Task 5165219
| Name | ParityModified-1619584604-10393-0_2 |
| Workunit | 3070055 |
| Created | 8 May 2021, 5:45:05 UTC |
| Sent | 8 May 2021, 7:13:14 UTC |
| Report deadline | 16 May 2021, 7:13:14 UTC |
| Received | 9 May 2021, 1:43:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11189 |
| Run time | 46 min 29 sec |
| CPU time | 44 min 19 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,880.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.68 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> n:574] : INFO : Epoch 1542 | loss: 0.0309813 | val_loss: 0.0312655 | Time: 1375.15 ms [2021-05-09 03:31:07 main:574] : INFO : Epoch 1543 | loss: 0.0309784 | val_loss: 0.0312821 | Time: 1343.75 ms [2021-05-09 03:31:08 main:574] : INFO : Epoch 1544 | loss: 0.0309827 | val_loss: 0.0312749 | Time: 1350.78 ms [2021-05-09 03:31:10 main:574] : INFO : Epoch 1545 | loss: 0.0309815 | val_loss: 0.0312561 | Time: 1352.79 ms [2021-05-09 03:31:11 main:574] : INFO : Epoch 1546 | loss: 0.0309816 | val_loss: 0.0312562 | Time: 1341.24 ms [2021-05-09 03:31:12 main:574] : INFO : Epoch 1547 | loss: 0.0309783 | val_loss: 0.0312532 | Time: 1353.91 ms [2021-05-09 03:31:14 main:574] : INFO : Epoch 1548 | loss: 0.0309899 | val_loss: 0.0312271 | Time: 1355.45 ms [2021-05-09 03:31:15 main:574] : INFO : Epoch 1549 | loss: 0.0309831 | val_loss: 0.0312682 | Time: 1343.31 ms [2021-05-09 03:31:16 main:574] : INFO : Epoch 1550 | loss: 0.0309801 | val_loss: 0.0312391 | Time: 1356.44 ms [2021-05-09 03:31:18 main:574] : INFO : Epoch 1551 | loss: 0.0309737 | val_loss: 0.0312573 | Time: 1349.12 ms [2021-05-09 03:31:19 main:574] : INFO : Epoch 1552 | loss: 0.0309833 | val_loss: 0.0312838 | Time: 1345.14 ms [2021-05-09 03:31:20 main:574] : INFO : Epoch 1553 | loss: 0.0309976 | val_loss: 0.031247 | Time: 1384.25 ms [2021-05-09 03:31:22 main:574] : INFO : Epoch 1554 | loss: 0.0309999 | val_loss: 0.031255 | Time: 1352.65 ms [2021-05-09 03:31:23 main:574] : INFO : Epoch 1555 | loss: 0.0309992 | val_loss: 0.0312562 | Time: 1347.5 ms [2021-05-09 03:31:25 main:574] : INFO : Epoch 1556 | loss: 0.0309854 | val_loss: 0.031273 | Time: 1349.53 ms [2021-05-09 03:31:26 main:574] : INFO : Epoch 1557 | loss: 0.0309886 | val_loss: 0.0312595 | Time: 1350.64 ms [2021-05-09 03:31:27 main:574] : INFO : Epoch 1558 | loss: 0.0309904 | val_loss: 0.0312631 | Time: 1360.81 ms [2021-05-09 03:31:29 main:574] : INFO : Epoch 1559 | loss: 0.0309785 | val_loss: 0.0312497 | Time: 1348.97 ms [2021-05-09 03:31:30 main:574] : INFO : Epoch 1560 | loss: 0.0309885 | val_loss: 0.031254 | Time: 1358.25 ms [2021-05-09 03:31:31 main:574] : INFO : Epoch 1561 | loss: 0.0309855 | val_loss: 0.0312411 | Time: 1361.21 ms [2021-05-09 03:31:33 main:574] : INFO : Epoch 1562 | loss: 0.0309858 | val_loss: 0.0312324 | Time: 1346.42 ms [2021-05-09 03:31:34 main:574] : INFO : Epoch 1563 | loss: 0.0309922 | val_loss: 0.0312429 | Time: 1357.68 ms [2021-05-09 03:31:35 main:574] : INFO : Epoch 1564 | loss: 0.0309835 | val_loss: 0.0312743 | Time: 1354.84 ms [2021-05-09 03:31:37 main:574] : INFO : Epoch 1565 | loss: 0.0309837 | val_loss: 0.0312503 | Time: 1357.72 ms [2021-05-09 03:31:38 main:574] : INFO : Epoch 1566 | loss: 0.0309958 | val_loss: 0.031242 | Time: 1361.23 ms [2021-05-09 03:31:39 main:574] : INFO : Epoch 1567 | loss: 0.0309902 | val_loss: 0.0312542 | Time: 1348.11 ms [2021-05-09 03:31:41 main:574] : INFO : Epoch 1568 | loss: 0.0309855 | val_loss: 0.0312322 | Time: 1338.53 ms [2021-05-09 03:31:42 main:574] : INFO : Epoch 1569 | loss: 0.0309746 | val_loss: 0.0312739 | Time: 1339.08 ms [2021-05-09 03:31:44 main:574] : INFO : Epoch 1570 | loss: 0.0309784 | val_loss: 0.0312597 | Time: 1351.71 ms [2021-05-09 03:31:45 main:574] : INFO : Epoch 1571 | loss: 0.0309774 | val_loss: 0.0312294 | Time: 1346.88 ms [2021-05-09 03:31:46 main:574] : INFO : Epoch 1572 | loss: 0.0309763 | val_loss: 0.0312798 | Time: 1351.58 ms [2021-05-09 03:31:48 main:574] : INFO : Epoch 1573 | loss: 0.0309723 | val_loss: 0.0312562 | Time: 1358.14 ms [2021-05-09 03:31:49 main:574] : INFO : Epoch 1574 | loss: 0.0309832 | val_loss: 0.0312946 | Time: 1345.49 ms [2021-05-09 03:31:50 main:574] : INFO : Epoch 1575 | loss: 0.0309917 | val_loss: 0.0312361 | Time: 1357.2 ms [2021-05-09 03:31:52 main:574] : INFO : Epoch 1576 | loss: 0.0309843 | val_loss: 0.0312466 | Time: 1347.39 ms [2021-05-09 03:31:53 main:574] : INFO : Epoch 1577 | loss: 0.0309876 | val_loss: 0.0312539 | Time: 1345.13 ms [2021-05-09 03:31:54 main:574] : INFO : Epoch 1578 | loss: 0.0309918 | val_loss: 0.0312537 | Time: 1368.14 ms [2021-05-09 03:31:56 main:574] : INFO : Epoch 1579 | loss: 0.0309781 | val_loss: 0.0312453 | Time: 1346.17 ms [2021-05-09 03:31:57 main:574] : INFO : Epoch 1580 | loss: 0.0309768 | val_loss: 0.0312778 | Time: 1340.52 ms [2021-05-09 03:31:58 main:574] : INFO : Epoch 1581 | loss: 0.0309772 | val_loss: 0.031238 | Time: 1349.68 ms [2021-05-09 03:32:00 main:574] : INFO : Epoch 1582 | loss: 0.0309807 | val_loss: 0.0312412 | Time: 1350.09 ms [2021-05-09 03:32:01 main:574] : INFO : Epoch 1583 | loss: 0.030981 | val_loss: 0.0312439 | Time: 1350.81 ms [2021-05-09 03:32:02 main:574] : INFO : Epoch 1584 | loss: 0.0309831 | val_loss: 0.0312472 | Time: 1357.61 ms [2021-05-09 03:32:04 