Task 5098109
| Name | ParityModified-1619232083-31924-2_0 |
| Workunit | 3058532 |
| Created | 27 Apr 2021, 7:59:17 UTC |
| Sent | 3 May 2021, 23:15:18 UTC |
| Report deadline | 10 May 2021, 23:15:18 UTC |
| Received | 4 May 2021, 2:38:36 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 3 min 59 sec |
| CPU time | 1 hours 3 min 54 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.46 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.0311804 | val_loss: 0.0311899 | Time: 1876.8 ms [2021-05-03 21:21:55 main:581] : INFO : Epoch 1539 | loss: 0.0311813 | val_loss: 0.031193 | Time: 1877.12 ms [2021-05-03 21:21:56 main:581] : INFO : Epoch 1540 | loss: 0.0311802 | val_loss: 0.0311903 | Time: 1876.74 ms [2021-05-03 21:21:58 main:581] : INFO : Epoch 1541 | loss: 0.0311776 | val_loss: 0.0311884 | Time: 1879.03 ms [2021-05-03 21:22:00 main:581] : INFO : Epoch 1542 | loss: 0.0311773 | val_loss: 0.0311882 | Time: 1874.3 ms [2021-05-03 21:22:02 main:581] : INFO : Epoch 1543 | loss: 0.0311764 | val_loss: 0.031189 | Time: 1878.23 ms [2021-05-03 21:22:04 main:581] : INFO : Epoch 1544 | loss: 0.0311761 | val_loss: 0.0311873 | Time: 1877.83 ms [2021-05-03 21:22:06 main:581] : INFO : Epoch 1545 | loss: 0.031175 | val_loss: 0.0311863 | Time: 1873.02 ms [2021-05-03 21:22:08 main:581] : INFO : Epoch 1546 | loss: 0.0311744 | val_loss: 0.0311862 | Time: 1874.41 ms [2021-05-03 21:22:10 main:581] : INFO : Epoch 1547 | loss: 0.0311734 | val_loss: 0.0311869 | Time: 1874.81 ms [2021-05-03 21:22:11 main:581] : INFO : Epoch 1548 | loss: 0.0311731 | val_loss: 0.0311873 | Time: 1879 ms [2021-05-03 21:22:13 main:581] : INFO : Epoch 1549 | loss: 0.0311742 | val_loss: 0.0311873 | Time: 1873.24 ms [2021-05-03 21:22:15 main:581] : INFO : Epoch 1550 | loss: 0.0311726 | val_loss: 0.0311862 | Time: 1873.49 ms [2021-05-03 21:22:17 main:581] : INFO : Epoch 1551 | loss: 0.0311726 | val_loss: 0.0311859 | Time: 1875.26 ms [2021-05-03 21:22:19 main:581] : INFO : Epoch 1552 | loss: 0.0311718 | val_loss: 0.0311888 | Time: 1879.2 ms [2021-05-03 21:22:21 main:581] : INFO : Epoch 1553 | loss: 0.0311711 | val_loss: 0.0311858 | Time: 1866.98 ms [2021-05-03 21:22:23 main:581] : INFO : Epoch 1554 | loss: 0.0311705 | val_loss: 0.0311864 | Time: 1875.38 ms [2021-05-03 21:22:25 main:581] : INFO : Epoch 1555 | loss: 0.0311725 | val_loss: 0.0311904 | Time: 1864.85 ms [2021-05-03 21:22:26 main:581] : INFO : Epoch 1556 | loss: 0.0311706 | val_loss: 0.0311876 | Time: 1866.02 ms [2021-05-03 21:22:28 main:581] : INFO : Epoch 1557 | loss: 0.0311693 | val_loss: 0.0311878 | Time: 1868.96 ms [2021-05-03 21:22:30 main:581] : INFO : Epoch 1558 | loss: 0.03117 | val_loss: 0.0311926 | Time: 1871.52 ms [2021-05-03 21:22:32 main:581] : INFO : Epoch 1559 | loss: 0.0311704 | val_loss: 0.0311886 | Time: 1873.06 ms [2021-05-03 21:22:34 main:581] : INFO : Epoch 1560 | loss: 0.0311693 | val_loss: 0.0311874 | Time: 1880.84 ms [2021-05-03 21:22:36 main:581] : INFO : Epoch 1561 | loss: 0.0311679 | val_loss: 0.0311875 | Time: 1880.35 ms [2021-05-03 21:22:38 main:581] : INFO : Epoch 1562 | loss: 0.0311683 | val_loss: 0.0311909 | Time: 1873.79 ms [2021-05-03 21:22:39 main:581] : INFO : Epoch 1563 | loss: 0.0311693 | val_loss: 0.0311873 | Time: 1873.55 ms [2021-05-03 21:22:41 main:581] : INFO : Epoch 1564 | loss: 0.0311692 | val_loss: 0.031189 | Time: 1878.07 ms [2021-05-03 21:22:43 main:581] : INFO : Epoch 1565 | loss: 0.0311687 | val_loss: 0.0311901 | Time: 1882.48 ms [2021-05-03 21:22:45 main:581] : INFO : Epoch 1566 | loss: 0.031168 | val_loss: 0.031188 | Time: 1874.68 ms [2021-05-03 21:22:47 main:581] : INFO : Epoch 1567 | loss: 0.0311678 | val_loss: 0.0311889 | Time: 1874.24 ms [2021-05-03 21:22:49 main:581] : INFO : Epoch 1568 | loss: 0.0311688 | val_loss: 0.0311901 | Time: 1878.45 ms [2021-05-03 21:22:51 main:581] : INFO : Epoch 1569 | loss: 0.0311728 | val_loss: 0.0311877 | Time: 1881.18 ms [2021-05-03 21:22:53 main:581] : INFO : Epoch 1570 | loss: 0.031169 | val_loss: 0.0311875 | Time: 1873.05 ms [2021-05-03 21:22:55 main:581] : INFO : Epoch 1571 | loss: 0.0311699 | val_loss: 0.0311845 | Time: 1876.05 ms [2021-05-03 21:22:56 main:581] : INFO : Epoch 1572 | loss: 0.0311692 | val_loss: 0.031186 | Time: 1880.58 ms [2021-05-03 21:22:58 main:581] : INFO : Epoch 1573 | loss: 0.0311681 | val_loss: 0.0311874 | Time: 1883.21 ms [2021-05-03 21:23:00 main:581] : INFO : Epoch 1574 | loss: 0.0311666 | val_loss: 0.0311859 | Time: 1877.96 ms [2021-05-03 21:23:02 main:581] : INFO : Epoch 1575 | loss: 0.0311669 | val_loss: 0.0311856 | Time: 1882.15 ms [2021-05-03 21:23:04 main:581] : INFO : Epoch 1576 | loss: 0.0311693 | val_loss: 0.0311903 | Time: 1877.44 ms [2021-05-03 21:23:06 main:581] : INFO : Epoch 1577 | loss: 0.0311674 | val_loss: 0.031184 | Time: 1880.42 ms [2021-05-03 21:23:08 main:581] : INFO : Epoch 1578 | loss: 0.031168 | val_loss: 0.0311897 | Time: 1873.89 ms [2021-05-03 21:23:10 main:581] : INFO : Epoch 1579 | loss: 0.0311732 | val_loss: 0.0311887 | Time: 1882.6 ms [2021-05-03 21:23:11 main:581] : INFO : Epoch 1580 | loss: 0.0311815 | val_loss: 0.0312007 | Time: 1870.4 ms [2021-05-03 21:23:13 main:581] : INFO : Epoch 1581 | loss: 0.0311773 | val_loss: 0.0311883 | Time: 1867.09 ms [2021-05-03 21:23:15 main:581] : INFO : Epoch 1582 | loss: 0.0311699 | val_loss: 0.0311898 | Time: 1866.02 ms [2021-05-03 21:23:17 main:581] : INFO : Epoch 1583 | loss: 0.0311712 | val_loss: 0.0311884 | Time: 1866.78 ms [2021-05-03 21:23:19 main:581] : INFO : Epoch 1584 | loss: 0.0311709 | val_loss: 0.0311882 | Time: 1870.95 ms [2021-05-03 21:23:21 main:581] : INFO : Epoch 1585 | loss: 0.0311686 | val_loss: 0.0311915 | Time: 1877.62 ms [2021-05-03 21:23:23 main:581] : INFO : Epoch 1586 | loss: 0.0311664 | val_loss: 0.0311891 | Time: 1870.56 ms [2021-05-03 21:23:24 main:581] : INFO : Epoch 1587 | loss: 0.0311647 | val_loss: 0.0311895 | Time: 1784.12 ms [2021-05-03 21:23:26 main:581] : INFO : Epoch 1588 | loss: 0.0311651 | val_loss: 0.0311898 | Time: 1875.62 ms [2021-05-03 21:23:28 main:581] : INFO : Epoch 1589 | loss: 0.0311658 | val_loss: 0.0311873 | Time: 1872.88 ms [2021-05-03 21:23:30 main:581] : INFO : Epoch 1590 | loss: 0.0311682 | val_loss: 0.0311853 | Time: 1867.86 ms [2021-05-03 21:23:32 main:581] : INFO : Epoch 1591 | loss: 0.0311689 | val_loss: 0.0311885 | Time: 1870.07 ms [2021-05-03 21:23:34 main:581] : INFO : Epoch 1592 | loss: 0.031168 | val_loss: 0.0311885 | Time: 1836.31 ms [2021-05-03 21:23:36 main:581] : INFO : Epoch 1593 | loss: 0.0311667 | val_loss: 0.0311853 | Time: 1872.24 ms [2021-05-03 21:23:37 main:581] : INFO : Epoch 1594 | loss: 0.031166 | val_loss: 0.0311871 | Time: 1872.94 ms [2021-05-03 21:23:39 main:581] : INFO : Epoch 1595 | loss: 0.0311658 | val_loss: 0.0311875 | Time: 1881.4 ms [2021-05-03 21:23:41 main:581] : INFO : Epoch 1596 | loss: 0.0311656 | val_loss: 0.0311855 | Time: 1879.8 ms [2021-05-03 21:23:43 main:581] : INFO : Epoch 1597 | loss: 0.031167 | val_loss: 0.0311869 | Time: 1876.18 ms [2021-05-03 21:23:45 main:581] : INFO : Epoch 1598 | loss: 0.0311654 | val_loss: 0.0311867 | Time: 1883.57 ms [2021-05-03 