.33 ms [2021-05-18 20:52:22 main:581] : INFO : Epoch 1633 | loss: 0.0311896 | val_loss: 0.0311873 | Time: 1713.5 ms [2021-05-18 20:52:24 main:581] : INFO : Epoch 1634 | loss: 0.0311907 | val_loss: 0.0311885 | Time: 1787.58 ms [2021-05-18 20:52:26 main:581] : INFO : Epoch 1635 | loss: 0.0311912 | val_loss: 0.0311864 | Time: 1723.85 ms [2021-05-18 20:52:27 main:581] : INFO : Epoch 1636 | loss: 0.0311909 | val_loss: 0.0311915 | Time: 1600.94 ms [2021-05-18 20:52:29 main:581] : INFO : Epoch 1637 | loss: 0.0311893 | val_loss: 0.0311864 | Time: 1696.62 ms [2021-05-18 20:52:31 main:581] : INFO : Epoch 1638 | loss: 0.0311881 | val_loss: 0.0311862 | Time: 1646.07 ms [2021-05-18 20:52:32 main:581] : INFO : Epoch 1639 | loss: 0.0311882 | val_loss: 0.0311868 | Time: 1659.02 ms [2021-05-18 20:52:34 main:581] : INFO : Epoch 1640 | loss: 0.0311895 | val_loss: 0.0311895 | Time: 1651.35 ms [2021-05-18 20:52:36 main:581] : INFO : Epoch 1641 | loss: 0.0311878 | val_loss: 0.031187 | Time: 1644.59 ms [2021-05-18 20:52:37 main:581] : INFO : Epoch 1642 | loss: 0.0311885 | val_loss: 0.0311866 | Time: 1676.85 ms [2021-05-18 20:52:39 main:581] : INFO : Epoch 1643 | loss: 0.0311884 | val_loss: 0.031186 | Time: 1638.62 ms [2021-05-18 20:52:41 main:581] : INFO : Epoch 1644 | loss: 0.0311887 | val_loss: 0.0311852 | Time: 1605.48 ms [2021-05-18 20:52:42 main:581] : INFO : Epoch 1645 | loss: 0.031189 | val_loss: 0.031187 | Time: 1623.52 ms [2021-05-18 20:52:44 main:581] : INFO : Epoch 1646 | loss: 0.0311882 | val_loss: 0.0311875 | Time: 1628.64 ms [2021-05-18 20:52:45 main:581] : INFO : Epoch 1647 | loss: 0.03119 | val_loss: 0.0311855 | Time: 1663.01 ms [2021-05-18 20:52:47 main:581] : INFO : Epoch 1648 | loss: 0.0311891 | val_loss: 0.0311876 | Time: 1591.54 ms [2021-05-18 20:52:49 main:581] : INFO : Epoch 1649 | loss: 0.0311888 | val_loss: 0.0311891 | Time: 1656.41 ms [2021-05-18 20:52:50 main:581] : INFO : Epoch 1650 | loss: 0.0311888 | val_loss: 0.0311861 | Time: 1693.53 ms [2021-05-18 20:52:52 main:581] : INFO : Epoch 1651 | loss: 0.0311867 | val_loss: 0.0311855 | Time: 1608.06 ms [2021-05-18 20:52:54 main:581] : INFO : Epoch 1652 | loss: 0.0311871 | val_loss: 0.0311856 | Time: 1653.79 ms [2021-05-18 20:52:55 main:581] : INFO : Epoch 1653 | loss: 0.0311876 | val_loss: 0.0311863 | Time: 1637.41 ms [2021-05-18 20:52:57 main:581] : INFO : Epoch 1654 | loss: 0.0311871 | val_loss: 0.0311858 | Time: 1666.15 ms [2021-05-18 20:52:59 main:581] : INFO : Epoch 1655 | loss: 0.0311869 | val_loss: 0.0311869 | Time: 1646.77 ms [2021-05-18 20:53:00 main:581] : INFO : Epoch 1656 | loss: 0.0311868 | val_loss: 0.0311853 | Time: 1691.85 ms [2021-05-18 20:53:02 main:581] : INFO : Epoch 1657 | loss: 0.0311885 | val_loss: 0.0311863 | Time: 1695.67 ms [2021-05-18 20:53:04 main:581] : INFO : Epoch 1658 | loss: 0.0311881 | val_loss: 0.0311845 | Time: 1696.34 ms [2021-05-18 20:53:05 main:581] : INFO : Epoch 1659 | loss: 0.031188 | val_loss: 0.0311894 | Time: 1751.16 ms [2021-05-18 20:53:07 main:581] : INFO : Epoch 1660 | loss: 0.0311892 | val_loss: 0.0311869 | Time: 1731.52 ms [2021-05-18 20:53:09 main:581] : INFO : Epoch 1661 | loss: 0.0311888 | val_loss: 0.0311903 | Time: 1737.03 ms [2021-05-18 20:53:11 main:581] : INFO : Epoch 1662 | loss: 0.0311891 | val_loss: 0.0311901 | Time: 1656 ms [2021-05-18 20:53:12 main:581] : INFO : Epoch 1663 | loss: 0.031189 | val_loss: 0.031187 | Time: 1701.21 ms [2021-05-18 20:53:14 main:581] : INFO : Epoch 1664 | loss: 0.0311876 | val_loss: 0.0311873 | Time: 1847.53 ms [2021-05-18 20:53:16 main:581] : INFO : Epoch 1665 | loss: 0.0311895 | val_loss: 0.0311869 | Time: 1735.58 ms [2021-05-18 20:53:18 main:581] : INFO : Epoch 1666 | loss: 0.0311878 | val_loss: 0.0311875 | Time: 1758.23 ms [2021-05-18 20:53:19 main:581] : INFO : Epoch 1667 | loss: 0.0311864 | val_loss: 0.0311862 | Time: 1711.26 ms [2021-05-18 20:53:21 main:581] : INFO : Epoch 1668 | loss: 0.031187 | val_loss: 0.0311874 | Time: 1666.35 ms [2021-05-18 20:53:23 main:581] : INFO : Epoch 1669 | loss: 0.0311873 | val_loss: 0.0311863 | Time: 1672.29 ms [2021-05-18 20:53:24 main:581] : INFO : Epoch 1670 | loss: 0.0311862 | val_loss: 0.0311922 | Time: 1743.5 ms [2021-05-18 20:53:26 main:581] : INFO : Epoch 1671 | loss: 0.0311874 | val_loss: 0.0311877 | Time: 1680.15 ms [2021-05-18 20:53:28 main:581] : INFO : Epoch 1672 | loss: 0.0311858 | val_loss: 0.0311864 | Time: 1732.52 ms [2021-05-18 20:53:30 main:581] : INFO : Epoch 1673 | loss: 0.0311879 | val_loss: 0.0311914 | Time: 1833.78 ms [2021-05-18 20:53:31 main:581] : INFO : Epoch 1674 | loss: 0.0311886 | val_loss: 0.0311894 | Time: 1663.55 ms [2021-05-18 20:53:33 main:581] : INFO : Epoch 1675 | loss: 0.0311879 | val_loss: 0.031188 | Time: 1674.76 ms [2021-05-18 20:53:35 main:581] : INFO : Epoch 1676 | loss: 0.0311865 | val_loss: 0.0311863 | Time: 1644.97 ms [2021-05-18 20:53:36 main:581] : INFO : Epoch 1677 | loss: 0.031187 | val_loss: 0.0311886 | Time: 1695.07 ms [2021-05-18 20:53:38 main:581] : INFO : Epoch 1678 | loss: 0.0311853 | val_loss: 0.0311868 | Time: 1686.82 ms [2021-05-18 20:53:40 main:581] : INFO : Epoch 1679 | loss: 0.0311841 | val_loss: 0.0311861 | Time: 1687.67 ms [2021-05-18 20:53:41 main:581] : INFO : Epoch 1680 | loss: 0.0311843 | val_loss: 0.0311903 | Time: 1659.65 ms [2021-05-18 20:53:43 main:581] : INFO : Epoch 1681 | loss: 0.0311868 | val_loss: 0.0311864 | Time: 1690.98 ms [2021-05-18 20:53:45 main:581] : INFO : Epoch 1682 | loss: 0.0311846 | val_loss: 0.031188 | Time: 1790.07 ms [2021-05-18 20:53:47 main:581] : INFO : Epoch 1683 | loss: 0.0311849 | val_loss: 0.0311881 | Time: 1697.44 ms [2021-05-18 20:53:48 main:581] : INFO : Epoch 1684 | loss: 0.031184 | val_loss: 0.031188 | Time: 1732.46 ms [2021-05-18 20:53:50 