main:574] : INFO : Epoch 1585 | loss: 0.0309903 | val_loss: 0.0312334 | Time: 1351.66 ms [2021-05-09 03:32:05 main:574] : INFO : Epoch 1586 | loss: 0.0309771 | val_loss: 0.031273 | Time: 1343.1 ms [2021-05-09 03:32:07 main:574] : INFO : Epoch 1587 | loss: 0.0309788 | val_loss: 0.0312581 | Time: 1362.75 ms [2021-05-09 03:32:08 main:574] : INFO : Epoch 1588 | loss: 0.0309786 | val_loss: 0.0312668 | Time: 1352.92 ms [2021-05-09 03:32:09 main:574] : INFO : Epoch 1589 | loss: 0.0309773 | val_loss: 0.0312715 | Time: 1367.38 ms [2021-05-09 03:32:11 main:574] : INFO : Epoch 1590 | loss: 0.0309731 | val_loss: 0.0312329 | Time: 1349.31 ms [2021-05-09 03:32:12 main:574] : INFO : Epoch 1591 | loss: 0.0309841 | val_loss: 0.0312546 | Time: 1346.17 ms [2021-05-09 03:32:13 main:574] : INFO : Epoch 1592 | loss: 0.0309825 | val_loss: 0.0312736 | Time: 1345.76 ms [2021-05-09 03:32:15 main:574] : INFO : Epoch 1593 | loss: 0.0309796 | val_loss: 0.0312435 | Time: 1344.84 ms [2021-05-09 03:32:16 main:574] : INFO : Epoch 1594 | loss: 0.0309884 | val_loss: 0.0312356 | Time: 1350.17 ms [2021-05-09 03:32:17 main:574] : INFO : Epoch 1595 | loss: 0.0309899 | val_loss: 0.031257 | Time: 1348.36 ms [2021-05-09 03:32:19 main:574] : INFO : Epoch 1596 | loss: 0.0309859 | val_loss: 0.0312469 | Time: 1348.43 ms [2021-05-09 03:32:20 main:574] : INFO : Epoch 1597 | loss: 0.0309857 | val_loss: 0.0312612 | Time: 1352.5 ms [2021-05-09 03:32:21 main:574] : INFO : Epoch 1598 | loss: 0.0309816 | val_loss: 0.0312674 | Time: 1350.83 ms [2021-05-09 03:32:23 main:574] : INFO : Epoch 1599 | loss: 0.0309789 | val_loss: 0.0312528 | Time: 1346.81 ms [2021-05-09 03:32:24 main:574] : INFO : Epoch 1600 | loss: 0.0309855 | val_loss: 0.0312472 | Time: 1347.3 ms [2021-05-09 03:32:26 main:574] : INFO : Epoch 1601 | loss: 0.0309828 | val_loss: 0.0312739 | Time: 1354.23 ms [2021-05-09 03:32:27 main:574] : INFO : Epoch 1602 | loss: 0.030995 | val_loss: 0.0312687 | Time: 1357.54 ms [2021-05-09 03:32:28 main:574] : INFO : Epoch 1603 | loss: 0.0309877 | val_loss: 0.0312488 | Time: 1357.39 ms [2021-05-09 03:32:30 main:574] : INFO : Epoch 1604 | loss: 0.0309756 | val_loss: 0.031258 | Time: 1346.63 ms [2021-05-09 03:32:31 main:574] : INFO : Epoch 1605 | loss: 0.0309814 | val_loss: 0.0312569 | Time: 1340.82 ms [2021-05-09 03:32:32 main:574] : INFO : Epoch 1606 | loss: 0.0309793 | val_loss: 0.0312659 | Time: 1353.58 ms [2021-05-09 03:32:34 main:574] : INFO : Epoch 1607 | loss: 0.0309839 | val_loss: 0.0312681 | Time: 1346.82 ms [2021-05-09 03:32:35 main:574] : INFO : Epoch 1608 | loss: 0.0309827 | val_loss: 0.0312702 | Time: 1346.39 ms [2021-05-09 03:32:36 main:574] : INFO : Epoch 1609 | loss: 0.0309775 | val_loss: 0.0312355 | Time: 1378.13 ms [2021-05-09 03:32:38 main:574] : INFO : Epoch 1610 | loss: 0.0309789 | val_loss: 0.031266 | Time: 1348.82 ms [2021-05-09 03:32:39 main:574] : INFO : Epoch 1611 | loss: 0.0309793 | val_loss: 0.0312656 | Time: 1343.59 ms [2021-05-09 03:32:40 main:574] : INFO : Epoch 1612 | loss: 0.0309875 | val_loss: 0.0312525 | Time: 1372 ms [2021-05-09 03:32:42 main:574] : INFO : Epoch 1613 | loss: 0.0309822 | val_loss: 0.0312452 | Time: 1349.73 ms [2021-05-09 03:32:43 main:574] : INFO : Epoch 1614 | loss: 0.0309815 | val_loss: 0.0312566 | Time: 1344.55 ms [2021-05-09 03:32:45 main:574] : INFO : Epoch 1615 | loss: 0.0309819 | val_loss: 0.031237 | Time: 1356.4 ms [2021-05-09 03:32:46 main:574] : INFO : Epoch 1616 | loss: 0.0309844 | val_loss: 0.031241 | Time: 1345.94 ms [2021-05-09 03:32:47 main:574] : INFO : Epoch 1617 | loss: 0.0309846 | val_loss: 0.0312713 | Time: 1348.99 ms [2021-05-09 03:32:49 main:574] : INFO : Epoch 1618 | loss: 0.0309903 | val_loss: 0.0312486 | Time: 1341.15 ms [2021-05-09 03:32:50 main:574] : INFO : Epoch 1619 | loss: 0.030982 | val_loss: 0.0312407 | Time: 1344.16 ms [2021-05-09 03:32:51 main:574] : INFO : Epoch 1620 | loss: 0.0309888 | val_loss: 0.0312488 | Time: 1364.89 ms [2021-05-09 03:32:53 main:574] : INFO : Epoch 1621 | loss: 0.0309873 | val_loss: 0.0312559 | Time: 1347.37 ms [2021-05-09 03:32:54 main:574] : INFO : Epoch 1622 | loss: 0.030983 | val_loss: 0.0312544 | Time: 1346.2 ms [2021-05-09 03:32:55 main:574] : INFO : Epoch 1623 | loss: 0.0309826 | val_loss: 0.031272 | Time: 1349.65 ms [2021-05-09 03:32:57 main:574] : INFO : Epoch 1624 | loss: 0.0309856 | val_loss: 0.0312494 | Time: 1343.67 ms [2021-05-09 03:32:58 main:574] : INFO : Epoch 1625 | loss: 0.0309804 | val_loss: 0.0312312 | Time: 1372.1 ms [2021-05-09 03:32:59 main:574] : INFO : Epoch 1626 | loss: 0.0309826 | val_loss: 0.0312463 | Time: 1346.22 ms [2021-05-09 03:33:01 main:574] : INFO : Epoch 1627 | loss: 0.0309794 | val_loss: 0.031254 | Time: 1350.92 ms [2021-05-09 03:33:02 main:574] : INFO : Epoch 1628 | loss: 0.0309784 | val_loss: 0.0312631 | Time: 1347.9 ms [2021-05-09 03:33:03 main:574] : INFO : Epoch 1629 | loss: 0.0309909 | val_loss: 0.0312409 | Time: 1362.7 ms [2021-05-09 03:33:05 main:574] : INFO : Epoch 1630 | loss: 0.030988 | val_loss: 0.0312418 | Time: 1343.01 ms [2021-05-09 03:33:06 main:574] : INFO : Epoch 1631 | loss: 0.0309829 | val_loss: 0.0312446 | Time: 1348.31 ms [2021-05-09 03:33:08 main:574] : INFO : Epoch 1632 | loss: 0.0309823 | val_loss: 0.031261 | Time: 