Task 5250287
| Name | ParityMachine-1619236791-1494-3_1 |
| Workunit | 3150228 |
| Created | 29 May 2021, 8:48:27 UTC |
| Sent | 29 May 2021, 10:18:43 UTC |
| Report deadline | 5 Jun 2021, 10:18:43 UTC |
| Received | 30 May 2021, 0:16:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 56 min 13 sec |
| CPU time | 56 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,233.98 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: 0.0311835 | val_loss: 0.0311869 | Time: 1657.68 ms
[2021-05-29 20:02:29 main:581] : INFO : Epoch 1539 | loss: 0.0311835 | val_loss: 0.0311873 | Time: 1654.58 ms
[2021-05-29 20:02:31 main:581] : INFO : Epoch 1540 | loss: 0.0311839 | val_loss: 0.0311891 | Time: 1655.56 ms
[2021-05-29 20:02:33 main:581] : INFO : Epoch 1541 | loss: 0.0311836 | val_loss: 0.0311874 | Time: 1644.53 ms
[2021-05-29 20:02:34 main:581] : INFO : Epoch 1542 | loss: 0.0311833 | val_loss: 0.0311883 | Time: 1634.99 ms
[2021-05-29 20:02:36 main:581] : INFO : Epoch 1543 | loss: 0.0311853 | val_loss: 0.0311876 | Time: 1634.91 ms
[2021-05-29 20:02:38 main:581] : INFO : Epoch 1544 | loss: 0.0311835 | val_loss: 0.0311877 | Time: 1635.26 ms
[2021-05-29 20:02:39 main:581] : INFO : Epoch 1545 | loss: 0.0311843 | val_loss: 0.0311886 | Time: 1632.39 ms
[2021-05-29 20:02:41 main:581] : INFO : Epoch 1546 | loss: 0.0311836 | val_loss: 0.0311876 | Time: 1640.05 ms
[2021-05-29 20:02:42 main:581] : INFO : Epoch 1547 | loss: 0.031184 | val_loss: 0.0311872 | Time: 1636.86 ms
[2021-05-29 20:02:44 main:581] : INFO : Epoch 1548 | loss: 0.0311871 | val_loss: 0.031189 | Time: 1640.09 ms
[2021-05-29 20:02:46 main:581] : INFO : Epoch 1549 | loss: 0.0311878 | val_loss: 0.0311876 | Time: 1640.45 ms
[2021-05-29 20:02:47 main:581] : INFO : Epoch 1550 | loss: 0.0311832 | val_loss: 0.0311873 | Time: 1643.94 ms
[2021-05-29 20:02:49 main:581] : INFO : Epoch 1551 | loss: 0.031183 | val_loss: 0.0311888 | Time: 1631.73 ms
[2021-05-29 20:02:51 main:581] : INFO : Epoch 1552 | loss: 0.0311836 | val_loss: 0.0311878 | Time: 1638.52 ms
[2021-05-29 20:02:52 main:581] : INFO : Epoch 1553 | loss: 0.0311832 | val_loss: 0.0311881 | Time: 1622.41 ms
[2021-05-29 20:02:54 main:581] : INFO : Epoch 1554 | loss: 0.0311828 | val_loss: 0.0311874 | Time: 1646.28 ms
[2021-05-29 20:02:56 main:581] : INFO : Epoch 1555 | loss: 0.0311858 | val_loss: 0.0311876 | Time: 1638.6 ms
[2021-05-29 20:02:57 main:581] : INFO : Epoch 1556 | loss: 0.0311868 | val_loss: 0.03119 | Time: 1629.93 ms
[2021-05-29 20:02:59 main:581] : INFO : Epoch 1557 | loss: 0.0311844 | val_loss: 0.0311884 | Time: 1642.7 ms
[2021-05-29 20:03:01 main:581] : INFO : Epoch 1558 | loss: 0.0311834 | val_loss: 0.0311878 | Time: 1652.86 ms
[2021-05-29 20:03:02 main:581] : INFO : Epoch 1559 | loss: 0.0311831 | val_loss: 0.031189 | Time: 1624.41 ms
[2021-05-29 20:03:04 main:581] : INFO : Epoch 1560 | loss: 0.0311832 | val_loss: 0.0311875 | Time: 1626.18 ms
[2021-05-29 20:03:05 main:581] : INFO : Epoch 1561 | loss: 0.0311828 | val_loss: 0.0311874 | Time: 1632.31 ms
[2021-05-29 20:03:07 main:581] : INFO : Epoch 1562 | loss: 0.0311823 | val_loss: 0.0311876 | Time: 1601.23 ms
[2021-05-29 20:03:09 main:581] : INFO : Epoch 1563 | loss: 0.0311824 | val_loss: 0.0311873 | Time: 1608.07 ms
[2021-05-29 20:03:10 main:581] : INFO : Epoch 1564 | loss: 0.0311825 | val_loss: 0.0311877 | Time: 1605.53 ms
[2021-05-29 20:03:12 main:581] : INFO : Epoch 1565 | loss: 0.0311827 | val_loss: 0.0311874 | Time: 1613.49 ms
[2021-05-29 20:03:13 main:581] : INFO : Epoch 1566 | loss: 0.0311828 | val_loss: 0.0311887 | Time: 1610.75 ms
[2021-05-29 20:03:15 main:581] : INFO : Epoch 1567 | loss: 0.0311832 | val_loss: 0.0311871 | Time: 1631.81 ms
[2021-05-29 20:03:17 main:581] : INFO : Epoch 1568 | loss: 0.031183 | val_loss: 0.0311878 | Time: 1633.08 ms
[2021-05-29 20:03:18 main:581] : INFO : Epoch 1569 | loss: 0.0311845 | val_loss: 0.0311872 | Time: 1631 ms
[2021-05-29 20:03:20 main:581] : INFO : Epoch 1570 | loss: 0.0311839 | val_loss: 0.0311877 | Time: 1625.6 ms
[2021-05-29 20:03:22 main:581] : INFO : Epoch 1571 | loss: 0.0311826 | val_loss: 0.0311867 | Time: 1616.69 ms
[2021-05-29 20:03:23 main:581] : INFO : Epoch 1572 | loss: 0.0311838 | val_loss: 0.0311872 | Time: 1629.88 ms
[2021-05-29 20:03:25 main:581] : INFO : Epoch 1573 | loss: 0.031183 | val_loss: 0.0311889 | Time: 1637.17 ms
[2021-05-29 20:03:26 main:581] : INFO : Epoch 1574 | loss: 0.0311839 | val_loss: 0.0311871 | Time: 1631.92 ms
[2021-05-29 20:03:28 main:581] : INFO : Epoch 1575 | loss: 0.031183 | val_loss: 0.0311872 | Time: 1630.61 ms
[2021-05-29 20:03:30 main:581] : INFO : Epoch 1576 | loss: 0.0311838 | val_loss: 0.0311875 | Time: 1629.61 ms
[2021-05-29 20:03:31 main:581] : INFO : Epoch 1577 | loss: 0.0311833 | val_loss: 0.0311882 | Time: 1633.19 ms
[2021-05-29 20:03:33 main:581] : INFO : Epoch 1578 | loss: 0.0311829 | val_loss: 0.0311875 | Time: 1622.63 ms
[2021-05-29 20:03:35 main:581] : INFO : Epoch 1579 | loss: 0.0311829 | val_loss: 0.0311873 | Time: 1641.36 ms
[2021-05-29 20:03:36 main:581] : INFO : Epoch 1580 | loss: 0.0311832 | val_loss: 0.0311903 | Time: 1648.32 ms
[2021-05-29 20:03:38 main:581] : INFO : Epoch 1581 | loss: 0.0311843 | val_loss: 0.0311867 | Time: 1656.71 ms
[2021-05-29 20:03:40 main:581] : INFO : Epoch 1582 | loss: 0.0311832 | val_loss: 0.0311878 | Time: 1656.89 ms
[2021-05-29 20:03:41 main:581] : INFO : Epoch 1583 | loss: 0.0311833 | val_loss: 0.0311872 | Time: 1652.88 ms
[2021-05-29 20:03:43 main:581] : INFO : Epoch 1584 | loss: 0.0311829 | val_loss: 0.0311916 | Time: 1653.67 ms
[2021-05-29 20:03:45 main:581] : INFO : Epoch 1585 | loss: 0.0311833 | val_loss: 0.0311873 | Time: 1627.41 ms
[2021-05-29 20:03:46 main:581] : INFO : Epoch 1586 | loss: 0.0311841 | val_loss: 0.0311871 | Time: 1631.12 ms
[2021-05-29 20:03:48 main:581] : INFO : Epoch 1587 | loss: 0.0311827 | val_loss: 0.0311865 | Time: 1629.58 ms
[2021-05-29 20:03:49 main:581] : INFO : Epoch 1588 | loss: 0.0311834 | val_loss: 0.0311869 | Time: 1655.94 ms
[2021-05-29 20:03:51 main:581] : INFO : Epoch 1589 | loss: 0.0311844 | val_loss: 0.0311912 | Time: 1655.75 ms
[2021-05-29 20:03:53 main:581] : INFO : Epoch 1590 | loss: 0.0311842 | val_loss: 0.0311865 | Time: 1657.15 ms
[2021-05-29 20:03:54 main:581] : INFO : Epoch 1591 | loss: 0.0311834 | val_loss: 0.0311864 | Time: 1661.48 ms
[2021-05-29 20:03:56 main:581] : INFO : Epoch 1592 | loss: 0.0311825 | val_loss: 0.0311875 | Time: 1652.46 ms
[2021-05-29 20:03:58 main:581] : INFO : Epoch 1593 | loss: 0.0311823 | val_loss: 0.0311876 | Time: 1652.64 ms
[2021-05-29 20:03:59 main:581] : INFO : Epoch 1594 | loss: 0.0311828 | val_loss: 0.031188 | Time: 1653.72 ms
[2021-05-29 20:04:01 main:581] : INFO : Epoch 1595 | loss: 0.0311831 | val_loss: 0.0311878 | Time: 1657.02 ms
[2021-05-29 20:04:03 main:581] : INFO : Epoch 1596 | loss: 0.0311828 | val_loss: 0.0311881 | Time: 1647.7 ms
[2021-05-29 20:04:04 main:581] : INFO : Epoch 1597 | loss: 0.0311824 | val_loss: 0.0311907 | Time: 1653.56 ms
[2021-05-29 20:04:06 main:581] : INFO : Epoch 1598 | loss: 0.0311836 | val_loss: 0.0311898 | Time: 1646.47 ms