main:581] : INFO : Epoch 1685 | loss: 0.0311843 | val_loss: 0.0311875 | Time: 1744.54 ms [2021-05-18 20:53:52 main:581] : INFO : Epoch 1686 | loss: 0.0311848 | val_loss: 0.0311854 | Time: 1651.84 ms [2021-05-18 20:53:53 main:581] : INFO : Epoch 1687 | loss: 0.0311842 | val_loss: 0.0311864 | Time: 1618.81 ms [2021-05-18 20:53:55 main:581] : INFO : Epoch 1688 | loss: 0.0311838 | val_loss: 0.0311878 | Time: 1764.04 ms [2021-05-18 20:53:57 main:581] : INFO : Epoch 1689 | loss: 0.0311851 | val_loss: 0.0311877 | Time: 1723.2 ms [2021-05-18 20:53:59 main:581] : INFO : Epoch 1690 | loss: 0.0311838 | val_loss: 0.0311865 | Time: 1761.42 ms [2021-05-18 20:54:00 main:581] : INFO : Epoch 1691 | loss: 0.031185 | val_loss: 0.0311864 | Time: 1648.5 ms [2021-05-18 20:54:02 main:581] : INFO : Epoch 1692 | loss: 0.0311846 | val_loss: 0.0311864 | Time: 1616.42 ms [2021-05-18 20:54:04 main:581] : INFO : Epoch 1693 | loss: 0.0311867 | val_loss: 0.0311905 | Time: 1842.78 ms [2021-05-18 20:54:06 main:581] : INFO : Epoch 1694 | loss: 0.0311871 | val_loss: 0.0311963 | Time: 1827.8 ms [2021-05-18 20:54:07 main:581] : INFO : Epoch 1695 | loss: 0.0311877 | val_loss: 0.0311853 | Time: 1716.76 ms [2021-05-18 20:54:09 main:581] : INFO : Epoch 1696 | loss: 0.0311848 | val_loss: 0.0311865 | Time: 1639.85 ms [2021-05-18 20:54:11 main:581] : INFO : Epoch 1697 | loss: 0.0311849 | val_loss: 0.0311873 | Time: 1778.02 ms [2021-05-18 20:54:12 main:581] : INFO : Epoch 1698 | loss: 0.0311821 | val_loss: 0.0311851 | Time: 1642.76 ms [2021-05-18 20:54:14 main:581] : INFO : Epoch 1699 | loss: 0.0311837 | val_loss: 0.0311856 | Time: 1723.07 ms [2021-05-18 20:54:16 main:581] : INFO : Epoch 1700 | loss: 0.0311862 | val_loss: 0.0311844 | Time: 1648.41 ms [2021-05-18 20:54:17 main:581] : INFO : Epoch 1701 | loss: 0.0311848 | val_loss: 0.0311854 | Time: 1752.64 ms [2021-05-18 20:54:19 main:581] : INFO : Epoch 1702 | loss: 0.0311857 | val_loss: 0.0311862 | Time: 1650.87 ms [2021-05-18 20:54:21 main:581] : INFO : Epoch 1703 | loss: 0.0311859 | val_loss: 0.0311858 | Time: 1731.74 ms [2021-05-18 20:54:22 main:581] : INFO : Epoch 1704 | loss: 0.0311856 | val_loss: 0.0311899 | Time: 1645.4 ms [2021-05-18 20:54:24 main:581] : INFO : Epoch 1705 | loss: 0.0311875 | val_loss: 0.0311858 | Time: 1775.28 ms [2021-05-18 20:54:26 main:581] : INFO : Epoch 1706 | loss: 0.0311879 | val_loss: 0.0311875 | Time: 1640.35 ms [2021-05-18 20:54:28 main:581] : INFO : Epoch 1707 | loss: 0.0311859 | val_loss: 0.0311835 | Time: 1720.45 ms [2021-05-18 20:54:29 main:581] : INFO : Epoch 1708 | loss: 0.0311863 | val_loss: 0.0311882 | Time: 1681.7 ms [2021-05-18 20:54:31 main:581] : INFO : Epoch 1709 | loss: 0.0311873 | val_loss: 0.0311866 | Time: 1759 ms [2021-05-18 20:54:33 main:581] : INFO : Epoch 1710 | loss: 0.0311849 | val_loss: 0.0311858 | Time: 1703.04 ms [2021-05-18 20:54:35 main:581] : INFO : Epoch 1711 | loss: 0.0311832 | val_loss: 0.0311866 | Time: 1883.84 ms [2021-05-18 20:54:36 main:581] : INFO : Epoch 1712 | loss: 0.0311844 | val_loss: 0.031184 | Time: 1697.16 ms [2021-05-18 20:54:38 main:581] : INFO : Epoch 1713 | loss: 0.031185 | val_loss: 0.0311895 | Time: 1834.97 ms [2021-05-18 20:54:40 main:581] : INFO : Epoch 1714 | loss: 0.0311903 | val_loss: 0.0311891 | Time: 1726.79 ms [2021-05-18 20:54:42 main:581] : INFO : Epoch 1715 | loss: 0.0311892 | val_loss: 0.0311907 | Time: 1732.85 ms [2021-05-18 20:54:43 main:581] : INFO : Epoch 1716 | loss: 0.0311887 | val_loss: 0.0311895 | Time: 1634.63 ms [2021-05-18 20:54:45 main:581] : INFO : Epoch 1717 | loss: 0.0311887 | val_loss: 0.0311884 | Time: 1658.87 ms [2021-05-18 20:54:47 main:581] : INFO : Epoch 1718 | loss: 0.0311873 | val_loss: 0.0311868 | Time: 1689.41 ms [2021-05-18 20:54:48 main:581] : INFO : Epoch 1719 | loss: 0.0311864 | val_loss: 0.0311887 | Time: 1638.29 ms [2021-05-18 20:54:50 main:581] : INFO : Epoch 1720 | loss: 0.0311851 | val_loss: 0.0311879 | Time: 1682.72 ms [2021-05-18 20:54:52 main:581] : INFO : Epoch 1721 | loss: 0.0311864 | val_loss: 0.0311909 | Time: 1733.31 ms [2021-05-18 20:54:53 main:581] : INFO : Epoch 1722 | loss: 0.0311863 | val_loss: 0.0311883 | Time: 1703.26 ms [2021-05-18 20:54:55 main:581] : INFO : Epoch 1723 | loss: 0.0311882 | val_loss: 0.0311931 | Time: 1762.62 ms [2021-05-18 20:54:57 main:581] : INFO : Epoch 1724 | loss: 0.031187 | val_loss: 0.0311864 | Time: 1716.08 ms [2021-05-18 20:54:59 main:581] : INFO : Epoch 1725 | loss: 0.0311854 | val_loss: 0.0311876 | Time: 1743.95 ms [2021-05-18 20:55:00 main:581] : INFO : Epoch 1726 | loss: 0.0311858 | val_loss: 0.0311854 | Time: 1707.94 ms [2021-05-18 20:55:02 main:581] : INFO : Epoch 1727 | loss: 0.0311838 | val_loss: 0.0311852 | Time: 1758.49 ms [2021-05-18 20:55:04 main:581] : INFO : Epoch 1728 | loss: 0.0311849 | val_loss: 0.0311855 | Time: 1697.36 ms [2021-05-18 20:55:05 main:581] : INFO : Epoch 1729 | loss: 0.031187 | val_loss: 0.0311897 | Time: 1647.1 ms [2021-05-18 20:55:07 main:581] : INFO : Epoch 1730 | loss: 0.0311895 | val_loss: 0.0311899 | Time: 1709.03 ms [2021-05-18 20:55:09 main:581] : INFO : Epoch 1731 | loss: 0.0311888 | val_loss: 0.0311858 | Time: 1783.18 ms [2021-05-18 20:55:11 main:581] : INFO : Epoch 1732 | loss: 0.0311881 | val_loss: 0.0311883 | Time: 1846.89 ms [2021-05-18 20:55:12 main:581] : INFO : Epoch 1733 | loss: 0.0311871 | val_loss: 0.0311862 | Time: 1643.72 ms [2021-05-18 20:55:14 main:581] : INFO : Epoch 1734 | loss: 0.0311865 | val_loss: 0.0311867 | Time: 1732.07 ms [2021-05-18 20:55:16 main:581] : INFO : Epoch 1735 | loss: 0.0311861 | val_loss: 0.0311889 | Time: 1741.71 ms [2021-05-18 20:55:18 main:581] : INFO : Epoch 1736 | loss: 0.031188 | val_loss: 0.0311874 | Time: 1703.83 ms [2021-05-18 20:55:19 main:581] : INFO : Epoch 1737 | loss: 