1350.5 ms [2021-05-09 03:33:09 main:574] : INFO : Epoch 1633 | loss: 0.0309822 | val_loss: 0.0312598 | Time: 1353.23 ms [2021-05-09 03:33:10 main:574] : INFO : Epoch 1634 | loss: 0.0309841 | val_loss: 0.0312707 | Time: 1367.41 ms [2021-05-09 03:33:12 main:574] : INFO : Epoch 1635 | loss: 0.0309882 | val_loss: 0.0312535 | Time: 1347.62 ms [2021-05-09 03:33:13 main:574] : INFO : Epoch 1636 | loss: 0.030978 | val_loss: 0.0312713 | Time: 1347.78 ms [2021-05-09 03:33:14 main:574] : INFO : Epoch 1637 | loss: 0.0309804 | val_loss: 0.0312576 | Time: 1370.48 ms [2021-05-09 03:33:16 main:574] : INFO : Epoch 1638 | loss: 0.0309829 | val_loss: 0.0312562 | Time: 1339.9 ms [2021-05-09 03:33:17 main:574] : INFO : Epoch 1639 | loss: 0.0309813 | val_loss: 0.0312579 | Time: 1355.77 ms [2021-05-09 03:33:18 main:574] : INFO : Epoch 1640 | loss: 0.0309835 | val_loss: 0.0312489 | Time: 1353.14 ms [2021-05-09 03:33:20 main:574] : INFO : Epoch 1641 | loss: 0.0309898 | val_loss: 0.0312385 | Time: 1348.74 ms [2021-05-09 03:33:21 main:574] : INFO : Epoch 1642 | loss: 0.0309843 | val_loss: 0.0312612 | Time: 1340.01 ms [2021-05-09 03:33:22 main:574] : INFO : Epoch 1643 | loss: 0.0309805 | val_loss: 0.0312527 | Time: 1345.44 ms [2021-05-09 03:33:24 main:574] : INFO : Epoch 1644 | loss: 0.0309843 | val_loss: 0.031249 | Time: 1347.82 ms [2021-05-09 03:33:25 main:574] : INFO : Epoch 1645 | loss: 0.0309814 | val_loss: 0.0312747 | Time: 1340.99 ms [2021-05-09 03:33:27 main:574] : INFO : Epoch 1646 | loss: 0.0309805 | val_loss: 0.0312353 | Time: 1357.21 ms [2021-05-09 03:33:28 main:574] : INFO : Epoch 1647 | loss: 0.0309807 | val_loss: 0.0312641 | Time: 1347.65 ms [2021-05-09 03:33:29 main:574] : INFO : Epoch 1648 | loss: 0.0309822 | val_loss: 0.0312417 | Time: 1357.3 ms [2021-05-09 03:33:31 main:574] : INFO : Epoch 1649 | loss: 0.0309797 | val_loss: 0.0312445 | Time: 1355.71 ms [2021-05-09 03:33:32 main:574] : INFO : Epoch 1650 | loss: 0.0309781 | val_loss: 0.0312496 | Time: 1353.04 ms [2021-05-09 03:33:33 main:574] : INFO : Epoch 1651 | loss: 0.0309794 | val_loss: 0.0312546 | Time: 1353.25 ms [2021-05-09 03:33:35 main:574] : INFO : Epoch 1652 | loss: 0.0309783 | val_loss: 0.0312398 | Time: 1346.34 ms [2021-05-09 03:33:36 main:574] : INFO : Epoch 1653 | loss: 0.030985 | val_loss: 0.0312463 | Time: 1348.16 ms [2021-05-09 03:33:37 main:574] : INFO : Epoch 1654 | loss: 0.030993 | val_loss: 0.031254 | Time: 1351.32 ms [2021-05-09 03:33:39 main:574] : INFO : Epoch 1655 | loss: 0.0309792 | val_loss: 0.0312528 | Time: 1346.98 ms [2021-05-09 03:33:40 main:574] : INFO : Epoch 1656 | loss: 0.0309773 | val_loss: 0.0312619 | Time: 1345.98 ms [2021-05-09 03:33:41 main:574] : INFO : Epoch 1657 | loss: 0.0309836 | val_loss: 0.0312623 | Time: 1348.78 ms [2021-05-09 03:33:43 main:574] : INFO : Epoch 1658 | loss: 0.030978 | val_loss: 0.0312361 | Time: 1351.66 ms [2021-05-09 03:33:44 main:574] : INFO : Epoch 1659 | loss: 0.0309765 | val_loss: 0.0312665 | Time: 1354.68 ms [2021-05-09 03:33:45 main:574] : INFO : Epoch 1660 | loss: 0.030981 | val_loss: 0.0312757 | Time: 1352.3 ms [2021-05-09 03:33:47 main:574] : INFO : Epoch 1661 | loss: 0.0309984 | val_loss: 0.0312437 | Time: 1355.13 ms [2021-05-09 03:33:48 main:574] : INFO : Epoch 1662 | loss: 0.0309895 | val_loss: 0.0312545 | Time: 1345.3 ms [2021-05-09 03:33:50 main:574] : INFO : Epoch 1663 | loss: 0.0309831 | val_loss: 0.0312461 | Time: 1347.02 ms [2021-05-09 03:33:51 main:574] : INFO : Epoch 1664 | loss: 0.0309836 | val_loss: 0.031244 | Time: 1348.06 ms [2021-05-09 03:33:52 main:574] : INFO : Epoch 1665 | loss: 0.0309898 | val_loss: 0.0312247 | Time: 1356.03 ms [2021-05-09 03:33:54 main:574] : INFO : Epoch 1666 | loss: 0.0309774 | val_loss: 0.0312616 | Time: 1356.72 ms [2021-05-09 03:33:55 main:574] : INFO : Epoch 1667 | loss: 0.0309842 | val_loss: 0.0312623 | Time: 1336.81 ms [2021-05-09 03:33:56 main:574] : INFO : Epoch 1668 | loss: 0.0309835 | val_loss: 0.0312421 | Time: 1356.94 ms [2021-05-09 03:33:58 main:574] : INFO : Epoch 1669 | loss: 0.0309952 | val_loss: 0.0312253 | Time: 1343.07 ms [2021-05-09 03:33:59 main:574] : INFO : Epoch 1670 | loss: 0.0310014 | val_loss: 0.0312279 | Time: 1345.72 ms [2021-05-09 03:34:00 main:574] : INFO : Epoch 1671 | loss: 0.031 | val_loss: 0.0312359 | Time: 1353.44 ms [2021-05-09 03:34:02 main:574] : INFO : Epoch 1672 | loss: 0.0309938 | val_loss: 0.0312301 | Time: 1350.92 ms [2021-05-09 03:34:03 main:574] : INFO : Epoch 1673 | loss: 0.0309821 | val_loss: 0.0312598 | Time: 1340.51 ms [2021-05-09 03:34:04 main:574] : INFO : Epoch 1674 | loss: 0.0309748 | val_loss: 0.0312647 | Time: 1360.7 ms [2021-05-09 03:34:06 main:574] : INFO : Epoch 1675 | loss: 0.0309795 | val_loss: 0.0312442 | Time: 1358.28 ms [2021-05-09 03:34:07 main:574] : INFO : Epoch 1676 | loss: 0.030982 | val_loss: 0.0312459 | Time: 1352.91 ms [2021-05-09 03:34:09 main:574] : INFO : Epoch 1677 | loss: 0.030981 | val_loss: 0.031261 | Time: 1355.36 ms [2021-05-09 03:34:10 main:574] : INFO : Epoch 1678 | loss: 0.0309873 | val_loss: 0.0312464 | Time: 1343.67 ms [2021-05-09 03:34:11 main:574] : INFO : Epoch 1679 | loss: 0.0309884 | val_loss: 0.0312476 | Time: 1358.28 ms [2021-05-09 03:34:13 main:574] : INFO : Epoch 1680 | loss: 0.0309818 | val_loss: 0.0312575 | Time: 1349.25 ms [2021-05-09 03:34:14 main:574] : INFO : Epoch 1681 | loss: 0.0310013 | val_loss: 0.0312641 | Time: 1344.2 ms [2021-05-09 03:34:15 main:574] : INFO : Epoch 1682 | loss: 0.0310095 | val_loss: 0.0312662 | Time: 1364.53 ms [2021-05-09 03:34:17 main:574] : INFO : Epoch 1683 | loss: 0.0309918 | val_loss: 0.0312433 | Time: 1360.41 ms [2021-05-09 03:34:18 main:574] : INFO : Epoch 1684 | loss: 0.0309809 | val_loss: 0.0312453 | Time: 1345.79 ms [2021-05-09 03:34:19 main:574] : INFO : Epoch 1685 | loss: 0.0309846 | val_loss: 0.0312453 | Time: 1352.4 ms [2021-05-09 03:34:21 main:574] : INFO : Epoch 1686 | loss: 0.0309818 | val_loss: 0.0312656 | Time: 1343.14 ms [2021-05-09 03:34:22 main:574] : INFO : Epoch 1687 | loss: 0.0309886 | val_loss: 0.0312845 | Time: 1340.55 ms [2021-05-09 03:34:23 main:574] : INFO : Epoch 1688 | loss: 0.0309852 | val_loss: 0.0312835 | Time: 1362.6 ms [2021-05-09 03:34:25 main:574] : INFO : Epoch 1689 | loss: 0.0309851 | val_loss: 0.031233 | Time: 1350.43 ms [2021-05-09 03:34:26 main:574] : INFO : Epoch 1690 | loss: 0.0309844 | val_loss: 0.0312407 | Time: 1353.26 ms [2021-05-09 03:34:27 main:574] : INFO : Epoch 1691 | loss: 0.0309861 | val_loss: 0.0312553 | Time: 1353.11 ms [2021-05-09 03:34:29 main:574] : INFO : Epoch 1692 | loss: 0.0309795 | val_loss: 0.0312678 | Time: 1346.98 ms [2021-05-09 03:34:30 main:574] : INFO : Epoch 1693 | loss: 0.0309866 | val_loss: 0.0312543 | Time: 1344.06 ms [2021-05-09 03:34:32 main:574] : INFO : Epoch 1694 | loss: 0.0309871 | val_loss: 0.0312608 | Time: 1357.55 ms [2021-05-09 03:34:33 main:574] : INFO : Epoch 1695 | loss: 0.0309872 | val_loss: 0.0312428 | Time: 1347.79 ms [2021-05-09 03:34:34 main:574] : INFO : Epoch 1696 | loss: 0.0309779 | val_loss: 0.031262 | Time: 1359.69 ms [2021-05-09 03:34:36 main:574] : INFO : Epoch 1697 | loss: 0.030978 | val_loss: 0.0312626 | Time: 1349.11 ms [2021-05-09 03:34:37 main:574] : INFO : Epoch 1698 | loss: 0.0309738 | val_loss: 0.0312639 | Time: 1341.55 ms [2021-05-09 03:34:38 main:574] : INFO : Epoch 1699 | loss: 0.0309843 | val_loss: 0.031243 | Time: 1356.84 ms [2021-05-09 03:34:40 main:574] : INFO : Epoch 1700 | loss: 0.0309869 | val_loss: 0.0312748 | Time: 1340.14 ms [2021-05-09 03:34:41 main:574] : INFO : Epoch 1701 | loss: 0.030989 | val_loss: 0.0312351 | Time: 1347.23 ms [2021-05-09 03:34:42 main:574] : INFO : Epoch 1702 | loss: 0.0309944 | val_loss: 0.0312338 | Time: 1358.99 ms [2021-05-09 03:34:44 main:574] : INFO : Epoch 1703 | loss: 0.0309912 | val_loss: 0.0312478 | Time: 1353.17 ms [2021-05-09 03:34:45 main:574] : INFO : Epoch 1704 | loss: 0.0309723 | val_loss: 0.0312661 | Time: 1341.93 ms [2021-05-09 03:34:46 main:574] : INFO : Epoch 1705 | loss: 0.0309785 | val_loss: 0.0312564 | Time: 1358.18 ms [2021-05-09 03:34:48 main:574] : INFO : Epoch 1706 | loss: 0.0309875 | val_loss: 0.0312528 | Time: 1352.95 ms [2021-05-09 03:34:49 main:574] : INFO : Epoch 1707 | loss: 0.0309826 | val_loss: 0.0312545 | Time: 1340.53 ms [2021-05-09 03:34:51 main:574] : INFO : Epoch 1708 | loss: 0.0309763 | val_loss: 0.0312286 | Time: 1364.79 ms [2021-05-09 03:34:52 main:574] : INFO : Epoch 1709 | loss: 0.0309758 | val_loss: 0.0312511 | Time: 1349.14 ms [2021-05-09 03:34:53 main:574] : INFO : Epoch 1710 | loss: 0.0309807 | val_loss: 0.0312653 | Time: 1360.87 ms [2021-05-09 03:34:55 main:574] : INFO : Epoch 1711 | loss: 0.0309793 | val_loss: 0.0312417 | Time: 1343.74 ms [2021-05-09 03:34:56 main:574] : INFO : Epoch 1712 | loss: 0.0309841 | val_loss: 0.031252 | Time: 1349.26 ms [2021-05-09 03:34:57 main:574] : INFO : Epoch 1713 | loss: 0.0309768 | val_loss: 0.0312602 | Time: 1345.31 ms [2021-05-09 03:34:59 main:574] : INFO : Epoch 1714 | loss: 0.0309798 | val_loss: 0.031249 | Time: 1342.14 ms [2021-05-09 03:35:00 main:574] : INFO : Epoch 1715 | loss: 0.0309746 | val_loss: 0.0312534 | Time: 1356.36 ms [2021-05-09 03:35:01 main:574] : INFO : Epoch 1716 | loss: 0.0309781 | val_loss: 0.0312637 | Time: 1353.45 ms [2021-05-09 03:35:03 main:574] : INFO : Epoch 1717 | loss: 0.0309803 | val_loss: 0.0312665 | Time: 1344.7 ms [2021-05-09 03:35:04 main:574] : INFO : Epoch 1718 | loss: 0.0309825 | val_loss: 0.0312563 | Time: 1366.18 ms [2021-05-09 03:35:05 main:574] : INFO : Epoch 1719 | loss: 0.0309777 | val_loss: 0.0312501 | Time: 1355.94 ms [2021-05-09 03:35:07 main:574] : INFO : Epoch 1720 | loss: 0.0309862 | val_loss: 0.0312578 | Time: 1341.72 ms [2021-05-09 03:35:08 main:574] : INFO : Epoch 1721 | loss: 0.0309966 | val_loss: 0.031273 | Time: 1353.9 ms [2021-05-09 03:35:10 main:574] : INFO : Epoch 1722 | loss: 0.0309831 | val_loss: 0.0312568 | Time: 1363.56 ms [2021-05-09 03:35:11 main:574] : INFO : Epoch 1723 | loss: 0.0309803 | val_loss: 0.0312559 | Time: 1340.04 ms [2021-05-09 03:35:12 main:574] : INFO : Epoch 1724 | loss: 0.0309817 | val_loss: 0.031264 | Time: 1351.45 ms [2021-05-09 03:35:14 main:574] : INFO : Epoch 1725 | loss: 0.0309788 | val_loss: 0.031251 | Time: 1349.86 ms [2021-05-09 03:35:15 main:574] : INFO : Epoch 1726 | loss: 0.0309798 | val_loss: 0.0312598 | Time: 1342.91 ms [2021-05-09 03:35:16 main:574] : INFO : Epoch 1727 | loss: 0.0309957 | val_loss: 0.0312646 | Time: 1350.55 ms [2021-05-09 03:35:18 main:574] : INFO : Epoch 1728 | loss: 0.0309922 | val_loss: 0.0312521 | Time: 1350.08 ms [2021-05-09 03:35:19 main:574] : INFO : Epoch 1729 | loss: 0.0309775 | val_loss: 0.031243 | Time: 1340.68 ms [2021-05-09 03:35:20 main:574] : INFO : Epoch 1730 | loss: 0.0309755 | val_loss: 0.0312375 | Time: 1366.55 ms [2021-05-09 03:35:22 main:574] : INFO : Epoch 1731 | loss: 0.0309833 | val_loss: 0.0312626 | Time: 1342.72 ms [2021-05-09 03:35:23 main:574] : INFO : Epoch 1732 | loss: 0.0310449 | val_loss: 0.0312088 | Time: 1341.81 ms [2021-05-09 03:35:24 main:574] : INFO : Epoch 1733 | loss: 0.0310346 | val_loss: 0.0312113 | Time: 1355.69 ms [2021-05-09 03:35:26 main:574] : INFO : Epoch 1734 | loss: 0.0310078 | val_loss: 0.0312496 | Time: 1344.74 ms [2021-05-09 03:35:27 main:574] : INFO : Epoch 1735 | loss: 0.0309948 | val_loss: 0.0312774 | Time: 1337.43 ms [2021-05-09 03:35:28 main:574] : INFO : Epoch 1736 | loss: 0.0309839 | val_loss: 0.0312624 | Time: 1348.01 ms [2021-05-09 03:35:30 main:574] : INFO : Epoch 1737 | loss: 0.0309871 | val_loss: 0.0312396 | Time: 1354.68 ms [2021-05-09 03:35:31 main:574] : INFO : Epoch 1738 | loss: 0.0309875 | val_loss: 0.0312364 | Time: 1347.74 ms [2021-05-09 03:35:33 main:574] : INFO : Epoch 1739 | loss: 0.0309902 | val_loss: 0.0312472 | Time: 1354.55 ms [2021-05-09 03:35:34 main:574] : INFO : Epoch 1740 | loss: 0.0309837 | val_loss: 0.0312369 | Time: 1348.93 ms [2021-05-09 03:35:35 main:574] : INFO : Epoch 1741 | loss: 0.0309858 | val_loss: 0.0312475 | Time: 1349.76 ms [2021-05-09 03:35:37 main:574] : INFO : Epoch 1742 | loss: 0.0309833 | val_loss: 0.0312603 | Time: 1356.84 ms [2021-05-09 03:35:38 main:574] : INFO : Epoch 1743 | loss: 0.0309771 | val_loss: 0.0312571 | Time: 1335.98 ms [2021-05-09 03:35:39 main:574] : INFO : Epoch 1744 | loss: 0.030985 | val_loss: 0.0312526 | Time: 1362.01 ms [2021-05-09 03:35:41 main:574] : INFO : Epoch 1745 | loss: 0.0309895 | val_loss: 0.0312362 | Time: 1338.33 ms [2021-05-09 03:35:42 main:574] : INFO : Epoch 1746 | loss: 0.0309781 | val_loss: 0.0312525 | Time: 1344.28 ms [2021-05-09 03:35:43 main:574] : INFO : Epoch 1747 | loss: 0.0309771 | val_loss: 0.0312467 | Time: 1350.06 ms [2021-05-09 03:35:45 main:574] : INFO : Epoch 1748 | loss: 0.0309882 | val_loss: 0.0312685 | Time: 1339.79 ms [2021-05-09 03:35:46 main:574] : INFO : Epoch 1749 | loss: 0.0309924 | val_loss: 0.0312502 | Time: 1345.98 ms [2021-05-09 03:35:47 main:574] : INFO : Epoch 1750 | loss: 0.0309859 | val_loss: 0.0312288 | Time: 1348.41 ms [2021-05-09 03:35:49 main:574] : INFO : Epoch 1751 | loss: 0.0309836 | val_loss: 0.0312496 | Time: 1344 ms [2021-05-09 03:35:50 main:574] : INFO : Epoch 1752 | loss: 0.030979 | val_loss: 0.031247 | Time: 1347.08 ms [2021-05-09 03:35:51 main:574] : INFO : Epoch 1753 | loss: 0.0309901 | val_loss: 0.0312333 | Time: 1355.45 ms [2021-05-09 03:35:53 main:574] : INFO : Epoch 1754 | loss: 0.030989 | val_loss: 0.0312461 | Time: 1368.27 ms [2021-05-09 03:35:54 main:574] : INFO : Epoch 1755 | loss: 0.0309871 | val_loss: 0.0312354 | Time: 1357.97 ms [2021-05-09 03:35:56 main:574] : INFO : Epoch 1756 | loss: 0.0309761 | val_loss: 0.031282 | Time: 1358.29 ms [2021-05-09 03:35:57 main:574] : INFO : Epoch 1757 | loss: 0.0309798 | val_loss: 0.0312497 | Time: 1342.05 ms [2021-05-09 03:35:58 main:574] : INFO : Epoch 1758 | loss: 0.0309815 | val_loss: 0.0312802 | Time: 1346.89 ms [2021-05-09 03:36:00 main:574] : INFO : Epoch 1759 | loss: 0.0309773 | val_loss: 0.0312483 | Time: 1346.6 ms [2021-05-09 03:36:01 main:574] : INFO : Epoch 1760 | loss: 0.0309774 | val_loss: 0.0312575 | Time: 1345.68 ms [2021-05-09 03:36:02 main:574] : INFO : Epoch 1761 | loss: 0.0309829 | val_loss: 0.0312462 | Time: 1353.86 ms [2021-05-09 03:36:04 main:574] : INFO : Epoch 1762 | loss: 0.0309816 | val_loss: 0.0312603 | Time: 1349.73 ms [2021-05-09 03:36:05 main:574] : INFO : Epoch 1763 | loss: 0.0309758 | val_loss: 0.0312751 | Time: 1344.26 ms [2021-05-09 03:36:06 main:574] : INFO : Epoch 1764 | loss: 0.0309839 | val_loss: 0.0312488 | Time: 1356.71 ms [2021-05-09 03:36:08 main:574] : INFO : Epoch 1765 | loss: 0.0309902 | val_loss: 0.0312227 | Time: 1353.69 ms [2021-05-09 03:36:09 main:574] : INFO : Epoch 1766 | loss: 0.0310034 | val_loss: 0.0312314 | Time: 1351.59 ms [2021-05-09 03:36:10 main:574] : INFO : Epoch 1767 | loss: 0.0309847 | val_loss: 0.0312663 | Time: 1357.46 ms [2021-05-09 03:36:12 main:574] : INFO : Epoch 1768 | loss: 0.03099 | val_loss: 0.0312639 | Time: 1353.18 ms [2021-05-09 03:36:13 main:574] : INFO : Epoch 1769 | loss: 0.0309855 | val_loss: 0.0312626 | Time: 1350.39 ms [2021-05-09 03:36:15 main:574] : INFO : Epoch 1770 | loss: 0.0309841 | val_loss: 0.0312536 | Time: 1354.72 ms [2021-05-09 03:36:16 main:574] : INFO : Epoch 1771 | loss: 0.0309807 | val_loss: 0.0312427 | Time: 1347.97 ms [2021-05-09 03:36:17 main:574] : INFO : Epoch 1772 | loss: 0.0309698 | val_loss: 0.0312841 | Time: 1345.75 ms [2021-05-09 03:36:19 main:574] : INFO : Epoch 1773 | loss: 0.0309758 | val_loss: 0.0312356 | Time: 1349.34 ms [2021-05-09 03:36:20 main:574] : INFO : Epoch 1774 | loss: 0.03099 | val_loss: 0.0312275 | Time: 1345.51 ms [2021-05-09 03:36:21 main:574] : INFO : Epoch 1775 | loss: 0.0309902 | val_loss: 0.0312511 | Time: 1355.27 ms [2021-05-09 03:36:23 main:574] : INFO : Epoch 1776 | loss: 0.0309812 | val_loss: 0.0312664 | Time: 1344.01 ms [2021-05-09 03:36:24 main:574] : INFO : Epoch 1777 | loss: 0.0309735 | val_loss: 0.0312597 | Time: 1358.35 ms [2021-05-09 03:36:25 main:574] : INFO : Epoch 1778 | loss: 0.0309811 | val_loss: 0.0312483 | Time: 1370.48 ms [2021-05-09 03:36:27 main:574] : INFO : Epoch 1779 | loss: 0.0309856 | val_loss: 0.0312618 | Time: 1346.54 ms [2021-05-09 03:36:28 main:574] : INFO : Epoch 1780 | loss: 0.0309794 | val_loss: 0.0312584 | Time: 1351.22 ms [2021-05-09 03:36:29 main:574] : INFO : Epoch 1781 | loss: 0.0309766 | val_loss: 0.0312654 | Time: 1359.61 ms [2021-05-09 03:36:31 main:574] : INFO : Epoch 1782 | loss: 0.0309796 | val_loss: 0.0312527 | Time: 1352.9 ms [2021-05-09 03:36:32 main:574] : INFO : Epoch 1783 | loss: 0.030979 | val_loss: 0.031241 | Time: 1349.56 ms [2021-05-09 03:36:34 main:574] : INFO : Epoch 1784 | loss: 0.0309835 | val_loss: 0.0312739 | Time: 1351.8 ms [2021-05-09 03:36:35 main:574] : INFO : Epoch 1785 | loss: 0.0309817 | val_loss: 0.0312545 | Time: 1347.98 ms [2021-05-09 03:36:36 main:574] : INFO : Epoch 1786 | loss: 0.0309815 | val_loss: 0.0312558 | Time: 1350.98 ms [2021-05-09 03:36:38 main:574] : INFO : Epoch 1787 | loss: 0.0309796 | val_loss: 0.0312691 | Time: 1346.59 ms [2021-05-09 03:36:39 main:574] : INFO : Epoch 1788 | loss: 0.0309778 | val_loss: 0.0312559 | Time: 1338.77 ms [2021-05-09 03:36:40 main:574] : INFO : Epoch 1789 | loss: 0.0309707 | val_loss: 0.0312547 | Time: 1356.43 ms [2021-05-09 03:36:42 main:574] : INFO : Epoch 1790 | loss: 0.0309826 | val_loss: 0.0312363 | Time: 1342.18 ms [2021-05-09 03:36:43 main:574] : INFO : Epoch 1791 | loss: 0.0309794 | val_loss: 0.0312555 | Time: 1356.29 ms [2021-05-09 03:36:44 main:574] : INFO : Epoch 1792 | loss: 0.0309789 | val_loss: 0.0312668 | Time: 1356.61 ms [2021-05-09 03:36:46 main:574] : INFO : Epoch 1793 | loss: 0.0309788 | val_loss: 0.0312505 | Time: 1346.29 ms [2021-05-09 03:36:47 main:574] : INFO : Epoch 1794 | loss: 0.0309806 | val_loss: 0.031259 | Time: 1351.15 ms [2021-05-09 03:36:48 main:574] : INFO : Epoch 1795 | loss: 0.0309857 | val_loss: 0.0312558 | Time: 1354.54 ms [2021-05-09 03:36:50 main:574] : INFO : Epoch 1796 | loss: 0.0309849 | val_loss: 0.0312424 | Time: 1349.44 ms [2021-05-09 03:36:51 main:574] : INFO : Epoch 1797 | loss: 0.0309744 | val_loss: 0.0312672 | Time: 1339 ms [2021-05-09 03:36:52 main:574] : INFO : Epoch 1798 | loss: 0.0309832 | val_loss: 0.0312533 | Time: 1351.43 ms [2021-05-09 03:36:54 main:574] : INFO : Epoch 1799 | loss: 0.0309836 | val_loss: 0.0312628 | Time: 1344.32 ms [2021-05-09 03:36:55 main:574] : INFO : Epoch 1800 | loss: 0.0309785 | val_loss: 0.0312343 | Time: 1347.35 ms [2021-05-09 03:36:57 main:574] : INFO : Epoch 1801 | loss: 0.0309792 | val_loss: 0.0312685 | Time: 1345.45 ms [2021-05-09 03:36:58 main:574] : INFO : Epoch 1802 | loss: 0.0309865 | val_loss: 0.031228 | Time: 1344.76 ms [2021-05-09 03:36:59 main:574] : INFO : Epoch 1803 | loss: 0.0309853 | val_loss: 0.0312688 | Time: 1348.31 ms [2021-05-09 03:37:01 main:574] : INFO : Epoch 1804 | loss: 0.0309842 | val_loss: 0.0312608 | Time: 1345.4 ms [2021-05-09 03:37:02 main:574] : INFO : Epoch 1805 | loss: 0.0309897 | val_loss: 0.0312558 | Time: 1352.53 ms [2021-05-09 03:37:03 main:574] : INFO : Epoch 1806 | loss: 0.0309827 | val_loss: 0.0312366 | Time: 1358.79 ms [2021-05-09 03:37:05 main:574] : INFO : Epoch 1807 | loss: 0.0309802 | val_loss: 0.0312747 | Time: 1341.76 ms [2021-05-09 03:37:06 main:574] : INFO : Epoch 1808 | loss: 0.0309741 | val_loss: 0.0312621 | Time: 1361.1 ms [2021-05-09 03:37:07 main:574] : INFO : Epoch 1809 | loss: 0.0309765 | val_loss: 0.0312487 | Time: 1360.4 ms [2021-05-09 03:37:09 main:574] : INFO : Epoch 1810 | loss: 0.0309812 | val_loss: 0.0312529 | Time: 1341.92 ms [2021-05-09 03:37:10 main:574] : INFO : Epoch 1811 | loss: 0.0309748 | val_loss: 0.0312606 | Time: 1346.09 ms [2021-05-09 03:37:11 main:574] : INFO : Epoch 1812 | loss: 0.0309797 | val_loss: 0.0312438 | Time: 1346.62 ms [2021-05-09 03:37:13 main:574] : INFO : Epoch 1813 | loss: 0.0309763 | val_loss: 0.031264 | Time: 1352.06 ms [2021-05-09 03:37:14 main:574] : INFO : Epoch 1814 | loss: 0.0309772 | val_loss: 0.0312758 | Time: 1341.2 ms [2021-05-09 03:37:15 main:574] : INFO : Epoch 1815 | loss: 0.030985 | val_loss: 0.031234 | Time: 1359.85 ms [2021-05-09 03:37:17 main:574] : INFO : Epoch 1816 | loss: 0.0310097 | val_loss: 0.0312422 | Time: 1344.16 ms [2021-05-09 03:37:18 main:574] : INFO : Epoch 1817 | loss: 0.0309947 | val_loss: 0.0312579 | Time: 1339.88 ms [2021-05-09 03:37:20 main:574] : INFO : Epoch 1818 | loss: 0.0309963 | val_loss: 0.0312389 | Time: 1359.95 ms [2021-05-09 03:37:21 main:574] : INFO : Epoch 1819 | loss: 0.030978 | val_loss: 0.0312725 | Time: 1347.27 ms [2021-05-09 03:37:22 main:574] : INFO : Epoch 1820 | loss: 0.0309776 | val_loss: 0.0312454 | Time: 1358.19 ms [2021-05-09 03:37:24 main:574] : INFO : Epoch 1821 | loss: 0.0309856 | val_loss: 0.0312622 | Time: 1350.97 ms [2021-05-09 03:37:25 main:574] : INFO : Epoch 1822 | loss: 0.0309899 | val_loss: 0.0312486 | Time: 1346.37 ms [2021-05-09 03:37:26 main:574] : INFO : Epoch 1823 | loss: 0.0309822 | val_loss: 