Task 5104202
| Name | ParityModified-1619579300-24149-0_0 |
| Workunit | 3061978 |
| Created | 28 Apr 2021, 3:08:25 UTC |
| Sent | 3 May 2021, 23:15:18 UTC |
| Report deadline | 11 May 2021, 23:15:18 UTC |
| Received | 4 May 2021, 3:42:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 4 min 7 sec |
| CPU time | 1 hours 4 min 2 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 | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> [2021-05-03 22:26:03 main:581] : INFO : Epoch 1538 | loss: 0.0309916 | val_loss: 0.0312558 | Time: 1871.55 ms [2021-05-03 22:26:05 main:581] : INFO : Epoch 1539 | loss: 0.0310014 | val_loss: 0.0313065 | Time: 1868.11 ms [2021-05-03 22:26:06 main:581] : INFO : Epoch 1540 | loss: 0.0310134 | val_loss: 0.0312428 | Time: 1870.25 ms [2021-05-03 22:26:08 main:581] : INFO : Epoch 1541 | loss: 0.0310177 | val_loss: 0.0312789 | Time: 1878.7 ms [2021-05-03 22:26:10 main:581] : INFO : Epoch 1542 | loss: 0.0309916 | val_loss: 0.0312516 | Time: 1878.86 ms [2021-05-03 22:26:12 main:581] : INFO : Epoch 1543 | loss: 0.0309857 | val_loss: 0.0312724 | Time: 1877.24 ms [2021-05-03 22:26:14 main:581] : INFO : Epoch 1544 | loss: 0.0309861 | val_loss: 0.0312691 | Time: 1871.01 ms [2021-05-03 22:26:16 main:581] : INFO : Epoch 1545 | loss: 0.0309899 | val_loss: 0.031259 | Time: 1873.97 ms [2021-05-03 22:26:18 main:581] : INFO : Epoch 1546 | loss: 0.0309949 | val_loss: 0.0312772 | Time: 1883.32 ms [2021-05-03 22:26:20 main:581] : INFO : Epoch 1547 | loss: 0.0310029 | val_loss: 0.0312335 | Time: 1874.5 ms [2021-05-03 22:26:21 main:581] : INFO : Epoch 1548 | loss: 0.0309997 | val_loss: 0.0312636 | Time: 1872.3 ms [2021-05-03 22:26:23 main:581] : INFO : Epoch 1549 | loss: 0.0309946 | val_loss: 0.0312803 | Time: 1883.05 ms [2021-05-03 22:26:25 main:581] : INFO : Epoch 1550 | loss: 0.0309952 | val_loss: 0.0312814 | Time: 1873.02 ms [2021-05-03 22:26:27 main:581] : INFO : Epoch 1551 | loss: 0.0309845 | val_loss: 0.0312663 | Time: 1871.44 ms [2021-05-03 22:26:29 main:581] : INFO : Epoch 1552 | loss: 0.0309914 | val_loss: 0.0312508 | Time: 1877.24 ms [2021-05-03 22:26:31 main:581] : INFO : Epoch 1553 | loss: 0.0309937 | val_loss: 0.0312781 | Time: 1880.33 ms [2021-05-03 22:26:33 main:581] : INFO : Epoch 1554 | loss: 0.0309932 | val_loss: 0.0312547 | Time: 1874.73 ms [2021-05-03 22:26:35 main:581] : INFO : Epoch 1555 | loss: 0.0309929 | val_loss: 0.0312504 | Time: 1871.5 ms [2021-05-03 22:26:36 main:581] : INFO : Epoch 1556 | loss: 0.0310027 | val_loss: 0.0312681 | Time: 1879.37 ms [2021-05-03 22:26:38 main:581] : INFO : Epoch 1557 | loss: 0.0309991 | val_loss: 0.0312631 | Time: 1877.46 ms [2021-05-03 22:26:40 main:581] : INFO : Epoch 1558 | loss: 0.0310014 | val_loss: 0.0312784 | Time: 1872.56 ms [2021-05-03 22:26:42 main:581] : INFO : Epoch 1559 | loss: 0.030993 | val_loss: 0.0312483 | Time: 1877.56 ms [2021-05-03 22:26:44 main:581] : INFO : Epoch 1560 | loss: 0.0310032 | val_loss: 0.0312751 | Time: 1880.75 ms [2021-05-03 22:26:46 main:581] : INFO : Epoch 1561 | loss: 0.0309961 | val_loss: 0.031229 | Time: 1873 ms [2021-05-03 22:26:48 main:581] : INFO : Epoch 1562 | loss: 0.031013 | val_loss: 0.0312576 | Time: 1875.96 ms [2021-05-03 22:26:50 main:581] : INFO : Epoch 1563 | loss: 0.0309982 | val_loss: 0.0312629 | Time: 1853.52 ms [2021-05-03 22:26:51 main:581] : INFO : Epoch 1564 | loss: 0.0309851 | val_loss: 0.0312821 | Time: 1882.92 ms [2021-05-03 22:26:53 main:581] : INFO : Epoch 1565 | loss: 0.0309832 | val_loss: 0.0312586 | Time: 1875.68 ms [2021-05-03 22:26:55 main:581] : INFO : Epoch 1566 | loss: 0.0309959 | val_loss: 0.0312833 | Time: 1874.31 ms [2021-05-03 22:26:57 main:581] : INFO : Epoch 1567 | loss: 0.0309851 | val_loss: 0.0312658 | Time: 1876.77 ms [2021-05-03 22:26:59 main:581] : INFO : Epoch 1568 | loss: 0.0309946 | val_loss: 0.0313051 | Time: 1881.59 ms [2021-05-03 22:27:01 main:581] : INFO : Epoch 1569 | loss: 0.0309941 | val_loss: 0.0312375 | Time: 1877.45 ms [2021-05-03 22:27:03 main:581] : INFO : Epoch 1570 | loss: 0.0310005 | val_loss: 0.0312822 | Time: 1872.85 ms [2021-05-03 22:27:05 main:581] : INFO : Epoch 1571 | loss: 0.0309964 | val_loss: 0.0312512 | Time: 1874.92 ms [2021-05-03 22:27:06 main:581] : INFO : Epoch 1572 | loss: 0.0309873 | val_loss: 0.0312697 | Time: 1883.68 ms [2021-05-03 22:27:08 main:581] : INFO : Epoch 1573 | loss: 0.0309908 | val_loss: 0.031252 | Time: 1876.03 ms [2021-05-03 22:27:10 main:581] : INFO : Epoch 1574 | loss: 0.0309896 | val_loss: 0.0312853 | Time: 1874.64 ms [2021-05-03 22:27:12 main:581] : INFO : Epoch 1575 | loss: 0.0309894 | val_loss: 0.0312501 | Time: 1870.02 ms [2021-05-03 22:27:14 main:581] : INFO : Epoch 1576 | loss: 0.0309939 | val_loss: 0.031259 | Time: 1871.52 ms [2021-05-03 22:27:16 main:581] : INFO : Epoch 1577 | loss: 0.0310023 | val_loss: 0.031284 | Time: 1874.57 ms [2021-05-03 22:27:18 main:581] : INFO : Epoch 1578 | loss: 0.0309942 | val_loss: 0.031244 | Time: 1876.4 ms [2021-05-03 22:27:20 main:581] : INFO : Epoch 1579 | loss: 0.0309911 | val_loss: 0.0312578 | Time: 1872.9 ms [2021-05-03 22:27:21 main:581] : INFO : Epoch 1580 | loss: 0.0309918 | val_loss: 0.0312688 | Time: 1880.17 ms [2021-05-03 22:27:23 main:581] : INFO : Epoch 1581 | loss: 0.0309927 | val_loss: 0.0312663 | Time: 1874.48 ms [2021-05-03 22:27:25 main:581] : INFO : Epoch 1582 | loss: 0.0309937 | val_loss: 0.0312779 | Time: 1870.64 ms [2021-05-03 22:27:27 main:581] : INFO : Epoch 1583 | loss: 0.0309957 | val_loss: 0.0312568 | Time: 1874.18 ms [2021-05-03 22:27:29 main:581] : INFO : Epoch 1584 | loss: 0.0309948 | val_loss: 0.0312829 | Time: 1879.18 ms [2021-05-03 22:27:31 main:581] : INFO : Epoch 1585 | loss: 0.0310222 | val_loss: 0.0312617 | Time: 1874.47 ms [2021-05-03 22:27:33 main:581] : INFO : Epoch 1586 | loss: 0.0310129 | val_loss: 0.0312433 | Time: 1879.74 ms [2021-05-03 22:27:35 main:581] : INFO : Epoch 1587 | loss: 0.0310136 | val_loss: 0.031249 | Time: 1874.87 ms [2021-05-03 22:27:36 main:581] : INFO : Epoch 1588 | loss: 0.0310009 | val_loss: 0.0312896 | Time: 1868.5 ms [2021-05-03 22:27:38 main:581] : INFO : Epoch 1589 | loss: 0.0309983 | val_loss: 0.0312425 | Time: 1866.34 ms [2021-05-03 22:27:40 main:581] : INFO : Epoch 1590 | loss: 0.0310061 | val_loss: 0.0312423 | Time: 1871.3 ms [2021-05-03 22:27:42 main:581] : INFO : Epoch 1591 | loss: 0.0310066 | val_loss: 0.0312458 | Time: 1875.77 ms [2021-05-03 22:27:44 main:581] : INFO : Epoch 1592 | loss: 0.0309985 | val_loss: 0.0312762 | Time: 1879.39 ms [2021-05-03 22:27:46 main:581] : INFO : Epoch 1593 | loss: 0.0309903 | val_loss: 0.0312377 | Time: 1870.02 ms [2021-05-03 22:27:48 main:581] : INFO : Epoch 1594 | loss: 0.0310079 | val_loss: 0.0312596 | Time: 1870.74 ms [2021-05-03 22:27:50 main:581] : INFO : Epoch 1595 | loss: 0.0309971 | val_loss: 0.0312799 | Time: 1858.87 ms [2021-05-03 22:27:51 main:581] : INFO : Epoch 1596 | loss: 0.0309829 | val_loss: 0.0312637 | Time: 1883.77 ms [2021-05-03 22:27:53 main:581] : INFO : Epoch 1597 | loss: 0.0309922 | val_loss: 0.0312745 | Time: 1871.76 ms [2021-05-03 22:27:55 main:581] : INFO : Epoch 1598 | loss: 0.0310003 | val_loss: 0.0312486 | Time: 1868.37 ms [2021-05-03 22:27:57 main:581] : INFO : Epoch 1599 | loss: 0.0309955 | val_loss: 0.0312546 | Time: 1869.87 ms [2021-05-03 22:27:59 main:581] : INFO : Epoch 1600 | loss: 0.030994 | val_loss: 0.0312502 | Time: 1878.02 ms [2021-05-03 22:28:01 main:581] : INFO : Epoch 1601 | loss: 0.0309942 | val_loss: 0.0312701 | Time: 1873.9 ms [2021-05-03 22:28:03 main:581] : INFO : Epoch 1602 | loss: 0.0309865 | val_loss: 0.0312708 | Time: 1869.94 ms [2021-05-03 22:28:05 main:581] : INFO : Epoch 1603 | loss: 0.0309864 | val_loss: 0.0312739 | Time: 1874.71 ms [2021-05-03 22:28:06 main:581] : INFO : Epoch 1604 | loss: 0.031011 | val_loss: 0.0312431 | Time: 1879.18 ms [2021-05-03 22:28:08 main:581] : INFO : Epoch 1605 | loss: 0.0310013 | val_loss: 0.0312416 | Time: 1873.02 ms [2021-05-03 22:28:10 main:581] : INFO : Epoch 1606 | loss: 0.0309969 | val_loss: 0.0312953 | Time: 1857.25 ms [2021-05-03 22:28:12 main:581] : INFO : Epoch 1607 | loss: 0.0309917 | val_loss: 0.0312536 | Time: 1866.16 ms [2021-05-03 22:28:14 main:581] : INFO : Epoch 1608 | loss: 0.0309906 | val_loss: 0.0312601 | Time: 1874.74 ms [2021-05-03 22:28:16 main:581] : INFO : Epoch 1609 | loss: 0.0309883 | val_loss: 0.0312635 | Time: 1882.79 ms [2021-05-03 22:28:18 main:581] : INFO : Epoch 1610 | loss: 0.0309868 | val_loss: 0.0312409 | Time: 1874.86 ms [2021-05-03 22:28:19 main:581] : INFO : Epoch 1611 | loss: 0.030996 | val_loss: 0.031271 | Time: 1877.73 ms [2021-05-03 22:28:21 main:581] : INFO : Epoch 1612 | loss: 0.0309929 | val_loss: 0.0312711 | Time: 1881.61 ms [2021-05-03 22:28:23 main:581] : INFO : Epoch 1613 | loss: 0.0309875 | val_loss: 0.0312534 | Time: 1884.02 ms [2021-05-03 22:28:25 main:581] : INFO : Epoch 1614 | loss: 0.0310018 | val_loss: 0.0312539 | Time: 1876.69 ms [2021-05-03 22:28:27 main:581] : INFO : Epoch 1615 | loss: 0.0309981 | val_loss: 0.0312873 | Time: 1874.45 ms [2021-05-03 22:28:29 main:581] : INFO : Epoch 1616 | loss: 0.0309909 | val_loss: 0.0312743 | Time: 1879.61 ms [2021-05-03 22:28:31 main:581] : INFO : Epoch 1617 | loss: 0.0309991 | val_loss: 0.0312488 | Time: 1875.95 ms [2021-05-03 22:28:33 main:581] : INFO : Epoch 1618 | loss: 0.0309958 | val_loss: 0.031253 | Time: 1872.43 ms [2021-05-03 22:28:35 main:581] : INFO : Epoch 1619 | loss: 0.0310061 | val_loss: 0.0312799 | Time: 1875.16 ms [2021-05-03 22:28:36 main:581] : INFO : Epoch 1620 | loss: 0.0309929 | val_loss: 0.0312572 | Time: 1879.18 ms [2021-05-03 22:28:38 main:581] : INFO : Epoch 1621 | loss: 0.030986 | val_loss: 0.0312599 | Time: 1875.26 ms [2021-05-03 22:28:40 main:581] : INFO : Epoch 1622 | loss: 0.030988 | val_loss: 0.0312983 | Time: 1876.99 ms [2021-05-03 22:28:42 main:581] : INFO : Epoch 1623 | loss: 0.0309877 | val_loss: 0.031276 | Time: 1881.44 ms [2021-05-03 22:28:44 main:581] : INFO : Epoch 1624 | loss: 0.0309836 | val_loss: 0.0312557 | Time: 1872.69 ms [2021-05-03 22:28:46 main:581] : INFO : Epoch 1625 | loss: 0.0309998 | val_loss: 0.0312697 | Time: 1868.77 ms [2021-05-03 22:28:48 main:581] : INFO : Epoch 1626 | loss: 0.0310115 | val_loss: 0.0312446 | Time: 1880.98 ms [2021-05-03 22:28:50 main:581] : INFO : Epoch 1627 | loss: 0.0310056 | val_loss: 0.0312359 | Time: 1878.39 ms [2021-05-03 22:28:51 main:581] : INFO : Epoch 1628 | loss: 0.0310015 | val_loss: 0.0312919 | Time: 1876.45 ms [2021-05-03 22:28:53 main:581] : INFO : Epoch 1629 | loss: 0.0309938 | val_loss: 0.0312549 | Time: 1876.45 ms [2021-05-03 22:28:55 main:581] : INFO : Epoch 1630 | loss: 0.0309962 | val_loss: 0.0312796 | Time: 1878.79 ms [2021-05-03 22:28:57 main:581] : INFO : Epoch 1631 | loss: 0.0309931 | val_loss: 0.0312808 | Time: 1886.05 ms [2021-05-03 22:28:59 main:581] : INFO : Epoch 1632 | loss: 0.0309901 | val_loss: 0.0312756 | Time: 1883.26 ms [2021-05-03 22:29:01 main:581] : INFO : Epoch 1633 | loss: 0.0309927 | val_loss: 0.0312662 | Time: 1879.07 ms [2021-05-03 22:29:03 main:581] : INFO : Epoch 1634 | loss: 0.0309872 | val_loss: 0.0312614 | Time: 1884.14 ms [2021-05-03 22:29:05 main:581] : INFO : Epoch 1635 | loss: 0.0309865 | val_loss: 0.0312747 | Time: 1875.04 ms [2021-05-03 22:29:06 main:581] : INFO : Epoch 1636 | loss: 0.0309957 | val_loss: 0.0312544 | Time: 1875.72 ms [2021-05-03 22:29:08 main:581] : INFO : Epoch 1637 | loss: 0.030997 | val_loss: 0.031261 | Time: 1884.33 ms [2021-05-03 22:29:10 main:581] : INFO : Epoch 1638 | loss: 0.0309959 | val_loss: 0.0312584 | Time: 1874.45 ms [2021-05-03 22:29:12 main:581] : INFO : Epoch 1639 | loss: 0.0309903 | val_loss: 0.0312676 | Time: 1879.85 ms [2021-05-03 22:29:14 main:581] : INFO : Epoch 1640 | loss: 0.0309904 | val_loss: 0.0312695 | Time: 1876.91 ms [2021-05-03 22:29:16 main:581] : INFO : Epoch 1641 | loss: 0.0309895 | val_loss: 0.0312788 | Time: 1873.29 ms [2021-05-03 22:29:18 main:581] : INFO : Epoch 1642 | loss: 0.0309924 | val_loss: 0.0312678 | Time: 1876.78 ms [2021-05-03 22:29:20 main:581] : INFO : Epoch 1643 | loss: 0.0309958 | val_loss: 0.0312662 | Time: 1881.35 ms [2021-05-03 22:29:21 main:581] : INFO : Epoch 1644 | loss: 0.0309873 | val_loss: 0.0312604 | Time: 1874.41 ms [2021-05-03 22:29:23 main:581] : INFO : Epoch 1645 | loss: 0.0309851 | val_loss: 0.0312791 | Time: 1869.33 ms [2021-05-03 22:29:25 main:581] : INFO : Epoch 1646 | loss: 0.0309878 | val_loss: 0.0312458 | Time: 1871.85 ms [2021-05-03 22:29:27 main:581] : INFO : Epoch 1647 | loss: 0.0309904 | val_loss: 0.0312661 | Time: 1878.11 ms [2021-05-03 22:29:29 main:581] : INFO : Epoch 1648 | loss: 0.0310323 | val_loss: 0.0312378 | Time: 1882.52 ms [2021-05-03 22:29:31 main:581] : INFO : Epoch 1649 | loss: 0.031041 | val_loss: 0.0312661 | Time: 1874.55 ms [2021-05-03 22:29:33 main:581] : INFO : Epoch 1650 | loss: 0.0310232 | val_loss: 0.0312501 | Time: 1875.6 ms [2021-05-03 22:29:35 main:581] : INFO : Epoch 1651 | loss: 0.0310039 | val_loss: 0.0312536 | Time: 1884.24 ms [2021-05-03 22:29:36 main:581] : INFO : Epoch 1652 | loss: 0.0309926 | val_loss: 0.0312776 | Time: 1876.37 ms [2021-05-03 22:29:38 main:581] : INFO : Epoch 1653 | loss: 0.0309866 | val_loss: 0.0312457 | Time: 1874.12 ms [2021-05-03 22:29:40 main:581] : INFO : Epoch 1654 | loss: 0.0309941 | val_loss: 0.0312743 | Time: 1883.6 ms [2021-05-03 22:29:42 main:581] : INFO : Epoch 1655 | loss: 0.0309928 | val_loss: 0.0312788 | Time: 1870.37 ms [2021-05-03 22:29:44 main:581] : INFO : Epoch 1656 | loss: 0.0309896 | val_loss: 0.0312724 | Time: 1877.79 ms [2021-05-03 22:29:46 main:581] : INFO : Epoch 1657 | loss: 0.0309881 | val_loss: 0.0312461 | Time: 1876.53 ms [2021-05-03 22:29:48 main:581] : INFO : Epoch 1658 | loss: 0.0309884 | val_loss: 0.0312772 | Time: 1877.31 ms [2021-05-03 22:29:50 main:581] : INFO : Epoch 1659 | loss: 0.0309837 | val_loss: 0.0312626 | Time: 1878.6 ms [2021-05-03 22:29:51 main:581] : INFO : Epoch 1660 | loss: 0.0309921 | val_loss: 0.0312589 | Time: 1872.72 ms [2021-05-03 22:29:53 main:581] : INFO : Epoch 1661 | loss: 0.030996 | val_loss: 0.0312835 | Time: 1876.29 ms [2021-05-03 22:29:55 main:581] : INFO : Epoch 1662 | loss: 0.030999 | val_loss: 0.031233 | Time: 1882.13 ms [2021-05-03 22:29:57 main:581] : INFO : Epoch 1663 | loss: 0.0310025 | val_loss: 0.0312588 | Time: 1876.1 ms [2021-05-03 22:29:59 main:581] : INFO : Epoch 1664 | loss: 0.0309934 | val_loss: 0.0312636 | Time: 1883.85 ms [2021-05-03 22:30:01 main:581] : INFO : Epoch 1665 | loss: 0.0309947 | val_loss: 0.031285 | Time: 1874.23 ms [2021-05-03 22:30:03 main:581] : INFO : Epoch 1666 | loss: 0.0309963 | val_loss: 0.0312545 | Time: 1871 ms [2021-05-03 22:30:05 main:581] : INFO : Epoch 1667 | loss: 0.0309904 | val_loss: 0.0312691 | Time: 1878.19 ms [2021-05-03 22:30:07 main:581] : INFO : Epoch 1668 | loss: 0.030989 | val_loss: 0.031273 | Time: 1876.06 ms [2021-05-03 22:30:08 main:581] : INFO : Epoch 1669 | loss: 0.0310001 | val_loss: 0.0312588 | Time: 1872.81 ms [2021-05-03 22:30:10 main:581] : INFO : Epoch 1670 | loss: 0.0309919 | val_loss: 0.0312663 | Time: 1871.85 ms [2021-05-03 22:30:12 main:581] : INFO : Epoch 1671 | loss: 0.0309911 | val_loss: 0.0312675 | Time: 1880.57 ms [2021-05-03 22:30:14 main:581] : INFO : Epoch 1672 | loss: 0.0309948 | val_loss: 0.0312409 | Time: 1878.79 ms [2021-05-03 22:30:16 main:581] : INFO : Epoch 1673 | loss: 0.030993 | val_loss: 0.031275 | Time: 1875.96 ms [2021-05-03 22:30:18 main:581] : INFO : Epoch 1674 | loss: 0.0310001 | val_loss: 0.0312559 | Time: 1881.92 ms [2021-05-03 22:30:20 main:581] : INFO : Epoch 1675 | loss: 0.0310016 | val_loss: 0.0312688 | Time: 1890.58 ms [2021-05-03 22:30:22 main:581] : INFO : Epoch 1676 | loss: 0.0309923 | val_loss: 0.0312589 | Time: 1878.61 ms [2021-05-03 22:30:23 main:581] : INFO : Epoch 1677 | loss: 0.0309866 | val_loss: 0.0312904 | Time: 1868.92 ms [2021-05-03 22:30:25 main:581] : INFO : Epoch 1678 | loss: 0.0309923 | val_loss: 0.0312551 | Time: 1881.93 ms [2021-05-03 22:30:27 main:581] : INFO : Epoch 1679 | loss: 0.0309895 | val_loss: 0.0312712 | Time: 1873.25 ms [2021-05-03 22:30:29 main:581] : INFO : Epoch 1680 | loss: 0.0309912 | val_loss: 0.0312737 | Time: 1873 ms [2021-05-03 22:30:31 main:581] : INFO : Epoch 1681 | loss: 0.0309921 | val_loss: 0.031268 | Time: 1875.83 ms [2021-05-03 22:30:33 main:581] : INFO : Epoch 1682 | loss: 0.030986 | val_loss: 0.0312476 | Time: 1882.73 ms [2021-05-03 22:30:35 main:581] : INFO : Epoch 1683 | loss: 0.0310018 | val_loss: 0.0312595 | Time: 1876.69 ms [2021-05-03 22:30:37 main:581] : INFO : Epoch 1684 | loss: 0.0310002 | val_loss: 0.0312797 | Time: 1875.37 ms [2021-05-03 22:30:38 main:581] : INFO : Epoch 1685 | loss: 0.0310259 | val_loss: 0.0312519 | Time: 1883.71 ms [2021-05-03 22:30:40 main:581] : INFO : Epoch 1686 | loss: 0.0310087 | val_loss: 0.0312627 | Time: 1875.33 ms [2021-05-03 22:30:42 main:581] : INFO : Epoch 1687 | loss: 0.0309918 | val_loss: 0.0312612 | Time: 1876.35 ms [2021-05-03 22:30:44 main:581] : INFO : Epoch 1688 | loss: 0.0309883 | val_loss: 0.031253 | Time: 1880.7 ms [2021-05-03 22:30:46 main:581] : INFO : Epoch 1689 | loss: 0.031 | val_loss: 0.0312367 | Time: 1873.45 ms [2021-05-03 22:30:48 main:581] : INFO : Epoch 1690 | loss: 0.0309964 | val_loss: 0.0312774 | Time: 1874.17 ms [2021-05-03 22:30:50 main:581] : INFO : Epoch 1691 | loss: 0.0310006 | val_loss: 0.0312514 | Time: 1869.24 ms [2021-05-03 22:30:52 main:581] : INFO : Epoch 1692 | loss: 0.0310103 | val_loss: 0.0312549 | Time: 1868.09 ms [2021-05-03 22:30:53 main:581] : INFO : Epoch 1693 | loss: 0.0309933 | val_loss: 0.0312758 | Time: 1863.53 ms [2021-05-03 22:30:55 main:581] : INFO : Epoch 1694 | loss: 0.0310001 | val_loss: 0.0312649 | Time: 1875.34 ms [2021-05-03 22:30:57 main:581] : INFO : Epoch 1695 | loss: 0.031 | val_loss: 0.0312744 | Time: 1876.18 ms [2021-05-03 22:30:59 main:581] : INFO : Epoch 1696 | loss: 0.0309943 | val_loss: 0.0312724 | Time: 1877.02 ms [2021-05-03 22:31:01 main:581] : INFO : Epoch 1697 | loss: 0.0309877 | val_loss: 0.0312545 | Time: 1878.53 ms [2021-05-03 22:31:03 main:581] : INFO : Epoch 1698 | loss: 0.0309843 | val_loss: 0.0312733 | Time: 1872.18 ms [2021-05-03 22:31:05 main:581] : INFO : Epoch 1699 | loss: 0.0309873 | val_loss: 0.0312672 | Time: 1869.28 ms [2021-05-03 22:31:07 main:581] : INFO : Epoch 1700 | loss: 0.0309882 | val_loss: 0.0312778 | Time: 1869.56 ms [2021-05-03 22:31:08 main:581] : INFO : Epoch 1701 | loss: 0.0309902 | val_loss: 0.0312558 | Time: 1870.6 ms [2021-05-03 22:31:10 main:581] : INFO : Epoch 1702 | loss: 0.0309972 | val_loss: 0.0312774 | Time: 1871.86 ms [2021-05-03 22:31:12 main:581] : INFO : Epoch 1703 | loss: 0.0309924 | val_loss: 0.0312891 | Time: 1882.37 ms [2021-05-03 22:31:14 main:581] : INFO : Epoch 1704 | loss: 0.0309824 | val_loss: 0.0312816 | Time: 1871.89 ms [2021-05-03 22:31:16 main:581] : INFO : Epoch 1705 | loss: 0.030981 | val_loss: 0.0312921 | Time: 1875.75 ms [2021-05-03 22:31:18 main:581] : INFO : Epoch 1706 | loss: 0.0309813 | val_loss: 0.0312569 | Time: 1877.42 ms [2021-05-03 22:31:20 main:581] : INFO : Epoch 1707 | loss: 0.0309808 | val_loss: 0.0312411 | Time: 1871.74 ms [2021-05-03 22:31:22 main:581] : INFO : Epoch 1708 | loss: 0.0309893 | val_loss: 0.0312779 | Time: 1868.5 ms [2021-05-03 22:31:23 main:581] : INFO : Epoch 1709 | loss: 0.0309886 | val_loss: 0.0312421 | Time: 1871.9 ms [2021-05-03 22:31:25 main:581] : INFO : Epoch 1710 | loss: 0.0309969 | val_loss: 0.0312487 | Time: 1871.67 ms [2021-05-03 22:31:27 main:581] : INFO : Epoch 1711 | loss: 0.0309918 | val_loss: 0.0312471 | Time: 1868.7 ms [2021-05-03 22:31:29 main:581] : INFO : Epoch 1712 | loss: 0.030988 | val_loss: 0.0312731 | Time: 1872.06 ms [2021-05-03 22:31:31 main:581] : INFO : Epoch 1713 | loss: 0.0309896 | val_loss: 0.0312649 | Time: 1874.84 ms [2021-05-03 22:31:33 main:581] : INFO : Epoch 1714 | loss: 0.0309868 | val_loss: 0.0312759 | Time: 1870.99 ms [2021-05-03 22:31:35 main:581] : INFO : Epoch 1715 | loss: 0.0309789 | val_loss: 0.0312642 | Time: 1870.94 ms [2021-05-03 22:31:37 main:581] : INFO : Epoch 1716 | loss: 0.0309977 | val_loss: 0.031247 | Time: 1873.41 ms [2021-05-03 22:31:38 main:581] : INFO : Epoch 1717 | loss: 0.0310023 | val_loss: 0.0312403 | Time: 1880.96 ms [2021-05-03 22:31:40 main:581] : INFO : Epoch 1718 | loss: 0.0309958 | val_loss: 0.0312756 | Time: 1872.39 ms [2021-05-03 22:31:42 main:581] : INFO : Epoch 1719 | loss: 0.0309967 | val_loss: 0.0312663 | Time: 1869.79 ms [2021-05-03 22:31:44 main:581] : INFO : Epoch 1720 | loss: 0.0309943 | val_loss: 0.0312612 | Time: 1872.32 ms [2021-05-03 22:31:46 main:581] : INFO : Epoch 1721 | loss: 0.030989 | val_loss: 0.0312658 | Time: 1880.58 ms [2021-05-03 22:31:48 main:581] : INFO : Epoch 1722 | loss: 0.030989 | val_loss: 0.0312483 | Time: 1874.04 ms [2021-05-03 22:31:50 main:581] : INFO : Epoch 1723 | loss: 0.0309844 | val_loss: 0.0312869 | Time: 1872 ms [2021-05-03 22:31:52 main:581] : INFO : Epoch 1724 | loss: 0.0309875 | val_loss: 0.031261 | Time: 1876.06 ms [2021-05-03 22:31:53 main:581] : INFO : Epoch 1725 | loss: 0.0309888 | val_loss: 0.0312784 | Time: 1870.29 ms [2021-05-03 22:31:55 main:581] : INFO : Epoch 1726 | loss: 0.030994 | val_loss: 0.0312696 | Time: 1870.5 ms [2021-05-03 22:31:57 main:581] : INFO : Epoch 1727 | loss: 0.0309894 | val_loss: 0.0312678 | Time: 1871.73 ms [2021-05-03 