0.03119 | val_loss: 0.0311861 | Time: 1719.21 ms [2021-05-18 20:55:21 main:581] : INFO : Epoch 1738 | loss: 0.0311883 | val_loss: 0.031186 | Time: 1618.12 ms [2021-05-18 20:55:23 main:581] : INFO : Epoch 1739 | loss: 0.0311884 | val_loss: 0.0311875 | Time: 1842.05 ms [2021-05-18 20:55:24 main:581] : INFO : Epoch 1740 | loss: 0.0311879 | val_loss: 0.0311885 | Time: 1683.07 ms [2021-05-18 20:55:26 main:581] : INFO : Epoch 1741 | loss: 0.0311874 | val_loss: 0.0311869 | Time: 1906.8 ms [2021-05-18 20:55:28 main:581] : INFO : Epoch 1742 | loss: 0.0311864 | val_loss: 0.031185 | Time: 1706.93 ms [2021-05-18 20:55:30 main:581] : INFO : Epoch 1743 | loss: 0.0311853 | val_loss: 0.0311847 | Time: 1618.71 ms [2021-05-18 20:55:31 main:581] : INFO : Epoch 1744 | loss: 0.0311882 | val_loss: 0.031187 | Time: 1723.84 ms [2021-05-18 20:55:33 main:581] : INFO : Epoch 1745 | loss: 0.0311908 | val_loss: 0.0311989 | Time: 1795.2 ms [2021-05-18 20:55:35 main:581] : INFO : Epoch 1746 | loss: 0.0312068 | val_loss: 0.0312157 | Time: 1677.31 ms [2021-05-18 20:55:36 main:581] : INFO : Epoch 1747 | loss: 0.0312081 | val_loss: 0.0312063 | Time: 1632.6 ms [2021-05-18 20:55:38 main:581] : INFO : Epoch 1748 | loss: 0.0312042 | val_loss: 0.0312048 | Time: 1708.14 ms [2021-05-18 20:55:40 main:581] : INFO : Epoch 1749 | loss: 0.0312024 | val_loss: 0.0312065 | Time: 1724.88 ms [2021-05-18 20:55:42 main:581] : INFO : Epoch 1750 | loss: 0.0312006 | val_loss: 0.0312037 | Time: 1698.14 ms [2021-05-18 20:55:43 main:581] : INFO : Epoch 1751 | loss: 0.0312016 | val_loss: 0.0312073 | Time: 1634.69 ms [2021-05-18 20:55:45 main:581] : INFO : Epoch 1752 | loss: 0.0312006 | val_loss: 0.0312066 | Time: 1726.4 ms [2021-05-18 20:55:47 main:581] : INFO : Epoch 1753 | loss: 0.0312014 | val_loss: 0.0312032 | Time: 1646.46 ms [2021-05-18 20:55:48 main:581] : INFO : Epoch 1754 | loss: 0.0312007 | val_loss: 0.0312053 | Time: 1613.16 ms [2021-05-18 20:55:50 main:581] : INFO : Epoch 1755 | loss: 0.0312008 | val_loss: 0.0312048 | Time: 1696.28 ms [2021-05-18 20:55:52 main:581] : INFO : Epoch 1756 | loss: 0.0312035 | val_loss: 0.0312061 | Time: 1679.77 ms [2021-05-18 20:55:53 main:581] : INFO : Epoch 1757 | loss: 0.0312032 | val_loss: 0.0312047 | Time: 1616.13 ms [2021-05-18 20:55:55 main:581] : INFO : Epoch 1758 | loss: 0.0312 | val_loss: 0.0312017 | Time: 1639.94 ms [2021-05-18 20:55:57 main:581] : INFO : Epoch 1759 | loss: 0.0311986 | val_loss: 0.0312032 | Time: 1658.54 ms [2021-05-18 20:55:58 main:581] : INFO : Epoch 1760 | loss: 0.0311984 | val_loss: 0.0312018 | Time: 1682.84 ms [2021-05-18 20:56:00 main:581] : INFO : Epoch 1761 | loss: 0.0311982 | val_loss: 0.0312008 | Time: 1616.29 ms [2021-05-18 20:56:01 main:581] : INFO : Epoch 1762 | loss: 0.0311988 | val_loss: 0.0312033 | Time: 1638.14 ms [2021-05-18 20:56:03 main:581] : INFO : Epoch 1763 | loss: 0.0311971 | val_loss: 0.0311993 | Time: 1682.26 ms [2021-05-18 20:56:05 main:581] : INFO : Epoch 1764 | loss: 0.0311959 | val_loss: 0.0312012 | Time: 1759.4 ms [2021-05-18 20:56:07 main:581] : INFO : Epoch 1765 | loss: 0.0311957 | val_loss: 0.031198 | Time: 1594.5 ms [2021-05-18 20:56:08 main:581] : INFO : Epoch 1766 | loss: 0.0311941 | val_loss: 0.0311986 | Time: 1643.46 ms [2021-05-18 20:56:10 main:581] : INFO : Epoch 1767 | loss: 0.0311959 | val_loss: 0.031199 | Time: 1747.5 ms [2021-05-18 20:56:12 main:581] : INFO : Epoch 1768 | loss: 0.031196 | val_loss: 0.0312024 | Time: 1653.43 ms [2021-05-18 20:56:13 main:581] : INFO : Epoch 1769 | loss: 0.0311956 | val_loss: 0.0311989 | Time: 1729.09 ms [2021-05-18 20:56:15 main:581] : INFO : Epoch 1770 | loss: 0.0311954 | val_loss: 0.0311981 | Time: 1705.81 ms [2021-05-18 20:56:17 main:581] : INFO : Epoch 1771 | loss: 0.0311944 | val_loss: 0.0311961 | Time: 1716.95 ms [2021-05-18 20:56:18 main:581] : INFO : Epoch 1772 | loss: 0.0311926 | val_loss: 0.0311988 | Time: 1744.37 ms [2021-05-18 20:56:20 main:581] : INFO : Epoch 1773 | loss: 0.0311925 | val_loss: 0.0311968 | Time: 1747.83 ms [2021-05-18 20:56:22 main:581] : INFO : Epoch 1774 | loss: 0.0311914 | val_loss: 0.0312004 | Time: 1653.47 ms [2021-05-18 20:56:23 main:581] : INFO : Epoch 1775 | loss: 0.0311922 | val_loss: 0.0311967 | Time: 1649.45 ms [2021-05-18 20:56:25 main:581] : INFO : Epoch 1776 | loss: 0.0311923 | val_loss: 0.0311957 | Time: 1737.46 ms [2021-05-18 20:56:27 main:581] : INFO : Epoch 1777 | loss: 0.0311908 | val_loss: 0.031195 | Time: 1728.71 ms [2021-05-18 20:56:29 main:581] : INFO : Epoch 1778 | loss: 0.0311904 | val_loss: 0.0311948 | Time: 1617.58 ms [2021-05-18 20:56:30 main:581] : INFO : Epoch 1779 | loss: 0.0311905 | val_loss: 0.0311967 | Time: 1616.28 ms [2021-05-18 20:56:32 main:581] : INFO : Epoch 1780 | loss: 0.031191 | val_loss: 0.0311983 | Time: 1661.79 ms [2021-05-18 20:56:34 main:581] : INFO : Epoch 1781 | loss: 0.0311919 | val_loss: 0.0311954 | Time: 1684.62 ms [2021-05-18 20:56:35 main:581] : INFO : Epoch 1782 | loss: 0.0311892 | val_loss: 0.031196 | Time: 1645.79 ms [2021-05-18 20:56:37 main:581] : INFO : Epoch 1783 | loss: 0.0311894 | val_loss: 0.0311951 | Time: 1669.44 ms [2021-05-18 20:56:38 main:581] : INFO : Epoch 1784 | loss: 0.0311895 | val_loss: 0.0311965 | Time: 1629.82 ms [2021-05-18 20:56:40 main:581] : INFO : Epoch 1785 | loss: 0.0311912 | val_loss: 0.031195 | Time: 1699.07 ms [2021-05-18 20:56:42 main:581] : INFO : Epoch 1786 | loss: 0.0311912 | val_loss: 0.0311948 | Time: 1636.99 ms [2021-05-18 20:56:43 main:581] : INFO : Epoch 1787 | loss: 0.0311889 | val_loss: 0.0311959 | Time: 1634.93 ms [2021-05-18 20:56:45 main:581] : INFO : Epoch 1788 | loss: 0.0311907 | val_loss: 0.0312006 | Time: 1637.19 ms [2021-05-18 20:56:47 main:581] : INFO : Epoch 1789 | loss: 0.0311926 | val_loss: 0.031197 | Time: 1850.15 ms [2021-05-18 20:56:49 main:581] : INFO : Epoch 1790 | loss: 0.0311942 | val_loss: 0.0311997 | Time: 1665.11 ms [2021-05-18 20:56:50 main:581] : INFO : Epoch 1791 | loss: 0.0311935 | val_loss: 0.0311969 | Time: 1718.46 ms [2021-05-18 20:56:52 main:581] : INFO : Epoch 1792 | loss: 0.0311924 | val_loss: 0.0311998 | Time: 1750.52 ms [2021-05-18 20:56:54 main:581] : INFO : Epoch 1793 | loss: 0.0311917 | val_loss: 0.0311979 | Time: 1661.14 ms [2021-05-18 20:56:55 main:581] : INFO : Epoch 1794 | loss: 0.0311919 | val_loss: 0.0311956 | Time: 1703.49 ms [2021-05-18 20:56:57 main:581] : INFO : Epoch 1795 | loss: 0.0311924 | val_loss: 0.0311973 | Time: 1704.67 ms [2021-05-18 20:56:59 main:581] : INFO : Epoch 1796 | loss: 0.0311958 | val_loss: 0.0311989 | Time: 1733.07 ms [2021-05-18 20:57:01 main:581] : INFO : Epoch 1797 | loss: 0.0311907 | val_loss: 0.0311957 | Time: 1723.56 ms [2021-05-18 20:57:02 main:581] : INFO : Epoch 1798 | loss: 0.0311907 | val_loss: 0.0311941 | Time: 1720.73 ms [2021-05-18 20:57:04 main:581] : INFO : Epoch 1799 | loss: 0.0311896 | val_loss: 0.0312014 | Time: 1739.88 ms [2021-05-18 20:57:06 main:581] : INFO : Epoch 1800 | loss: 0.03119 | val_loss: 0.0311939 | Time: 1664.41 ms [2021-05-18 20:57:07 main:581] : INFO : Epoch 1801 | loss: 0.0311882 | val_loss: 0.0311967 | Time: 1635.42 ms [2021-05-18 20:57:09 main:581] : INFO : Epoch 1802 | loss: 0.0311891 | val_loss: 0.0311988 | Time: 1663.97 ms [2021-05-18 20:57:11 main:581] : INFO : Epoch 1803 | loss: 0.0311891 | val_loss: 0.0311978 | Time: 1707.15 ms [2021-05-18 20:57:12 main:581] : INFO : Epoch 1804 | loss: 0.0311893 | val_loss: 0.0311954 | Time: 1720.73 ms [2021-05-18 20:57:14 main:581] : INFO : Epoch 1805 | loss: 0.0311887 | val_loss: 0.0311939 | Time: 1830.9 ms [2021-05-18 20:57:16 main:581] : INFO : Epoch 1806 | loss: 0.0311887 | val_loss: 0.0311956 | Time: 1686.75 ms [2021-05-18 20:57:18 main:581] : INFO : Epoch 1807 | loss: 0.03119 | val_loss: 0.031196 | Time: 1725.93 ms [2021-05-18 20:57:19 main:581] : INFO : Epoch 1808 | loss: 0.0311874 | val_loss: 0.0311947 | Time: 1746.27 ms [2021-05-18 20:57:21 main:581] : INFO : Epoch 1809 | loss: 0.031187 | val_loss: 0.0311986 | Time: 1811.84 ms [2021-05-18 20:57:23 main:581] : INFO : Epoch 1810 | loss: 0.0311894 | val_loss: 0.0311947 | Time: 1808.48 ms [2021-05-18 20:57:25 main:581] : INFO : Epoch 1811 | loss: 0.0311869 | val_loss: 0.0311943 | Time: 1701.84 ms [2021-05-18 20:57:26 main:581] : INFO : Epoch 1812 | loss: 0.031186 | val_loss: 0.0311936 | Time: 1712.15 ms [2021-05-18 20:57:28 main:581] : INFO : Epoch 1813 | loss: 0.0311859 | val_loss: 0.0311938 | Time: 1734.88 ms [2021-05-18 20:57:30 main:581] : INFO : Epoch 1814 | loss: 0.0311867 | val_loss: 0.0311917 | Time: 1702.43 ms [2021-05-18 20:57:32 main:581] : INFO : Epoch 1815 | loss: 0.0311859 | val_loss: 0.0311918 | Time: 1800.66 ms [2021-05-18 20:57:33 main:581] : INFO : Epoch 1816 | loss: 0.0311853 | val_loss: 0.031193 | Time: 1682.95 ms [2021-05-18 20:57:35 main:581] : INFO : Epoch 1817 | loss: 0.0311859 | val_loss: 0.0311939 | Time: 1793.59 ms [2021-05-18 20:57:37 main:581] : INFO : Epoch 1818 | loss: 0.0311869 | val_loss: 0.0311925 | Time: 1725.86 ms [2021-05-18 20:57:39 main:581] : INFO : Epoch 1819 | loss: 0.031186 | val_loss: 0.0311894 | Time: 1836.15 ms [2021-05-18 20:57:40 main:581] : INFO : Epoch 1820 | loss: 0.0311851 | val_loss: 0.0311902 | Time: 1724 ms [2021-05-18 20:57:42 main:581] : INFO : Epoch 1821 | loss: 0.0311856 | val_loss: 0.0311941 | Time: 1670.41 ms [2021-05-18 20:57:44 main:581] : INFO : Epoch 1822 | loss: 0.0311856 | val_loss: 0.0311895 | Time: 1668.01 ms [2021-05-18 20:57:46 main:581] : INFO : Epoch 1823 | loss: 0.0311854 | val_loss: 0.0311936 | Time: 1711.6 ms [2021-05-18 20:57:47 main:581] : INFO : Epoch 1824 | loss: 0.0311886 | val_loss: 0.0311913 | Time: 1723.84 ms [2021-05-18 20:57:49 main:581] : INFO : Epoch 1825 | loss: 0.0311859 | val_loss: 0.0311916 | Time: 1662.38 ms [2021-05-18 20:57:51 main:581] : INFO : Epoch 1826 | loss: 0.031185 | val_loss: 0.0311901 | Time: 1714.88 ms [2021-05-18 20:57:52 main:581] : INFO : Epoch 1827 | loss: 0.0311854 | val_loss: 0.0311898 | Time: 1646.38 ms [2021-05-18 20:57:54 main:581] : INFO : Epoch 1828 | loss: 0.0311869 | val_loss: 0.0311953 | Time: 1634.58 ms [2021-05-18 20:57:56 main:581] : INFO : Epoch 1829 | loss: 0.0311866 | val_loss: 0.0311909 | Time: 1692.83 ms [2021-05-18 20:57:57 main:581] : INFO : Epoch 1830 | loss: 0.0311849 | val_loss: 0.0311922 | Time: 1721.15 ms [2021-05-18 20:57:59 main:581] : INFO : Epoch 1831 | loss: 0.0311842 | val_loss: 0.0311895 | Time: 1695.03 ms [2021-05-18 20:58:01 main:581] : INFO : Epoch 1832 | loss: 0.0311853 | val_loss: 0.0311927 | Time: 1615.05 ms [2021-05-18 20:58:02 main:581] : INFO : Epoch 1833 | loss: 0.0311879 | val_loss: 0.031195 | Time: 1670.79 ms [2021-05-18 20:58:04 main:581] : INFO : Epoch 1834 | loss: 0.0311869 | val_loss: 0.0311927 | Time: 1730 ms [2021-05-18 20:58:06 main:581] : INFO : Epoch 1835 | loss: 0.0311844 | val_loss: 0.0311898 | Time: 1704.22 ms [2021-05-18 20:58:07 main:581] : INFO : Epoch 1836 | loss: 0.0311837 | val_loss: 0.0311899 | Time: 1696.2 ms [2021-05-18 20:58:09 main:581] : INFO : Epoch 1837 | loss: 0.0311842 | val_loss: 0.0311926 | Time: 1769.33 ms [2021-05-18 20:58:11 main:581] : INFO : Epoch 1838 | loss: 0.0311871 | val_loss: 0.0311987 | Time: 1812.94 ms [2021-05-18 20:58:13 main:581] : INFO : Epoch 1839 | loss: 0.031186 | val_loss: 0.03119 | Time: 1691.84 ms [2021-05-18 20:58:14 main:581] : INFO : Epoch 1840 | loss: 0.0311839 | val_loss: 0.0311899 | Time: 1632.14 ms [2021-05-18 20:58:16 main:581] : INFO : Epoch 1841 | loss: 0.0311842 | val_loss: 0.0311915 | Time: 1671.26 ms [2021-05-18 20:58:18 