[2021-05-29 20:04:08 main:581] : INFO : Epoch 1599 | loss: 0.0311826 | val_loss: 0.0311893 | Time: 1649.11 ms
[2021-05-29 20:04:09 main:581] : INFO : Epoch 1600 | loss: 0.0311853 | val_loss: 0.0311875 | Time: 1642.04 ms
[2021-05-29 20:04:11 main:581] : INFO : Epoch 1601 | loss: 0.0311828 | val_loss: 0.0311868 | Time: 1635.4 ms
[2021-05-29 20:04:13 main:581] : INFO : Epoch 1602 | loss: 0.0311829 | val_loss: 0.0311872 | Time: 1645.54 ms
[2021-05-29 20:04:14 main:581] : INFO : Epoch 1603 | loss: 0.0311822 | val_loss: 0.0311869 | Time: 1648.1 ms
[2021-05-29 20:04:16 main:581] : INFO : Epoch 1604 | loss: 0.0311821 | val_loss: 0.0311872 | Time: 1638.05 ms
[2021-05-29 20:04:17 main:581] : INFO : Epoch 1605 | loss: 0.0311821 | val_loss: 0.0311873 | Time: 1641 ms
[2021-05-29 20:04:19 main:581] : INFO : Epoch 1606 | loss: 0.0311828 | val_loss: 0.0311869 | Time: 1624.48 ms
[2021-05-29 20:04:21 main:581] : INFO : Epoch 1607 | loss: 0.0311823 | val_loss: 0.0311907 | Time: 1630.5 ms
[2021-05-29 20:04:22 main:581] : INFO : Epoch 1608 | loss: 0.0311857 | val_loss: 0.031187 | Time: 1633.03 ms
[2021-05-29 20:04:24 main:581] : INFO : Epoch 1609 | loss: 0.0311821 | val_loss: 0.031191 | Time: 1620.21 ms
[2021-05-29 20:04:26 main:581] : INFO : Epoch 1610 | loss: 0.0311839 | val_loss: 0.0311906 | Time: 1648.47 ms
[2021-05-29 20:04:27 main:581] : INFO : Epoch 1611 | loss: 0.0311863 | val_loss: 0.0311894 | Time: 1643 ms
[2021-05-29 20:04:29 main:581] : INFO : Epoch 1612 | loss: 0.0311867 | val_loss: 0.0311903 | Time: 1628.8 ms
[2021-05-29 20:04:31 main:581] : INFO : Epoch 1613 | loss: 0.0311862 | val_loss: 0.0311891 | Time: 1633.19 ms
[2021-05-29 20:04:32 main:581] : INFO : Epoch 1614 | loss: 0.0311861 | val_loss: 0.0311882 | Time: 1627.2 ms
[2021-05-29 20:04:34 main:581] : INFO : Epoch 1615 | loss: 0.0311848 | val_loss: 0.0311871 | Time: 1633.79 ms
[2021-05-29 20:04:35 main:581] : INFO : Epoch 1616 | loss: 0.0311836 | val_loss: 0.0311887 | Time: 1627.92 ms
[2021-05-29 20:04:37 main:581] : INFO : Epoch 1617 | loss: 0.0311835 | val_loss: 0.0311864 | Time: 1632.05 ms
[2021-05-29 20:04:39 main:581] : INFO : Epoch 1618 | loss: 0.0311828 | val_loss: 0.0311883 | Time: 1638.17 ms
[2021-05-29 20:04:40 main:581] : INFO : Epoch 1619 | loss: 0.0311885 | val_loss: 0.0311919 | Time: 1639.47 ms
[2021-05-29 20:04:42 main:581] : INFO : Epoch 1620 | loss: 0.0311848 | val_loss: 0.0311867 | Time: 1631.84 ms
[2021-05-29 20:04:44 main:581] : INFO : Epoch 1621 | loss: 0.0311832 | val_loss: 0.0311869 | Time: 1638 ms
[2021-05-29 20:04:45 main:581] : INFO : Epoch 1622 | loss: 0.0311828 | val_loss: 0.0311867 | Time: 1651.39 ms
[2021-05-29 20:04:47 main:581] : INFO : Epoch 1623 | loss: 0.0311832 | val_loss: 0.0311866 | Time: 1641.96 ms
[2021-05-29 20:04:49 main:581] : INFO : Epoch 1624 | loss: 0.0311862 | val_loss: 0.0311891 | Time: 1643.44 ms
[2021-05-29 20:04:50 main:581] : INFO : Epoch 1625 | loss: 0.0311832 | val_loss: 0.03119 | Time: 1638.69 ms
[2021-05-29 20:04:52 main:581] : INFO : Epoch 1626 | loss: 0.0311841 | val_loss: 0.0311866 | Time: 1639.86 ms
[2021-05-29 20:04:53 main:581] : INFO : Epoch 1627 | loss: 0.0311828 | val_loss: 0.0311871 | Time: 1648.2 ms
[2021-05-29 20:04:55 main:581] : INFO : Epoch 1628 | loss: 0.0311838 | val_loss: 0.0311868 | Time: 1647.06 ms
[2021-05-29 20:04:57 main:581] : INFO : Epoch 1629 | loss: 0.0311835 | val_loss: 0.0311931 | Time: 1646.63 ms
[2021-05-29 20:04:58 main:581] : INFO : Epoch 1630 | loss: 0.0311842 | val_loss: 0.0311863 | Time: 1644.49 ms
[2021-05-29 20:05:00 main:581] : INFO : Epoch 1631 | loss: 0.0311827 | val_loss: 0.0311866 | Time: 1659.08 ms
[2021-05-29 20:05:02 main:581] : INFO : Epoch 1632 | loss: 0.0311836 | val_loss: 0.0311864 | Time: 1647.51 ms
[2021-05-29 20:05:03 main:581] : INFO : Epoch 1633 | loss: 0.0311886 | val_loss: 0.0311917 | Time: 1640.28 ms
[2021-05-29 20:05:05 main:581] : INFO : Epoch 1634 | loss: 0.0311875 | val_loss: 0.0311874 | Time: 1649.11 ms
[2021-05-29 20:05:07 main:581] : INFO : Epoch 1635 | loss: 0.0311864 | val_loss: 0.0311974 | Time: 1648.22 ms
[2021-05-29 20:05:08 main:581] : INFO : Epoch 1636 | loss: 0.0311884 | val_loss: 0.0311857 | Time: 1644.06 ms
[2021-05-29 20:05:10 main:581] : INFO : Epoch 1637 | loss: 0.0311856 | val_loss: 0.031186 | Time: 1648.68 ms
[2021-05-29 20:05:12 main:581] : INFO : Epoch 1638 | loss: 0.0311846 | val_loss: 0.0311866 | Time: 1645.58 ms
[2021-05-29 20:05:13 main:581] : INFO : Epoch 1639 | loss: 0.0311843 | val_loss: 0.0311873 | Time: 1649.71 ms
[2021-05-29 20:05:15 main:581] : INFO : Epoch 1640 | loss: 0.0311846 | val_loss: 0.0311851 | Time: 1640.2 ms
[2021-05-29 20:05:17 main:581] : INFO : Epoch 1641 | loss: 0.0311843 | val_loss: 0.0311856 | Time: 1638 ms
[2021-05-29 20:05:18 main:581] : INFO : Epoch 1642 | loss: 0.0311839 | val_loss: 0.0311853 | Time: 1655.3 ms
[2021-05-29 20:05:20 main:581] : INFO : Epoch 1643 | loss: 0.0311872 | val_loss: 0.0311861 | Time: 1651.65 ms
[2021-05-29 20:05:21 main:581] : INFO : Epoch 1644 | loss: 0.0311849 | val_loss: 0.0311856 | Time: 1643.9 ms
[2021-05-29 20:05:23 main:581] : INFO : Epoch 1645 | loss: 0.0311858 | val_loss: 0.0311858 | Time: 1638.63 ms
[2021-05-29 20:05:25 main:581] : INFO : Epoch 1646 | loss: 0.0311853 | val_loss: 0.0311855 | Time: 1634.46 ms
[2021-05-29 20:05:26 main:581] : INFO : Epoch 1647 | loss: 0.0311856 | val_loss: 0.0311862 | Time: 1623.14 ms
[2021-05-29 20:05:28 main:581] : INFO : Epoch 1648 | loss: 0.0311856 | val_loss: 0.0311867 | Time: 1618.3 ms
[2021-05-29 20:05:30 main:581] : INFO : Epoch 1649 | loss: 0.0311867 | val_loss: 0.0311857 | Time: 1624.76 ms
[2021-05-29 20:05:31 main:581] : INFO : Epoch 1650 | loss: 0.0311855 | val_loss: 0.0311852 | Time: 1630.27 ms
[2021-05-29 20:05:33 main:581] : INFO : Epoch 1651 | loss: 0.0311845 | val_loss: 0.0311863 | Time: 1618.57 ms
[2021-05-29 20:05:35 main:581] : INFO : Epoch 1652 | loss: 0.0311836 | val_loss: 0.0311854 | Time: 1639.95 ms
[2021-05-29 20:05:36 main:581] : INFO : Epoch 1653 | loss: 0.0311841 | val_loss: 0.0311854 | Time: 1648.6 ms
[2021-05-29 20:05:38 main:581] : INFO : Epoch 1654 | loss: 0.0311848 | val_loss: 0.0311858 | Time: 1642.47 ms
[2021-05-29 20:05:39 main:581] : INFO : Epoch 1655 | loss: 0.031184 | val_loss: 0.0311856 | Time: 1649.51 ms
[2021-05-29 20:05:41 main:581] : INFO : Epoch 1656 | loss: 0.0311839 | val_loss: 0.0311864 | Time: 1642.71 ms
[2021-05-29 20:05:43 main:581] : INFO : Epoch 1657 | loss: 0.0311838 | val_loss: 0.0311843 | Time: 1648.34 ms
[2021-05-29 20:05:44 main:581] : INFO : Epoch 1658 | loss: 0.0311851 | val_loss: 0.0311864 | Time: 1647.45 ms
[2021-05-29 20:05:46 main:581] : INFO : Epoch 1659 | loss: 0.031186 | val_loss: 0.0311876 | Time: 1637.6 ms
[2021-05-29 20:05:48 main:581] : INFO : Epoch 1660 | loss: 0.0311883 | val_loss: 0.0311897 | Time: 1650.74 ms
[2021-05-29 20:05:49 main:581] : INFO : Epoch 1661 | loss: 0.0311854 | val_loss: 0.031186 | Time: 1640.62 ms
[2021-05-29 20:05:51 main:581] : INFO : Epoch 1662 | loss: 0.0311833 | val_loss: 0.0311872 | Time: 1642.42 ms
[2021-05-29 20:05:53 main:581] : INFO : Epoch 1663 | loss: 0.0311844 | val_loss: 0.0311857 | Time: 1641.48 ms