21:23:47 main:581] : INFO : Epoch 1599 | loss: 0.0311648 | val_loss: 0.0311855 | Time: 1877.16 ms [2021-05-03 21:23:49 main:581] : INFO : Epoch 1600 | loss: 0.0311649 | val_loss: 0.0311898 | Time: 1875.18 ms [2021-05-03 21:23:51 main:581] : INFO : Epoch 1601 | loss: 0.0311637 | val_loss: 0.0311874 | Time: 1883.71 ms [2021-05-03 21:23:53 main:581] : INFO : Epoch 1602 | loss: 0.0311645 | val_loss: 0.0311864 | Time: 1880.27 ms [2021-05-03 21:23:54 main:581] : INFO : Epoch 1603 | loss: 0.0311641 | val_loss: 0.0311858 | Time: 1879.79 ms [2021-05-03 21:23:56 main:581] : INFO : Epoch 1604 | loss: 0.0311648 | val_loss: 0.0311856 | Time: 1882.97 ms [2021-05-03 21:23:58 main:581] : INFO : Epoch 1605 | loss: 0.0311624 | val_loss: 0.0311894 | Time: 1873.48 ms [2021-05-03 21:24:00 main:581] : INFO : Epoch 1606 | loss: 0.0311658 | val_loss: 0.0311891 | Time: 1873.39 ms [2021-05-03 21:24:02 main:581] : INFO : Epoch 1607 | loss: 0.0311648 | val_loss: 0.0311847 | Time: 1882.36 ms [2021-05-03 21:24:04 main:581] : INFO : Epoch 1608 | loss: 0.0311757 | val_loss: 0.0311839 | Time: 1878.6 ms [2021-05-03 21:24:06 main:581] : INFO : Epoch 1609 | loss: 0.0311757 | val_loss: 0.0311837 | Time: 1872.01 ms [2021-05-03 21:24:08 main:581] : INFO : Epoch 1610 | loss: 0.0311737 | val_loss: 0.0311811 | Time: 1877.54 ms [2021-05-03 21:24:09 main:581] : INFO : Epoch 1611 | loss: 0.0311737 | val_loss: 0.0311811 | Time: 1884.95 ms [2021-05-03 21:24:11 main:581] : INFO : Epoch 1612 | loss: 0.0311725 | val_loss: 0.0311809 | Time: 1873.88 ms [2021-05-03 21:24:13 main:581] : INFO : Epoch 1613 | loss: 0.0311705 | val_loss: 0.0311824 | Time: 1880.5 ms [2021-05-03 21:24:15 main:581] : INFO : Epoch 1614 | loss: 0.0311692 | val_loss: 0.0311812 | Time: 1886.28 ms [2021-05-03 21:24:17 main:581] : INFO : Epoch 1615 | loss: 0.0311686 | val_loss: 0.031179 | Time: 1876.99 ms [2021-05-03 21:24:19 main:581] : INFO : Epoch 1616 | loss: 0.0311683 | val_loss: 0.0311793 | Time: 1877.47 ms [2021-05-03 21:24:21 main:581] : INFO : Epoch 1617 | loss: 0.0311669 | val_loss: 0.0311802 | Time: 1885.44 ms [2021-05-03 21:24:23 main:581] : INFO : Epoch 1618 | loss: 0.0311679 | val_loss: 0.0311843 | Time: 1876.11 ms [2021-05-03 21:24:24 main:581] : INFO : Epoch 1619 | loss: 0.0311672 | val_loss: 0.0311835 | Time: 1875.61 ms [2021-05-03 21:24:26 main:581] : INFO : Epoch 1620 | loss: 0.0311654 | val_loss: 0.0311801 | Time: 1880.86 ms [2021-05-03 21:24:28 main:581] : INFO : Epoch 1621 | loss: 0.0311652 | val_loss: 0.031182 | Time: 1882.77 ms [2021-05-03 21:24:30 main:581] : INFO : Epoch 1622 | loss: 0.0311647 | val_loss: 0.0311821 | Time: 1874.32 ms [2021-05-03 21:24:32 main:581] : INFO : Epoch 1623 | loss: 0.0311646 | val_loss: 0.0311819 | Time: 1880.31 ms [2021-05-03 21:24:34 main:581] : INFO : Epoch 1624 | loss: 0.0311647 | val_loss: 0.0311803 | Time: 1881.87 ms [2021-05-03 21:24:36 main:581] : INFO : Epoch 1625 | loss: 0.0311649 | val_loss: 0.0311848 | Time: 1874.46 ms [2021-05-03 21:24:38 main:581] : INFO : Epoch 1626 | loss: 0.0311634 | val_loss: 0.0311841 | Time: 1873.75 ms [2021-05-03 21:24:40 main:581] : INFO : Epoch 1627 | loss: 0.031164 | val_loss: 0.0311805 | Time: 1879.87 ms [2021-05-03 21:24:41 main:581] : INFO : Epoch 1628 | loss: 0.0311632 | val_loss: 0.0311812 | Time: 1884.35 ms [2021-05-03 21:24:43 main:581] : INFO : Epoch 1629 | loss: 0.0311632 | val_loss: 0.0311789 | Time: 1875.15 ms [2021-05-03 21:24:45 main:581] : INFO : Epoch 1630 | loss: 0.031163 | val_loss: 0.0311798 | Time: 1872.89 ms [2021-05-03 21:24:47 main:581] : INFO : Epoch 1631 | loss: 0.0311633 | val_loss: 0.0311802 | Time: 1879.76 ms [2021-05-03 21:24:49 main:581] : INFO : Epoch 1632 | loss: 0.0311617 | val_loss: 0.0311832 | Time: 1880.41 ms [2021-05-03 21:24:51 main:581] : INFO : Epoch 1633 | loss: 0.0311619 | val_loss: 0.0311805 | Time: 1872.74 ms [2021-05-03 21:24:53 main:581] : INFO : Epoch 1634 | loss: 0.031163 | val_loss: 0.0311815 | Time: 1872.72 ms [2021-05-03 21:24:55 main:581] : INFO : Epoch 1635 | loss: 0.0311643 | val_loss: 0.0311813 | Time: 1883.91 ms [2021-05-03 21:24:56 main:581] : INFO : Epoch 1636 | loss: 0.031162 | val_loss: 0.0311814 | Time: 1874.01 ms [2021-05-03 21:24:58 main:581] : INFO : Epoch 1637 | loss: 0.0311622 | val_loss: 0.0311809 | Time: 1870.02 ms [2021-05-03 21:25:00 main:581] : INFO : Epoch 1638 | loss: 0.0311613 | val_loss: 0.0311806 | Time: 1873.71 ms [2021-05-03 21:25:02 main:581] : INFO : Epoch 1639 | loss: 0.03116 | val_loss: 0.0311842 | Time: 1881 ms [2021-05-03 21:25:04 main:581] : INFO : Epoch 1640 | loss: 0.0311611 | val_loss: 0.0311807 | Time: 1873.39 ms [2021-05-03 21:25:06 main:581] : INFO : Epoch 1641 | loss: 0.0311614 | val_loss: 0.0311831 | Time: 1873.26 ms [2021-05-03 21:25:08 main:581] : INFO : Epoch 1642 | loss: 0.0311637 | val_loss: 0.0311861 | Time: 1876.66 ms [2021-05-03 21:25:10 main:581] : INFO : Epoch 1643 | loss: 0.0311656 | val_loss: 0.0311814 | Time: 1884.37 ms [2021-05-03 21:25:11 main:581] : INFO : Epoch 1644 | loss: 0.0311633 | val_loss: 0.0311806 | Time: 1874.19 ms [2021-05-03 21:25:13 main:581] : INFO : Epoch 1645 | loss: 0.0311611 | val_loss: 0.031182 | Time: 1871.95 ms [2021-05-03 21:25:15 main:581] : INFO : Epoch 1646 | loss: 0.0311608 | val_loss: 0.0311818 | Time: 1876.28 ms [2021-05-03 21:25:17 main:581] : INFO : Epoch 1647 | loss: 0.031159 | val_loss: 0.0311832 | Time: 1879.71 ms [2021-05-03 21:25:19 main:581] : INFO : Epoch 1648 | loss: 0.0311605 | val_loss: 0.0311801 | Time: 1884.38 ms [2021-05-03 21:25:21 main:581] : INFO : Epoch 1649 | loss: 0.0311655 | val_loss: 0.031181 | Time: 1876.63 ms [2021-05-03 21:25:23 main:581] : INFO : Epoch 1650 | loss: 0.0311651 | val_loss: 0.0311785 | Time: 1877.92 ms [2021-05-03 21:25:25 main:581] : INFO : Epoch 1651 | loss: 0.0311656 | val_loss: 0.0311812 | Time: 1881.67 ms [2021-05-03 21:25:26 main:581] : INFO : Epoch 1652 | loss: 0.0311637 | val_loss: 0.031178 | Time: 1880.79 ms [2021-05-03 21:25:28 main:581] : INFO : Epoch 1653 | loss: 0.031162 | val_loss: 0.0311814 | Time: 1876.25 ms [2021-05-03 21:25:30 main:581] : INFO : Epoch 1654 | loss: 0.0311614 | val_loss: 0.0311812 | Time: 1881.11 ms [2021-05-03 21:25:32 main:581] : INFO : Epoch 1655 | loss: 0.031162 | val_loss: 0.0311827 | Time: 1874.84 ms [2021-05-03 21:25:34 main:581] : INFO : Epoch 1656 | loss: 0.031162 | val_loss: 0.0311808 | Time: 1874.53 ms [2021-05-03 21:25:36 main:581] : INFO : Epoch 1657 | loss: 0.0311626 | val_loss: 0.0311811 | Time: 1880.87 ms [2021-05-03 21:25:38 main:581] : INFO : Epoch 1658 | loss: 0.0311626 | val_loss: 0.0311817 | Time: 1879.58 ms [2021-05-03 21:25:40 main:581] : INFO : Epoch 1659 | loss: 0.0311613 | val_loss: 0.0311819 | Time: 1875.59 ms [2021-05-03 21:25:41 main:581] : INFO : Epoch 1660 | loss: 0.0311634 | val_loss: 0.0311811 | Time: 1881.24 ms [2021-05-03 21:25:43 main:581] : INFO : Epoch 1661 | loss: 0.0311646 | val_loss: 0.0311805 | Time: 1874.96 ms [2021-05-03 21:25:45 main:581] : INFO : Epoch 1662 | loss: 0.0311619 | val_loss: 0.0311808 | Time: 1872.31 ms [2021-05-03 21:25:47 main:581] : INFO : Epoch 1663 | loss: 0.0311608 | val_loss: 