22:31:59 main:581] : INFO : Epoch 1728 | loss: 0.0309874 | val_loss: 0.0312879 | Time: 1879.52 ms [2021-05-03 22:32:01 main:581] : INFO : Epoch 1729 | loss: 0.0309945 | val_loss: 0.0312582 | Time: 1873.26 ms [2021-05-03 22:32:03 main:581] : INFO : Epoch 1730 | loss: 0.030989 | val_loss: 0.0312756 | Time: 1870.65 ms [2021-05-03 22:32:05 main:581] : INFO : Epoch 1731 | loss: 0.030995 | val_loss: 0.031264 | Time: 1878.9 ms [2021-05-03 22:32:06 main:581] : INFO : Epoch 1732 | loss: 0.0309842 | val_loss: 0.0312716 | Time: 1873.74 ms [2021-05-03 22:32:08 main:581] : INFO : Epoch 1733 | loss: 0.030986 | val_loss: 0.0312491 | Time: 1872.37 ms [2021-05-03 22:32:10 main:581] : INFO : Epoch 1734 | loss: 0.0309933 | val_loss: 0.0312939 | Time: 1878.85 ms [2021-05-03 22:32:12 main:581] : INFO : Epoch 1735 | loss: 0.0309906 | val_loss: 0.0312725 | Time: 1871.09 ms [2021-05-03 22:32:14 main:581] : INFO : Epoch 1736 | loss: 0.0309841 | val_loss: 0.0312694 | Time: 1877.63 ms [2021-05-03 22:32:16 main:581] : INFO : Epoch 1737 | loss: 0.0309888 | val_loss: 0.031255 | Time: 1867.52 ms [2021-05-03 22:32:18 main:581] : INFO : Epoch 1738 | loss: 0.0309891 | val_loss: 0.0312819 | Time: 1872.8 ms [2021-05-03 22:32:20 main:581] : INFO : Epoch 1739 | loss: 0.0309839 | val_loss: 0.0312628 | Time: 1874.05 ms [2021-05-03 22:32:21 main:581] : INFO : Epoch 1740 | loss: 0.0309979 | val_loss: 0.0312394 | Time: 1880.76 ms [2021-05-03 22:32:23 main:581] : INFO : Epoch 1741 | loss: 0.0309917 | val_loss: 0.0312787 | Time: 1872.73 ms [2021-05-03 22:32:25 main:581] : INFO : Epoch 1742 | loss: 0.0309962 | val_loss: 0.0312391 | Time: 1876.5 ms [2021-05-03 22:32:27 main:581] : INFO : Epoch 1743 | loss: 0.0310004 | val_loss: 0.0312768 | Time: 1877.08 ms [2021-05-03 22:32:29 main:581] : INFO : Epoch 1744 | loss: 0.0310016 | val_loss: 0.0312418 | Time: 1871.98 ms [2021-05-03 22:32:31 main:581] : INFO : Epoch 1745 | loss: 0.0310048 | val_loss: 0.0312259 | Time: 1868.66 ms [2021-05-03 22:32:33 main:581] : INFO : Epoch 1746 | loss: 0.0309895 | val_loss: 0.0312544 | Time: 1871.75 ms [2021-05-03 22:32:35 main:581] : INFO : Epoch 1747 | loss: 0.0309916 | val_loss: 0.0312785 | Time: 1877.13 ms [2021-05-03 22:32:36 main:581] : INFO : Epoch 1748 | loss: 0.0309839 | val_loss: 0.0313046 | Time: 1876.09 ms [2021-05-03 22:32:38 main:581] : INFO : Epoch 1749 | loss: 0.0309921 | val_loss: 0.0312309 | Time: 1867.08 ms [2021-05-03 22:32:40 main:581] : INFO : Epoch 1750 | loss: 0.030999 | val_loss: 0.0312477 | Time: 1872.73 ms [2021-05-03 22:32:42 main:581] : INFO : Epoch 1751 | loss: 0.0309952 | val_loss: 0.031266 | Time: 1878.23 ms [2021-05-03 22:32:44 main:581] : INFO : Epoch 1752 | loss: 0.0309919 | val_loss: 0.0312805 | Time: 1869.4 ms [2021-05-03 22:32:46 main:581] : INFO : Epoch 1753 | loss: 0.0309835 | val_loss: 0.031254 | Time: 1869.71 ms [2021-05-03 22:32:48 main:581] : INFO : Epoch 1754 | loss: 0.0310117 | val_loss: 0.0312471 | Time: 1870.95 ms [2021-05-03 22:32:50 main:581] : INFO : Epoch 1755 | loss: 0.0309929 | val_loss: 0.031274 | Time: 1873 ms [2021-05-03 22:32:51 main:581] : INFO : Epoch 1756 | loss: 0.031009 | val_loss: 0.0312467 | Time: 1879.32 ms [2021-05-03 22:32:53 main:581] : INFO : Epoch 1757 | loss: 0.0310066 | val_loss: 0.0312543 | Time: 1869.87 ms [2021-05-03 22:32:55 main:581] : INFO : Epoch 1758 | loss: 0.0310064 | val_loss: 0.0312776 | Time: 1870.81 ms [2021-05-03 22:32:57 main:581] : INFO : Epoch 1759 | loss: 0.0309999 | val_loss: 0.0312429 | Time: 1872.97 ms [2021-05-03 22:32:59 main:581] : INFO : Epoch 1760 | loss: 0.0309869 | val_loss: 0.0312624 | Time: 1874.77 ms [2021-05-03 22:33:01 main:581] : INFO : Epoch 1761 | loss: 0.030984 | val_loss: 0.0312677 | Time: 1876.6 ms [2021-05-03 22:33:03 main:581] : INFO : Epoch 1762 | loss: 0.0309992 | val_loss: 0.0312771 | Time: 1865.01 ms [2021-05-03 22:33:05 main:581] : INFO : Epoch 1763 | loss: 0.0309953 | val_loss: 0.0312655 | Time: 1867.3 ms [2021-05-03 22:33:06 main:581] : INFO : Epoch 1764 | loss: 0.0309954 | val_loss: 0.0312759 | Time: 1869.43 ms [2021-05-03 22:33:08 main:581] : INFO : Epoch 1765 | loss: 0.0309929 | val_loss: 0.0312353 | Time: 1877.86 ms [2021-05-03 22:33:10 main:581] : INFO : Epoch 1766 | loss: 0.030992 | val_loss: 0.0312584 | Time: 1873.5 ms [2021-05-03 22:33:12 main:581] : INFO : Epoch 1767 | loss: 0.0309875 | val_loss: 0.03129 | Time: 1869.33 ms [2021-05-03 22:33:14 main:581] : INFO : Epoch 1768 | loss: 0.0309831 | val_loss: 0.0312361 | Time: 1867.31 ms [2021-05-03 22:33:16 main:581] : INFO : Epoch 1769 | loss: 0.0311345 | val_loss: 0.03119 | Time: 1851.81 ms [2021-05-03 22:33:18 main:581] : INFO : Epoch 1770 | loss: 0.0311552 | val_loss: 0.0311792 | Time: 1878.11 ms [2021-05-03 22:33:20 main:581] : INFO : Epoch 1771 | loss: 0.0311345 | val_loss: 0.0311733 | Time: 1888.89 ms [2021-05-03 22:33:21 main:581] : INFO : Epoch 1772 | loss: 0.0311205 | val_loss: 0.0311687 | Time: 1881.49 ms [2021-05-03 22:33:23 main:581] : INFO : Epoch 1773 | loss: 0.0311108 | val_loss: 0.0311732 | Time: 1877.99 ms [2021-05-03 22:33:25 main:581] : INFO : Epoch 1774 | loss: 0.0311025 | val_loss: 0.031173 | Time: 1853.09 ms [2021-05-03 22:33:27 main:581] : INFO : Epoch 1775 | loss: 0.0310965 | val_loss: 0.031178 | Time: 1869.5 ms [2021-05-03 22:33:29 main:581] : INFO : Epoch 1776 | loss: 0.0310888 | val_loss: 0.0311868 | Time: 1876.53 ms [2021-05-03 22:33:31 main:581] : INFO : Epoch 1777 | loss: 0.0310817 | val_loss: 0.031185 | Time: 1869.14 ms [2021-05-03 22:33:33 main:581] : INFO : Epoch 1778 | loss: 0.031074 | val_loss: 0.0311898 | Time: 1869.56 ms [2021-05-03 22:33:35 main:581] : INFO : Epoch 1779 | loss: 0.0310674 | val_loss: 0.0312001 | Time: 1872.06 ms [2021-05-03 22:33:36 main:581] : INFO : Epoch 1780 | loss: 0.0310556 | val_loss: 0.0312112 | Time: 1874.39 ms [2021-05-03 22:33:38 main:581] : INFO : Epoch 1781 | loss: 0.0310471 | val_loss: 0.0312176 | Time: 1876.66 ms [2021-05-03 22:33:40 main:581] : INFO : Epoch 1782 | loss: 0.0310414 | val_loss: 0.0312218 | Time: 1872.11 ms [2021-05-03 22:33:42 main:581] : INFO : Epoch 1783 | loss: 0.0310305 | val_loss: 0.0312135 | Time: 1869.33 ms [2021-05-03 22:33:44 main:581] : INFO : Epoch 1784 | loss: 0.0310236 | val_loss: 0.031232 | Time: 1870.38 ms [2021-05-03 22:33:46 main:581] : INFO : Epoch 1785 | loss: 0.0310176 | val_loss: 0.0312368 | Time: 1878.42 ms [2021-05-03 22:33:48 main:581] : INFO : Epoch 1786 | loss: 0.0310138 | val_loss: 0.0312527 | Time: 1813.88 ms [2021-05-03 22:33:49 main:581] : INFO : Epoch 1787 | loss: 0.0310082 | val_loss: 0.0312353 | Time: 1853.63 ms [2021-05-03 22:33:51 main:581] : INFO : Epoch 1788 | loss: 0.031001 | val_loss: 0.0312807 | Time: 1880.72 ms [2021-05-03 22:33:53 main:581] : INFO : Epoch 1789 | loss: 0.0310017 | val_loss: 0.0312713 | Time: 1872.19 ms [2021-05-03 22:33:55 main:581] : INFO : Epoch 1790 | loss: 0.0309967 | val_loss: 0.0312309 | Time: 1860.15 ms [2021-05-03 22:33:57 main:581] : INFO : Epoch 1791 | loss: 0.0309989 | val_loss: 0.0312888 | Time: 1880.63 ms [2021-05-03 22:33:59 main:581] : INFO : Epoch 1792 | loss: 0.030989 | val_loss: 0.0312626 | Time: 