0.0312512 | Time: 1362.49 ms [2021-05-09 03:37:28 main:574] : INFO : Epoch 1824 | loss: 0.0309776 | val_loss: 0.0312645 | Time: 1348.77 ms [2021-05-09 03:37:29 main:574] : INFO : Epoch 1825 | loss: 0.0309857 | val_loss: 0.0312496 | Time: 1346.46 ms [2021-05-09 03:37:30 main:574] : INFO : Epoch 1826 | loss: 0.0309826 | val_loss: 0.0312423 | Time: 1367.22 ms [2021-05-09 03:37:32 main:574] : INFO : Epoch 1827 | loss: 0.0309809 | val_loss: 0.0312575 | Time: 1351.63 ms [2021-05-09 03:37:33 main:574] : INFO : Epoch 1828 | loss: 0.0309854 | val_loss: 0.0312489 | Time: 1342.58 ms [2021-05-09 03:37:34 main:574] : INFO : Epoch 1829 | loss: 0.0309799 | val_loss: 0.0312572 | Time: 1353.38 ms [2021-05-09 03:37:36 main:574] : INFO : Epoch 1830 | loss: 0.0309843 | val_loss: 0.0312485 | Time: 1359.56 ms [2021-05-09 03:37:37 main:574] : INFO : Epoch 1831 | loss: 0.0309785 | val_loss: 0.0312711 | Time: 1338.81 ms [2021-05-09 03:37:38 main:574] : INFO : Epoch 1832 | loss: 0.0309902 | val_loss: 0.0312437 | Time: 1352.74 ms [2021-05-09 03:37:40 main:574] : INFO : Epoch 1833 | loss: 0.0309804 | val_loss: 0.0312366 | Time: 1343.78 ms [2021-05-09 03:37:41 main:574] : INFO : Epoch 1834 | loss: 0.0310484 | val_loss: 0.0312242 | Time: 1353.34 ms [2021-05-09 03:37:43 main:574] : INFO : Epoch 1835 | loss: 0.0310196 | val_loss: 0.0312224 | Time: 1351.17 ms [2021-05-09 03:37:44 main:574] : INFO : Epoch 1836 | loss: 0.0309961 | val_loss: 0.031235 | Time: 1345.23 ms [2021-05-09 03:37:45 main:574] : INFO : Epoch 1837 | loss: 0.0309815 | val_loss: 0.0312627 | Time: 1360.51 ms [2021-05-09 03:37:47 main:574] : INFO : Epoch 1838 | loss: 0.0309763 | val_loss: 0.0312353 | Time: 1344.52 ms [2021-05-09 03:37:48 main:574] : INFO : Epoch 1839 | loss: 0.0309763 | val_loss: 0.0312728 | Time: 1352.79 ms [2021-05-09 03:37:49 main:574] : INFO : Epoch 1840 | loss: 0.0309786 | val_loss: 0.0312758 | Time: 1357.48 ms [2021-05-09 03:37:51 main:574] : INFO : Epoch 1841 | loss: 0.0309832 | val_loss: 0.0312539 | Time: 1348.05 ms [2021-05-09 03:37:52 main:574] : INFO : Epoch 1842 | loss: 0.0309794 | val_loss: 0.0312509 | Time: 1350.45 ms [2021-05-09 03:37:53 main:574] : INFO : Epoch 1843 | loss: 0.0309848 | val_loss: 0.0312605 | Time: 1353.08 ms [2021-05-09 03:37:55 main:574] : INFO : Epoch 1844 | loss: 0.0309802 | val_loss: 0.0312479 | Time: 1345.11 ms [2021-05-09 03:37:56 main:574] : INFO : Epoch 1845 | loss: 0.0309785 | val_loss: 0.0312444 | Time: 1347.96 ms [2021-05-09 03:37:57 main:574] : INFO : Epoch 1846 | loss: 0.0309781 | val_loss: 0.031262 | Time: 1349 ms [2021-05-09 03:37:59 main:574] : INFO : Epoch 1847 | loss: 0.0309753 | val_loss: 0.0312485 | Time: 1345.97 ms [2021-05-09 03:38:00 main:574] : INFO : Epoch 1848 | loss: 0.0309825 | val_loss: 0.0312561 | Time: 1347.25 ms [2021-05-09 03:38:02 main:574] : INFO : Epoch 1849 | loss: 0.0309835 | val_loss: 0.0312565 | Time: 1359.18 ms [2021-05-09 03:38:03 main:574] : INFO : Epoch 1850 | loss: 0.0309745 | val_loss: 0.0312461 | Time: 1343.65 ms [2021-05-09 03:38:04 main:574] : INFO : Epoch 1851 | loss: 0.0309827 | val_loss: 0.0312606 | Time: 1357.25 ms [2021-05-09 03:38:06 main:574] : INFO : Epoch 1852 | loss: 0.0309821 | val_loss: 0.0312464 | Time: 1361.61 ms [2021-05-09 03:38:07 main:574] : INFO : Epoch 1853 | loss: 0.0309786 | val_loss: 0.0312556 | Time: 1346.61 ms [2021-05-09 03:38:08 main:574] : INFO : Epoch 1854 | loss: 0.0309803 | val_loss: 0.0312371 | Time: 1347.29 ms [2021-05-09 03:38:10 main:574] : INFO : Epoch 1855 | loss: 0.0309798 | val_loss: 0.0312483 | Time: 1343.16 ms [2021-05-09 03:38:11 main:574] : INFO : Epoch 1856 | loss: 0.0309856 | val_loss: 0.0312409 | Time: 1350.66 ms [2021-05-09 03:38:12 main:574] : INFO : Epoch 1857 | loss: 0.0309984 | val_loss: 0.0312385 | Time: 1348.81 ms [2021-05-09 03:38:14 main:574] : INFO : Epoch 1858 | loss: 0.0309928 | val_loss: 0.0312275 | Time: 1351.44 ms [2021-05-09 03:38:15 main:574] : INFO : Epoch 1859 | loss: 0.0309854 | val_loss: 0.0312491 | Time: 1345.76 ms [2021-05-09 03:38:16 main:574] : INFO : Epoch 1860 | loss: 0.0309867 | val_loss: 0.0312443 | Time: 1351.3 ms [2021-05-09 03:38:18 main:574] : INFO : Epoch 1861 | loss: 0.0309857 | val_loss: 0.0312577 | Time: 1361.06 ms [2021-05-09 03:38:19 main:574] : INFO : Epoch 1862 | loss: 0.0309866 | val_loss: 0.0312547 | Time: 1344.17 ms [2021-05-09 03:38:20 main:574] : INFO : Epoch 1863 | loss: 0.0309862 | val_loss: 0.031249 | Time: 1345.28 ms [2021-05-09 03:38:22 main:574] : INFO : Epoch 1864 | loss: 0.030987 | val_loss: 0.0312252 | Time: 1342.55 ms [2021-05-09 03:38:23 main:574] : INFO : Epoch 1865 | loss: 0.0309958 | val_loss: 0.0312522 | Time: 1339.95 ms [2021-05-09 03:38:25 main:574] : INFO : Epoch 1866 | loss: 0.030984 | val_loss: 0.0312676 | Time: 1350.78 ms [2021-05-09 03:38:26 main:574] : INFO : Epoch 1867 | loss: 0.0309817 | val_loss: 0.0312597 | Time: 1350.52 ms [2021-05-09 03:38:27 main:574] : INFO : Epoch 1868 | loss: 0.0309817 | val_loss: 0.0312505 | Time: 1359.38 ms [2021-05-09 03:38:29 main:574] : INFO : Epoch 1869 | loss: 0.0310103 | val_loss: 0.0312257 | Time: 1352.66 ms [2021-05-09 03:38:30 main:574] : INFO : Epoch 1870 | loss: 0.031011 | val_loss: 0.0312332 | Time: 1350.23 ms [2021-05-09 03:38:31 main:574] : INFO : Epoch 