[2021-05-29 20:05:54 main:581] : INFO : Epoch 1664 | loss: 0.0311836 | val_loss: 0.0311855 | Time: 1639.46 ms
[2021-05-29 20:05:56 main:581] : INFO : Epoch 1665 | loss: 0.0311837 | val_loss: 0.0311849 | Time: 1649.89 ms
[2021-05-29 20:05:58 main:581] : INFO : Epoch 1666 | loss: 0.0311844 | val_loss: 0.0311857 | Time: 1644.32 ms
[2021-05-29 20:05:59 main:581] : INFO : Epoch 1667 | loss: 0.0311831 | val_loss: 0.0311851 | Time: 1635.71 ms
[2021-05-29 20:06:01 main:581] : INFO : Epoch 1668 | loss: 0.031184 | val_loss: 0.0311856 | Time: 1652.5 ms
[2021-05-29 20:06:02 main:581] : INFO : Epoch 1669 | loss: 0.0311833 | val_loss: 0.0311861 | Time: 1642.64 ms
[2021-05-29 20:06:04 main:581] : INFO : Epoch 1670 | loss: 0.031184 | val_loss: 0.031188 | Time: 1642.41 ms
[2021-05-29 20:06:06 main:581] : INFO : Epoch 1671 | loss: 0.0311843 | val_loss: 0.0311853 | Time: 1640.06 ms
[2021-05-29 20:06:07 main:581] : INFO : Epoch 1672 | loss: 0.0311828 | val_loss: 0.0311851 | Time: 1647.91 ms
[2021-05-29 20:06:09 main:581] : INFO : Epoch 1673 | loss: 0.0311836 | val_loss: 0.0311852 | Time: 1652.95 ms
[2021-05-29 20:06:11 main:581] : INFO : Epoch 1674 | loss: 0.0311828 | val_loss: 0.0311853 | Time: 1657.16 ms
[2021-05-29 20:06:12 main:581] : INFO : Epoch 1675 | loss: 0.0311824 | val_loss: 0.0311859 | Time: 1637.37 ms
[2021-05-29 20:06:14 main:581] : INFO : Epoch 1676 | loss: 0.0311832 | val_loss: 0.0311869 | Time: 1639.87 ms
[2021-05-29 20:06:16 main:581] : INFO : Epoch 1677 | loss: 0.0311834 | val_loss: 0.0311873 | Time: 1643.06 ms
[2021-05-29 20:06:17 main:581] : INFO : Epoch 1678 | loss: 0.0311845 | val_loss: 0.0311883 | Time: 1644.89 ms
[2021-05-29 20:06:19 main:581] : INFO : Epoch 1679 | loss: 0.0311848 | val_loss: 0.0311898 | Time: 1647.45 ms
[2021-05-29 20:06:21 main:581] : INFO : Epoch 1680 | loss: 0.0311839 | val_loss: 0.0311901 | Time: 1647.72 ms
[2021-05-29 20:06:22 main:581] : INFO : Epoch 1681 | loss: 0.0311841 | val_loss: 0.0311886 | Time: 1640.12 ms
[2021-05-29 20:06:24 main:581] : INFO : Epoch 1682 | loss: 0.0311837 | val_loss: 0.0311859 | Time: 1637.95 ms
[2021-05-29 20:06:25 main:581] : INFO : Epoch 1683 | loss: 0.0311834 | val_loss: 0.0311858 | Time: 1642.42 ms
[2021-05-29 20:06:27 main:581] : INFO : Epoch 1684 | loss: 0.031184 | val_loss: 0.0311853 | Time: 1639.35 ms
[2021-05-29 20:06:29 main:581] : INFO : Epoch 1685 | loss: 0.0311844 | val_loss: 0.0311857 | Time: 1632.4 ms
[2021-05-29 20:06:30 main:581] : INFO : Epoch 1686 | loss: 0.0311844 | val_loss: 0.0311858 | Time: 1650.85 ms
[2021-05-29 20:06:32 main:581] : INFO : Epoch 1687 | loss: 0.0311839 | val_loss: 0.0311909 | Time: 1650.95 ms
[2021-05-29 20:06:34 main:581] : INFO : Epoch 1688 | loss: 0.0311883 | val_loss: 0.0311856 | Time: 1636.44 ms
[2021-05-29 20:06:35 main:581] : INFO : Epoch 1689 | loss: 0.0311858 | val_loss: 0.0311875 | Time: 1652.86 ms
[2021-05-29 20:06:37 main:581] : INFO : Epoch 1690 | loss: 0.0311839 | val_loss: 0.0311872 | Time: 1656.53 ms
[2021-05-29 20:06:39 main:581] : INFO : Epoch 1691 | loss: 0.0311836 | val_loss: 0.0311864 | Time: 1659.06 ms
[2021-05-29 20:06:40 main:581] : INFO : Epoch 1692 | loss: 0.0311842 | val_loss: 0.0311937 | Time: 1659.35 ms
[2021-05-29 20:06:42 main:581] : INFO : Epoch 1693 | loss: 0.0311878 | val_loss: 0.0311939 | Time: 1607.59 ms
[2021-05-29 20:06:44 main:581] : INFO : Epoch 1694 | loss: 0.0311859 | val_loss: 0.0311925 | Time: 1635.23 ms
[2021-05-29 20:06:45 main:581] : INFO : Epoch 1695 | loss: 0.0311863 | val_loss: 0.031193 | Time: 1644.05 ms
[2021-05-29 20:06:47 main:581] : INFO : Epoch 1696 | loss: 0.0311838 | val_loss: 0.031188 | Time: 1621.52 ms
[2021-05-29 20:06:48 main:581] : INFO : Epoch 1697 | loss: 0.0311848 | val_loss: 0.0311862 | Time: 1624.3 ms
[2021-05-29 20:06:50 main:581] : INFO : Epoch 1698 | loss: 0.0311838 | val_loss: 0.0311856 | Time: 1637.43 ms
[2021-05-29 20:06:52 main:581] : INFO : Epoch 1699 | loss: 0.0311832 | val_loss: 0.0311867 | Time: 1633.85 ms
[2021-05-29 20:06:53 main:581] : INFO : Epoch 1700 | loss: 0.0311841 | val_loss: 0.0311863 | Time: 1639.63 ms
[2021-05-29 20:06:55 main:581] : INFO : Epoch 1701 | loss: 0.0311833 | val_loss: 0.0311861 | Time: 1647.66 ms
[2021-05-29 20:06:57 main:581] : INFO : Epoch 1702 | loss: 0.0311823 | val_loss: 0.0311855 | Time: 1647.52 ms
[2021-05-29 20:06:58 main:581] : INFO : Epoch 1703 | loss: 0.0311828 | val_loss: 0.0311923 | Time: 1656.35 ms
[2021-05-29 20:07:00 main:581] : INFO : Epoch 1704 | loss: 0.0311863 | val_loss: 0.0311863 | Time: 1672.74 ms
[2021-05-29 20:07:02 main:581] : INFO : Epoch 1705 | loss: 0.0311826 | val_loss: 0.0311862 | Time: 1642.07 ms
[2021-05-29 20:07:03 main:581] : INFO : Epoch 1706 | loss: 0.0311824 | val_loss: 0.0311861 | Time: 1649.93 ms
[2021-05-29 20:07:05 main:581] : INFO : Epoch 1707 | loss: 0.0311825 | val_loss: 0.0311861 | Time: 1640.45 ms
[2021-05-29 20:07:07 main:581] : INFO : Epoch 1708 | loss: 0.0311827 | val_loss: 0.0311867 | Time: 1626.83 ms
[2021-05-29 20:07:08 main:581] : INFO : Epoch 1709 | loss: 0.0311839 | val_loss: 0.0311862 | Time: 1636.43 ms
[2021-05-29 20:07:10 main:581] : INFO : Epoch 1710 | loss: 0.0311841 | val_loss: 0.0311872 | Time: 1630.74 ms
[2021-05-29 20:07:11 main:581] : INFO : Epoch 1711 | loss: 0.0311844 | val_loss: 0.031188 | Time: 1633.93 ms
[2021-05-29 20:07:13 main:581] : INFO : Epoch 1712 | loss: 0.0311854 | val_loss: 0.0311859 | Time: 1640.49 ms
[2021-05-29 20:07:15 main:581] : INFO : Epoch 1713 | loss: 0.0311834 | val_loss: 0.0311867 | Time: 1641.57 ms
[2021-05-29 20:07:16 main:581] : INFO : Epoch 1714 | loss: 0.0311838 | val_loss: 0.0311893 | Time: 1657.92 ms
[2021-05-29 20:07:18 main:581] : INFO : Epoch 1715 | loss: 0.0311865 | val_loss: 0.0311884 | Time: 1653.47 ms
[2021-05-29 20:07:20 main:581] : INFO : Epoch 1716 | loss: 0.0311834 | val_loss: 0.0311864 | Time: 1651.25 ms
[2021-05-29 20:07:21 main:581] : INFO : Epoch 1717 | loss: 0.0311832 | val_loss: 0.0311861 | Time: 1658.19 ms
[2021-05-29 20:07:23 main:581] : INFO : Epoch 1718 | loss: 0.0311862 | val_loss: 0.0311857 | Time: 1658.92 ms
[2021-05-29 20:07:25 main:581] : INFO : Epoch 1719 | loss: 0.0311837 | val_loss: 0.0311888 | Time: 1652.16 ms
[2021-05-29 20:07:26 main:581] : INFO : Epoch 1720 | loss: 0.031183 | val_loss: 0.0311864 | Time: 1658.01 ms
[2021-05-29 20:07:28 main:581] : INFO : Epoch 1721 | loss: 0.0311821 | val_loss: 0.0311859 | Time: 1654.38 ms
[2021-05-29 20:07:30 main:581] : INFO : Epoch 1722 | loss: 0.0311822 | val_loss: 0.0311861 | Time: 1655.7 ms
[2021-05-29 20:07:31 main:581] : INFO : Epoch 1723 | loss: 0.031182 | val_loss: 0.0311872 | Time: 1650.83 ms
[2021-05-29 20:07:33 main:581] : INFO : Epoch 1724 | loss: 0.0311822 | val_loss: 0.0311863 | Time: 1653.94 ms
[2021-05-29 20:07:35 main:581] : INFO : Epoch 1725 | loss: 0.0311828 | val_loss: 0.0311859 | Time: 1657.99 ms
[2021-05-29 20:07:36 main:581] : INFO : Epoch 1726 | loss: 0.0311817 | val_loss: 0.0311859 | Time: 1650.67 ms
[2021-05-29 20:07:38 main:581] : INFO : Epoch 1727 | loss: 0.0311825 | val_loss: 0.0311865 | Time: 1651.72 ms