1877.4 ms [2021-05-03 22:34:01 main:581] : INFO : Epoch 1793 | loss: 0.0310005 | val_loss: 0.0312365 | Time: 1872.35 ms [2021-05-03 22:34:03 main:581] : INFO : Epoch 1794 | loss: 0.0309953 | val_loss: 0.0312576 | Time: 1869.68 ms [2021-05-03 22:34:04 main:581] : INFO : Epoch 1795 | loss: 0.0310008 | val_loss: 0.0312579 | Time: 1882.42 ms [2021-05-03 22:34:06 main:581] : INFO : Epoch 1796 | loss: 0.0309986 | val_loss: 0.0312595 | Time: 1871.99 ms [2021-05-03 22:34:08 main:581] : INFO : Epoch 1797 | loss: 0.0309987 | val_loss: 0.0312468 | Time: 1869.36 ms [2021-05-03 22:34:10 main:581] : INFO : Epoch 1798 | loss: 0.0309944 | val_loss: 0.0312641 | Time: 1816.86 ms [2021-05-03 22:34:12 main:581] : INFO : Epoch 1799 | loss: 0.0309937 | val_loss: 0.0312663 | Time: 1884.52 ms [2021-05-03 22:34:14 main:581] : INFO : Epoch 1800 | loss: 0.0309903 | val_loss: 0.031258 | Time: 1882.23 ms [2021-05-03 22:34:16 main:581] : INFO : Epoch 1801 | loss: 0.0309909 | val_loss: 0.0312689 | Time: 1878.73 ms [2021-05-03 22:34:18 main:581] : INFO : Epoch 1802 | loss: 0.0309958 | val_loss: 0.0312646 | Time: 1882.77 ms [2021-05-03 22:34:19 main:581] : INFO : Epoch 1803 | loss: 0.030988 | val_loss: 0.0312628 | Time: 1889.44 ms [2021-05-03 22:34:21 main:581] : INFO : Epoch 1804 | loss: 0.0309857 | val_loss: 0.0312903 | Time: 1878.77 ms [2021-05-03 22:34:23 main:581] : INFO : Epoch 1805 | loss: 0.0309995 | val_loss: 0.0312507 | Time: 1878.74 ms [2021-05-03 22:34:25 main:581] : INFO : Epoch 1806 | loss: 0.0309983 | val_loss: 0.0312676 | Time: 1883.76 ms [2021-05-03 22:34:27 main:581] : INFO : Epoch 1807 | loss: 0.0310142 | val_loss: 0.0312654 | Time: 1890.27 ms [2021-05-03 22:34:29 main:581] : INFO : Epoch 1808 | loss: 0.0309992 | val_loss: 0.031289 | Time: 1884.59 ms [2021-05-03 22:34:31 main:581] : INFO : Epoch 1809 | loss: 0.0309819 | val_loss: 0.0312629 | Time: 1879.71 ms [2021-05-03 22:34:33 main:581] : INFO : Epoch 1810 | loss: 0.0309871 | val_loss: 0.0312635 | Time: 1883.37 ms [2021-05-03 22:34:34 main:581] : INFO : Epoch 1811 | loss: 0.0309898 | val_loss: 0.0312685 | Time: 1889.36 ms [2021-05-03 22:34:36 main:581] : INFO : Epoch 1812 | loss: 0.031004 | val_loss: 0.0312549 | Time: 1887.83 ms [2021-05-03 22:34:38 main:581] : INFO : Epoch 1813 | loss: 0.0310075 | val_loss: 0.0312554 | Time: 1882.83 ms [2021-05-03 22:34:40 main:581] : INFO : Epoch 1814 | loss: 0.0310004 | val_loss: 0.0312745 | Time: 1893.42 ms [2021-05-03 22:34:42 main:581] : INFO : Epoch 1815 | loss: 0.0310048 | val_loss: 0.0312661 | Time: 1883.29 ms [2021-05-03 22:34:44 main:581] : INFO : Epoch 1816 | loss: 0.0309923 | val_loss: 0.0312627 | Time: 1881.18 ms [2021-05-03 22:34:46 main:581] : INFO : Epoch 1817 | loss: 0.03099 | val_loss: 0.0312613 | Time: 1889.55 ms [2021-05-03 22:34:48 main:581] : INFO : Epoch 1818 | loss: 0.0309898 | val_loss: 0.0312845 | Time: 1884.53 ms [2021-05-03 22:34:50 main:581] : INFO : Epoch 1819 | loss: 0.0309865 | val_loss: 0.0312439 | Time: 1875.42 ms [2021-05-03 22:34:51 main:581] : INFO : Epoch 1820 | loss: 0.0309868 | val_loss: 0.0312718 | Time: 1882.72 ms [2021-05-03 22:34:53 main:581] : INFO : Epoch 1821 | loss: 0.0309905 | val_loss: 0.0312485 | Time: 1889.36 ms [2021-05-03 22:34:55 main:581] : INFO : Epoch 1822 | loss: 0.0310011 | val_loss: 0.0312646 | Time: 1878.55 ms [2021-05-03 22:34:57 main:581] : INFO : Epoch 1823 | loss: 0.0309877 | val_loss: 0.0312585 | Time: 1882.67 ms [2021-05-03 22:34:59 main:581] : INFO : Epoch 1824 | loss: 0.0309956 | val_loss: 0.0312721 | Time: 1890.28 ms [2021-05-03 22:35:01 main:581] : INFO : Epoch 1825 | loss: 0.0310206 | val_loss: 0.0312357 | Time: 1880.95 ms [2021-05-03 22:35:03 main:581] : INFO : Epoch 1826 | loss: 0.0310297 | val_loss: 0.03124 | Time: 1885.06 ms [2021-05-03 22:35:05 main:581] : INFO : Epoch 1827 | loss: 0.0310101 | val_loss: 0.0312647 | Time: 1888.53 ms [2021-05-03 22:35:07 main:581] : INFO : Epoch 1828 | loss: 0.031005 | val_loss: 0.0312475 | Time: 1882.04 ms [2021-05-03 22:35:08 main:581] : INFO : Epoch 1829 | loss: 0.0310012 | val_loss: 0.0312461 | Time: 1890.35 ms [2021-05-03 22:35:10 main:581] : INFO : Epoch 1830 | loss: 0.0310024 | val_loss: 0.0312812 | Time: 1884.69 ms [2021-05-03 22:35:12 main:581] : INFO : Epoch 1831 | loss: 0.0309894 | val_loss: 0.0312786 | Time: 1880.39 ms [2021-05-03 22:35:14 main:581] : INFO : Epoch 1832 | loss: 0.0309891 | val_loss: 0.0312906 | Time: 1882.17 ms [2021-05-03 22:35:16 main:581] : INFO : Epoch 1833 | loss: 0.0309934 | val_loss: 0.031277 | Time: 1882.92 ms [2021-05-03 22:35:18 main:581] : INFO : Epoch 1834 | loss: 0.0310146 | val_loss: 0.0312321 | Time: 1886.27 ms [2021-05-03 22:35:20 main:581] : INFO : Epoch 1835 | loss: 0.0310144 | val_loss: 0.0313016 | Time: 1877.23 ms [2021-05-03 22:35:22 main:581] : INFO : Epoch 1836 | loss: 0.0309953 | val_loss: 0.031251 | Time: 1880.43 ms [2021-05-03 22:35:23 main:581] : INFO : Epoch 1837 | loss: 0.0309869 | val_loss: 0.0312808 | Time: 1885.08 ms [2021-05-03 22:35:25 main:581] : INFO : Epoch 1838 | loss: 0.0309871 | val_loss: 0.0312743 | Time: 1876.54 ms [2021-05-03 22:35:27 main:581] : INFO : Epoch 1839 | loss: 0.0309864 | val_loss: 0.031281 | Time: 1887.41 ms [2021-05-03 22:35:29 main:581] : INFO : Epoch 1840 | loss: 0.0310024 | val_loss: 0.0312421 | Time: 1879.96 ms [2021-05-03 22:35:31 main:581] : INFO : Epoch 1841 | loss: 0.0310016 | val_loss: 0.0312444 | Time: 1875.06 ms [2021-05-03 22:35:33 main:581] : INFO : Epoch 1842 | loss: 0.0309986 | val_loss: 0.0312602 | Time: 1881.88 ms [2021-05-03 22:35:35 main:581] : INFO : Epoch 1843 | loss: 0.0309942 | val_loss: 0.0312774 | Time: 1884.14 ms [2021-05-03 22:35:37 main:581] : INFO : Epoch 1844 | loss: 0.0309925 | val_loss: 0.0312503 | Time: 1887.96 ms [2021-05-03 22:35:39 main:581] : INFO : Epoch 1845 | loss: 0.0309962 | val_loss: 0.0312881 | Time: 1881.28 ms [2021-05-03 22:35:40 main:581] : INFO : Epoch 1846 | loss: 0.0309901 | val_loss: 0.0312572 | Time: 1888.45 ms [2021-05-03 22:35:42 main:581] : INFO : Epoch 1847 | loss: 0.0309907 | val_loss: 0.0312628 | Time: 1885.56 ms [2021-05-03 22:35:44 main:581] : INFO : Epoch 1848 | loss: 0.0309872 | val_loss: 0.0312594 | Time: 1881.72 ms [2021-05-03 22:35:46 main:581] : INFO : Epoch 1849 | loss: 0.0309882 | val_loss: 0.0312868 | Time: 1885.91 ms [2021-05-03 22:35:48 main:581] : INFO : Epoch 1850 | loss: 0.0309784 | val_loss: 0.0312809 | Time: 1879.6 ms [2021-05-03 22:35:50 main:581] : INFO : Epoch 1851 | loss: 0.0309814 | val_loss: 0.0312883 | Time: 1872.93 ms [2021-05-03 22:35:52 main:581] : INFO : Epoch 1852 | loss: 0.0309833 | val_loss: 0.0312734 | Time: 1877.59 ms [2021-05-03 22:35:54 main:581] : INFO : Epoch 1853 | loss: 0.0309865 | val_loss: 0.0312694 | Time: 1871.48 ms [2021-05-03 22:35:55 main:581] : INFO : Epoch 1854 | loss: 0.0309943 | val_loss: 0.0312725 | Time: 1872.34 ms [2021-05-03 22:35:57 main:581] : INFO : Epoch 1855 | loss: 0.030988 | val_loss: 0.0312864 | Time: 1875.37 ms [2021-05-03 22:35:59 main:581] : INFO : Epoch 1856 | loss: 0.0309972 | val_loss: 0.0312424 | Time: 1879.64 ms [2021-05-03 22:36:01 main:581] : INFO : Epoch 1857 | loss: 