0.0311829 | Time: 1874.35 ms [2021-05-03 21:25:49 main:581] : INFO : Epoch 1664 | loss: 0.0311604 | val_loss: 0.0311804 | Time: 1877.92 ms [2021-05-03 21:25:51 main:581] : INFO : Epoch 1665 | loss: 0.0311599 | val_loss: 0.0311813 | Time: 1870.51 ms [2021-05-03 21:25:53 main:581] : INFO : Epoch 1666 | loss: 0.0311596 | val_loss: 0.0311815 | Time: 1874.14 ms [2021-05-03 21:25:55 main:581] : INFO : Epoch 1667 | loss: 0.0311597 | val_loss: 0.0311815 | Time: 1877.55 ms [2021-05-03 21:25:56 main:581] : INFO : Epoch 1668 | loss: 0.0311601 | val_loss: 0.0311826 | Time: 1869.46 ms [2021-05-03 21:25:58 main:581] : INFO : Epoch 1669 | loss: 0.0311583 | val_loss: 0.0311832 | Time: 1869.51 ms [2021-05-03 21:26:00 main:581] : INFO : Epoch 1670 | loss: 0.0311585 | val_loss: 0.0311823 | Time: 1873.38 ms [2021-05-03 21:26:02 main:581] : INFO : Epoch 1671 | loss: 0.0311578 | val_loss: 0.0311814 | Time: 1882 ms [2021-05-03 21:26:04 main:581] : INFO : Epoch 1672 | loss: 0.0311582 | val_loss: 0.0311808 | Time: 1872.06 ms [2021-05-03 21:26:06 main:581] : INFO : Epoch 1673 | loss: 0.0311569 | val_loss: 0.0311799 | Time: 1872.33 ms [2021-05-03 21:26:08 main:581] : INFO : Epoch 1674 | loss: 0.0311558 | val_loss: 0.0311806 | Time: 1874.43 ms [2021-05-03 21:26:10 main:581] : INFO : Epoch 1675 | loss: 0.0311566 | val_loss: 0.0311809 | Time: 1876.47 ms [2021-05-03 21:26:11 main:581] : INFO : Epoch 1676 | loss: 0.0311563 | val_loss: 0.0311786 | Time: 1879.71 ms [2021-05-03 21:26:13 main:581] : INFO : Epoch 1677 | loss: 0.031156 | val_loss: 0.0311799 | Time: 1871.15 ms [2021-05-03 21:26:15 main:581] : INFO : Epoch 1678 | loss: 0.0311586 | val_loss: 0.0311843 | Time: 1868.98 ms [2021-05-03 21:26:17 main:581] : INFO : Epoch 1679 | loss: 0.0311574 | val_loss: 0.0311871 | Time: 1875.34 ms [2021-05-03 21:26:19 main:581] : INFO : Epoch 1680 | loss: 0.0311584 | val_loss: 0.0311821 | Time: 1877.57 ms [2021-05-03 21:26:21 main:581] : INFO : Epoch 1681 | loss: 0.0311559 | val_loss: 0.0311865 | Time: 1882.65 ms [2021-05-03 21:26:23 main:581] : INFO : Epoch 1682 | loss: 0.0311618 | val_loss: 0.0311778 | Time: 1872.95 ms [2021-05-03 21:26:25 main:581] : INFO : Epoch 1683 | loss: 0.031159 | val_loss: 0.0311812 | Time: 1880.16 ms [2021-05-03 21:26:26 main:581] : INFO : Epoch 1684 | loss: 0.0311616 | val_loss: 0.0311815 | Time: 1876.35 ms [2021-05-03 21:26:28 main:581] : INFO : Epoch 1685 | loss: 0.0311606 | val_loss: 0.0311798 | Time: 1879.44 ms [2021-05-03 21:26:30 main:581] : INFO : Epoch 1686 | loss: 0.0311582 | val_loss: 0.0311822 | Time: 1876.82 ms [2021-05-03 21:26:32 main:581] : INFO : Epoch 1687 | loss: 0.0311574 | val_loss: 0.0311791 | Time: 1874.25 ms [2021-05-03 21:26:34 main:581] : INFO : Epoch 1688 | loss: 0.0311587 | val_loss: 0.0311793 | Time: 1877.3 ms [2021-05-03 21:26:36 main:581] : INFO : Epoch 1689 | loss: 0.0311559 | val_loss: 0.0311784 | Time: 1879.18 ms [2021-05-03 21:26:38 main:581] : INFO : Epoch 1690 | loss: 0.0311556 | val_loss: 0.0311789 | Time: 1871.99 ms [2021-05-03 21:26:40 main:581] : INFO : Epoch 1691 | loss: 0.0311552 | val_loss: 0.031178 | Time: 1878.4 ms [2021-05-03 21:26:41 main:581] : INFO : Epoch 1692 | loss: 0.0311551 | val_loss: 0.0311778 | Time: 1881.98 ms [2021-05-03 21:26:43 main:581] : INFO : Epoch 1693 | loss: 0.031154 | val_loss: 0.0311783 | Time: 1878.19 ms [2021-05-03 21:26:45 main:581] : INFO : Epoch 1694 | loss: 0.0311555 | val_loss: 0.0311781 | Time: 1879.88 ms [2021-05-03 21:26:47 main:581] : INFO : Epoch 1695 | loss: 0.0311529 | val_loss: 0.0311814 | Time: 1876.13 ms [2021-05-03 21:26:49 main:581] : INFO : Epoch 1696 | loss: 0.0311558 | val_loss: 0.0311795 | Time: 1873.31 ms [2021-05-03 21:26:51 main:581] : INFO : Epoch 1697 | loss: 0.0311572 | val_loss: 0.0311817 | Time: 1874.32 ms [2021-05-03 21:26:53 main:581] : INFO : Epoch 1698 | loss: 0.0311554 | val_loss: 0.031184 | Time: 1881.7 ms [2021-05-03 21:26:55 main:581] : INFO : Epoch 1699 | loss: 0.0311545 | val_loss: 0.0311868 | Time: 1872.3 ms [2021-05-03 21:26:56 main:581] : INFO : Epoch 1700 | loss: 0.0311559 | val_loss: 0.0311835 | Time: 1874.14 ms [2021-05-03 21:26:58 main:581] : INFO : Epoch 1701 | loss: 0.0311556 | val_loss: 0.0311938 | Time: 1876.23 ms [2021-05-03 21:27:00 main:581] : INFO : Epoch 1702 | loss: 0.0311623 | val_loss: 0.0311846 | Time: 1881.71 ms [2021-05-03 21:27:02 main:581] : INFO : Epoch 1703 | loss: 0.0311598 | val_loss: 0.0311824 | Time: 1871.16 ms [2021-05-03 21:27:04 main:581] : INFO : Epoch 1704 | loss: 0.0311577 | val_loss: 0.0311801 | Time: 1875.85 ms [2021-05-03 21:27:06 main:581] : INFO : Epoch 1705 | loss: 0.031156 | val_loss: 0.031183 | Time: 1880.15 ms [2021-05-03 21:27:08 main:581] : INFO : Epoch 1706 | loss: 0.0311539 | val_loss: 0.0311857 | Time: 1876.81 ms [2021-05-03 21:27:10 main:581] : INFO : Epoch 1707 | loss: 0.0311575 | val_loss: 0.0311803 | Time: 1874 ms [2021-05-03 21:27:12 main:581] : INFO : Epoch 1708 | loss: 0.0311566 | val_loss: 0.0311825 | Time: 1877.11 ms [2021-05-03 21:27:13 main:581] : INFO : Epoch 1709 | loss: 0.0311575 | val_loss: 0.031184 | Time: 1880.39 ms [2021-05-03 21:27:15 main:581] : INFO : Epoch 1710 | loss: 0.0311585 | val_loss: 0.0311784 | Time: 1872.24 ms [2021-05-03 21:27:17 main:581] : INFO : Epoch 1711 | loss: 0.0311584 | val_loss: 0.0311814 | Time: 1874.01 ms [2021-05-03 21:27:19 main:581] : INFO : Epoch 1712 | loss: 0.0311626 | val_loss: 0.0311815 | Time: 1879.66 ms [2021-05-03 21:27:21 main:581] : INFO : Epoch 1713 | loss: 0.0311652 | val_loss: 0.0311799 | Time: 1872.89 ms [2021-05-03 21:27:23 main:581] : INFO : Epoch 1714 | loss: 0.0311662 | val_loss: 0.0311805 | Time: 1870.04 ms [2021-05-03 21:27:25 main:581] : INFO : Epoch 1715 | loss: 0.0311644 | val_loss: 0.0311787 | Time: 1867.86 ms [2021-05-03 21:27:26 main:581] : INFO : Epoch 1716 | loss: 0.0311634 | val_loss: 0.0311799 | Time: 1870.95 ms [2021-05-03 21:27:28 main:581] : INFO : Epoch 1717 | loss: 0.0311606 | val_loss: 0.0311796 | Time: 1873.88 ms [2021-05-03 21:27:30 main:581] : INFO : Epoch 1718 | loss: 0.0311593 | val_loss: 0.0311753 | Time: 1872.94 ms [2021-05-03 21:27:32 main:581] : INFO : Epoch 1719 | loss: 0.031158 | val_loss: 0.0311768 | Time: 1871.03 ms [2021-05-03 21:27:34 main:581] : INFO : Epoch 1720 | loss: 0.0311577 | val_loss: 0.0311768 | Time: 1868.14 ms [2021-05-03 21:27:36 main:581] : INFO : Epoch 1721 | loss: 0.0311557 | val_loss: 0.0311759 | Time: 1872.21 ms [2021-05-03 21:27:38 main:581] : INFO : Epoch 1722 | loss: 0.0311568 | val_loss: 0.031175 | Time: 1876.89 ms [2021-05-03 21:27:40 main:581] : INFO : Epoch 1723 | loss: 0.0311546 | val_loss: 0.0311777 | Time: 1867.16 ms [2021-05-03 21:27:41 main:581] : INFO : Epoch 1724 | loss: 0.0311547 | val_loss: 0.0311756 | Time: 1870.5 ms [2021-05-03 21:27:43 main:581] : INFO : Epoch 1725 | loss: 0.0311554 | val_loss: 0.0311802 | Time: 1876.13 ms [2021-05-03 21:27:45 main:581] : INFO : Epoch 1726 | loss: 0.0311582 | val_loss: 0.0311798 | Time: 1868.38 ms [2021-05-03 21:27:47 main:581] : INFO : Epoch 1727 | loss: 0.0311569 | val_loss: 0.0311782 | Time: 1869.28 ms [2021-05-03 21:27:49 main:581] : INFO : Epoch 