[2021-05-29 20:07:40 main:581] : INFO : Epoch 1728 | loss: 0.0311838 | val_loss: 0.0311904 | Time: 1658.51 ms
[2021-05-29 20:07:41 main:581] : INFO : Epoch 1729 | loss: 0.0311864 | val_loss: 0.0311926 | Time: 1653.42 ms
[2021-05-29 20:07:43 main:581] : INFO : Epoch 1730 | loss: 0.0311845 | val_loss: 0.0311859 | Time: 1655.41 ms
[2021-05-29 20:07:45 main:581] : INFO : Epoch 1731 | loss: 0.0311822 | val_loss: 0.0311868 | Time: 1657.64 ms
[2021-05-29 20:07:46 main:581] : INFO : Epoch 1732 | loss: 0.0311831 | val_loss: 0.0311863 | Time: 1646.81 ms
[2021-05-29 20:07:48 main:581] : INFO : Epoch 1733 | loss: 0.0311824 | val_loss: 0.0311866 | Time: 1646.62 ms
[2021-05-29 20:07:49 main:581] : INFO : Epoch 1734 | loss: 0.0311827 | val_loss: 0.0311889 | Time: 1644.69 ms
[2021-05-29 20:07:51 main:581] : INFO : Epoch 1735 | loss: 0.0311825 | val_loss: 0.0311861 | Time: 1624.24 ms
[2021-05-29 20:07:53 main:581] : INFO : Epoch 1736 | loss: 0.0311844 | val_loss: 0.0311865 | Time: 1622.24 ms
[2021-05-29 20:07:54 main:581] : INFO : Epoch 1737 | loss: 0.0311844 | val_loss: 0.0311868 | Time: 1631 ms
[2021-05-29 20:07:56 main:581] : INFO : Epoch 1738 | loss: 0.0311846 | val_loss: 0.0311899 | Time: 1630.82 ms
[2021-05-29 20:07:58 main:581] : INFO : Epoch 1739 | loss: 0.0311822 | val_loss: 0.0311888 | Time: 1630.83 ms
[2021-05-29 20:07:59 main:581] : INFO : Epoch 1740 | loss: 0.0311826 | val_loss: 0.0311865 | Time: 1634.98 ms
[2021-05-29 20:08:01 main:581] : INFO : Epoch 1741 | loss: 0.0311842 | val_loss: 0.0311932 | Time: 1639.44 ms
[2021-05-29 20:08:03 main:581] : INFO : Epoch 1742 | loss: 0.0311855 | val_loss: 0.0311942 | Time: 1625.97 ms
[2021-05-29 20:08:04 main:581] : INFO : Epoch 1743 | loss: 0.0311832 | val_loss: 0.0311892 | Time: 1644.14 ms
[2021-05-29 20:08:06 main:581] : INFO : Epoch 1744 | loss: 0.0311829 | val_loss: 0.0311856 | Time: 1632.15 ms
[2021-05-29 20:08:07 main:581] : INFO : Epoch 1745 | loss: 0.0311833 | val_loss: 0.0311887 | Time: 1640.74 ms
[2021-05-29 20:08:09 main:581] : INFO : Epoch 1746 | loss: 0.031185 | val_loss: 0.0311877 | Time: 1635.19 ms
[2021-05-29 20:08:11 main:581] : INFO : Epoch 1747 | loss: 0.0311848 | val_loss: 0.0311886 | Time: 1636.72 ms
[2021-05-29 20:08:12 main:581] : INFO : Epoch 1748 | loss: 0.0311849 | val_loss: 0.0311868 | Time: 1636.08 ms
[2021-05-29 20:08:14 main:581] : INFO : Epoch 1749 | loss: 0.0311823 | val_loss: 0.0311862 | Time: 1628.43 ms
[2021-05-29 20:08:16 main:581] : INFO : Epoch 1750 | loss: 0.031182 | val_loss: 0.0311875 | Time: 1631.56 ms
[2021-05-29 20:08:17 main:581] : INFO : Epoch 1751 | loss: 0.0311828 | val_loss: 0.0311856 | Time: 1635.32 ms
[2021-05-29 20:08:19 main:581] : INFO : Epoch 1752 | loss: 0.031183 | val_loss: 0.0311865 | Time: 1648.89 ms
[2021-05-29 20:08:21 main:581] : INFO : Epoch 1753 | loss: 0.0311815 | val_loss: 0.0311855 | Time: 1657.33 ms
[2021-05-29 20:08:22 main:581] : INFO : Epoch 1754 | loss: 0.0311815 | val_loss: 0.0311861 | Time: 1661.78 ms
[2021-05-29 20:08:24 main:581] : INFO : Epoch 1755 | loss: 0.0311825 | val_loss: 0.0311866 | Time: 1655.07 ms
[2021-05-29 20:08:26 main:581] : INFO : Epoch 1756 | loss: 0.031182 | val_loss: 0.0311857 | Time: 1660.27 ms
[2021-05-29 20:08:27 main:581] : INFO : Epoch 1757 | loss: 0.0311827 | val_loss: 0.0311904 | Time: 1654.07 ms
[2021-05-29 20:08:29 main:581] : INFO : Epoch 1758 | loss: 0.0311828 | val_loss: 0.0311866 | Time: 1647.29 ms
[2021-05-29 20:08:30 main:581] : INFO : Epoch 1759 | loss: 0.0311815 | val_loss: 0.0311856 | Time: 1646.25 ms
[2021-05-29 20:08:32 main:581] : INFO : Epoch 1760 | loss: 0.0311819 | val_loss: 0.0311869 | Time: 1637.88 ms
[2021-05-29 20:08:34 main:581] : INFO : Epoch 1761 | loss: 0.0311858 | val_loss: 0.0311881 | Time: 1627.06 ms
[2021-05-29 20:08:35 main:581] : INFO : Epoch 1762 | loss: 0.0311865 | val_loss: 0.0311866 | Time: 1627.21 ms
[2021-05-29 20:08:37 main:581] : INFO : Epoch 1763 | loss: 0.0311865 | val_loss: 0.031193 | Time: 1643.48 ms
[2021-05-29 20:08:39 main:581] : INFO : Epoch 1764 | loss: 0.031184 | val_loss: 0.0311861 | Time: 1648 ms
[2021-05-29 20:08:40 main:581] : INFO : Epoch 1765 | loss: 0.0311831 | val_loss: 0.031186 | Time: 1636.1 ms
[2021-05-29 20:08:42 main:581] : INFO : Epoch 1766 | loss: 0.0311841 | val_loss: 0.0311862 | Time: 1631.04 ms
[2021-05-29 20:08:44 main:581] : INFO : Epoch 1767 | loss: 0.0311826 | val_loss: 0.0311866 | Time: 1656.18 ms
[2021-05-29 20:08:45 main:581] : INFO : Epoch 1768 | loss: 0.0311816 | val_loss: 0.0311861 | Time: 1620.79 ms
[2021-05-29 20:08:47 main:581] : INFO : Epoch 1769 | loss: 0.031182 | val_loss: 0.0311862 | Time: 1622.33 ms
[2021-05-29 20:08:48 main:581] : INFO : Epoch 1770 | loss: 0.0311814 | val_loss: 0.0311861 | Time: 1637.2 ms
[2021-05-29 20:08:50 main:581] : INFO : Epoch 1771 | loss: 0.0311816 | val_loss: 0.0311863 | Time: 1632.65 ms
[2021-05-29 20:08:52 main:581] : INFO : Epoch 1772 | loss: 0.031182 | val_loss: 0.0311855 | Time: 1635.89 ms
[2021-05-29 20:08:53 main:581] : INFO : Epoch 1773 | loss: 0.0311825 | val_loss: 0.0311863 | Time: 1639 ms
[2021-05-29 20:08:55 main:581] : INFO : Epoch 1774 | loss: 0.031185 | val_loss: 0.031196 | Time: 1632.45 ms
[2021-05-29 20:08:57 main:581] : INFO : Epoch 1775 | loss: 0.0311854 | val_loss: 0.0311875 | Time: 1637.42 ms
[2021-05-29 20:08:58 main:581] : INFO : Epoch 1776 | loss: 0.0311821 | val_loss: 0.0311888 | Time: 1632.31 ms
[2021-05-29 20:09:00 main:581] : INFO : Epoch 1777 | loss: 0.0311823 | val_loss: 0.0311903 | Time: 1623.39 ms
[2021-05-29 20:09:02 main:581] : INFO : Epoch 1778 | loss: 0.031183 | val_loss: 0.0311874 | Time: 1630.2 ms
[2021-05-29 20:09:03 main:581] : INFO : Epoch 1779 | loss: 0.0311817 | val_loss: 0.0311878 | Time: 1639.8 ms
[2021-05-29 20:09:05 main:581] : INFO : Epoch 1780 | loss: 0.0311817 | val_loss: 0.0311872 | Time: 1639.4 ms
[2021-05-29 20:09:06 main:581] : INFO : Epoch 1781 | loss: 0.0311822 | val_loss: 0.0311863 | Time: 1636.43 ms
[2021-05-29 20:09:08 main:581] : INFO : Epoch 1782 | loss: 0.0311813 | val_loss: 0.0311862 | Time: 1637.13 ms
[2021-05-29 20:09:10 main:581] : INFO : Epoch 1783 | loss: 0.031181 | val_loss: 0.0311901 | Time: 1638.43 ms
[2021-05-29 20:09:11 main:581] : INFO : Epoch 1784 | loss: 0.0311829 | val_loss: 0.0311911 | Time: 1634.77 ms
[2021-05-29 20:09:13 main:581] : INFO : Epoch 1785 | loss: 0.0311838 | val_loss: 0.0311893 | Time: 1635.92 ms
[2021-05-29 20:09:15 main:581] : INFO : Epoch 1786 | loss: 0.0311839 | val_loss: 0.0311909 | Time: 1638.85 ms
[2021-05-29 20:09:16 main:581] : INFO : Epoch 1787 | loss: 0.0311827 | val_loss: 0.031188 | Time: 1638.4 ms
[2021-05-29 20:09:18 main:581] : INFO : Epoch 1788 | loss: 0.0311831 | val_loss: 0.031187 | Time: 1640.95 ms
[2021-05-29 20:09:20 main:581] : INFO : Epoch 1789 | loss: 0.0311835 | val_loss: 0.0311882 | Time: 1637.45 ms
[2021-05-29 20:09:21 main:581] : INFO : Epoch 1790 | loss: 0.0311836 | val_loss: 0.0311884 | Time: 1629.33 ms
[2021-05-29 20:09:23 main:581] : INFO : Epoch 1791 | loss: 0.0311837 | val_loss: 0.0311869 | Time: 1646.44 ms
[2021-05-29 20:09:24 main:581] : INFO : Epoch 1792 | loss: 0.031184 | val_loss: 0.0311864 | Time: 1648.05 ms