main:581] : INFO : Epoch 1842 | loss: 0.0311839 | val_loss: 0.0311918 | Time: 1769.29 ms [2021-05-18 20:58:20 main:581] : INFO : Epoch 1843 | loss: 0.0311837 | val_loss: 0.0311912 | Time: 1750.4 ms [2021-05-18 20:58:21 main:581] : INFO : Epoch 1844 | loss: 0.0311847 | val_loss: 0.0311916 | Time: 1753.9 ms [2021-05-18 20:58:23 main:581] : INFO : Epoch 1845 | loss: 0.031183 | val_loss: 0.0311925 | Time: 1647.9 ms [2021-05-18 20:58:25 main:581] : INFO : Epoch 1846 | loss: 0.0311831 | val_loss: 0.0311901 | Time: 1761.83 ms [2021-05-18 20:58:26 main:581] : INFO : Epoch 1847 | loss: 0.031183 | val_loss: 0.0312 | Time: 1766.92 ms [2021-05-18 20:58:28 main:581] : INFO : Epoch 1848 | loss: 0.0311842 | val_loss: 0.0311891 | Time: 1720.1 ms [2021-05-18 20:58:30 main:581] : INFO : Epoch 1849 | loss: 0.0311838 | val_loss: 0.031195 | Time: 1747.15 ms [2021-05-18 20:58:32 main:581] : INFO : Epoch 1850 | loss: 0.0311849 | val_loss: 0.0311891 | Time: 1753.9 ms [2021-05-18 20:58:33 main:581] : INFO : Epoch 1851 | loss: 0.0311847 | val_loss: 0.0311923 | Time: 1780.28 ms [2021-05-18 20:58:35 main:581] : INFO : Epoch 1852 | loss: 0.031183 | val_loss: 0.0311905 | Time: 1671.7 ms [2021-05-18 20:58:37 main:581] : INFO : Epoch 1853 | loss: 0.0311839 | val_loss: 0.0311908 | Time: 1660.5 ms [2021-05-18 20:58:38 main:581] : INFO : Epoch 1854 | loss: 0.0311852 | val_loss: 0.0311941 | Time: 1609.81 ms [2021-05-18 20:58:40 main:581] : INFO : Epoch 1855 | loss: 0.0311869 | val_loss: 0.0311911 | Time: 1725.97 ms [2021-05-18 20:58:42 main:581] : INFO : Epoch 1856 | loss: 0.0311825 | val_loss: 0.03119 | Time: 1740.89 ms [2021-05-18 20:58:44 main:581] : INFO : Epoch 1857 | loss: 0.0311851 | val_loss: 0.0311926 | Time: 1656.93 ms [2021-05-18 20:58:45 main:581] : INFO : Epoch 1858 | loss: 0.0311867 | val_loss: 0.0311927 | Time: 1697.99 ms [2021-05-18 20:58:47 main:581] : INFO : Epoch 1859 | loss: 0.0311852 | val_loss: 0.031196 | Time: 1750.35 ms [2021-05-18 20:58:49 main:581] : INFO : Epoch 1860 | loss: 0.031185 | val_loss: 0.0311922 | Time: 1780 ms [2021-05-18 20:58:51 main:581] : INFO : Epoch 1861 | loss: 0.0311849 | val_loss: 0.0311903 | Time: 1788.44 ms [2021-05-18 20:58:52 main:581] : INFO : Epoch 1862 | loss: 0.0311841 | val_loss: 0.0311907 | Time: 1664.53 ms [2021-05-18 20:58:54 main:581] : INFO : Epoch 1863 | loss: 0.0311877 | val_loss: 0.0311949 | Time: 1725.57 ms [2021-05-18 20:58:56 main:581] : INFO : Epoch 1864 | loss: 0.0311883 | val_loss: 0.0311929 | Time: 1719.56 ms [2021-05-18 20:58:57 main:581] : INFO : Epoch 1865 | loss: 0.0311855 | val_loss: 0.031196 | Time: 1694.39 ms [2021-05-18 20:58:59 main:581] : INFO : Epoch 1866 | loss: 0.031189 | val_loss: 0.0311988 | Time: 1704.43 ms [2021-05-18 20:59:01 main:581] : INFO : Epoch 1867 | loss: 0.031188 | val_loss: 0.0311919 | Time: 1669.14 ms [2021-05-18 20:59:02 main:581] : INFO : Epoch 1868 | loss: 0.0311876 | val_loss: 0.0311941 | Time: 1670.08 ms [2021-05-18 20:59:04 main:581] : INFO : Epoch 1869 | loss: 0.0311869 | val_loss: 0.0311916 | Time: 1804.09 ms [2021-05-18 20:59:06 main:581] : INFO : Epoch 1870 | loss: 0.0311846 | val_loss: 0.0311897 | Time: 1642.93 ms [2021-05-18 20:59:08 main:581] : INFO : Epoch 1871 | loss: 0.0311838 | val_loss: 0.0311902 | Time: 1729.33 ms [2021-05-18 20:59:09 main:581] : INFO : Epoch 1872 | loss: 0.031184 | val_loss: 0.0311936 | Time: 1696.21 ms [2021-05-18 20:59:11 main:581] : INFO : Epoch 1873 | loss: 0.0311878 | val_loss: 0.0311912 | Time: 1641 ms [2021-05-18 20:59:13 main:581] : INFO : Epoch 1874 | loss: 0.0311839 | val_loss: 0.0311911 | Time: 1693.02 ms [2021-05-18 20:59:14 main:581] : INFO : Epoch 1875 | loss: 0.0311829 | val_loss: 0.0311912 | Time: 1702.75 ms [2021-05-18 20:59:16 main:581] : INFO : Epoch 1876 | loss: 0.0311837 | val_loss: 0.0311922 | Time: 1704.99 ms [2021-05-18 20:59:18 main:581] : INFO : Epoch 1877 | loss: 0.0311851 | val_loss: 0.031199 | Time: 1690.2 ms [2021-05-18 20:59:19 main:581] : INFO : Epoch 1878 | loss: 0.0311913 | val_loss: 0.0311932 | Time: 1648.52 ms [2021-05-18 20:59:21 main:581] : INFO : Epoch 1879 | loss: 0.0311862 | val_loss: 0.0311898 | Time: 1741.61 ms [2021-05-18 20:59:23 main:581] : INFO : Epoch 1880 | loss: 0.031183 | val_loss: 0.0311883 | Time: 1815.14 ms [2021-05-18 20:59:25 main:581] : INFO : Epoch 1881 | loss: 0.0311821 | val_loss: 0.0311876 | Time: 1745.13 ms [2021-05-18 20:59:26 main:581] : INFO : Epoch 1882 | loss: 0.0311838 | val_loss: 0.0311929 | Time: 1599.97 ms [2021-05-18 20:59:28 main:581] : INFO : Epoch 1883 | loss: 0.0311827 | val_loss: 0.031188 | Time: 1638.79 ms [2021-05-18 20:59:30 main:581] : INFO : Epoch 1884 | loss: 0.0311849 | val_loss: 0.0311907 | Time: 1714.39 ms [2021-05-18 20:59:31 main:581] : INFO : Epoch 1885 | loss: 0.0311866 | val_loss: 0.0311913 | Time: 1668.3 ms [2021-05-18 20:59:33 main:581] : INFO : Epoch 1886 | loss: 0.0311857 | val_loss: 0.0311916 | Time: 1642.56 ms [2021-05-18 20:59:35 main:581] : INFO : Epoch 1887 | loss: 0.031186 | val_loss: 0.0311927 | Time: 1643.89 ms [2021-05-18 20:59:36 main:581] : INFO : Epoch 1888 | loss: 0.0311883 | val_loss: 0.0311919 | Time: 1889.22 ms [2021-05-18 20:59:38 main:581] : INFO : Epoch 1889 | loss: 0.0311877 | val_loss: 0.0311907 | Time: 1622.29 ms [2021-05-18 20:59:40 main:581] : INFO : Epoch 1890 | loss: 0.0311869 | val_loss: 0.0311917 | Time: 1668.84 ms [2021-05-18 20:59:42 main:581] : INFO : Epoch 1891 | loss: 0.031188 | val_loss: 0.0311965 | Time: 1856.63 ms [2021-05-18 20:59:43 main:581] : INFO : Epoch 1892 | loss: 0.0311862 | val_loss: 0.0311911 | Time: 1809.51 ms [2021-05-18 20:59:45 main:581] : INFO : Epoch 1893 | loss: 0.0311869 | val_loss: 0.0311919 | Time: 1800.96 ms [2021-05-18 20:59:47 main:581] : INFO : Epoch 1894 | loss: 0.031187 | val_loss: 0.031191 | Time: 1766.3 ms [2021-05-18 20:59:49 main:581] : INFO : Epoch 1895 | loss: 0.0311876 | val_loss: 0.0311906 | Time: 1616.29 ms [2021-05-18 20:59:50 main:581] : INFO : Epoch 1896 | loss: 0.0311866 | val_loss: 0.0311916 | Time: 1687.12 ms [2021-05-18 20:59:52 main:581] : INFO : Epoch 1897 | loss: 0.0311891 | val_loss: 0.0311924 | Time: 1642.78 ms [2021-05-18 20:59:54 main:581] : INFO : Epoch 1898 | loss: 0.0311861 | val_loss: 0.0311899 | Time: 1749.7 ms [2021-05-18 20:59:55 main:581] : INFO : Epoch 1899 | loss: 0.0311858 | val_loss: 0.0311944 | Time: 1763.91 ms [2021-05-18 20:59:57 main:581] : INFO : Epoch 1900 | loss: 0.0311863 | val_loss: 0.0311934 | Time: 1709.04 ms [2021-05-18 20:59:59 main:581] : INFO : Epoch 1901 | loss: 0.0311858 | val_loss: 0.0311921 | Time: 1626.58 ms [2021-05-18 21:00:00 main:581] : INFO : Epoch 1902 | loss: 0.0311858 | val_loss: 0.0311917 | Time: 1668.38 ms [2021-05-18 21:00:02 main:581] : INFO : Epoch 1903 | loss: 0.0311924 | val_loss: 0.0311921 | Time: 1761.94 ms [2021-05-18 21:00:04 main:581] : INFO : Epoch 1904 | loss: 0.0311875 | val_loss: 0.0311937 | Time: 1630.61 ms [2021-05-18 21:00:06 main:581] : INFO : Epoch 1905 | loss: 0.031187 | val_loss: 0.0311921 | Time: 1724.13 ms [2021-05-18 21:00:07 main:581] : INFO : Epoch 1906 | loss: 0.0311854 | val_loss: 0.0311918 | Time: 1661.18 ms [2021-05-18 21:00:09 main:581] : INFO : Epoch 1907 | loss: 0.0311858 | val_loss: 0.0311921 | Time: 1765.09 ms [2021-05-18 21:00:11 main:581] : INFO : Epoch 1908 | loss: 0.0311853 | val_loss: 0.0311968 | Time: 1773.27 ms [2021-05-18 21:00:13 main:581] : INFO : Epoch 1909 | loss: 0.0311893 | val_loss: 0.0311936 | Time: 1803.28 ms [2021-05-18 21:00:14 main:581] : INFO : Epoch 1910 | loss: 0.0311855 | val_loss: 0.0311935 | Time: 1770.89 ms [2021-05-18 21:00:16 main:581] : INFO : Epoch 1911 | loss: 0.0311868 | val_loss: 0.0311925 | Time: 1722.39 ms [2021-05-18 21:00:18 main:581] : INFO : Epoch 1912 | loss: 0.0311912 | val_loss: 0.0311912 | Time: 1825.89 ms [2021-05-18 21:00:20 main:581] : INFO : Epoch 1913 | loss: 0.0311899 | val_loss: 0.0311931 | Time: 1757.45 ms [2021-05-18 21:00:21 main:581] : INFO : Epoch 1914 | loss: 0.031189 | val_loss: 0.03119 | Time: 1676.55 ms [2021-05-18 21:00:23 main:581] : INFO : Epoch 1915 | loss: 0.0311883 | val_loss: 0.0311906 | Time: 1641.5 ms [2021-05-18 21:00:25 main:581] : INFO : Epoch 1916 | loss: 0.0311879 | val_loss: 0.031189 | Time: 1688.89 ms [2021-05-18 21:00:26 main:581] : INFO : Epoch 1917 | loss: 0.0311866 | val_loss: 0.0311883 | Time: 1680.18 ms [2021-05-18 21:00:28 main:581] : INFO : Epoch 1918 | loss: 0.0311859 | val_loss: 0.03119 | Time: 1606.89 ms [2021-05-18 21:00:30 main:581] : INFO : Epoch 1919 | loss: 0.0311862 | val_loss: 0.0311935 | Time: 1673.77 ms [2021-05-18 21:00:31 main:581] : INFO : Epoch 1920 | loss: 0.0311872 | val_loss: 0.031191 | Time: 1813.81 ms [2021-05-18 21:00:33 main:581] : INFO : Epoch 1921 | loss: 0.0311863 | val_loss: 0.0311905 | Time: 1748.19 ms [2021-05-18 21:00:35 main:581] : INFO : Epoch 1922 | loss: 0.0311858 | val_loss: 0.0311895 | Time: 1635.2 ms [2021-05-18 21:00:37 main:581] : INFO : Epoch 1923 | loss: 0.0311868 | val_loss: 0.0311902 | Time: 1811.52 ms [2021-05-18 21:00:38 main:581] : INFO : Epoch 1924 | loss: 0.0311861 | val_loss: 0.0311966 | Time: 1762.55 ms [2021-05-18 21:00:40 main:581] : INFO : Epoch 1925 | loss: 0.0311947 | val_loss: 0.0311971 | Time: 1732.97 ms [2021-05-18 21:00:42 main:581] : INFO : Epoch 1926 | loss: 0.0311926 | val_loss: 0.0311967 | Time: 1668.1 ms [2021-05-18 21:00:43 main:581] : INFO : Epoch 1927 | loss: 0.0311923 | val_loss: 0.0311952 | Time: 1660.9 ms [2021-05-18 21:00:45 main:581] : INFO : Epoch 1928 | loss: 0.0311912 | val_loss: 0.0311943 | Time: 1708.52 ms [2021-05-18 21:00:47 main:581] : INFO : Epoch 1929 | loss: 0.0311911 | val_loss: 0.0311942 | Time: 1586.61 ms [2021-05-18 21:00:48 main:581] : INFO : Epoch 1930 | loss: 0.0311911 | val_loss: 0.0311971 | Time: 1678.12 ms [2021-05-18 21:00:50 main:581] : INFO : Epoch 1931 | loss: 0.0311903 | val_loss: 0.0311954 | Time: 1743.03 ms [2021-05-18 21:00:52 main:581] : INFO : Epoch 1932 | loss: 0.0311904 | val_loss: 0.0311943 | Time: 1808.35 ms [2021-05-18 21:00:54 main:581] : INFO : Epoch 1933 | loss: 0.0311911 | val_loss: 0.0311958 | Time: 1634.4 ms [2021-05-18 21:00:55 main:581] : INFO : Epoch 1934 | loss: 0.0311914 | val_loss: 0.0311982 | Time: 1635.68 ms [2021-05-18 21:00:57 main:581] : INFO : Epoch 1935 | loss: 0.03119 | val_loss: 0.0311987 | Time: 1708.32 ms [2021-05-18 21:00:59 main:581] : INFO : Epoch 1936 | loss: 0.0311894 | val_loss: 0.0311951 | Time: 1703.11 ms [2021-05-18 21:01:00 main:581] : INFO : Epoch 1937 | loss: 0.031189 | val_loss: 0.0311972 | Time: 1672.18 ms [2021-05-18 21:01:02 main:581] : INFO : Epoch 1938 | loss: 0.0311891 | val_loss: 0.0311943 | Time: 1742.9 ms [2021-05-18 21:01:04 main:581] : INFO : Epoch 1939 | loss: 0.0311882 | val_loss: 0.0311959 | Time: 1656.47 ms [2021-05-18 21:01:05 main:581] : INFO : Epoch 1940 | loss: 0.0311914 | val_loss: 0.031196 | Time: 1642.32 ms [2021-05-18 21:01:07 main:581] : INFO : Epoch 1941 | loss: 0.0311922 | val_loss: 0.0311922 | Time: 1639.72 ms [2021-05-18 21:01:09 main:581] : INFO : Epoch 1942 | loss: 0.0311988 | val_loss: 0.0312001 | Time: 1700.72 ms [2021-05-18 21:01:10 main:581] : INFO : Epoch 1943 | loss: 0.0321279 | val_loss: 0.041154 | Time: 1694.64 ms [2021-05-18 21:01:12 main:581] : INFO : Epoch 1944 | loss: 0.033365 | val_loss: 0.0315914 | Time: 1649.61 ms [2021-05-18 21:01:14 main:581] : INFO : Epoch 1945 | loss: 0.031391 | val_loss: 0.03127 | Time: 1746.4 ms [2021-05-18 21:01:16 main:581] : INFO : Epoch 1946 | loss: 0.0312393 | val_loss: 0.0312117 | Time: 1717.21 ms [2021-05-18 21:01:17 main:581] : INFO : Epoch 1947 | loss: 0.0312101 | val_loss: 0.0312011 | Time: 1657.6 ms [2021-05-18 21:01:19 main:581] : INFO : Epoch 1948 | loss: 0.0312007 | val_loss: 0.0311983 | Time: 1605.92 ms [2021-05-18 21:01:20 main:581] : INFO : Epoch 1949 | loss: 0.0311986 | val_loss: 0.0311981 | Time: 1658.62 ms [2021-05-18 21:01:22 main:581] : INFO : Epoch 1950 | loss: 0.0311969 | val_loss: 0.0311971 | Time: 1656.23 ms [2021-05-18 21:01:24 main:581] : INFO : Epoch 1951 | loss: 0.0311959 | val_loss: 0.0311973 | Time: 1738.9 ms [2021-05-18 21:01:26 main:581] : INFO : Epoch 1952 | loss: 0.0311965 | val_loss: 0.0311987 | Time: 1759.5 ms [2021-05-18 21:01:27 main:581] : INFO : Epoch 1953 | loss: 0.0311956 | val_loss: 0.0311958 | Time: 1752.65 ms [2021-05-18 21:01:29 main:581] : INFO : Epoch 1954 | loss: 0.0311953 | val_loss: 0.0311959 | Time: 1738.2 ms [2021-05-18 21:01:31 main:581] : INFO : Epoch 1955 | loss: 0.0311958 | val_loss: 0.031197 | Time: 1733.15 ms [2021-05-18 21:01:33 main:581] : INFO : Epoch 1956 | loss: 0.0311954 | val_loss: 0.0311962 | Time: 1700.29 ms [2021-05-18 21:01:34 main:581] : INFO : Epoch 1957 | loss: 0.0311959 | val_loss: 0.0311964 | Time: 1664.04 ms [2021-05-18 21:01:36 main:581] : INFO : Epoch 1958 | loss: 0.031196 | val_loss: 0.0311946 | Time: 1775.7 ms [2021-05-18 21:01:38 main:581] : INFO : Epoch 1959 | loss: 0.0311934 | val_loss: 0.0311936 | Time: 1609.69 ms [2021-05-18 21:01:39 main:581] : INFO : Epoch 1960 | loss: 0.0311942 | val_loss: 0.0311935 | Time: 1662.98 ms [2021-05-18 21:01:41 main:581] : INFO : Epoch 1961 | loss: 0.0311926 | val_loss: 0.0311935 | Time: 1608.56 ms [2021-05-18 21:01:43 main:581] : INFO : Epoch 1962 | loss: 0.0311908 | val_loss: 0.0311929 | Time: 1736.32 ms [2021-05-18 21:01:44 main:581] : INFO : Epoch 1963 | loss: 0.0311892 | val_loss: 0.0311939 | Time: 1658.37 ms [2021-05-18 21:01:46 main:581] : INFO : Epoch 1964 | loss: 0.0311892 | val_loss: 0.0311924 | Time: 1742.83 ms [2021-05-18 21:01:48 main:581] : INFO : Epoch 1965 | loss: 0.0311888 | val_loss: 0.0311917 | Time: 1636.49 ms [2021-05-18 21:01:49 main:581] : INFO : Epoch 1966 | loss: 0.0311873 | val_loss: 0.0311909 | Time: 1678.54 ms [2021-05-18 21:01:51 main:581] : INFO : Epoch 1967 | loss: 0.031187 | val_loss: 0.0311915 | Time: 1742.69 ms [2021-05-18 21:01:53 main:581] : INFO : Epoch 1968 | loss: 0.0311866 | val_loss: 0.03119 | Time: 1763.47 ms [2021-05-18 21:01:55 main:581] : INFO : Epoch 1969 | loss: 0.0311861 | val_loss: 0.0311887 | Time: 1733.32 ms [2021-05-18 21:01:56 main:581] : INFO : Epoch 1970 | loss: 0.0311852 | val_loss: 0.0311891 | Time: 1676.71 ms [2021-05-18 21:01:58 main:581] : INFO : Epoch 1971 | loss: 0.0311855 | val_loss: 0.0311884 | Time: 1713.63 ms [2021-05-18 21:02:00 main:581] : INFO : Epoch 1972 | loss: 0.0311858 | val_loss: 0.03119 | Time: 1698.59 ms [2021-05-18 21:02:01 main:581] : INFO : Epoch 1973 | loss: 0.0311856 | val_loss: 0.0311928 | Time: 1613.67 ms [2021-05-18 21:02:03 main:581] : INFO : Epoch 1974 | loss: 0.0311875 | val_loss: 0.0311956 | Time: 1713.11 ms [2021-05-18 21:02:05 main:581] : INFO : Epoch 1975 | loss: 0.0311849 | val_loss: 0.03119 | Time: 1621.61 ms [2021-05-18 21:02:06 main:581] : INFO : Epoch 1976 | loss: 0.0311853 | val_loss: 0.0311916 | Time: 1744.99 ms [2021-05-18 21:02:08 main:581] : INFO : Epoch 1977 | loss: 0.0311859 | val_loss: 0.0311936 | Time: 1830.67 ms [2021-05-18 21:02:10 main:581] : INFO : Epoch 1978 | loss: 0.0311879 | val_loss: 0.0311949 | Time: 1736.81 ms [2021-05-18 21:02:12 main:581] : INFO : Epoch 1979 | loss: 0.0311873 | val_loss: 0.0311917 | Time: 1812.77 ms [2021-05-18 21:02:13 main:581] : INFO : Epoch 1980 | loss: 0.0311851 | val_loss: 0.031193 | Time: 1642.72 ms [2021-05-18 21:02:15 main:581] : INFO : Epoch 1981 | loss: 0.0311863 | val_loss: 0.0311918 | Time: 1714.09 ms [2021-05-18 21:02:17 main:581] : INFO : Epoch 1982 | loss: 0.0311853 | val_loss: 0.031192 | Time: 1627.05 ms [2021-05-18 21:02:18 main:581] : INFO : Epoch 1983 | loss: 0.0311854 | val_loss: 0.0311914 | Time: 1625.11 ms [2021-05-18 21:02:20 main:581] : INFO : Epoch 1984 | loss: 0.0311843 | val_loss: 0.0311925 | Time: 1665.35 ms [2021-05-18 21:02:22 main:581] : INFO : Epoch 1985 | loss: 0.0311834 | val_loss: 0.0311926 | Time: 1736.06 ms [2021-05-18 21:02:23 main:581] : INFO : Epoch 1986 | loss: 0.0311839 | val_loss: 0.0311946 | Time: 1669.97 ms [2021-05-18 21:02:25 main:581] : INFO : Epoch 1987 | loss: 0.0311838 | val_loss: 0.0311914 | Time: 1690.97 ms [2021-05-18 21:02:27 main:581] : INFO : Epoch 1988 | loss: 0.0311832 | val_loss: 0.0311915 | Time: 1706.13 ms [2021-05-18 21:02:28 main:581] : INFO : Epoch 1989 | loss: 0.031184 | val_loss: 0.0311944 | Time: 1650.82 ms [2021-05-18 21:02:30 main:581] : INFO : Epoch 1990 | loss: 0.0311854 | val_loss: 0.0311911 | Time: 1630.37 ms [2021-05-18 21:02:32 main:581] : INFO : Epoch 1991 | loss: 0.0311845 | val_loss: 0.031192 | Time: 1780.27 ms [2021-05-18 21:02:34 main:581] : INFO : Epoch 1992 | loss: 0.0311869 | val_loss: 0.0311926 | Time: 1635.3 ms [2021-05-18 21:02:35 main:581] : INFO : Epoch 1993 | loss: 0.0311857 | val_loss: 0.0311937 | Time: 1726.77 ms [2021-05-18 21:02:37 main:581] : INFO : Epoch 1994 | loss: 0.0311847 | val_loss: 0.0311925 | Time: 1892.95 ms [2021-05-18 21:02:39 main:581] : INFO : Epoch 1995 | loss: 0.0311849 | val_loss: 0.0311927 | Time: 1676.99 ms [2021-05-18 21:02:40 main:581] : INFO : Epoch 1996 | loss: 0.0311831 | val_loss: 0.0311931 | Time: 1654.19 ms [2021-05-18 21:02:42 main:581] : INFO : Epoch 1997 | loss: 0.0311834 | val_loss: 0.0311904 | Time: 1811.68 ms [2021-05-18 21:02:44 main:581] : INFO : Epoch 1998 | loss: 0.031183 | val_loss: 0.0311927 | Time: 1733.39 ms [2021-05-18 21:02:46 main:581] : INFO : Epoch 1999 | loss: 0.0311838 | val_loss: 0.0311916 | Time: 1729.81 ms [2021-05-18 21:02:47 main:581] : INFO : Epoch 2000 | loss: 0.031183 | val_loss: 0.0311905 | Time: 1612.56 ms [2021-05-18 21:02:49 main:581] : INFO : Epoch 2001 | loss: 0.0311826 | val_loss: 0.0311906 | Time: 1760.39 ms [2021-05-18 21:02:51 main:581] : INFO : Epoch 2002 | loss: 0.0311824 | val_loss: 0.0311899 | Time: 1763.89 ms [2021-05-18 21:02:53 main:581] : INFO : Epoch 2003 | loss: 0.0311853 | val_loss: 0.0311893 | Time: 1704.15 ms [2021-05-18 21:02:54 main:581] : INFO : Epoch 2004 | loss: 0.0311858 | val_loss: 0.0311947 | Time: 1694.15 ms [2021-05-18 21:02:56 main:581] : INFO : Epoch 2005 | loss: 0.0311883 | val_loss: 0.0311938 | Time: 1732.9 ms [2021-05-18 21:02:58 main:581] : INFO : Epoch 2006 | loss: 0.0311887 | val_loss: 0.0311913 | Time: 1814.65 ms [2021-05-18 21:03:00 main:581] : INFO : Epoch 2007 | loss: 0.0311869 | val_loss: 0.031192 | Time: 1770.06 ms [2021-05-18 21:03:01 main:581] : INFO : Epoch 2008 | loss: 0.0311863 | val_loss: 0.0311903 | Time: 1791.86 ms [2021-05-18 21:03:03 main:581] : INFO : Epoch 2009 | loss: 0.031185 | val_loss: 0.0311901 | Time: 1758.37 ms [2021-05-18 21:03:05 main:581] : INFO : Epoch 2010 | loss: 0.0311866 | val_loss: 0.0311907 | Time: 1724.43 ms [2021-05-18 21:03:07 main:581] : INFO : Epoch 2011 | loss: 0.0311855 | val_loss: 0.0311911 | Time: 1702.97 ms [2021-05-18 21:03:08 main:581] : INFO : Epoch 2012 | loss: 0.0311847 | val_loss: 0.0311911 | Time: 1679.15 ms [2021-05-18 21:03:10 main:581] : INFO : Epoch 2013 | loss: 0.0311915 | val_loss: 0.031201 | Time: 1711.11 ms [2021-05-18 21:03:12 main:581] : INFO : Epoch 2014 | loss: 0.0311936 | val_loss: 0.0311927 | Time: 1725.45 ms [2021-05-18 21:03:13 main:581] : INFO : Epoch 2015 | loss: 0.0311919 | val_loss: 0.0311927 | Time: 1776.42 ms [2021-05-18 21:03:15 main:581] : INFO : Epoch 2016 | loss: 0.0311917 | val_loss: 0.0311921 | Time: 1840.29 ms [2021-05-18 21:03:17 main:581] : INFO : Epoch 2017 | loss: 0.0311899 | val_loss: 0.0311909 | Time: 1827.03 ms [2021-05-18 21:03:19 main:581] : INFO : Epoch 2018 | loss: 0.0311886 | val_loss: 0.0311877 | Time: 1617.65 ms [2021-05-18 21:03:21 main:581] : INFO : Epoch 2019 | loss: 0.0311883 | val_loss: 0.0311878 | Time: 1735.3 ms [2021-05-18 21:03:22 main:581] : INFO : Epoch 2020 | loss: 0.0311862 | val_loss: 0.0311881 | Time: 1808.69 ms [2021-05-18 21:03:24 main:581] : INFO : Epoch 2021 | loss: 0.0311856 | val_loss: 0.0311882 | Time: 1702.5 ms [2021-05-18 21:03:26 main:581] : INFO : Epoch 2022 | loss: 0.0311856 | val_loss: 0.0311887 | Time: 1768.51 ms [2021-05-18 21:03:27 main:581] : INFO : Epoch 2023 | loss: 0.031185 | val_loss: 0.0311888 | Time: 1695.7 ms [2021-05-18 21:03:29 main:581] : INFO : Epoch 2024 | loss: 0.0311848 | val_loss: 0.0311886 | Time: 1783.98 ms [2021-05-18 21:03:31 main:581] : INFO : Epoch 2025 | loss: 0.0311846 | val_loss: 0.0311895 | Time: 1694.41 ms [2021-05-18 21:03:33 main:581] : INFO : Epoch 2026 | loss: 0.031186 | val_loss: 0.0311912 | Time: 1761.71 ms [2021-05-18 21:03:34 main:581] : INFO : Epoch 2027 | loss: 0.0311851 | val_loss: 0.0311891 | Time: 1776.87 ms [2021-05-18 21:03:36 main:581] : INFO : Epoch 2028 | loss: 0.0311861 | val_loss: 0.03119 | Time: 1708.16 ms [2021-05-18 21:03:38 main:581] : INFO : Epoch 2029 | loss: 0.0311856 | val_loss: 0.0311902 | Time: 1644.57 ms [2021-05-18 21:03:39 main:581] : INFO : Epoch 2030 | loss: 0.0311845 | val_loss: 0.0311864 | Time: 1643.65 ms [2021-05-18 21:03:41 main:581] : INFO : Epoch 2031 | loss: 0.0311843 | val_loss: 0.0311861 | Time: 1657.5 ms [2021-05-18 21:03:43 main:581] : INFO : Epoch 2032 | loss: 0.0311844 | val_loss: 0.0311878 | Time: 1826.95 ms [2021-05-18 21:03:45 main:581] : INFO : Epoch 2033 | loss: 0.0311836 | val_loss: 0.0311873 | Time: 1766.27 ms [2021-05-18 21:03:46 main:581] : INFO : Epoch 2034 | loss: 0.0311836 | val_loss: 0.03119 | Time: 1728.18 ms [2021-05-18 21:03:48 main:581] : INFO : Epoch 2035 | loss: 0.0311836 | val_loss: 0.0311875 | Time: 1642.6 ms [2021-05-18 21:03:50 main:581] : INFO : Epoch 2036 | loss: 0.0311836 | val_loss: 0.0311889 | Time: 1673.45 ms [2021-05-18 21:03:51 main:581] : INFO : Epoch 2037 | loss: 0.0311836 | val_loss: 0.0311883 | Time: 1641.48 ms [2021-05-18 21:03:53 main:581] : INFO : Epoch 2038 | loss: 0.0311833 | val_loss: 0.0311882 | Time: 1696.16 ms [2021-05-18 21:03:55 main:581] : INFO : Epoch 2039 | loss: 0.0311827 | val_loss: 0.0311886 | Time: 1729.24 ms [2021-05-18 21:03:57 main:581] : INFO : Epoch 2040 | loss: 0.0311823 | val_loss: 0.0311887 | Time: 1729.27 ms [2021-05-18 21:03:58 main:581] : INFO : Epoch 2041 | loss: 0.0311818 | val_loss: 0.0311875 | Time: 1677.48 ms [2021-05-18 21:04:00 main:581] : INFO : Epoch 2042 | loss: 0.0311817 | val_loss: 0.0311875 | Time: 1775.89 ms [2021-05-18 21:04:02 main:581] : INFO : Epoch 2043 | loss: 0.0311816 | val_loss: 0.0311891 | Time: 1740.28 ms [2021-05-18 21:04:04 main:581] : INFO : Epoch 2044 | loss: 0.031184 | val_loss: 0.031189 | Time: 1777.61 ms [2021-05-18 21:04:05 main:581] : INFO : Epoch 2045 | loss: 0.0311838 | val_loss: 0.0311867 | Time: 1753.31 ms [2021-05-18 21:04:07 main:581] : INFO : Epoch 2046 | loss: 0.0311824 | val_loss: 0.0311902 | Time: 1634.94 ms [2021-05-18 21:04:09 main:581] : INFO : Epoch 2047 | loss: 0.0311835 | val_loss: 0.0311849 | Time: 1696.23 ms [2021-05-18 21:04:10 main:581] : INFO : Epoch 2048 | loss: 0.0311816 | val_loss: 0.031187 | Time: 1623.17 ms [2021-05-18 21:04:10 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031187 [2021-05-18 21:04:10 main:610] : INFO : Saving end state to config to file [2021-05-18 21:04:10 main:615] : INFO : Success, exiting.. 21:04:10 (24953): 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)