0.0309932 | val_loss: 0.0312943 | Time: 1879.49 ms [2021-05-03 22:36:03 main:581] : INFO : Epoch 1858 | loss: 0.0309918 | val_loss: 0.0312794 | Time: 1874.52 ms [2021-05-03 22:36:05 main:581] : INFO : Epoch 1859 | loss: 0.030999 | val_loss: 0.0312673 | Time: 1873 ms [2021-05-03 22:36:07 main:581] : INFO : Epoch 1860 | loss: 0.0309981 | val_loss: 0.0312705 | Time: 1877.02 ms [2021-05-03 22:36:09 main:581] : INFO : Epoch 1861 | loss: 0.0309889 | val_loss: 0.0312507 | Time: 1873.98 ms [2021-05-03 22:36:10 main:581] : INFO : Epoch 1862 | loss: 0.0309861 | val_loss: 0.0312747 | Time: 1878.17 ms [2021-05-03 22:36:12 main:581] : INFO : Epoch 1863 | loss: 0.0309835 | val_loss: 0.031287 | Time: 1880.48 ms [2021-05-03 22:36:14 main:581] : INFO : Epoch 1864 | loss: 0.0309942 | val_loss: 0.0312449 | Time: 1870.78 ms [2021-05-03 22:36:16 main:581] : INFO : Epoch 1865 | loss: 0.0309863 | val_loss: 0.031262 | Time: 1878.98 ms [2021-05-03 22:36:18 main:581] : INFO : Epoch 1866 | loss: 0.0309828 | val_loss: 0.0312631 | Time: 1878.41 ms [2021-05-03 22:36:20 main:581] : INFO : Epoch 1867 | loss: 0.030984 | val_loss: 0.0312661 | Time: 1870.94 ms [2021-05-03 22:36:22 main:581] : INFO : Epoch 1868 | loss: 0.0309881 | val_loss: 0.0312761 | Time: 1873.4 ms [2021-05-03 22:36:24 main:581] : INFO : Epoch 1869 | loss: 0.0309896 | val_loss: 0.0312691 | Time: 1881.42 ms [2021-05-03 22:36:25 main:581] : INFO : Epoch 1870 | loss: 0.0309849 | val_loss: 0.0312773 | Time: 1869.78 ms [2021-05-03 22:36:27 main:581] : INFO : Epoch 1871 | loss: 0.0309903 | val_loss: 0.0312821 | Time: 1876.85 ms [2021-05-03 22:36:29 main:581] : INFO : Epoch 1872 | loss: 0.0309994 | val_loss: 0.0312364 | Time: 1883.66 ms [2021-05-03 22:36:31 main:581] : INFO : Epoch 1873 | loss: 0.0310038 | val_loss: 0.0312803 | Time: 1872.8 ms [2021-05-03 22:36:33 main:581] : INFO : Epoch 1874 | loss: 0.0309992 | val_loss: 0.031252 | Time: 1869.76 ms [2021-05-03 22:36:35 main:581] : INFO : Epoch 1875 | loss: 0.0309912 | val_loss: 0.0312827 | Time: 1878.98 ms [2021-05-03 22:36:37 main:581] : INFO : Epoch 1876 | loss: 0.0309963 | val_loss: 0.0312607 | Time: 1877.03 ms [2021-05-03 22:36:39 main:581] : INFO : Epoch 1877 | loss: 0.0309909 | val_loss: 0.031255 | Time: 1871.91 ms [2021-05-03 22:36:40 main:581] : INFO : Epoch 1878 | loss: 0.0310028 | val_loss: 0.0312765 | Time: 1872.12 ms [2021-05-03 22:36:42 main:581] : INFO : Epoch 1879 | loss: 0.0310121 | val_loss: 0.0312702 | Time: 1873.42 ms [2021-05-03 22:36:44 main:581] : INFO : Epoch 1880 | loss: 0.0309959 | val_loss: 0.0312588 | Time: 1875.31 ms [2021-05-03 22:36:46 main:581] : INFO : Epoch 1881 | loss: 0.0309974 | val_loss: 0.0312653 | Time: 1878.34 ms [2021-05-03 22:36:48 main:581] : INFO : Epoch 1882 | loss: 0.0310088 | val_loss: 0.031281 | Time: 1867.32 ms [2021-05-03 22:36:50 main:581] : INFO : Epoch 1883 | loss: 0.0309879 | val_loss: 0.0312737 | Time: 1870.3 ms [2021-05-03 22:36:52 main:581] : INFO : Epoch 1884 | loss: 0.0309885 | val_loss: 0.0312559 | Time: 1876.39 ms [2021-05-03 22:36:54 main:581] : INFO : Epoch 1885 | loss: 0.0309881 | val_loss: 0.0312791 | Time: 1875.59 ms [2021-05-03 22:36:55 main:581] : INFO : Epoch 1886 | loss: 0.0309977 | val_loss: 0.0312446 | Time: 1872.3 ms [2021-05-03 22:36:57 main:581] : INFO : Epoch 1887 | loss: 0.0309994 | val_loss: 0.031275 | Time: 1870.52 ms [2021-05-03 22:36:59 main:581] : INFO : Epoch 1888 | loss: 0.0309975 | val_loss: 0.0312722 | Time: 1875.57 ms [2021-05-03 22:37:01 main:581] : INFO : Epoch 1889 | loss: 0.0309888 | val_loss: 0.031265 | Time: 1879.48 ms [2021-05-03 22:37:03 main:581] : INFO : Epoch 1890 | loss: 0.030988 | val_loss: 0.0312543 | Time: 1872.13 ms [2021-05-03 22:37:05 main:581] : INFO : Epoch 1891 | loss: 0.0310341 | val_loss: 0.0311806 | Time: 1864.73 ms [2021-05-03 22:37:07 main:581] : INFO : Epoch 1892 | loss: 0.0311038 | val_loss: 0.0312064 | Time: 1875.75 ms [2021-05-03 22:37:09 main:581] : INFO : Epoch 1893 | loss: 0.0310678 | val_loss: 0.0312249 | Time: 1875.92 ms [2021-05-03 22:37:10 main:581] : INFO : Epoch 1894 | loss: 0.0310387 | val_loss: 0.0312501 | Time: 1881.68 ms [2021-05-03 22:37:12 main:581] : INFO : Epoch 1895 | loss: 0.0310122 | val_loss: 0.0312529 | Time: 1873.19 ms [2021-05-03 22:37:14 main:581] : INFO : Epoch 1896 | loss: 0.0309982 | val_loss: 0.0312644 | Time: 1872.23 ms [2021-05-03 22:37:16 main:581] : INFO : Epoch 1897 | loss: 0.0309922 | val_loss: 0.0312893 | Time: 1876.43 ms [2021-05-03 22:37:18 main:581] : INFO : Epoch 1898 | loss: 0.0309937 | val_loss: 0.0312833 | Time: 1880.61 ms [2021-05-03 22:37:20 main:581] : INFO : Epoch 1899 | loss: 0.0309916 | val_loss: 0.0312772 | Time: 1873.12 ms [2021-05-03 22:37:22 main:581] : INFO : Epoch 1900 | loss: 0.0309854 | val_loss: 0.0312797 | Time: 1871.14 ms [2021-05-03 22:37:24 main:581] : INFO : Epoch 1901 | loss: 0.030989 | val_loss: 0.0312873 | Time: 1873.65 ms [2021-05-03 22:37:25 main:581] : INFO : Epoch 1902 | loss: 0.0309908 | val_loss: 0.0312571 | Time: 1872.04 ms [2021-05-03 22:37:27 main:581] : INFO : Epoch 1903 | loss: 0.0309871 | val_loss: 0.0312678 | Time: 1870.92 ms [2021-05-03 22:37:29 main:581] : INFO : Epoch 1904 | loss: 0.0309984 | val_loss: 0.03126 | Time: 1885.94 ms [2021-05-03 22:37:31 main:581] : INFO : Epoch 1905 | loss: 0.0309868 | val_loss: 0.0312449 | Time: 1875.19 ms [2021-05-03 22:37:33 main:581] : INFO : Epoch 1906 | loss: 0.0309905 | val_loss: 0.0312517 | Time: 1872.43 ms [2021-05-03 22:37:35 main:581] : INFO : Epoch 1907 | loss: 0.0310005 | val_loss: 0.0312785 | Time: 1876.13 ms [2021-05-03 22:37:37 main:581] : INFO : Epoch 1908 | loss: 0.0309925 | val_loss: 0.0312666 | Time: 1880.66 ms [2021-05-03 22:37:39 main:581] : INFO : Epoch 1909 | loss: 0.030984 | val_loss: 0.0312641 | Time: 1874.2 ms [2021-05-03 22:37:40 main:581] : INFO : Epoch 1910 | loss: 0.0309911 | val_loss: 0.0312936 | Time: 1879.54 ms [2021-05-03 22:37:42 main:581] : INFO : Epoch 1911 | loss: 0.0309888 | val_loss: 0.0312526 | Time: 1872.75 ms [2021-05-03 22:37:44 main:581] : INFO : Epoch 1912 | loss: 0.0309904 | val_loss: 0.0312773 | Time: 1873.2 ms [2021-05-03 22:37:46 main:581] : INFO : Epoch 1913 | loss: 0.0309915 | val_loss: 0.0312815 | Time: 1871.3 ms [2021-05-03 22:37:48 main:581] : INFO : Epoch 1914 | loss: 0.0309969 | val_loss: 0.0312487 | Time: 1877.36 ms [2021-05-03 22:37:50 main:581] : INFO : Epoch 1915 | loss: 0.0309943 | val_loss: 0.0312786 | Time: 1876.93 ms [2021-05-03 22:37:52 main:581] : INFO : Epoch 1916 | loss: 0.0309844 | val_loss: 0.0312761 | Time: 1867.91 ms [2021-05-03 22:37:54 main:581] : INFO : Epoch 1917 | loss: 0.0309869 | val_loss: 0.0312522 | Time: 1878.87 ms [2021-05-03 22:37:55 main:581] : INFO : Epoch 1918 | loss: 0.030981 | val_loss: 0.03127 | Time: 1872.63 ms [2021-05-03 22:37:57 main:581] : INFO : Epoch 1919 | loss: 0.0309884 | val_loss: 0.0312671 | Time: 1871.48 ms [2021-05-03 22:37:59 main:581] : INFO : Epoch 1920 | loss: 0.0309938 | val_loss: 0.0312544 | Time: 1872.16 ms [2021-05-03 22:38:01 main:581] : INFO : Epoch 1921 | loss: 0.0309954 | val_loss: 0.0312406 | Time: 1876.29 ms [2021-05-03 22:38:03 