[2021-05-29 20:09:26 main:581] : INFO : Epoch 1793 | loss: 0.0311834 | val_loss: 0.0311882 | Time: 1655.54 ms
[2021-05-29 20:09:28 main:581] : INFO : Epoch 1794 | loss: 0.0311842 | val_loss: 0.0311884 | Time: 1653.84 ms
[2021-05-29 20:09:29 main:581] : INFO : Epoch 1795 | loss: 0.0311851 | val_loss: 0.0311908 | Time: 1651.36 ms
[2021-05-29 20:09:31 main:581] : INFO : Epoch 1796 | loss: 0.0311834 | val_loss: 0.0311866 | Time: 1656.89 ms
[2021-05-29 20:09:33 main:581] : INFO : Epoch 1797 | loss: 0.0311872 | val_loss: 0.0312 | Time: 1654.26 ms
[2021-05-29 20:09:34 main:581] : INFO : Epoch 1798 | loss: 0.031198 | val_loss: 0.0312124 | Time: 1645.35 ms
[2021-05-29 20:09:36 main:581] : INFO : Epoch 1799 | loss: 0.0311932 | val_loss: 0.0311958 | Time: 1641.92 ms
[2021-05-29 20:09:38 main:581] : INFO : Epoch 1800 | loss: 0.0311895 | val_loss: 0.0311933 | Time: 1637.87 ms
[2021-05-29 20:09:39 main:581] : INFO : Epoch 1801 | loss: 0.0311886 | val_loss: 0.0311937 | Time: 1650.86 ms
[2021-05-29 20:09:41 main:581] : INFO : Epoch 1802 | loss: 0.0311905 | val_loss: 0.0311962 | Time: 1647.73 ms
[2021-05-29 20:09:43 main:581] : INFO : Epoch 1803 | loss: 0.0311905 | val_loss: 0.0311953 | Time: 1654.23 ms
[2021-05-29 20:09:44 main:581] : INFO : Epoch 1804 | loss: 0.0311886 | val_loss: 0.0311878 | Time: 1652.74 ms
[2021-05-29 20:09:46 main:581] : INFO : Epoch 1805 | loss: 0.031187 | val_loss: 0.0311887 | Time: 1650.83 ms
[2021-05-29 20:09:48 main:581] : INFO : Epoch 1806 | loss: 0.031186 | val_loss: 0.0311876 | Time: 1647.86 ms
[2021-05-29 20:09:49 main:581] : INFO : Epoch 1807 | loss: 0.0311841 | val_loss: 0.0311849 | Time: 1657.87 ms
[2021-05-29 20:09:51 main:581] : INFO : Epoch 1808 | loss: 0.0311842 | val_loss: 0.0311866 | Time: 1659.25 ms
[2021-05-29 20:09:53 main:581] : INFO : Epoch 1809 | loss: 0.0311847 | val_loss: 0.031185 | Time: 1657.92 ms
[2021-05-29 20:09:54 main:581] : INFO : Epoch 1810 | loss: 0.0311844 | val_loss: 0.0311884 | Time: 1651.08 ms
[2021-05-29 20:09:56 main:581] : INFO : Epoch 1811 | loss: 0.0311855 | val_loss: 0.0311852 | Time: 1650.4 ms
[2021-05-29 20:09:58 main:581] : INFO : Epoch 1812 | loss: 0.0311838 | val_loss: 0.0311853 | Time: 1648.93 ms
[2021-05-29 20:09:59 main:581] : INFO : Epoch 1813 | loss: 0.0311836 | val_loss: 0.0311876 | Time: 1645.62 ms
[2021-05-29 20:10:01 main:581] : INFO : Epoch 1814 | loss: 0.0311841 | val_loss: 0.0311859 | Time: 1661.12 ms
[2021-05-29 20:10:02 main:581] : INFO : Epoch 1815 | loss: 0.031184 | val_loss: 0.0311858 | Time: 1640.75 ms
[2021-05-29 20:10:04 main:581] : INFO : Epoch 1816 | loss: 0.0311841 | val_loss: 0.0311859 | Time: 1652.53 ms
[2021-05-29 20:10:06 main:581] : INFO : Epoch 1817 | loss: 0.0311835 | val_loss: 0.0311879 | Time: 1649.91 ms
[2021-05-29 20:10:07 main:581] : INFO : Epoch 1818 | loss: 0.0311833 | val_loss: 0.0311866 | Time: 1639.03 ms
[2021-05-29 20:10:09 main:581] : INFO : Epoch 1819 | loss: 0.0311831 | val_loss: 0.0311866 | Time: 1630.09 ms
[2021-05-29 20:10:11 main:581] : INFO : Epoch 1820 | loss: 0.0311844 | val_loss: 0.0311892 | Time: 1632.06 ms
[2021-05-29 20:10:12 main:581] : INFO : Epoch 1821 | loss: 0.0311855 | val_loss: 0.0311855 | Time: 1630.1 ms
[2021-05-29 20:10:14 main:581] : INFO : Epoch 1822 | loss: 0.0311831 | val_loss: 0.031186 | Time: 1631.1 ms
[2021-05-29 20:10:16 main:581] : INFO : Epoch 1823 | loss: 0.0311866 | val_loss: 0.031187 | Time: 1629.65 ms
[2021-05-29 20:10:17 main:581] : INFO : Epoch 1824 | loss: 0.0311833 | val_loss: 0.0311902 | Time: 1630.91 ms
[2021-05-29 20:10:19 main:581] : INFO : Epoch 1825 | loss: 0.0311831 | val_loss: 0.0311882 | Time: 1632.94 ms
[2021-05-29 20:10:20 main:581] : INFO : Epoch 1826 | loss: 0.0311833 | val_loss: 0.0311878 | Time: 1635.74 ms
[2021-05-29 20:10:22 main:581] : INFO : Epoch 1827 | loss: 0.0311847 | val_loss: 0.0311901 | Time: 1638.96 ms
[2021-05-29 20:10:24 main:581] : INFO : Epoch 1828 | loss: 0.0311854 | val_loss: 0.0311886 | Time: 1639.68 ms
[2021-05-29 20:10:25 main:581] : INFO : Epoch 1829 | loss: 0.0311834 | val_loss: 0.0311871 | Time: 1627.99 ms
[2021-05-29 20:10:27 main:581] : INFO : Epoch 1830 | loss: 0.0311831 | val_loss: 0.0311869 | Time: 1612.15 ms
[2021-05-29 20:10:29 main:581] : INFO : Epoch 1831 | loss: 0.0311822 | val_loss: 0.0311865 | Time: 1622.75 ms
[2021-05-29 20:10:30 main:581] : INFO : Epoch 1832 | loss: 0.0311825 | val_loss: 0.0311887 | Time: 1646.12 ms
[2021-05-29 20:10:32 main:581] : INFO : Epoch 1833 | loss: 0.0311835 | val_loss: 0.0311876 | Time: 1645.1 ms
[2021-05-29 20:10:34 main:581] : INFO : Epoch 1834 | loss: 0.0311827 | val_loss: 0.0311877 | Time: 1633.26 ms
[2021-05-29 20:10:35 main:581] : INFO : Epoch 1835 | loss: 0.031183 | val_loss: 0.0311888 | Time: 1638.21 ms
[2021-05-29 20:10:37 main:581] : INFO : Epoch 1836 | loss: 0.0311832 | val_loss: 0.0311868 | Time: 1647.83 ms
[2021-05-29 20:10:38 main:581] : INFO : Epoch 1837 | loss: 0.0311827 | val_loss: 0.0311892 | Time: 1638.92 ms
[2021-05-29 20:10:40 main:581] : INFO : Epoch 1838 | loss: 0.0311846 | val_loss: 0.0311875 | Time: 1646.78 ms
[2021-05-29 20:10:42 main:581] : INFO : Epoch 1839 | loss: 0.0311835 | val_loss: 0.0311874 | Time: 1644.78 ms
[2021-05-29 20:10:43 main:581] : INFO : Epoch 1840 | loss: 0.0311827 | val_loss: 0.0311877 | Time: 1637.37 ms
[2021-05-29 20:10:45 main:581] : INFO : Epoch 1841 | loss: 0.0311847 | val_loss: 0.0311875 | Time: 1641.12 ms
[2021-05-29 20:10:47 main:581] : INFO : Epoch 1842 | loss: 0.0311825 | val_loss: 0.0311874 | Time: 1638.67 ms
[2021-05-29 20:10:48 main:581] : INFO : Epoch 1843 | loss: 0.0311823 | val_loss: 0.0311886 | Time: 1641.04 ms
[2021-05-29 20:10:50 main:581] : INFO : Epoch 1844 | loss: 0.0311824 | val_loss: 0.031188 | Time: 1630.57 ms
[2021-05-29 20:10:52 main:581] : INFO : Epoch 1845 | loss: 0.0311828 | val_loss: 0.0311877 | Time: 1636.39 ms
[2021-05-29 20:10:53 main:581] : INFO : Epoch 1846 | loss: 0.0311833 | val_loss: 0.0311886 | Time: 1645.33 ms
[2021-05-29 20:10:55 main:581] : INFO : Epoch 1847 | loss: 0.0311827 | val_loss: 0.0311893 | Time: 1643.78 ms
[2021-05-29 20:10:56 main:581] : INFO : Epoch 1848 | loss: 0.0311869 | val_loss: 0.0311936 | Time: 1642.44 ms
[2021-05-29 20:10:58 main:581] : INFO : Epoch 1849 | loss: 0.0311848 | val_loss: 0.0311898 | Time: 1644.33 ms
[2021-05-29 20:11:00 main:581] : INFO : Epoch 1850 | loss: 0.0311827 | val_loss: 0.0311883 | Time: 1645.81 ms
[2021-05-29 20:11:01 main:581] : INFO : Epoch 1851 | loss: 0.0311827 | val_loss: 0.0311874 | Time: 1640.68 ms
[2021-05-29 20:11:03 main:581] : INFO : Epoch 1852 | loss: 0.031182 | val_loss: 0.0311878 | Time: 1638.48 ms
[2021-05-29 20:11:05 main:581] : INFO : Epoch 1853 | loss: 0.0311818 | val_loss: 0.0311892 | Time: 1644.05 ms
[2021-05-29 20:11:06 main:581] : INFO : Epoch 1854 | loss: 0.0311825 | val_loss: 0.0311878 | Time: 1642.17 ms
[2021-05-29 20:11:08 main:581] : INFO : Epoch 1855 | loss: 0.0311845 | val_loss: 0.0311917 | Time: 1630.63 ms
[2021-05-29 20:11:10 main:581] : INFO : Epoch 1856 | loss: 0.031184 | val_loss: 0.0311918 | Time: 1641.38 ms
[2021-05-29 20:11:11 main:581] : INFO : Epoch 1857 | loss: 0.0311826 | val_loss: 0.031188 | Time: 1645 ms