1728 | loss: 0.0311601 | val_loss: 0.0311751 | Time: 1871.13 ms [2021-05-03 21:27:51 main:581] : INFO : Epoch 1729 | loss: 0.0311579 | val_loss: 0.0311769 | Time: 1872.8 ms [2021-05-03 21:27:53 main:581] : INFO : Epoch 1730 | loss: 0.0311551 | val_loss: 0.0311776 | Time: 1877.66 ms [2021-05-03 21:27:55 main:581] : INFO : Epoch 1731 | loss: 0.0311564 | val_loss: 0.0311828 | Time: 1872.66 ms [2021-05-03 21:27:56 main:581] : INFO : Epoch 1732 | loss: 0.0311592 | val_loss: 0.0311814 | Time: 1869.7 ms [2021-05-03 21:27:58 main:581] : INFO : Epoch 1733 | loss: 0.0311579 | val_loss: 0.0311809 | Time: 1874.2 ms [2021-05-03 21:28:00 main:581] : INFO : Epoch 1734 | loss: 0.0311557 | val_loss: 0.03118 | Time: 1850.13 ms [2021-05-03 21:28:02 main:581] : INFO : Epoch 1735 | loss: 0.0311613 | val_loss: 0.0311748 | Time: 1867.26 ms [2021-05-03 21:28:04 main:581] : INFO : Epoch 1736 | loss: 0.0311645 | val_loss: 0.0311756 | Time: 1865.79 ms [2021-05-03 21:28:06 main:581] : INFO : Epoch 1737 | loss: 0.0311606 | val_loss: 0.0311747 | Time: 1867.78 ms [2021-05-03 21:28:08 main:581] : INFO : Epoch 1738 | loss: 0.0311615 | val_loss: 0.0311767 | Time: 1875.47 ms [2021-05-03 21:28:10 main:581] : INFO : Epoch 1739 | loss: 0.0311633 | val_loss: 0.0311792 | Time: 1866.24 ms [2021-05-03 21:28:11 main:581] : INFO : Epoch 1740 | loss: 0.0311626 | val_loss: 0.0311773 | Time: 1864.64 ms [2021-05-03 21:28:13 main:581] : INFO : Epoch 1741 | loss: 0.0311593 | val_loss: 0.0311751 | Time: 1866.3 ms [2021-05-03 21:28:15 main:581] : INFO : Epoch 1742 | loss: 0.0311571 | val_loss: 0.0311768 | Time: 1874.78 ms [2021-05-03 21:28:17 main:581] : INFO : Epoch 1743 | loss: 0.0311556 | val_loss: 0.031178 | Time: 1865.96 ms [2021-05-03 21:28:19 main:581] : INFO : Epoch 1744 | loss: 0.0311592 | val_loss: 0.031174 | Time: 1869.78 ms [2021-05-03 21:28:21 main:581] : INFO : Epoch 1745 | loss: 0.0311595 | val_loss: 0.0311736 | Time: 1874.02 ms [2021-05-03 21:28:23 main:581] : INFO : Epoch 1746 | loss: 0.031159 | val_loss: 0.0311761 | Time: 1874.89 ms [2021-05-03 21:28:24 main:581] : INFO : Epoch 1747 | loss: 0.0311578 | val_loss: 0.0311789 | Time: 1869.61 ms [2021-05-03 21:28:26 main:581] : INFO : Epoch 1748 | loss: 0.031159 | val_loss: 0.0311764 | Time: 1872.27 ms [2021-05-03 21:28:28 main:581] : INFO : Epoch 1749 | loss: 0.0311577 | val_loss: 0.0311746 | Time: 1871.91 ms [2021-05-03 21:28:30 main:581] : INFO : Epoch 1750 | loss: 0.0311564 | val_loss: 0.0311772 | Time: 1877.93 ms [2021-05-03 21:28:32 main:581] : INFO : Epoch 1751 | loss: 0.0311557 | val_loss: 0.0311755 | Time: 1870.87 ms [2021-05-03 21:28:34 main:581] : INFO : Epoch 1752 | loss: 0.0311539 | val_loss: 0.0311788 | Time: 1872.64 ms [2021-05-03 21:28:36 main:581] : INFO : Epoch 1753 | loss: 0.0311535 | val_loss: 0.0311778 | Time: 1874.99 ms [2021-05-03 21:28:38 main:581] : INFO : Epoch 1754 | loss: 0.0311538 | val_loss: 0.0311764 | Time: 1868.39 ms [2021-05-03 21:28:39 main:581] : INFO : Epoch 1755 | loss: 0.031154 | val_loss: 0.0311784 | Time: 1868.45 ms [2021-05-03 21:28:41 main:581] : INFO : Epoch 1756 | loss: 0.0311551 | val_loss: 0.0311763 | Time: 1869.27 ms [2021-05-03 21:28:43 main:581] : INFO : Epoch 1757 | loss: 0.0311557 | val_loss: 0.0311752 | Time: 1874.63 ms [2021-05-03 21:28:45 main:581] : INFO : Epoch 1758 | loss: 0.0311544 | val_loss: 0.0311768 | Time: 1873.08 ms [2021-05-03 21:28:47 main:581] : INFO : Epoch 1759 | loss: 0.0311591 | val_loss: 0.0311774 | Time: 1877.7 ms [2021-05-03 21:28:49 main:581] : INFO : Epoch 1760 | loss: 0.0311569 | val_loss: 0.0311784 | Time: 1869.48 ms [2021-05-03 21:28:51 main:581] : INFO : Epoch 1761 | loss: 0.0311587 | val_loss: 0.031178 | Time: 1874.46 ms [2021-05-03 21:28:53 main:581] : INFO : Epoch 1762 | loss: 0.0311578 | val_loss: 0.0311818 | Time: 1873.99 ms [2021-05-03 21:28:54 main:581] : INFO : Epoch 1763 | loss: 0.0311562 | val_loss: 0.0311763 | Time: 1869.69 ms [2021-05-03 21:28:56 main:581] : INFO : Epoch 1764 | loss: 0.0311545 | val_loss: 0.0311761 | Time: 1873.78 ms [2021-05-03 21:28:58 main:581] : INFO : Epoch 1765 | loss: 0.0311562 | val_loss: 0.0311821 | Time: 1879.42 ms [2021-05-03 21:29:00 main:581] : INFO : Epoch 1766 | loss: 0.031154 | val_loss: 0.0311779 | Time: 1869.75 ms [2021-05-03 21:29:02 main:581] : INFO : Epoch 1767 | loss: 0.0311536 | val_loss: 0.0311762 | Time: 1870.23 ms [2021-05-03 21:29:04 main:581] : INFO : Epoch 1768 | loss: 0.0311561 | val_loss: 0.0311801 | Time: 1872.67 ms [2021-05-03 21:29:06 main:581] : INFO : Epoch 1769 | loss: 0.0311566 | val_loss: 0.0311811 | Time: 1873.95 ms [2021-05-03 21:29:08 main:581] : INFO : Epoch 1770 | loss: 0.0311559 | val_loss: 0.031175 | Time: 1866.78 ms [2021-05-03 21:29:09 main:581] : INFO : Epoch 1771 | loss: 0.0311552 | val_loss: 0.0311758 | Time: 1875.27 ms [2021-05-03 21:29:11 main:581] : INFO : Epoch 1772 | loss: 0.031153 | val_loss: 0.0311771 | Time: 1869.81 ms [2021-05-03 21:29:13 main:581] : INFO : Epoch 1773 | loss: 0.0311541 | val_loss: 0.0311798 | Time: 1867.23 ms [2021-05-03 21:29:15 main:581] : INFO : Epoch 1774 | loss: 0.0311598 | val_loss: 0.0311796 | Time: 1868.31 ms [2021-05-03 21:29:17 main:581] : INFO : Epoch 1775 | loss: 0.0311614 | val_loss: 0.0311802 | Time: 1872.21 ms [2021-05-03 21:29:19 main:581] : INFO : Epoch 1776 | loss: 0.0311597 | val_loss: 0.031177 | Time: 1873.02 ms [2021-05-03 21:29:21 main:581] : INFO : Epoch 1777 | loss: 0.0311621 | val_loss: 0.0311755 | Time: 1867.36 ms [2021-05-03 21:29:23 main:581] : INFO : Epoch 1778 | loss: 0.0311658 | val_loss: 0.0311769 | Time: 1874.79 ms [2021-05-03 21:29:24 main:581] : INFO : Epoch 1779 | loss: 0.0311655 | val_loss: 0.0311795 | Time: 1874.78 ms [2021-05-03 21:29:26 main:581] : INFO : Epoch 1780 | loss: 0.0311638 | val_loss: 0.0311763 | Time: 1869.4 ms [2021-05-03 21:29:28 main:581] : INFO : Epoch 1781 | loss: 0.0311613 | val_loss: 0.0311773 | Time: 1874.36 ms [2021-05-03 21:29:30 main:581] : INFO : Epoch 1782 | loss: 0.0311613 | val_loss: 0.0311786 | Time: 1874.56 ms [2021-05-03 21:29:32 main:581] : INFO : Epoch 1783 | loss: 0.0311592 | val_loss: 0.0311784 | Time: 1874.15 ms [2021-05-03 21:29:34 main:581] : INFO : Epoch 1784 | loss: 0.031159 | val_loss: 0.0311807 | Time: 1873.31 ms [2021-05-03 21:29:36 main:581] : INFO : Epoch 1785 | loss: 0.0311603 | val_loss: 0.0311806 | Time: 1871.25 ms [2021-05-03 21:29:38 main:581] : INFO : Epoch 1786 | loss: 0.031157 | val_loss: 0.0311856 | Time: 1879.11 ms [2021-05-03 21:29:39 main:581] : INFO : Epoch 1787 | loss: 0.0311567 | val_loss: 0.0311838 | Time: 1870.81 ms [2021-05-03 21:29:41 main:581] : INFO : Epoch 1788 | loss: 0.0311562 | val_loss: 0.0311782 | Time: 1870.08 ms [2021-05-03 21:29:43 main:581] : INFO : Epoch 1789 | loss: 0.0311553 | val_loss: 0.0311828 | Time: 1878.08 ms [2021-05-03 21:29:45 main:581] : INFO : Epoch 1790 | loss: 0.0311549 | val_loss: 0.0311848 | Time: 1872.5 ms [2021-05-03 21:29:47 main:581] : INFO : Epoch 1791 | loss: 0.0311537 | val_loss: 0.0311822 | Time: 1870.07 ms [2021-05-03 21:29:49 main:581] : INFO : Epoch 1792 | loss: 0.0311538 | val_loss: 0.03118 | Time: 1874.04 ms [2021-05-03 21:29:51 main:581] : INFO : Epoch 1793 | loss: 0.0311551 | val_loss: 0.0311833 | Time: 1877.69 ms [2021-05-03 21:29:52 main:581] : INFO : Epoch 1794 | loss: 0.0311536 | val_loss: 0.0311823 | Time: 1868.13 ms [2021-05-03 21:29:54 main:581] : INFO : Epoch 1795 | loss: 0.0311527 | val_loss: 0.0311797 | Time: 1870.75 ms [2021-05-03 21:29:56 main:581] : INFO : Epoch 1796 | loss: 0.031151 | val_loss: 0.0311823 | Time: 1871.45 ms [2021-05-03 21:29:58 main:581] : INFO : Epoch 1797 | loss: 0.0311513 | val_loss: 0.0311798 | Time: 1878.62 ms [2021-05-03 21:30:00 main:581] : INFO : Epoch 1798 | loss: 0.031155 | val_loss: 0.0311823 | Time: 1870.71 ms [2021-05-03 21:30:02 main:581] : INFO : Epoch 1799 | loss: 0.0311551 | val_loss: 0.0311787 | Time: 1873.59 ms [2021-05-03 21:30:04 main:581] : INFO : Epoch 1800 | loss: 0.0311527 | val_loss: 0.0311819 | Time: 1875.47 ms [2021-05-03 21:30:06 main:581] : INFO : Epoch 1801 | loss: 0.0311521 | val_loss: 0.0311815 | Time: 1878.74 ms [2021-05-03 21:30:07 main:581] : INFO : Epoch 1802 | loss: 0.0311535 | val_loss: 0.0311814 | Time: 1874.45 ms [2021-05-03 21:30:09 main:581] : INFO : Epoch 1803 | loss: 0.0311544 | val_loss: 0.031179 | Time: 1876.44 ms [2021-05-03 21:30:11 main:581] : INFO : Epoch 1804 | loss: 0.0311527 | val_loss: 0.0311792 | Time: 1877.99 ms [2021-05-03 21:30:13 main:581] : INFO : Epoch 1805 | loss: 0.0311517 | val_loss: 0.031182 | Time: 1883.88 ms [2021-05-03 21:30:15 main:581] : INFO : Epoch 1806 | loss: 0.0311557 | val_loss: 0.0311795 | Time: 1877.37 ms [2021-05-03 21:30:17 main:581] : INFO : Epoch 1807 | loss: 0.0311543 | val_loss: 0.0311778 | Time: 1872.54 ms [2021-05-03 21:30:19 main:581] : INFO : Epoch 1808 | loss: 0.0311534 | val_loss: 0.0311848 | Time: 1879 ms [2021-05-03 21:30:21 main:581] : INFO : Epoch 1809 | loss: 0.0311556 | val_loss: 0.0311886 | Time: 1874.18 ms [2021-05-03 21:30:23 main:581] : INFO : Epoch 1810 | loss: 0.0311557 | val_loss: 0.0311832 | Time: 1872.3 ms [2021-05-03 21:30:24 main:581] : INFO : Epoch 1811 | loss: 0.0311546 | val_loss: 0.0311816 | Time: 1871.29 ms [2021-05-03 21:30:26 main:581] : INFO : Epoch 1812 | loss: 0.0311544 | val_loss: 0.0311837 | Time: 1880.42 ms [2021-05-03 21:30:28 main:581] : INFO : Epoch 1813 | loss: 0.0311533 | val_loss: 0.0311799 | Time: 1874.49 ms [2021-05-03 21:30:30 main:581] : INFO : Epoch 1814 | loss: 0.0311545 | val_loss: 0.031183 | Time: 1869.73 ms [2021-05-03 21:30:32 main:581] : INFO : Epoch 1815 | loss: 0.0311521 | val_loss: 0.0311874 | Time: 1877.58 ms [2021-05-03 21:30:34 main:581] : INFO : Epoch 1816 | loss: 0.0311506 | val_loss: 0.0311815 | Time: 1880.28 ms [2021-05-03 21:30:36 main:581] : INFO : Epoch 1817 | loss: 0.0311511 | val_loss: 0.0311804 | Time: 1875.63 ms [2021-05-03 21:30:38 main:581] : INFO : Epoch 1818 | loss: 0.0311549 | val_loss: 0.0311815 | Time: 1878.35 ms [2021-05-03 21:30:39 main:581] : INFO : Epoch 1819 | loss: 0.0311551 | val_loss: 0.0311806 | Time: 1882.37 ms [2021-05-03 21:30:41 main:581] : INFO : Epoch 1820 | loss: 0.0311542 | val_loss: 0.0311776 | Time: 1876.68 ms [2021-05-03 21:30:43 main:581] : INFO : Epoch 1821 | loss: 0.0311579 | val_loss: 0.0311786 | Time: 1883.67 ms [2021-05-03 21:30:45 main:581] : INFO : Epoch 1822 | loss: 0.0311615 | val_loss: 0.0311778 | Time: 1875.49 ms [2021-05-03 21:30:47 main:581] : INFO : Epoch 1823 | loss: 0.0311576 | val_loss: 0.0311775 | Time: 1876.89 ms [2021-05-03 21:30:49 main:581] : INFO : Epoch 1824 | loss: 0.0311565 | val_loss: 0.0311782 | Time: 1881.26 ms [2021-05-03 21:30:51 main:581] : INFO : Epoch 1825 | loss: 0.0311598 | val_loss: 0.0311784 | Time: 1879 ms [2021-05-03 21:30:53 main:581] : INFO : Epoch 1826 | loss: 0.0311611 | val_loss: 0.0311776 | Time: 1876.77 ms [2021-05-03 21:30:54 main:581] : INFO : Epoch 1827 | loss: 0.0311612 | val_loss: 0.0311821 | Time: 1878.73 ms [2021-05-03 21:30:56 main:581] : INFO : Epoch 1828 | loss: 0.031159 | val_loss: 0.0311859 | Time: 1878.53 ms [2021-05-03 21:30:58 main:581] : INFO : Epoch 1829 | loss: 0.0311565 | val_loss: 0.0311791 | Time: 1879.17 ms [2021-05-03 21:31:00 main:581] : INFO : Epoch 1830 | loss: 0.0311548 | val_loss: 0.0311819 | Time: 1874.02 ms [2021-05-03 21:31:02 main:581] : INFO : Epoch 1831 | loss: 0.031154 | val_loss: 0.0311806 | Time: 1876.92 ms [2021-05-03 21:31:04 main:581] : INFO : Epoch 1832 | loss: 0.0311533 | val_loss: 0.0311841 | Time: 1878.13 ms [2021-05-03 21:31:06 main:581] : INFO : Epoch 1833 | loss: 0.0311534 | val_loss: 0.0311821 | Time: 1879.78 ms [2021-05-03 21:31:08 main:581] : INFO : Epoch 1834 | loss: 0.0311522 | val_loss: 0.0311784 | Time: 1872.68 ms [2021-05-03 21:31:09 main:581] : INFO : Epoch 1835 | loss: 0.0311523 | val_loss: 0.0311811 | Time: 1868.76 ms [2021-05-03 21:31:11 main:581] : INFO : Epoch 1836 | loss: 0.0311574 | val_loss: 0.0311784 | Time: 1874.27 ms [2021-05-03 21:31:13 main:581] : INFO : Epoch 1837 | loss: 0.0311552 | val_loss: 0.0311795 | Time: 1874.77 ms [2021-05-03 21:31:15 main:581] : INFO : Epoch 1838 | loss: 0.0311525 | val_loss: 0.031178 | Time: 1869.86 ms [2021-05-03 21:31:17 main:581] : INFO : Epoch 1839 | loss: 0.0311525 | val_loss: 0.031176 | Time: 1867.79 ms [2021-05-03 21:31:19 main:581] : INFO : Epoch 1840 | loss: 0.031155 | val_loss: 0.0311792 | Time: 1876.72 ms [2021-05-03 21:31:21 main:581] : INFO : Epoch 1841 | loss: 0.0311553 | val_loss: 0.0311789 | Time: 1869.7 ms [2021-05-03 21:31:23 main:581] : INFO : Epoch 1842 | loss: 0.0311563 | val_loss: 0.0311795 | Time: 1864.94 ms [2021-05-03 21:31:24 main:581] : INFO : Epoch 1843 | loss: 0.031159 | val_loss: 0.0311753 | Time: 1865.93 ms [2021-05-03 21:31:26 main:581] : INFO : Epoch 1844 | loss: 0.031157 | val_loss: 0.0311757 | Time: 1871.89 ms [2021-05-03 21:31:28 main:581] : INFO : Epoch 1845 | loss: 0.0311554 | val_loss: 0.0311795 | Time: 1871.15 ms [2021-05-03 21:31:30 main:581] : INFO : Epoch 1846 | loss: 0.0311564 | val_loss: 0.0311782 | Time: 1866.07 ms [2021-05-03 21:31:32 main:581] : INFO : Epoch 1847 | loss: 0.0311617 | val_loss: 0.031173 | Time: 1866.18 ms [2021-05-03 21:31:34 main:581] : INFO : Epoch 1848 | loss: 0.0311583 | val_loss: 0.0311719 | Time: 1868.06 ms [2021-05-03 21:31:36 main:581] : INFO : Epoch 1849 | loss: 0.0311581 | val_loss: 0.0311725 | Time: 1870.83 ms [2021-05-03 21:31:37 main:581] : INFO : Epoch 1850 | loss: 0.0311567 | val_loss: 0.0311771 | Time: 1836.48 ms [2021-05-03 21:31:39 main:581] : INFO : Epoch 1851 | loss: 0.0311553 | val_loss: 0.0311717 | Time: 1803.53 ms [2021-05-03 21:31:41 main:581] : INFO : Epoch 1852 | loss: 0.0311554 | val_loss: 0.0311748 | Time: 1875.5 ms [2021-05-03 21:31:43 main:581] : INFO : Epoch 1853 | loss: 0.0311569 | val_loss: 0.0311722 | Time: 1790.21 ms [2021-05-03 21:31:45 main:581] : INFO : Epoch 1854 | loss: 0.0311569 | val_loss: 0.0311734 | Time: 1875.94 ms [2021-05-03 21:31:47 main:581] : INFO : Epoch 1855 | loss: 0.0311542 | val_loss: 0.0311772 | Time: 1878.22 ms [2021-05-03 21:31:49 main:581] : INFO : Epoch 1856 | loss: 0.031152 | val_loss: 0.0311755 | Time: 1881.72 ms [2021-05-03 21:31:50 main:581] : INFO : Epoch 1857 | loss: 0.0311513 | val_loss: 