main:581] : INFO : Epoch 1922 | loss: 0.0309949 | val_loss: 0.0312861 | Time: 1880.6 ms [2021-05-03 22:38:05 main:581] : INFO : Epoch 1923 | loss: 0.0309921 | val_loss: 0.0312417 | Time: 1872.67 ms [2021-05-03 22:38:07 main:581] : INFO : Epoch 1924 | loss: 0.0309829 | val_loss: 0.0312674 | Time: 1871.07 ms [2021-05-03 22:38:09 main:581] : INFO : Epoch 1925 | loss: 0.0309808 | val_loss: 0.0312676 | Time: 1873.06 ms [2021-05-03 22:38:10 main:581] : INFO : Epoch 1926 | loss: 0.0309955 | val_loss: 0.031284 | Time: 1857.2 ms [2021-05-03 22:38:12 main:581] : INFO : Epoch 1927 | loss: 0.0310152 | val_loss: 0.0312254 | Time: 1871.66 ms [2021-05-03 22:38:14 main:581] : INFO : Epoch 1928 | loss: 0.0310243 | val_loss: 0.0312464 | Time: 1872.68 ms [2021-05-03 22:38:16 main:581] : INFO : Epoch 1929 | loss: 0.0310097 | val_loss: 0.0312382 | Time: 1880.61 ms [2021-05-03 22:38:18 main:581] : INFO : Epoch 1930 | loss: 0.0309987 | val_loss: 0.0312739 | Time: 1871.02 ms [2021-05-03 22:38:20 main:581] : INFO : Epoch 1931 | loss: 0.0309872 | val_loss: 0.0312541 | Time: 1871.47 ms [2021-05-03 22:38:22 main:581] : INFO : Epoch 1932 | loss: 0.0309824 | val_loss: 0.0312622 | Time: 1874.34 ms [2021-05-03 22:38:24 main:581] : INFO : Epoch 1933 | loss: 0.030989 | val_loss: 0.0312681 | Time: 1879.42 ms [2021-05-03 22:38:25 main:581] : INFO : Epoch 1934 | loss: 0.0309886 | val_loss: 0.0312798 | Time: 1870.91 ms [2021-05-03 22:38:27 main:581] : INFO : Epoch 1935 | loss: 0.0309992 | val_loss: 0.031233 | Time: 1866.65 ms [2021-05-03 22:38:29 main:581] : INFO : Epoch 1936 | loss: 0.0309995 | val_loss: 0.0312484 | Time: 1861 ms [2021-05-03 22:38:31 main:581] : INFO : Epoch 1937 | loss: 0.0309885 | val_loss: 0.0312753 | Time: 1873.37 ms [2021-05-03 22:38:33 main:581] : INFO : Epoch 1938 | loss: 0.0309925 | val_loss: 0.0312813 | Time: 1880.12 ms [2021-05-03 22:38:35 main:581] : INFO : Epoch 1939 | loss: 0.0309939 | val_loss: 0.0312526 | Time: 1876.95 ms [2021-05-03 22:38:37 main:581] : INFO : Epoch 1940 | loss: 0.0310108 | val_loss: 0.0312781 | Time: 1872.2 ms [2021-05-03 22:38:39 main:581] : INFO : Epoch 1941 | loss: 0.0310028 | val_loss: 0.0312597 | Time: 1872.03 ms [2021-05-03 22:38:40 main:581] : INFO : Epoch 1942 | loss: 0.0310013 | val_loss: 0.0312542 | Time: 1876.41 ms [2021-05-03 22:38:42 main:581] : INFO : Epoch 1943 | loss: 0.0309918 | val_loss: 0.0312831 | Time: 1881.2 ms [2021-05-03 22:38:44 main:581] : INFO : Epoch 1944 | loss: 0.0309879 | val_loss: 0.0312498 | Time: 1875.32 ms [2021-05-03 22:38:46 main:581] : INFO : Epoch 1945 | loss: 0.0309968 | val_loss: 0.0312723 | Time: 1770.63 ms [2021-05-03 22:38:48 main:581] : INFO : Epoch 1946 | loss: 0.0309841 | val_loss: 0.0312688 | Time: 1886.85 ms [2021-05-03 22:38:50 main:581] : INFO : Epoch 1947 | loss: 0.0310217 | val_loss: 0.0312387 | Time: 1879.97 ms [2021-05-03 22:38:52 main:581] : INFO : Epoch 1948 | loss: 0.0310185 | val_loss: 0.0312496 | Time: 1884.25 ms [2021-05-03 22:38:53 main:581] : INFO : Epoch 1949 | loss: 0.031022 | val_loss: 0.0312299 | Time: 1878.16 ms [2021-05-03 22:38:55 main:581] : INFO : Epoch 1950 | loss: 0.0310175 | val_loss: 0.0312369 | Time: 1874.51 ms [2021-05-03 22:38:57 main:581] : INFO : Epoch 1951 | loss: 0.0310084 | val_loss: 0.0312613 | Time: 1880.67 ms [2021-05-03 22:38:59 main:581] : INFO : Epoch 1952 | loss: 0.0310025 | val_loss: 0.0312441 | Time: 1883.19 ms [2021-05-03 22:39:01 main:581] : INFO : Epoch 1953 | loss: 0.0310013 | val_loss: 0.0312434 | Time: 1875.33 ms [2021-05-03 22:39:03 main:581] : INFO : Epoch 1954 | loss: 0.0309907 | val_loss: 0.0312721 | Time: 1869.58 ms [2021-05-03 22:39:05 main:581] : INFO : Epoch 1955 | loss: 0.0309862 | val_loss: 0.0312496 | Time: 1874.88 ms [2021-05-03 22:39:07 main:581] : INFO : Epoch 1956 | loss: 0.0309926 | val_loss: 0.0313058 | Time: 1883.26 ms [2021-05-03 22:39:08 main:581] : INFO : Epoch 1957 | loss: 0.0309878 | val_loss: 0.0312637 | Time: 1876.21 ms [2021-05-03 22:39:10 main:581] : INFO : Epoch 1958 | loss: 0.0309823 | val_loss: 0.0312592 | Time: 1870.39 ms [2021-05-03 22:39:12 main:581] : INFO : Epoch 1959 | loss: 0.0309821 | val_loss: 0.031259 | Time: 1878.14 ms [2021-05-03 22:39:14 main:581] : INFO : Epoch 1960 | loss: 0.0309869 | val_loss: 0.0312681 | Time: 1890.82 ms [2021-05-03 22:39:16 main:581] : INFO : Epoch 1961 | loss: 0.0309846 | val_loss: 0.0312615 | Time: 1875.7 ms [2021-05-03 22:39:18 main:581] : INFO : Epoch 1962 | loss: 0.0309921 | val_loss: 0.0312607 | Time: 1878.28 ms [2021-05-03 22:39:20 main:581] : INFO : Epoch 1963 | loss: 0.0309868 | val_loss: 0.031271 | Time: 1790.31 ms [2021-05-03 22:39:22 main:581] : INFO : Epoch 1964 | loss: 0.0309949 | val_loss: 0.0312565 | Time: 1876.04 ms [2021-05-03 22:39:23 main:581] : INFO : Epoch 1965 | loss: 0.0309902 | val_loss: 0.0312602 | Time: 1875.32 ms [2021-05-03 22:39:25 main:581] : INFO : Epoch 1966 | loss: 0.0309956 | val_loss: 0.0312495 | Time: 1882.61 ms [2021-05-03 22:39:27 main:581] : INFO : Epoch 1967 | loss: 0.0309906 | val_loss: 0.0312911 | Time: 1881.51 ms [2021-05-03 22:39:29 main:581] : INFO : Epoch 1968 | loss: 0.030983 | val_loss: 0.0312586 | Time: 1874.61 ms [2021-05-03 22:39:31 main:581] : INFO : Epoch 1969 | loss: 0.03099 | val_loss: 0.0312779 | Time: 1885.22 ms [2021-05-03 22:39:33 main:581] : INFO : Epoch 1970 | loss: 0.0309873 | val_loss: 0.0312529 | Time: 1875 ms [2021-05-03 22:39:35 main:581] : INFO : Epoch 1971 | loss: 0.0309964 | val_loss: 0.0312378 | Time: 1871.48 ms [2021-05-03 22:39:37 main:581] : INFO : Epoch 1972 | loss: 0.0309923 | val_loss: 0.0312828 | Time: 1838.85 ms [2021-05-03 22:39:38 main:581] : INFO : Epoch 1973 | loss: 0.0310006 | val_loss: 0.031274 | Time: 1870.11 ms [2021-05-03 22:39:40 main:581] : INFO : Epoch 1974 | loss: 0.0310721 | val_loss: 0.0312365 | Time: 1881.06 ms [2021-05-03 22:39:42 main:581] : INFO : Epoch 1975 | loss: 0.0310698 | val_loss: 0.0312324 | Time: 1872.74 ms [2021-05-03 22:39:44 main:581] : INFO : Epoch 1976 | loss: 0.0310329 | val_loss: 0.0312423 | Time: 1871.78 ms [2021-05-03 22:39:46 main:581] : INFO : Epoch 1977 | loss: 0.0310075 | val_loss: 0.0312741 | Time: 1879.07 ms [2021-05-03 22:39:48 main:581] : INFO : Epoch 1978 | loss: 0.0309961 | val_loss: 0.0312659 | Time: 1876.46 ms [2021-05-03 22:39:50 main:581] : INFO : Epoch 1979 | loss: 0.0309924 | val_loss: 0.0312645 | Time: 1873.05 ms [2021-05-03 22:39:52 main:581] : INFO : Epoch 1980 | loss: 0.0309901 | val_loss: 0.0312655 | Time: 1878.96 ms [2021-05-03 22:39:53 main:581] : INFO : Epoch 1981 | loss: 0.0309844 | val_loss: 0.0312785 | Time: 1871.71 ms [2021-05-03 22:39:55 main:581] : INFO : Epoch 1982 | loss: 0.0309884 | val_loss: 0.0312705 | Time: 1736.1 ms [2021-05-03 22:39:57 main:581] : INFO : Epoch 1983 | loss: 0.0310092 | val_loss: 0.0312674 | Time: 1873.37 ms [2021-05-03 22:39:59 main:581] : INFO : Epoch 1984 | loss: 0.0309998 | val_loss: 0.0312331 | Time: 1883.39 ms [2021-05-03 22:40:01 main:581] : INFO : Epoch 1985 | loss: 0.030989 | val_loss: 0.0312824 | Time: 1874.86 ms [2021-05-03 22:40:03 main:581] : INFO : Epoch 1986 | loss: 0.0309908 | val_loss: 0.0312571 | Time: 1874.83 