[2021-05-29 20:11:13 main:581] : INFO : Epoch 1858 | loss: 0.0311814 | val_loss: 0.0311885 | Time: 1644.01 ms
[2021-05-29 20:11:15 main:581] : INFO : Epoch 1859 | loss: 0.0311819 | val_loss: 0.0311886 | Time: 1646.85 ms
[2021-05-29 20:11:16 main:581] : INFO : Epoch 1860 | loss: 0.0311818 | val_loss: 0.0311879 | Time: 1655.82 ms
[2021-05-29 20:11:18 main:581] : INFO : Epoch 1861 | loss: 0.0311818 | val_loss: 0.0311874 | Time: 1649.88 ms
[2021-05-29 20:11:20 main:581] : INFO : Epoch 1862 | loss: 0.0311819 | val_loss: 0.0311876 | Time: 1645.2 ms
[2021-05-29 20:11:21 main:581] : INFO : Epoch 1863 | loss: 0.0311823 | val_loss: 0.0311967 | Time: 1643.61 ms
[2021-05-29 20:11:23 main:581] : INFO : Epoch 1864 | loss: 0.0311836 | val_loss: 0.0311878 | Time: 1647.48 ms
[2021-05-29 20:11:24 main:581] : INFO : Epoch 1865 | loss: 0.031182 | val_loss: 0.0311881 | Time: 1649.22 ms
[2021-05-29 20:11:26 main:581] : INFO : Epoch 1866 | loss: 0.0311819 | val_loss: 0.031187 | Time: 1641.05 ms
[2021-05-29 20:11:28 main:581] : INFO : Epoch 1867 | loss: 0.0311826 | val_loss: 0.0311889 | Time: 1644.31 ms
[2021-05-29 20:11:29 main:581] : INFO : Epoch 1868 | loss: 0.0311832 | val_loss: 0.0311874 | Time: 1646.46 ms
[2021-05-29 20:11:31 main:581] : INFO : Epoch 1869 | loss: 0.031182 | val_loss: 0.0311892 | Time: 1641.83 ms
[2021-05-29 20:11:33 main:581] : INFO : Epoch 1870 | loss: 0.0311825 | val_loss: 0.0311878 | Time: 1644.27 ms
[2021-05-29 20:11:34 main:581] : INFO : Epoch 1871 | loss: 0.0311822 | val_loss: 0.0311916 | Time: 1650.67 ms
[2021-05-29 20:11:36 main:581] : INFO : Epoch 1872 | loss: 0.0311833 | val_loss: 0.0311874 | Time: 1648.19 ms
[2021-05-29 20:11:38 main:581] : INFO : Epoch 1873 | loss: 0.0311868 | val_loss: 0.03119 | Time: 1643.84 ms
[2021-05-29 20:11:39 main:581] : INFO : Epoch 1874 | loss: 0.0311875 | val_loss: 0.0311861 | Time: 1651.85 ms
[2021-05-29 20:11:41 main:581] : INFO : Epoch 1875 | loss: 0.0311853 | val_loss: 0.0311863 | Time: 1649.38 ms
[2021-05-29 20:11:43 main:581] : INFO : Epoch 1876 | loss: 0.0311853 | val_loss: 0.0311853 | Time: 1641.72 ms
[2021-05-29 20:11:44 main:581] : INFO : Epoch 1877 | loss: 0.0311849 | val_loss: 0.031187 | Time: 1639.5 ms
[2021-05-29 20:11:46 main:581] : INFO : Epoch 1878 | loss: 0.0311847 | val_loss: 0.0311864 | Time: 1648.17 ms
[2021-05-29 20:11:47 main:581] : INFO : Epoch 1879 | loss: 0.0311846 | val_loss: 0.0311852 | Time: 1645.5 ms
[2021-05-29 20:11:49 main:581] : INFO : Epoch 1880 | loss: 0.0311843 | val_loss: 0.0311862 | Time: 1646.75 ms
[2021-05-29 20:11:51 main:581] : INFO : Epoch 1881 | loss: 0.0311843 | val_loss: 0.0311851 | Time: 1656.98 ms
[2021-05-29 20:11:52 main:581] : INFO : Epoch 1882 | loss: 0.0311837 | val_loss: 0.0311851 | Time: 1649.91 ms
[2021-05-29 20:11:54 main:581] : INFO : Epoch 1883 | loss: 0.0311857 | val_loss: 0.0311877 | Time: 1647.94 ms
[2021-05-29 20:11:56 main:581] : INFO : Epoch 1884 | loss: 0.0311836 | val_loss: 0.0311849 | Time: 1645.14 ms
[2021-05-29 20:11:57 main:581] : INFO : Epoch 1885 | loss: 0.0311845 | val_loss: 0.0311892 | Time: 1646.64 ms
[2021-05-29 20:11:59 main:581] : INFO : Epoch 1886 | loss: 0.0311832 | val_loss: 0.0311858 | Time: 1646.83 ms
[2021-05-29 20:12:01 main:581] : INFO : Epoch 1887 | loss: 0.0311828 | val_loss: 0.0311862 | Time: 1654.35 ms
[2021-05-29 20:12:02 main:581] : INFO : Epoch 1888 | loss: 0.031183 | val_loss: 0.0311856 | Time: 1638.22 ms
[2021-05-29 20:12:04 main:581] : INFO : Epoch 1889 | loss: 0.0311846 | val_loss: 0.0311893 | Time: 1639.34 ms
[2021-05-29 20:12:06 main:581] : INFO : Epoch 1890 | loss: 0.0311889 | val_loss: 0.0311881 | Time: 1629.33 ms
[2021-05-29 20:12:07 main:581] : INFO : Epoch 1891 | loss: 0.0311897 | val_loss: 0.0311869 | Time: 1656.61 ms
[2021-05-29 20:12:09 main:581] : INFO : Epoch 1892 | loss: 0.0311888 | val_loss: 0.0311884 | Time: 1648.36 ms
[2021-05-29 20:12:11 main:581] : INFO : Epoch 1893 | loss: 0.0311843 | val_loss: 0.0311855 | Time: 1653.7 ms
[2021-05-29 20:12:12 main:581] : INFO : Epoch 1894 | loss: 0.0311842 | val_loss: 0.0311841 | Time: 1651.07 ms
[2021-05-29 20:12:14 main:581] : INFO : Epoch 1895 | loss: 0.0311829 | val_loss: 0.031185 | Time: 1652.26 ms
[2021-05-29 20:12:16 main:581] : INFO : Epoch 1896 | loss: 0.0311837 | val_loss: 0.0311844 | Time: 1646.87 ms
[2021-05-29 20:12:17 main:581] : INFO : Epoch 1897 | loss: 0.0311842 | val_loss: 0.0311863 | Time: 1644.85 ms
[2021-05-29 20:12:19 main:581] : INFO : Epoch 1898 | loss: 0.0311851 | val_loss: 0.0311848 | Time: 1652.23 ms
[2021-05-29 20:12:20 main:581] : INFO : Epoch 1899 | loss: 0.0311841 | val_loss: 0.0311835 | Time: 1648.82 ms
[2021-05-29 20:12:22 main:581] : INFO : Epoch 1900 | loss: 0.0311832 | val_loss: 0.0311875 | Time: 1646.97 ms
[2021-05-29 20:12:24 main:581] : INFO : Epoch 1901 | loss: 0.0311859 | val_loss: 0.031188 | Time: 1642.47 ms
[2021-05-29 20:12:25 main:581] : INFO : Epoch 1902 | loss: 0.0311848 | val_loss: 0.0311885 | Time: 1615.31 ms
[2021-05-29 20:12:27 main:581] : INFO : Epoch 1903 | loss: 0.0311836 | val_loss: 0.0311858 | Time: 1605.97 ms
[2021-05-29 20:12:29 main:581] : INFO : Epoch 1904 | loss: 0.0311829 | val_loss: 0.0311881 | Time: 1627.68 ms
[2021-05-29 20:12:30 main:581] : INFO : Epoch 1905 | loss: 0.031183 | val_loss: 0.0311862 | Time: 1635.88 ms
[2021-05-29 20:12:32 main:581] : INFO : Epoch 1906 | loss: 0.0311855 | val_loss: 0.031184 | Time: 1640.83 ms
[2021-05-29 20:12:34 main:581] : INFO : Epoch 1907 | loss: 0.0311813 | val_loss: 0.031184 | Time: 1642.59 ms
[2021-05-29 20:12:35 main:581] : INFO : Epoch 1908 | loss: 0.0311817 | val_loss: 0.0311843 | Time: 1639.14 ms
[2021-05-29 20:12:37 main:581] : INFO : Epoch 1909 | loss: 0.031184 | val_loss: 0.0311868 | Time: 1632.63 ms
[2021-05-29 20:12:38 main:581] : INFO : Epoch 1910 | loss: 0.0311842 | val_loss: 0.0311952 | Time: 1638.58 ms
[2021-05-29 20:12:40 main:581] : INFO : Epoch 1911 | loss: 0.0311921 | val_loss: 0.0311911 | Time: 1637.86 ms
[2021-05-29 20:12:42 main:581] : INFO : Epoch 1912 | loss: 0.031185 | val_loss: 0.0311856 | Time: 1633.7 ms
[2021-05-29 20:12:43 main:581] : INFO : Epoch 1913 | loss: 0.0311852 | val_loss: 0.0311849 | Time: 1646.13 ms
[2021-05-29 20:12:45 main:581] : INFO : Epoch 1914 | loss: 0.0311838 | val_loss: 0.0311839 | Time: 1645.8 ms
[2021-05-29 20:12:47 main:581] : INFO : Epoch 1915 | loss: 0.0311837 | val_loss: 0.0311872 | Time: 1637.81 ms
[2021-05-29 20:12:48 main:581] : INFO : Epoch 1916 | loss: 0.0311834 | val_loss: 0.031185 | Time: 1636.93 ms
[2021-05-29 20:12:50 main:581] : INFO : Epoch 1917 | loss: 0.0311833 | val_loss: 0.0311851 | Time: 1636.01 ms
[2021-05-29 20:12:52 main:581] : INFO : Epoch 1918 | loss: 0.0311829 | val_loss: 0.0311851 | Time: 1642.24 ms
[2021-05-29 20:12:53 main:581] : INFO : Epoch 1919 | loss: 0.0311832 | val_loss: 0.0311859 | Time: 1639.53 ms
[2021-05-29 20:12:55 main:581] : INFO : Epoch 1920 | loss: 0.0311831 | val_loss: 0.0311848 | Time: 1637.49 ms
[2021-05-29 20:12:56 main:581] : INFO : Epoch 1921 | loss: 0.0311825 | val_loss: 0.0311873 | Time: 1640.13 ms