0.0311747 | Time: 1884.96 ms [2021-05-03 21:31:52 main:581] : INFO : Epoch 1858 | loss: 0.0311509 | val_loss: 0.0311754 | Time: 1877.98 ms [2021-05-03 21:31:54 main:581] : INFO : Epoch 1859 | loss: 0.0311501 | val_loss: 0.031174 | Time: 1877.62 ms [2021-05-03 21:31:56 main:581] : INFO : Epoch 1860 | loss: 0.0311512 | val_loss: 0.0311758 | Time: 1874.67 ms [2021-05-03 21:31:58 main:581] : INFO : Epoch 1861 | loss: 0.0311521 | val_loss: 0.0311753 | Time: 1880.92 ms [2021-05-03 21:32:00 main:581] : INFO : Epoch 1862 | loss: 0.0311497 | val_loss: 0.0311716 | Time: 1885.26 ms [2021-05-03 21:32:02 main:581] : INFO : Epoch 1863 | loss: 0.0311521 | val_loss: 0.0311757 | Time: 1878.05 ms [2021-05-03 21:32:04 main:581] : INFO : Epoch 1864 | loss: 0.0311517 | val_loss: 0.031172 | Time: 1875.3 ms [2021-05-03 21:32:05 main:581] : INFO : Epoch 1865 | loss: 0.0311515 | val_loss: 0.0311732 | Time: 1877.11 ms [2021-05-03 21:32:07 main:581] : INFO : Epoch 1866 | loss: 0.0311493 | val_loss: 0.0311728 | Time: 1877.71 ms [2021-05-03 21:32:09 main:581] : INFO : Epoch 1867 | loss: 0.0311482 | val_loss: 0.0311713 | Time: 1884.58 ms [2021-05-03 21:32:11 main:581] : INFO : Epoch 1868 | loss: 0.0311488 | val_loss: 0.0311741 | Time: 1800.88 ms [2021-05-03 21:32:13 main:581] : INFO : Epoch 1869 | loss: 0.03115 | val_loss: 0.0311719 | Time: 1884.35 ms [2021-05-03 21:32:15 main:581] : INFO : Epoch 1870 | loss: 0.0311494 | val_loss: 0.0311732 | Time: 1877.88 ms [2021-05-03 21:32:17 main:581] : INFO : Epoch 1871 | loss: 0.0311504 | val_loss: 0.031175 | Time: 1883.65 ms [2021-05-03 21:32:19 main:581] : INFO : Epoch 1872 | loss: 0.0311537 | val_loss: 0.0311767 | Time: 1880.45 ms [2021-05-03 21:32:20 main:581] : INFO : Epoch 1873 | loss: 0.0311538 | val_loss: 0.0311782 | Time: 1810.88 ms [2021-05-03 21:32:22 main:581] : INFO : Epoch 1874 | loss: 0.0311526 | val_loss: 0.0311754 | Time: 1868.24 ms [2021-05-03 21:32:24 main:581] : INFO : Epoch 1875 | loss: 0.0311491 | val_loss: 0.0311755 | Time: 1869.32 ms [2021-05-03 21:32:26 main:581] : INFO : Epoch 1876 | loss: 0.0311479 | val_loss: 0.0311741 | Time: 1878.14 ms [2021-05-03 21:32:28 main:581] : INFO : Epoch 1877 | loss: 0.0311502 | val_loss: 0.0311728 | Time: 1874.03 ms [2021-05-03 21:32:30 main:581] : INFO : Epoch 1878 | loss: 0.0311491 | val_loss: 0.0311768 | Time: 1876.3 ms [2021-05-03 21:32:32 main:581] : INFO : Epoch 1879 | loss: 0.0311501 | val_loss: 0.0311755 | Time: 1876.9 ms [2021-05-03 21:32:33 main:581] : INFO : Epoch 1880 | loss: 0.031152 | val_loss: 0.0311723 | Time: 1869.51 ms [2021-05-03 21:32:35 main:581] : INFO : Epoch 1881 | loss: 0.0311513 | val_loss: 0.0311809 | Time: 1872.87 ms [2021-05-03 21:32:37 main:581] : INFO : Epoch 1882 | loss: 0.0311496 | val_loss: 0.0311718 | Time: 1879.46 ms [2021-05-03 21:32:39 main:581] : INFO : Epoch 1883 | loss: 0.0311483 | val_loss: 0.0311705 | Time: 1871.31 ms [2021-05-03 21:32:41 main:581] : INFO : Epoch 1884 | loss: 0.0311471 | val_loss: 0.0311738 | Time: 1870.05 ms [2021-05-03 21:32:43 main:581] : INFO : Epoch 1885 | loss: 0.0311485 | val_loss: 0.0311823 | Time: 1870.38 ms [2021-05-03 21:32:45 main:581] : INFO : Epoch 1886 | loss: 0.0311469 | val_loss: 0.0311734 | Time: 1872.16 ms [2021-05-03 21:32:47 main:581] : INFO : Epoch 1887 | loss: 0.0311488 | val_loss: 0.0311769 | Time: 1876.1 ms [2021-05-03 21:32:48 main:581] : INFO : Epoch 1888 | loss: 0.0311472 | val_loss: 0.0311747 | Time: 1879.09 ms [2021-05-03 21:32:50 main:581] : INFO : Epoch 1889 | loss: 0.0311479 | val_loss: 0.0311765 | Time: 1871.35 ms [2021-05-03 21:32:52 main:581] : INFO : Epoch 1890 | loss: 0.0311485 | val_loss: 0.0311698 | Time: 1871.54 ms [2021-05-03 21:32:54 main:581] : INFO : Epoch 1891 | loss: 0.0311465 | val_loss: 0.0311709 | Time: 1878.94 ms [2021-05-03 21:32:56 main:581] : INFO : Epoch 1892 | loss: 0.0311453 | val_loss: 0.0311779 | Time: 1848.91 ms [2021-05-03 21:32:58 main:581] : INFO : Epoch 1893 | loss: 0.0311448 | val_loss: 0.0311783 | Time: 1844.86 ms [2021-05-03 21:33:00 main:581] : INFO : Epoch 1894 | loss: 0.0311484 | val_loss: 0.0311724 | Time: 1874.85 ms [2021-05-03 21:33:02 main:581] : INFO : Epoch 1895 | loss: 0.0311482 | val_loss: 0.0311724 | Time: 1877.75 ms [2021-05-03 21:33:03 main:581] : INFO : Epoch 1896 | loss: 0.0311495 | val_loss: 0.0311767 | Time: 1872.36 ms [2021-05-03 21:33:05 main:581] : INFO : Epoch 1897 | loss: 0.0311465 | val_loss: 0.0311765 | Time: 1867.39 ms [2021-05-03 21:33:07 main:581] : INFO : Epoch 1898 | loss: 0.0311447 | val_loss: 0.0311794 | Time: 1875.87 ms [2021-05-03 21:33:09 main:581] : INFO : Epoch 1899 | loss: 0.0311438 | val_loss: 0.0311737 | Time: 1881.87 ms [2021-05-03 21:33:11 main:581] : INFO : Epoch 1900 | loss: 0.0311439 | val_loss: 0.0311774 | Time: 1875 ms [2021-05-03 21:33:13 main:581] : INFO : Epoch 1901 | loss: 0.031146 | val_loss: 0.0311753 | Time: 1875.26 ms [2021-05-03 21:33:15 main:581] : INFO : Epoch 1902 | loss: 0.0311469 | val_loss: 0.0311757 | Time: 1879.42 ms [2021-05-03 21:33:17 main:581] : INFO : Epoch 1903 | loss: 0.0311475 | val_loss: 0.0311713 | Time: 1878.81 ms [2021-05-03 21:33:18 main:581] : INFO : Epoch 1904 | loss: 0.0311463 | val_loss: 0.0311747 | Time: 1870.28 ms [2021-05-03 21:33:20 main:581] : INFO : Epoch 1905 | loss: 0.0311454 | val_loss: 0.0311771 | Time: 1877 ms [2021-05-03 21:33:22 main:581] : INFO : Epoch 1906 | loss: 0.0311447 | val_loss: 0.0311725 | Time: 1869.77 ms [2021-05-03 21:33:24 main:581] : INFO : Epoch 1907 | loss: 0.0311447 | val_loss: 0.0311779 | Time: 1869.76 ms [2021-05-03 21:33:26 main:581] : INFO : Epoch 1908 | loss: 0.0311445 | val_loss: 0.0311747 | Time: 1875.94 ms [2021-05-03 21:33:28 main:581] : INFO : Epoch 1909 | loss: 0.0311444 | val_loss: 0.031178 | Time: 1872.93 ms [2021-05-03 21:33:30 main:581] : INFO : Epoch 1910 | loss: 0.0311441 | val_loss: 0.0311725 | Time: 1865.39 ms [2021-05-03 21:33:32 main:581] : INFO : Epoch 1911 | loss: 0.0311449 | val_loss: 0.0311761 | Time: 1872.25 ms [2021-05-03 21:33:33 main:581] : INFO : Epoch 1912 | loss: 0.0311446 | val_loss: 0.031177 | Time: 1875.44 ms [2021-05-03 21:33:35 main:581] : INFO : Epoch 1913 | loss: 0.0311549 | val_loss: 0.0311763 | Time: 1872.02 ms [2021-05-03 21:33:37 main:581] : INFO : Epoch 1914 | loss: 0.0311582 | val_loss: 0.0311777 | Time: 1869.79 ms [2021-05-03 21:33:39 main:581] : INFO : Epoch 1915 | loss: 0.0311595 | val_loss: 0.0311842 | Time: 1873.49 ms [2021-05-03 21:33:41 main:581] : INFO : Epoch 1916 | loss: 0.0311888 | val_loss: 0.0311902 | Time: 1866.71 ms [2021-05-03 21:33:43 main:581] : INFO : Epoch 1917 | loss: 0.0311872 | val_loss: 0.0311877 | Time: 1867.6 ms [2021-05-03 21:33:45 main:581] : INFO : Epoch 1918 | loss: 0.0311823 | val_loss: 0.0311816 | Time: 1872.66 ms [2021-05-03 21:33:46 main:581] : INFO : Epoch 1919 | loss: 0.0311773 | val_loss: 0.0311772 | Time: 1870.09 ms [2021-05-03 21:33:48 main:581] : INFO : Epoch 1920 | loss: 0.031174 | val_loss: 0.0311764 | Time: 1873 ms [2021-05-03 21:33:50 main:581] : INFO : Epoch 1921 | loss: 0.0311715 | val_loss: 0.0311767 | Time: 1868.57 ms [2021-05-03 21:33:52 main:581] : INFO : Epoch 1922 | loss: 0.0311705 | val_loss: 0.0311735 | Time: 1872.53 ms [2021-05-03 21:33:54 main:581] : INFO : Epoch 1923 | loss: 0.03117 | val_loss: 0.0311736 | Time: 1875.18 ms [2021-05-03 21:33:56 main:581] : INFO : Epoch 1924 | loss: 0.0311656 | val_loss: 0.0311731 | Time: 1866.9 ms [2021-05-03 21:33:58 main:581] : INFO : Epoch 1925 | loss: 0.0311645 | val_loss: 0.0311714 | Time: 1870.4 ms [2021-05-03 21:34:00 main:581] : INFO : Epoch 1926 | loss: 0.0311627 | val_loss: 0.0311725 | Time: 1871.79 ms [2021-05-03 21:34:01 main:581] : INFO : Epoch 1927 | loss: 0.0311616 | val_loss: 0.0311713 | Time: 1874.36 ms [2021-05-03 21:34:03 main:581] : INFO : Epoch 1928 | loss: 0.0311603 | val_loss: 0.0311739 | Time: 1866.87 ms [2021-05-03 21:34:05 main:581] : INFO : Epoch 1929 | loss: 0.0311666 | val_loss: 0.0311772 | Time: 1867.47 ms [2021-05-03 21:34:07 main:581] : INFO : Epoch 1930 | loss: 0.0311637 | val_loss: 0.0311742 | Time: 1866.06 ms [2021-05-03 21:34:09 main:581] : INFO : Epoch 1931 | loss: 0.0311614 | val_loss: 0.0311748 | Time: 1872.05 ms [2021-05-03 21:34:11 main:581] : INFO : Epoch 1932 | loss: 0.0311774 | val_loss: 0.0313231 | Time: 1780.31 ms [2021-05-03 21:34:13 main:581] : INFO : Epoch 1933 | loss: 0.0354842 | val_loss: 0.0382498 | Time: 1884.27 ms [2021-05-03 21:34:14 main:581] : INFO : Epoch 1934 | loss: 0.0446246 | val_loss: 0.0350594 | Time: 1874.73 ms [2021-05-03 21:34:16 main:581] : INFO : Epoch 1935 | loss: 0.0367147 | val_loss: 0.0325423 | Time: 1876.12 ms [2021-05-03 21:34:18 main:581] : INFO : Epoch 1936 | loss: 0.0320173 | val_loss: 0.0314013 | Time: 1874.49 ms [2021-05-03 21:34:20 main:581] : INFO : Epoch 1937 | loss: 0.0313669 | val_loss: 0.0313093 | Time: 1882.47 ms [2021-05-03 21:34:22 main:581] : INFO : Epoch 1938 | loss: 0.0312687 | val_loss: 0.0312484 | Time: 1884.87 ms [2021-05-03 21:34:24 main:581] : INFO : Epoch 1939 | loss: 0.031247 | val_loss: 0.0312423 | Time: 1874.92 ms [2021-05-03 21:34:26 main:581] : INFO : Epoch 1940 | loss: 0.0312396 | val_loss: 0.0312367 | Time: 1870.62 ms [2021-05-03 21:34:28 main:581] : INFO : Epoch 1941 | loss: 0.0312359 | val_loss: 0.0312331 | Time: 1878.22 ms [2021-05-03 21:34:30 main:581] : INFO : Epoch 1942 | loss: 0.031233 | val_loss: 0.0312298 | Time: 1882.98 ms [2021-05-03 21:34:31 main:581] : INFO : Epoch 1943 | loss: 0.0312304 | val_loss: 0.0312271 | Time: 1875.76 ms [2021-05-03 21:34:33 main:581] : INFO : Epoch 1944 | loss: 0.0312287 | val_loss: 0.0312254 | Time: 1883.96 ms [2021-05-03 21:34:35 main:581] : INFO : Epoch 1945 | loss: 0.0312265 | val_loss: 0.0312232 | Time: 1817.01 ms [2021-05-03 21:34:37 main:581] : INFO : Epoch 1946 | loss: 0.0312247 | val_loss: 0.0312214 | Time: 1868.44 ms [2021-05-03 21:34:39 main:581] : INFO : Epoch 1947 | loss: 0.0312231 | val_loss: 0.0312199 | Time: 1865.49 ms [2021-05-03 21:34:41 main:581] : INFO : Epoch 1948 | loss: 0.031222 | val_loss: 0.031219 | Time: 1868.94 ms [2021-05-03 21:34:43 main:581] : INFO : Epoch 1949 | loss: 0.0312206 | val_loss: 0.0312177 | Time: 1876.09 ms [2021-05-03 21:34:44 main:581] : INFO : Epoch 1950 | loss: 0.0312195 | val_loss: 0.0312169 | Time: 1832.1 ms [2021-05-03 21:34:46 main:581] : INFO : Epoch 1951 | loss: 0.0312187 | val_loss: 0.031216 | Time: 1866.48 ms [2021-05-03 21:34:48 main:581] : INFO : Epoch 1952 | loss: 0.031218 | val_loss: 0.0312156 | Time: 1857.47 ms [2021-05-03 21:34:50 main:581] : INFO : Epoch 1953 | loss: 0.0312174 | val_loss: 0.0312145 | Time: 1873.64 ms [2021-05-03 21:34:52 main:581] : INFO : Epoch 1954 | loss: 0.031217 | val_loss: 0.0312142 | Time: 1874.12 ms [2021-05-03 21:34:54 main:581] : INFO : Epoch 1955 | loss: 0.0312162 | val_loss: 0.0312136 | Time: 1871.35 ms [2021-05-03 21:34:56 main:581] : INFO : Epoch 1956 | loss: 0.0312158 | val_loss: 0.0312131 | Time: 1870.83 ms [2021-05-03 21:34:57 main:581] : INFO : Epoch 1957 | loss: 0.0312155 | val_loss: 0.031213 | Time: 1863.04 ms [2021-05-03 21:34:59 main:581] : INFO : Epoch 1958 | loss: 0.0312148 | val_loss: 0.031212 | Time: 1870.82 ms [2021-05-03 21:35:01 main:581] : INFO : Epoch 1959 | loss: 0.0312127 | val_loss: 0.0312094 | Time: 1878.3 ms [2021-05-03 21:35:03 main:581] : INFO : Epoch 1960 | loss: 0.0312113 | val_loss: 0.0312081 | Time: 1882.47 ms [2021-05-03 21:35:05 main:581] : INFO : Epoch 1961 | loss: 0.0312102 | val_loss: 0.0312088 | Time: 1882.57 ms [2021-05-03 21:35:07 main:581] : INFO : Epoch 1962 | loss: 0.0312092 | val_loss: 0.0312078 | Time: 1877.3 ms [2021-05-03 21:35:09 main:581] : INFO : Epoch 1963 | loss: 0.0312086 | val_loss: 0.0312057 | Time: 1878.28 ms [2021-05-03 21:35:11 main:581] : INFO : Epoch 1964 | loss: 0.031208 | val_loss: 0.0312062 | Time: 1874.38 ms [2021-05-03 21:35:13 main:581] : INFO : Epoch 1965 | loss: 0.0312079 | val_loss: 0.0312055 | Time: 1878.95 ms [2021-05-03 21:35:14 main:581] : INFO : Epoch 1966 | loss: 0.0312069 | val_loss: 0.0312045 | Time: 1882.01 ms [2021-05-03 21:35:16 main:581] : INFO : Epoch 1967 | loss: 0.0312065 | val_loss: 0.0312046 | Time: 1884.95 ms [2021-05-03 21:35:18 main:581] : INFO : Epoch 1968 | loss: 0.0312062 | val_loss: 0.0312044 | Time: 1869.68 ms [2021-05-03 21:35:20 main:581] : INFO : Epoch 1969 | loss: 0.031206 | val_loss: 0.0312033 | Time: 1868.98 ms [2021-05-03 21:35:22 main:581] : INFO : Epoch 1970 | loss: 0.0312055 | val_loss: 0.0312044 | Time: 1880.54 ms [2021-05-03 21:35:24 main:581] : INFO : Epoch 1971 | loss: 0.0312058 | val_loss: 0.0312032 | Time: 1871.54 ms [2021-05-03 21:35:26 main:581] : INFO : Epoch 1972 | loss: 0.0312048 | val_loss: 0.0312019 | Time: 1868.97 ms [2021-05-03 21:35:28 main:581] : INFO : Epoch 1973 | loss: 0.0312038 | val_loss: 0.0312009 | Time: 1873.57 ms [2021-05-03 21:35:29 main:581] : INFO : Epoch 1974 | loss: 0.031203 | val_loss: 0.0312004 | Time: 1879.28 ms [2021-05-03 21:35:31 main:581] : INFO : Epoch 1975 | loss: 0.0312025 | val_loss: 0.0312022 | Time: 1870.72 ms [2021-05-03 21:35:33 main:581] : INFO : Epoch 1976 | loss: 0.0312029 | val_loss: 0.0312003 | Time: 1868.06 ms [2021-05-03 21:35:35 main:581] : INFO : Epoch 1977 | loss: 0.0312022 | val_loss: 0.0312002 | Time: 1877.25 ms [2021-05-03 21:35:37 main:581] : INFO : Epoch 1978 | loss: 0.0312019 | val_loss: 0.0311992 | Time: 1882.75 ms [2021-05-03 21:35:39 main:581] : INFO : Epoch 1979 | loss: 0.0312018 | val_loss: 0.0311987 | Time: 1875.62 ms [2021-05-03 21:35:41 main:581] : INFO : Epoch 1980 | loss: 0.0312014 | val_loss: 0.0311997 | Time: 1874.67 ms [2021-05-03 21:35:43 main:581] : INFO : Epoch 1981 | loss: 0.0312011 | val_loss: 0.0312011 | Time: 1875.39 ms [2021-05-03 21:35:44 main:581] : INFO : Epoch 1982 | loss: 0.0312013 | val_loss: 0.0312014 | Time: 1883.36 ms [2021-05-03 21:35:46 main:581] : INFO : Epoch 1983 | loss: 0.0312016 | val_loss: 0.0312007 | Time: 1883.5 ms [2021-05-03 21:35:48 main:581] : INFO : Epoch 1984 | loss: 0.0312005 | val_loss: 0.0311979 | Time: 1885.7 ms [2021-05-03 21:35:50 main:581] : INFO : Epoch 1985 | loss: 0.0311998 | val_loss: 0.0311971 | Time: 1887.48 ms [2021-05-03 21:35:52 main:581] : INFO : Epoch 1986 | loss: 0.0311996 | val_loss: 0.0311974 | Time: 1877.59 ms [2021-05-03 21:35:54 main:581] : INFO : Epoch 1987 | loss: 0.0311998 | val_loss: 0.031199 | Time: 1876.2 ms [2021-05-03 21:35:56 main:581] : INFO : Epoch 1988 | loss: 0.0312005 | val_loss: 0.0311968 | Time: 1888.04 ms [2021-05-03 21:35:58 main:581] : INFO : Epoch 1989 | loss: 0.0311997 | val_loss: 0.0311969 | Time: 1875.76 ms [2021-05-03 21:35:59 main:581] : INFO : Epoch 1990 | loss: 0.0311994 | val_loss: 0.0311968 | Time: 1871.41 ms [2021-05-03 21:36:01 main:581] : INFO : Epoch 1991 | loss: 0.0311992 | val_loss: 0.0311972 | Time: 1882.32 ms [2021-05-03 21:36:03 main:581] : INFO : Epoch 1992 | loss: 0.0311997 | val_loss: 0.0311973 | Time: 1881.11 ms [2021-05-03 21:36:05 main:581] : INFO : Epoch 1993 | loss: 0.0312004 | val_loss: 0.0311961 | Time: 1874 ms [2021-05-03 21:36:07 main:581] : INFO : Epoch 1994 | loss: 0.0311987 | val_loss: 0.031196 | Time: 1873.77 ms [2021-05-03 21:36:09 main:581] : INFO : Epoch 1995 | loss: 0.0311985 | val_loss: 0.031196 | Time: 1871.68 ms [2021-05-03 21:36:11 main:581] : INFO : Epoch 1996 | loss: 0.0311983 | val_loss: 0.0311956 | Time: 1869.94 ms [2021-05-03 21:36:13 main:581] : INFO : Epoch 1997 | loss: 0.0311982 | val_loss: 0.0311954 | Time: 1869.31 ms [2021-05-03 21:36:14 main:581] : INFO : Epoch 1998 | loss: 0.0311984 | val_loss: 0.0311957 | Time: 1876.47 ms [2021-05-03 21:36:16 main:581] : INFO : Epoch 1999 | loss: 0.0311983 | val_loss: 0.0311959 | Time: 1870.48 ms [2021-05-03 21:36:18 main:581] : INFO : Epoch 2000 | loss: 0.0312 | val_loss: 0.0311988 | Time: 1863.63 ms [2021-05-03 21:36:20 main:581] : INFO : Epoch 2001 | loss: 0.0312003 | val_loss: 0.0311952 | Time: 1871.86 ms [2021-05-03 21:36:22 main:581] : INFO : Epoch 2002 | loss: 0.0311991 | val_loss: 0.0311967 | Time: 1877.86 ms [2021-05-03 21:36:24 main:581] : INFO : Epoch 2003 | loss: 0.0311986 | val_loss: 0.0311973 | Time: 1874.68 ms [2021-05-03 21:36:26 main:581] : INFO : Epoch 2004 | loss: 0.0311994 | val_loss: 0.0311963 | Time: 1875.11 ms [2021-05-03 21:36:28 main:581] : INFO : Epoch 2005 | loss: 0.0311981 | val_loss: 0.0311964 | Time: 1876.97 ms [2021-05-03 21:36:29 main:581] : INFO : Epoch 2006 | loss: 0.0311977 | val_loss: 0.0311945 | Time: 1873.33 ms [2021-05-03 21:36:31 main:581] : INFO : Epoch 2007 | loss: 0.0311983 | val_loss: 0.031195 | Time: 1877.63 ms [2021-05-03 21:36:33 main:581] : INFO : Epoch 2008 | loss: 0.0311982 | val_loss: 0.0311943 | Time: 1880.72 ms [2021-05-03 21:36:35 main:581] : INFO : Epoch 2009 | loss: 0.0311976 | val_loss: 0.0311944 | Time: 1875.58 ms [2021-05-03 21:36:37 main:581] : INFO : Epoch 2010 | loss: 0.0311973 | val_loss: 0.0311944 | Time: 1871.5 ms [2021-05-03 21:36:39 main:581] : INFO : Epoch 2011 | loss: 0.0311986 | val_loss: 0.031197 | Time: 1872.24 ms [2021-05-03 21:36:41 main:581] : INFO : Epoch 2012 | loss: 0.0311976 | val_loss: 0.0311955 | Time: 1878.42 ms [2021-05-03 21:36:43 main:581] : INFO : Epoch 2013 | loss: 0.0311987 | val_loss: 0.0311966 | Time: 1872.34 ms [2021-05-03 21:36:44 main:581] : INFO : Epoch 2014 | loss: 0.0312015 | val_loss: 0.0311985 | Time: 1870.96 ms [2021-05-03 21:36:46 main:581] : INFO : Epoch 2015 | loss: 0.0311984 | val_loss: 0.0311938 | Time: 1875.13 ms [2021-05-03 21:36:48 main:581] : INFO : Epoch 2016 | loss: 0.0311966 | val_loss: 0.0311936 | Time: 1880.65 ms [2021-05-03 21:36:50 main:581] : INFO : Epoch 2017 | loss: 0.0311965 | val_loss: 0.0311938 | Time: 1875.38 ms [2021-05-03 21:36:52 main:581] : INFO : Epoch 2018 | loss: 0.0311965 | val_loss: 0.0311938 | Time: 1874.31 ms [2021-05-03 21:36:54 main:581] : INFO : Epoch 2019 | loss: 0.0311967 | val_loss: 0.0311936 | Time: 1886.67 ms [2021-05-03 21:36:56 main:581] : INFO : Epoch 2020 | loss: 0.0311966 | val_loss: 0.0311934 | Time: 1873.92 ms [2021-05-03 21:36:58 main:581] : INFO : Epoch 2021 | loss: 0.0311969 | val_loss: 0.0311948 | Time: 1875.04 ms [2021-05-03 21:36:59 main:581] : INFO : Epoch 2022 | loss: 0.031197 | val_loss: 0.0311952 | Time: 1876.77 ms [2021-05-03 21:37:01 main:581] : INFO : Epoch 2023 | loss: 0.0311991 | val_loss: 0.0311995 | Time: 1880.24 ms [2021-05-03 21:37:03 main:581] : INFO : Epoch 2024 | loss: 0.0312001 | val_loss: 0.0311933 | Time: 1861.02 ms [2021-05-03 21:37:05 main:581] : INFO : Epoch 2025 | loss: 0.0311971 | val_loss: 0.0311958 | Time: 1875.22 ms [2021-05-03 21:37:07 main:581] : INFO : Epoch 2026 | loss: 0.0311969 | val_loss: 0.0311931 | Time: 1877.72 ms [2021-05-03 21:37:09 main:581] : INFO : Epoch 2027 | loss: 0.0311962 | val_loss: 0.0311932 | Time: 1870.65 ms [2021-05-03 21:37:11 main:581] : INFO : Epoch 2028 | loss: 0.031196 | val_loss: 0.0311933 | Time: 1870.52 ms [2021-05-03 21:37:13 main:581] : INFO : Epoch 2029 | loss: 0.0311964 | val_loss: 0.0311934 | Time: 1876.2 ms [2021-05-03 21:37:14 main:581] : INFO : Epoch 2030 | loss: 0.0311961 | val_loss: 0.0311929 | Time: 1869.02 ms [2021-05-03 21:37:16 main:581] : INFO : Epoch 2031 | loss: 0.0311958 | val_loss: 0.031193 | Time: 1868.13 ms [2021-05-03 21:37:18 main:581] : INFO : Epoch 2032 | loss: 0.0311961 | val_loss: 0.0311926 | Time: 1875.86 ms [2021-05-03 21:37:20 main:581] : INFO : Epoch 2033 | loss: 0.0311957 | val_loss: 0.0311964 | Time: 1874.21 ms [2021-05-03 21:37:22 main:581] : INFO : Epoch 2034 | loss: 0.0311975 | val_loss: 0.0311936 | Time: 1876.59 ms [2021-05-03 21:37:24 main:581] : INFO : Epoch 2035 | loss: 0.0311965 | val_loss: 0.0311931 | Time: 1880.9 ms [2021-05-03 21:37:26 main:581] : INFO : Epoch 2036 | loss: 0.0311959 | val_loss: 0.0311931 | Time: 1876.8 ms [2021-05-03 21:37:28 main:581] : INFO : Epoch 2037 | loss: 0.0311981 | val_loss: 0.0311929 | Time: 1874.5 ms [2021-05-03 21:37:29 main:581] : INFO : Epoch 2038 | loss: 0.0311965 | val_loss: 0.0311928 | Time: 1875.96 ms [2021-05-03 21:37:31 main:581] : INFO : Epoch 2039 | loss: 0.0311955 | val_loss: 0.0311925 | Time: 1882.38 ms [2021-05-03 21:37:33 main:581] : INFO : Epoch 2040 | loss: 0.0311953 | val_loss: 0.0311926 | Time: 1874.4 ms [2021-05-03 21:37:35 main:581] : INFO : Epoch 2041 | loss: 0.0311952 | val_loss: 0.0311923 | Time: 1873.69 ms [2021-05-03 21:37:37 main:581] : INFO : Epoch 2042 | loss: 0.0311949 | val_loss: 0.0311922 | Time: 1877.65 ms [2021-05-03 21:37:39 main:581] : INFO : Epoch 2043 | loss: 0.0311951 | val_loss: 0.0311921 | Time: 1881.76 ms [2021-05-03 21:37:41 main:581] : INFO : Epoch 2044 | loss: 0.0311954 | val_loss: 0.0311949 | Time: 1879.55 ms [2021-05-03 21:37:43 main:581] : INFO : Epoch 2045 | loss: 0.0311965 | val_loss: 0.0311919 | Time: 1875.54 ms [2021-05-03 21:37:44 main:581] : INFO : Epoch 2046 | loss: 0.0311955 | val_loss: 0.0311919 | Time: 1878.26 ms [2021-05-03 21:37:46 main:581] : INFO : Epoch 2047 | loss: 0.0311956 | val_loss: 0.0311931 | Time: 1882.08 ms [2021-05-03 21:37:48 main:581] : INFO : Epoch 2048 | loss: 0.0311948 | val_loss: 0.0311912 | Time: 1879.97 ms [2021-05-03 21:37:48 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311912 [2021-05-03 21:37:48 main:610] : INFO : Saving end state to config to file [2021-05-03 21:37:48 main:615] : INFO : Success, exiting.. 21:37:48 (2215049): 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)