ms [2021-05-03 22:40:05 main:581] : INFO : Epoch 1987 | loss: 0.0309966 | val_loss: 0.0312598 | Time: 1879.62 ms [2021-05-03 22:40:06 main:581] : INFO : Epoch 1988 | loss: 0.0309985 | val_loss: 0.0312732 | Time: 1882.7 ms [2021-05-03 22:40:08 main:581] : INFO : Epoch 1989 | loss: 0.0309873 | val_loss: 0.0312655 | Time: 1873.87 ms [2021-05-03 22:40:10 main:581] : INFO : Epoch 1990 | loss: 0.0309965 | val_loss: 0.0312637 | Time: 1869.72 ms [2021-05-03 22:40:12 main:581] : INFO : Epoch 1991 | loss: 0.0310008 | val_loss: 0.0312539 | Time: 1874.71 ms [2021-05-03 22:40:14 main:581] : INFO : Epoch 1992 | loss: 0.0309913 | val_loss: 0.0312661 | Time: 1879.81 ms [2021-05-03 22:40:16 main:581] : INFO : Epoch 1993 | loss: 0.0309884 | val_loss: 0.0312273 | Time: 1871.01 ms [2021-05-03 22:40:18 main:581] : INFO : Epoch 1994 | loss: 0.0310091 | val_loss: 0.0312285 | Time: 1871.92 ms [2021-05-03 22:40:20 main:581] : INFO : Epoch 1995 | loss: 0.0310086 | val_loss: 0.031256 | Time: 1883.21 ms [2021-05-03 22:40:21 main:581] : INFO : Epoch 1996 | loss: 0.0309975 | val_loss: 0.0312799 | Time: 1875.93 ms [2021-05-03 22:40:23 main:581] : INFO : Epoch 1997 | loss: 0.0310154 | val_loss: 0.0312488 | Time: 1870.54 ms [2021-05-03 22:40:25 main:581] : INFO : Epoch 1998 | loss: 0.0310174 | val_loss: 0.0312463 | Time: 1874.07 ms [2021-05-03 22:40:27 main:581] : INFO : Epoch 1999 | loss: 0.0309973 | val_loss: 0.0312619 | Time: 1883.75 ms [2021-05-03 22:40:29 main:581] : INFO : Epoch 2000 | loss: 0.0309881 | val_loss: 0.0312766 | Time: 1880.68 ms [2021-05-03 22:40:31 main:581] : INFO : Epoch 2001 | loss: 0.0309801 | val_loss: 0.0312622 | Time: 1874.84 ms [2021-05-03 22:40:33 main:581] : INFO : Epoch 2002 | loss: 0.0309837 | val_loss: 0.0312851 | Time: 1879.06 ms [2021-05-03 22:40:35 main:581] : INFO : Epoch 2003 | loss: 0.030988 | val_loss: 0.0312736 | Time: 1883.17 ms [2021-05-03 22:40:36 main:581] : INFO : Epoch 2004 | loss: 0.0309936 | val_loss: 0.0312639 | Time: 1873.72 ms [2021-05-03 22:40:38 main:581] : INFO : Epoch 2005 | loss: 0.0309963 | val_loss: 0.0312629 | Time: 1877.28 ms [2021-05-03 22:40:40 main:581] : INFO : Epoch 2006 | loss: 0.0309964 | val_loss: 0.0312565 | Time: 1883.67 ms [2021-05-03 22:40:42 main:581] : INFO : Epoch 2007 | loss: 0.0309967 | val_loss: 0.0312516 | Time: 1881.63 ms [2021-05-03 22:40:44 main:581] : INFO : Epoch 2008 | loss: 0.0309936 | val_loss: 0.0312747 | Time: 1873 ms [2021-05-03 22:40:46 main:581] : INFO : Epoch 2009 | loss: 0.0309881 | val_loss: 0.0312861 | Time: 1879.42 ms [2021-05-03 22:40:48 main:581] : INFO : Epoch 2010 | loss: 0.0309925 | val_loss: 0.0312458 | Time: 1881.74 ms [2021-05-03 22:40:50 main:581] : INFO : Epoch 2011 | loss: 0.030994 | val_loss: 0.031265 | Time: 1873.12 ms [2021-05-03 22:40:51 main:581] : INFO : Epoch 2012 | loss: 0.0309928 | val_loss: 0.0312749 | Time: 1876.17 ms [2021-05-03 22:40:53 main:581] : INFO : Epoch 2013 | loss: 0.0309897 | val_loss: 0.0312799 | Time: 1875.83 ms [2021-05-03 22:40:55 main:581] : INFO : Epoch 2014 | loss: 0.03098 | val_loss: 0.0312755 | Time: 1883.7 ms [2021-05-03 22:40:57 main:581] : INFO : Epoch 2015 | loss: 0.0309994 | val_loss: 0.03125 | Time: 1875.76 ms [2021-05-03 22:40:59 main:581] : INFO : Epoch 2016 | loss: 0.0310148 | val_loss: 0.0312522 | Time: 1874.83 ms [2021-05-03 22:41:01 main:581] : INFO : Epoch 2017 | loss: 0.0310002 | val_loss: 0.0312625 | Time: 1878.48 ms [2021-05-03 22:41:03 main:581] : INFO : Epoch 2018 | loss: 0.0309865 | val_loss: 0.0312977 | Time: 1883.27 ms [2021-05-03 22:41:05 main:581] : INFO : Epoch 2019 | loss: 0.0309913 | val_loss: 0.0312675 | Time: 1875.84 ms [2021-05-03 22:41:06 main:581] : INFO : Epoch 2020 | loss: 0.030989 | val_loss: 0.0312634 | Time: 1875.48 ms [2021-05-03 22:41:08 main:581] : INFO : Epoch 2021 | loss: 0.0309837 | val_loss: 0.0312754 | Time: 1875.88 ms [2021-05-03 22:41:10 main:581] : INFO : Epoch 2022 | loss: 0.030985 | val_loss: 0.0312556 | Time: 1878.29 ms [2021-05-03 22:41:12 main:581] : INFO : Epoch 2023 | loss: 0.0309883 | val_loss: 0.0312562 | Time: 1880.61 ms [2021-05-03 22:41:14 main:581] : INFO : Epoch 2024 | loss: 0.0309978 | val_loss: 0.0312459 | Time: 1890.22 ms [2021-05-03 22:41:16 main:581] : INFO : Epoch 2025 | loss: 0.0309926 | val_loss: 0.0312646 | Time: 1885.27 ms [2021-05-03 22:41:18 main:581] : INFO : Epoch 2026 | loss: 0.0309893 | val_loss: 0.0312657 | Time: 1887.83 ms [2021-05-03 22:41:20 main:581] : INFO : Epoch 2027 | loss: 0.0309795 | val_loss: 0.0312716 | Time: 1879.92 ms [2021-05-03 22:41:22 main:581] : INFO : Epoch 2028 | loss: 0.0309816 | val_loss: 0.0312636 | Time: 1879.41 ms [2021-05-03 22:41:23 main:581] : INFO : Epoch 2029 | loss: 0.0309817 | val_loss: 0.0312536 | Time: 1883.91 ms [2021-05-03 22:41:25 main:581] : INFO : Epoch 2030 | loss: 0.0309974 | val_loss: 0.0312718 | Time: 1870.92 ms [2021-05-03 22:41:27 main:581] : INFO : Epoch 2031 | loss: 0.0310018 | val_loss: 0.031283 | Time: 1881.04 ms [2021-05-03 22:41:29 main:581] : INFO : Epoch 2032 | loss: 0.0309948 | val_loss: 0.0312679 | Time: 1881.79 ms [2021-05-03 22:41:31 main:581] : INFO : Epoch 2033 | loss: 0.0309874 | val_loss: 0.0312588 | Time: 1886.27 ms [2021-05-03 22:41:33 main:581] : INFO : Epoch 2034 | loss: 0.0309926 | val_loss: 0.0312557 | Time: 1879.8 ms [2021-05-03 22:41:35 main:581] : INFO : Epoch 2035 | loss: 0.0310117 | val_loss: 0.0312491 | Time: 1887.15 ms [2021-05-03 22:41:37 main:581] : INFO : Epoch 2036 | loss: 0.0310089 | val_loss: 0.0312871 | Time: 1881.1 ms [2021-05-03 22:41:38 main:581] : INFO : Epoch 2037 | loss: 0.0309916 | val_loss: 0.0312473 | Time: 1857.7 ms [2021-05-03 22:41:40 main:581] : INFO : Epoch 2038 | loss: 0.030991 | val_loss: 0.0312713 | Time: 1883.69 ms [2021-05-03 22:41:42 main:581] : INFO : Epoch 2039 | loss: 0.0309852 | val_loss: 0.0312505 | Time: 1874.86 ms [2021-05-03 22:41:44 main:581] : INFO : Epoch 2040 | loss: 0.0309874 | val_loss: 0.0312807 | Time: 1879.37 ms [2021-05-03 22:41:46 main:581] : INFO : Epoch 2041 | loss: 0.0309945 | val_loss: 0.031261 | Time: 1886.14 ms [2021-05-03 22:41:48 main:581] : INFO : Epoch 2042 | loss: 0.0309903 | val_loss: 0.0312704 | Time: 1877.82 ms [2021-05-03 22:41:50 main:581] : INFO : Epoch 2043 | loss: 0.0309822 | val_loss: 0.0312771 | Time: 1876.13 ms [2021-05-03 22:41:52 main:581] : INFO : Epoch 2044 | loss: 0.0309811 | val_loss: 0.031274 | Time: 1877.34 ms [2021-05-03 22:41:53 main:581] : INFO : Epoch 2045 | loss: 0.0310002 | val_loss: 0.0312965 | Time: 1885.58 ms [2021-05-03 22:41:55 main:581] : INFO : Epoch 2046 | loss: 0.0310001 | val_loss: 0.0312643 | Time: 1881.07 ms [2021-05-03 22:41:57 main:581] : INFO : Epoch 2047 | loss: 0.0310118 | val_loss: 0.0312404 | Time: 1888.76 ms [2021-05-03 22:41:59 main:581] : INFO : Epoch 2048 | loss: 0.0310014 | val_loss: 0.0312418 | Time: 1886.98 ms [2021-05-03 22:41:59 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312418 [2021-05-03 22:41:59 main:610] : INFO : Saving end state to config to file [2021-05-03 22:41:59 main:615] : INFO : Success, exiting.. 22:41:59 (2368213): 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)