[2021-05-29 20:12:58 main:581] : INFO : Epoch 1922 | loss: 0.0311825 | val_loss: 0.0311847 | Time: 1641.67 ms
[2021-05-29 20:13:00 main:581] : INFO : Epoch 1923 | loss: 0.0311832 | val_loss: 0.0311845 | Time: 1638.77 ms
[2021-05-29 20:13:01 main:581] : INFO : Epoch 1924 | loss: 0.0311831 | val_loss: 0.0311848 | Time: 1640.71 ms
[2021-05-29 20:13:03 main:581] : INFO : Epoch 1925 | loss: 0.0311822 | val_loss: 0.0311854 | Time: 1634.09 ms
[2021-05-29 20:13:05 main:581] : INFO : Epoch 1926 | loss: 0.0311828 | val_loss: 0.0311844 | Time: 1640.67 ms
[2021-05-29 20:13:06 main:581] : INFO : Epoch 1927 | loss: 0.0311819 | val_loss: 0.0311845 | Time: 1641.37 ms
[2021-05-29 20:13:08 main:581] : INFO : Epoch 1928 | loss: 0.0311822 | val_loss: 0.0311861 | Time: 1643.75 ms
[2021-05-29 20:13:10 main:581] : INFO : Epoch 1929 | loss: 0.0311819 | val_loss: 0.0311848 | Time: 1639.04 ms
[2021-05-29 20:13:11 main:581] : INFO : Epoch 1930 | loss: 0.0311819 | val_loss: 0.0311847 | Time: 1632.2 ms
[2021-05-29 20:13:13 main:581] : INFO : Epoch 1931 | loss: 0.0311821 | val_loss: 0.0311843 | Time: 1641.6 ms
[2021-05-29 20:13:14 main:581] : INFO : Epoch 1932 | loss: 0.0311817 | val_loss: 0.0311846 | Time: 1644.27 ms
[2021-05-29 20:13:16 main:581] : INFO : Epoch 1933 | loss: 0.0311849 | val_loss: 0.0311887 | Time: 1639.12 ms
[2021-05-29 20:13:18 main:581] : INFO : Epoch 1934 | loss: 0.0311857 | val_loss: 0.0311931 | Time: 1639.47 ms
[2021-05-29 20:13:19 main:581] : INFO : Epoch 1935 | loss: 0.0311839 | val_loss: 0.0311865 | Time: 1643.43 ms
[2021-05-29 20:13:21 main:581] : INFO : Epoch 1936 | loss: 0.0311829 | val_loss: 0.0311841 | Time: 1640.67 ms
[2021-05-29 20:13:23 main:581] : INFO : Epoch 1937 | loss: 0.0311825 | val_loss: 0.0311847 | Time: 1644.1 ms
[2021-05-29 20:13:24 main:581] : INFO : Epoch 1938 | loss: 0.0311822 | val_loss: 0.0311848 | Time: 1637.53 ms
[2021-05-29 20:13:26 main:581] : INFO : Epoch 1939 | loss: 0.0311826 | val_loss: 0.0311851 | Time: 1624.79 ms
[2021-05-29 20:13:28 main:581] : INFO : Epoch 1940 | loss: 0.0311833 | val_loss: 0.0311841 | Time: 1635.14 ms
[2021-05-29 20:13:29 main:581] : INFO : Epoch 1941 | loss: 0.0311842 | val_loss: 0.0311855 | Time: 1634.24 ms
[2021-05-29 20:13:31 main:581] : INFO : Epoch 1942 | loss: 0.0311826 | val_loss: 0.0311874 | Time: 1637.63 ms
[2021-05-29 20:13:33 main:581] : INFO : Epoch 1943 | loss: 0.0311822 | val_loss: 0.0311835 | Time: 1638.48 ms
[2021-05-29 20:13:34 main:581] : INFO : Epoch 1944 | loss: 0.0311818 | val_loss: 0.031184 | Time: 1639.38 ms
[2021-05-29 20:13:36 main:581] : INFO : Epoch 1945 | loss: 0.0311818 | val_loss: 0.0311852 | Time: 1636.95 ms
[2021-05-29 20:13:37 main:581] : INFO : Epoch 1946 | loss: 0.0311817 | val_loss: 0.0311839 | Time: 1638.86 ms
[2021-05-29 20:13:39 main:581] : INFO : Epoch 1947 | loss: 0.031181 | val_loss: 0.0311849 | Time: 1638.52 ms
[2021-05-29 20:13:41 main:581] : INFO : Epoch 1948 | loss: 0.0311814 | val_loss: 0.0311841 | Time: 1635.22 ms
[2021-05-29 20:13:42 main:581] : INFO : Epoch 1949 | loss: 0.0311815 | val_loss: 0.0311844 | Time: 1636.39 ms
[2021-05-29 20:13:44 main:581] : INFO : Epoch 1950 | loss: 0.031181 | val_loss: 0.0311841 | Time: 1635.69 ms
[2021-05-29 20:13:46 main:581] : INFO : Epoch 1951 | loss: 0.0311806 | val_loss: 0.0311878 | Time: 1634.17 ms
[2021-05-29 20:13:47 main:581] : INFO : Epoch 1952 | loss: 0.0311818 | val_loss: 0.0311835 | Time: 1637.97 ms
[2021-05-29 20:13:49 main:581] : INFO : Epoch 1953 | loss: 0.0311806 | val_loss: 0.0311851 | Time: 1626.56 ms
[2021-05-29 20:13:51 main:581] : INFO : Epoch 1954 | loss: 0.0311818 | val_loss: 0.0311854 | Time: 1635.87 ms
[2021-05-29 20:13:52 main:581] : INFO : Epoch 1955 | loss: 0.0311812 | val_loss: 0.0311839 | Time: 1633.26 ms
[2021-05-29 20:13:54 main:581] : INFO : Epoch 1956 | loss: 0.031181 | val_loss: 0.0311872 | Time: 1630.11 ms
[2021-05-29 20:13:55 main:581] : INFO : Epoch 1957 | loss: 0.0311802 | val_loss: 0.0311838 | Time: 1639.92 ms
[2021-05-29 20:13:57 main:581] : INFO : Epoch 1958 | loss: 0.0311807 | val_loss: 0.0311839 | Time: 1636.75 ms
[2021-05-29 20:13:59 main:581] : INFO : Epoch 1959 | loss: 0.0311824 | val_loss: 0.0311854 | Time: 1634.21 ms
[2021-05-29 20:14:00 main:581] : INFO : Epoch 1960 | loss: 0.0311809 | val_loss: 0.0311842 | Time: 1650.5 ms
[2021-05-29 20:14:02 main:581] : INFO : Epoch 1961 | loss: 0.0311801 | val_loss: 0.0311868 | Time: 1636.29 ms
[2021-05-29 20:14:04 main:581] : INFO : Epoch 1962 | loss: 0.0311808 | val_loss: 0.0311855 | Time: 1637.5 ms
[2021-05-29 20:14:05 main:581] : INFO : Epoch 1963 | loss: 0.0311815 | val_loss: 0.0311864 | Time: 1634.82 ms
[2021-05-29 20:14:07 main:581] : INFO : Epoch 1964 | loss: 0.0311811 | val_loss: 0.0311842 | Time: 1629.31 ms
[2021-05-29 20:14:09 main:581] : INFO : Epoch 1965 | loss: 0.0311826 | val_loss: 0.0311879 | Time: 1637.5 ms
[2021-05-29 20:14:10 main:581] : INFO : Epoch 1966 | loss: 0.0311837 | val_loss: 0.0311854 | Time: 1634.85 ms
[2021-05-29 20:14:12 main:581] : INFO : Epoch 1967 | loss: 0.0311864 | val_loss: 0.0311923 | Time: 1638.96 ms
[2021-05-29 20:14:13 main:581] : INFO : Epoch 1968 | loss: 0.0311862 | val_loss: 0.0311888 | Time: 1640.28 ms
[2021-05-29 20:14:15 main:581] : INFO : Epoch 1969 | loss: 0.0311847 | val_loss: 0.031187 | Time: 1633.01 ms
[2021-05-29 20:14:17 main:581] : INFO : Epoch 1970 | loss: 0.0311831 | val_loss: 0.0311887 | Time: 1637.44 ms
[2021-05-29 20:14:18 main:581] : INFO : Epoch 1971 | loss: 0.0311809 | val_loss: 0.0311848 | Time: 1642.61 ms
[2021-05-29 20:14:20 main:581] : INFO : Epoch 1972 | loss: 0.0311811 | val_loss: 0.0311838 | Time: 1638.21 ms
[2021-05-29 20:14:22 main:581] : INFO : Epoch 1973 | loss: 0.0311809 | val_loss: 0.0311852 | Time: 1632.77 ms
[2021-05-29 20:14:23 main:581] : INFO : Epoch 1974 | loss: 0.0311809 | val_loss: 0.0311831 | Time: 1640.42 ms
[2021-05-29 20:14:25 main:581] : INFO : Epoch 1975 | loss: 0.0311809 | val_loss: 0.0311832 | Time: 1652.14 ms
[2021-05-29 20:14:27 main:581] : INFO : Epoch 1976 | loss: 0.0311805 | val_loss: 0.0311846 | Time: 1654.9 ms
[2021-05-29 20:14:28 main:581] : INFO : Epoch 1977 | loss: 0.0311803 | val_loss: 0.0311825 | Time: 1644.56 ms
[2021-05-29 20:14:30 main:581] : INFO : Epoch 1978 | loss: 0.0311811 | val_loss: 0.0311826 | Time: 1641.98 ms
[2021-05-29 20:14:31 main:581] : INFO : Epoch 1979 | loss: 0.0311804 | val_loss: 0.0311831 | Time: 1645.02 ms
[2021-05-29 20:14:33 main:581] : INFO : Epoch 1980 | loss: 0.03118 | val_loss: 0.0311834 | Time: 1649.41 ms
[2021-05-29 20:14:35 main:581] : INFO : Epoch 1981 | loss: 0.0311815 | val_loss: 0.0311873 | Time: 1644.74 ms
[2021-05-29 20:14:36 main:581] : INFO : Epoch 1982 | loss: 0.0311844 | val_loss: 0.0311855 | Time: 1651.29 ms
[2021-05-29 20:14:38 main:581] : INFO : Epoch 1983 | loss: 0.0311805 | val_loss: 0.0311844 | Time: 1642.12 ms
[2021-05-29 20:14:40 main:581] : INFO : Epoch 1984 | loss: 0.0311806 | val_loss: 0.0311851 | Time: 1642.15 ms
[2021-05-29 20:14:41 main:581] : INFO : Epoch 1985 | loss: 0.0311815 | val_loss: 0.0311853 | Time: 1652.72 ms
[2021-05-29 20:14:43 main:581] : INFO : Epoch 1986 | loss: 0.0311804 | val_loss: 0.0311866 | Time: 1651.9 ms
[2021-05-29 20:14:45 main:581] : INFO : Epoch 1987 | loss: 0.0311819 | val_loss: 0.0311863 | Time: 1643.77 ms
[2021-05-29 20:14:46 main:581] : INFO : Epoch 1988 | loss: 0.0311809 | val_loss: 0.0311863 | Time: 1647.88 ms
[2021-05-29 20:14:48 main:581] : INFO : Epoch 1989 | loss: 0.0311841 | val_loss: 0.0311849 | Time: 1645.94 ms
[2021-05-29 20:14:50 main:581] : INFO : Epoch 1990 | loss: 0.0311813 | val_loss: 0.0311847 | Time: 1634.58 ms
[2021-05-29 20:14:51 main:581] : INFO : Epoch 1991 | loss: 0.0311824 | val_loss: 0.0311873 | Time: 1647.85 ms
[2021-05-29 20:14:53 main:581] : INFO : Epoch 1992 | loss: 0.0311834 | val_loss: 0.0311863 | Time: 1657.29 ms
[2021-05-29 20:14:55 main:581] : INFO : Epoch 1993 | loss: 0.031183 | val_loss: 0.0311852 | Time: 1641.13 ms
[2021-05-29 20:14:56 main:581] : INFO : Epoch 1994 | loss: 0.0311815 | val_loss: 0.0311837 | Time: 1637.48 ms
[2021-05-29 20:14:58 main:581] : INFO : Epoch 1995 | loss: 0.0311821 | val_loss: 0.0311843 | Time: 1648.05 ms
[2021-05-29 20:14:59 main:581] : INFO : Epoch 1996 | loss: 0.0311847 | val_loss: 0.0311865 | Time: 1639.57 ms
[2021-05-29 20:15:01 main:581] : INFO : Epoch 1997 | loss: 0.0311849 | val_loss: 0.0311845 | Time: 1662.31 ms
[2021-05-29 20:15:03 main:581] : INFO : Epoch 1998 | loss: 0.0311831 | val_loss: 0.0311849 | Time: 1645.08 ms
[2021-05-29 20:15:04 main:581] : INFO : Epoch 1999 | loss: 0.0311814 | val_loss: 0.0311835 | Time: 1633.52 ms
[2021-05-29 20:15:06 main:581] : INFO : Epoch 2000 | loss: 0.0311812 | val_loss: 0.0311829 | Time: 1630.31 ms
[2021-05-29 20:15:08 main:581] : INFO : Epoch 2001 | loss: 0.0311813 | val_loss: 0.0311846 | Time: 1652.41 ms
[2021-05-29 20:15:09 main:581] : INFO : Epoch 2002 | loss: 0.0311812 | val_loss: 0.0311851 | Time: 1650.78 ms
[2021-05-29 20:15:11 main:581] : INFO : Epoch 2003 | loss: 0.0311827 | val_loss: 0.031185 | Time: 1643.03 ms
[2021-05-29 20:15:13 main:581] : INFO : Epoch 2004 | loss: 0.0311834 | val_loss: 0.0311842 | Time: 1632.61 ms
[2021-05-29 20:15:14 main:581] : INFO : Epoch 2005 | loss: 0.0311836 | val_loss: 0.0311848 | Time: 1634.02 ms
[2021-05-29 20:15:16 main:581] : INFO : Epoch 2006 | loss: 0.0311835 | val_loss: 0.0311832 | Time: 1654.79 ms
[2021-05-29 20:15:18 main:581] : INFO : Epoch 2007 | loss: 0.0311826 | val_loss: 0.0311834 | Time: 1646.48 ms
[2021-05-29 20:15:19 main:581] : INFO : Epoch 2008 | loss: 0.0311827 | val_loss: 0.0311845 | Time: 1645.43 ms
[2021-05-29 20:15:21 main:581] : INFO : Epoch 2009 | loss: 0.0311839 | val_loss: 0.0311848 | Time: 1647.3 ms
[2021-05-29 20:15:22 main:581] : INFO : Epoch 2010 | loss: 0.031184 | val_loss: 0.031184 | Time: 1641.95 ms
[2021-05-29 20:15:24 main:581] : INFO : Epoch 2011 | loss: 0.031184 | val_loss: 0.0311856 | Time: 1652.72 ms
[2021-05-29 20:15:26 main:581] : INFO : Epoch 2012 | loss: 0.0311829 | val_loss: 0.0311836 | Time: 1646.93 ms
[2021-05-29 20:15:27 main:581] : INFO : Epoch 2013 | loss: 0.0311827 | val_loss: 0.0311844 | Time: 1644.32 ms
[2021-05-29 20:15:29 main:581] : INFO : Epoch 2014 | loss: 0.0311826 | val_loss: 0.0311837 | Time: 1646.77 ms
[2021-05-29 20:15:31 main:581] : INFO : Epoch 2015 | loss: 0.0311831 | val_loss: 0.0311859 | Time: 1644.64 ms
[2021-05-29 20:15:32 main:581] : INFO : Epoch 2016 | loss: 0.0311818 | val_loss: 0.0311836 | Time: 1643.76 ms
[2021-05-29 20:15:34 main:581] : INFO : Epoch 2017 | loss: 0.0311809 | val_loss: 0.0311838 | Time: 1647.42 ms
[2021-05-29 20:15:36 main:581] : INFO : Epoch 2018 | loss: 0.0311815 | val_loss: 0.0311889 | Time: 1648.76 ms
[2021-05-29 20:15:37 main:581] : INFO : Epoch 2019 | loss: 0.0311874 | val_loss: 0.0311886 | Time: 1647.44 ms
[2021-05-29 20:15:39 main:581] : INFO : Epoch 2020 | loss: 0.0311879 | val_loss: 0.0311904 | Time: 1644 ms
[2021-05-29 20:15:41 main:581] : INFO : Epoch 2021 | loss: 0.0311865 | val_loss: 0.0311877 | Time: 1645.45 ms
[2021-05-29 20:15:42 main:581] : INFO : Epoch 2022 | loss: 0.0311854 | val_loss: 0.0311871 | Time: 1643.81 ms
[2021-05-29 20:15:44 main:581] : INFO : Epoch 2023 | loss: 0.0311845 | val_loss: 0.0311868 | Time: 1644.79 ms
[2021-05-29 20:15:46 main:581] : INFO : Epoch 2024 | loss: 0.031184 | val_loss: 0.0311857 | Time: 1647.08 ms
[2021-05-29 20:15:47 main:581] : INFO : Epoch 2025 | loss: 0.031183 | val_loss: 0.0311856 | Time: 1642.31 ms
[2021-05-29 20:15:49 main:581] : INFO : Epoch 2026 | loss: 0.0311831 | val_loss: 0.0311854 | Time: 1644.48 ms
[2021-05-29 20:15:50 main:581] : INFO : Epoch 2027 | loss: 0.0311832 | val_loss: 0.0311865 | Time: 1639.26 ms
[2021-05-29 20:15:52 main:581] : INFO : Epoch 2028 | loss: 0.0311827 | val_loss: 0.0311871 | Time: 1640.09 ms
[2021-05-29 20:15:54 main:581] : INFO : Epoch 2029 | loss: 0.0311913 | val_loss: 0.0312046 | Time: 1638.15 ms
[2021-05-29 20:15:55 main:581] : INFO : Epoch 2030 | loss: 0.0311923 | val_loss: 0.03119 | Time: 1636.16 ms
[2021-05-29 20:15:57 main:581] : INFO : Epoch 2031 | loss: 0.0311836 | val_loss: 0.0311852 | Time: 1641.21 ms
[2021-05-29 20:15:59 main:581] : INFO : Epoch 2032 | loss: 0.0311826 | val_loss: 0.0311849 | Time: 1644.44 ms
[2021-05-29 20:16:00 main:581] : INFO : Epoch 2033 | loss: 0.0311817 | val_loss: 0.0311868 | Time: 1653.88 ms
[2021-05-29 20:16:02 main:581] : INFO : Epoch 2034 | loss: 0.0311835 | val_loss: 0.0311845 | Time: 1640.44 ms
[2021-05-29 20:16:04 main:581] : INFO : Epoch 2035 | loss: 0.0311816 | val_loss: 0.0311842 | Time: 1637.38 ms
[2021-05-29 20:16:05 main:581] : INFO : Epoch 2036 | loss: 0.0311832 | val_loss: 0.0311881 | Time: 1641.21 ms
[2021-05-29 20:16:07 main:581] : INFO : Epoch 2037 | loss: 0.0311839 | val_loss: 0.0311845 | Time: 1640.11 ms
[2021-05-29 20:16:09 main:581] : INFO : Epoch 2038 | loss: 0.0311813 | val_loss: 0.0311841 | Time: 1640.4 ms
[2021-05-29 20:16:10 main:581] : INFO : Epoch 2039 | loss: 0.0311815 | val_loss: 0.0311843 | Time: 1640.02 ms
[2021-05-29 20:16:12 main:581] : INFO : Epoch 2040 | loss: 0.0311808 | val_loss: 0.0311849 | Time: 1635.03 ms
[2021-05-29 20:16:13 main:581] : INFO : Epoch 2041 | loss: 0.0311814 | val_loss: 0.031185 | Time: 1626.28 ms
[2021-05-29 20:16:15 main:581] : INFO : Epoch 2042 | loss: 0.0311816 | val_loss: 0.0311861 | Time: 1638.13 ms
[2021-05-29 20:16:17 main:581] : INFO : Epoch 2043 | loss: 0.031181 | val_loss: 0.0311854 | Time: 1641.37 ms
[2021-05-29 20:16:18 main:581] : INFO : Epoch 2044 | loss: 0.0311812 | val_loss: 0.031187 | Time: 1633.76 ms
[2021-05-29 20:16:20 main:581] : INFO : Epoch 2045 | loss: 0.031181 | val_loss: 0.031185 | Time: 1637.17 ms
[2021-05-29 20:16:22 main:581] : INFO : Epoch 2046 | loss: 0.0311816 | val_loss: 0.0311882 | Time: 1641.09 ms
[2021-05-29 20:16:23 main:581] : INFO : Epoch 2047 | loss: 0.0311811 | val_loss: 0.0311852 | Time: 1642.14 ms
[2021-05-29 20:16:25 main:581] : INFO : Epoch 2048 | loss: 0.0311812 | val_loss: 0.0311866 | Time: 1640.51 ms
[2021-05-29 20:16:25 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311866
[2021-05-29 20:16:25 main:610] : INFO : Saving end state to config to file
[2021-05-29 20:16:25 main:615] : INFO : Success, exiting..
20:16:25 (65506): 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)