1871 | loss: 0.0309974 | val_loss: 0.0312218 | Time: 1354.36 ms [2021-05-09 03:38:33 main:574] : INFO : Epoch 1872 | loss: 0.0309843 | val_loss: 0.0312578 | Time: 1342.75 ms [2021-05-09 03:38:34 main:574] : INFO : Epoch 1873 | loss: 0.030978 | val_loss: 0.0312624 | Time: 1347.26 ms [2021-05-09 03:38:35 main:574] : INFO : Epoch 1874 | loss: 0.0309759 | val_loss: 0.0312645 | Time: 1358.78 ms [2021-05-09 03:38:37 main:574] : INFO : Epoch 1875 | loss: 0.0309766 | val_loss: 0.0312483 | Time: 1347.91 ms [2021-05-09 03:38:38 main:574] : INFO : Epoch 1876 | loss: 0.0309795 | val_loss: 0.0312557 | Time: 1360.94 ms [2021-05-09 03:38:39 main:574] : INFO : Epoch 1877 | loss: 0.030984 | val_loss: 0.0312303 | Time: 1340.43 ms [2021-05-09 03:38:41 main:574] : INFO : Epoch 1878 | loss: 0.0309767 | val_loss: 0.0312636 | Time: 1348.18 ms [2021-05-09 03:38:42 main:574] : INFO : Epoch 1879 | loss: 0.0309853 | val_loss: 0.0312327 | Time: 1347.65 ms [2021-05-09 03:38:44 main:574] : INFO : Epoch 1880 | loss: 0.0309802 | val_loss: 0.0312555 | Time: 1399.12 ms [2021-05-09 03:38:45 main:574] : INFO : Epoch 1881 | loss: 0.0309783 | val_loss: 0.0312712 | Time: 1350.43 ms [2021-05-09 03:38:46 main:574] : INFO : Epoch 1882 | loss: 0.0309764 | val_loss: 0.0312568 | Time: 1353.7 ms [2021-05-09 03:38:48 main:574] : INFO : Epoch 1883 | loss: 0.0309855 | val_loss: 0.0312334 | Time: 1342.09 ms [2021-05-09 03:38:49 main:574] : INFO : Epoch 1884 | loss: 0.0309853 | val_loss: 0.0312377 | Time: 1344.62 ms [2021-05-09 03:38:50 main:574] : INFO : Epoch 1885 | loss: 0.0309815 | val_loss: 0.0312623 | Time: 1344.52 ms [2021-05-09 03:38:52 main:574] : INFO : Epoch 1886 | loss: 0.0309764 | val_loss: 0.0312561 | Time: 1343.08 ms [2021-05-09 03:38:53 main:574] : INFO : Epoch 1887 | loss: 0.0309782 | val_loss: 0.0312496 | Time: 1367.6 ms [2021-05-09 03:38:54 main:574] : INFO : Epoch 1888 | loss: 0.0309796 | val_loss: 0.0312776 | Time: 1351.6 ms [2021-05-09 03:38:56 main:574] : INFO : Epoch 1889 | loss: 0.0309783 | val_loss: 0.0312581 | Time: 1345.53 ms [2021-05-09 03:38:57 main:574] : INFO : Epoch 1890 | loss: 0.0309889 | val_loss: 0.0312491 | Time: 1344.73 ms [2021-05-09 03:38:58 main:574] : INFO : Epoch 1891 | loss: 0.0309874 | val_loss: 0.031276 | Time: 1349.12 ms [2021-05-09 03:39:00 main:574] : INFO : Epoch 1892 | loss: 0.0309801 | val_loss: 0.0312738 | Time: 1354.87 ms [2021-05-09 03:39:01 main:574] : INFO : Epoch 1893 | loss: 0.0309758 | val_loss: 0.0312488 | Time: 1345.32 ms [2021-05-09 03:39:02 main:574] : INFO : Epoch 1894 | loss: 0.0309799 | val_loss: 0.0312498 | Time: 1350.57 ms [2021-05-09 03:39:04 main:574] : INFO : Epoch 1895 | loss: 0.0309814 | val_loss: 0.0312385 | Time: 1348.61 ms [2021-05-09 03:39:05 main:574] : INFO : Epoch 1896 | loss: 0.0309783 | val_loss: 0.0312712 | Time: 1372.13 ms [2021-05-09 03:39:07 main:574] : INFO : Epoch 1897 | loss: 0.0310072 | val_loss: 0.0312589 | Time: 1343.01 ms [2021-05-09 03:39:08 main:574] : INFO : Epoch 1898 | loss: 0.0309904 | val_loss: 0.0312649 | Time: 1344.28 ms [2021-05-09 03:39:09 main:574] : INFO : Epoch 1899 | loss: 0.03098 | val_loss: 0.0312412 | Time: 1368.85 ms [2021-05-09 03:39:11 main:574] : INFO : Epoch 1900 | loss: 0.0309815 | val_loss: 0.0312562 | Time: 1344.95 ms [2021-05-09 03:39:12 main:574] : INFO : Epoch 1901 | loss: 0.0309794 | val_loss: 0.0312671 | Time: 1347.33 ms [2021-05-09 03:39:13 main:574] : INFO : Epoch 1902 | loss: 0.0309839 | val_loss: 0.0312658 | Time: 1373.37 ms [2021-05-09 03:39:15 main:574] : INFO : Epoch 1903 | loss: 0.0309792 | val_loss: 0.0312528 | Time: 1348.37 ms [2021-05-09 03:39:16 main:574] : INFO : Epoch 1904 | loss: 0.0309774 | val_loss: 0.0312479 | Time: 1345.01 ms [2021-05-09 03:39:17 main:574] : INFO : Epoch 1905 | loss: 0.031014 | val_loss: 0.0312021 | Time: 1351.5 ms [2021-05-09 03:39:19 main:574] : INFO : Epoch 1906 | loss: 0.0310267 | val_loss: 0.0312246 | Time: 1343.04 ms [2021-05-09 03:39:20 main:574] : INFO : Epoch 1907 | loss: 0.0310029 | val_loss: 0.031218 | Time: 1351.3 ms [2021-05-09 03:39:21 main:574] : INFO : Epoch 1908 | loss: 0.0309878 | val_loss: 0.0312705 | Time: 1351.76 ms [2021-05-09 03:39:23 main:574] : INFO : Epoch 1909 | loss: 0.0309782 | val_loss: 0.0312591 | Time: 1343.17 ms [2021-05-09 03:39:24 main:574] : INFO : Epoch 1910 | loss: 0.0309899 | val_loss: 0.0312408 | Time: 1348.69 ms [2021-05-09 03:39:26 main:574] : INFO : Epoch 1911 | loss: 0.0309832 | val_loss: 0.0312599 | Time: 1353.96 ms [2021-05-09 03:39:27 main:574] : INFO : Epoch 1912 | loss: 0.0309879 | val_loss: 0.0312385 | Time: 1341.49 ms [2021-05-09 03:39:28 main:574] : INFO : Epoch 1913 | loss: 0.0309882 | val_loss: 0.0312598 | Time: 1356.17 ms [2021-05-09 03:39:30 main:574] : INFO : Epoch 1914 | loss: 0.0309781 | val_loss: 0.0312535 | Time: 1357.93 ms [2021-05-09 03:39:31 main:574] : INFO : Epoch 1915 | loss: 0.030986 | val_loss: 0.0312425 | Time: 1347.18 ms [2021-05-09 03:39:32 main:574] : INFO : Epoch 1916 | loss: 0.0309884 | val_loss: 0.0312694 | Time: 1345.47 ms [2021-05-09 03:39:34 main:574] : INFO : Epoch 1917 | loss: 0.0309831 | val_loss: 0.031242 | Time: 1344.97 ms [2021-05-09 03:39:35 main:574] : INFO : Epoch 1918 | loss: 0.0309954 | val_loss: 0.0312173 | Time: 1347.68 ms [2021-05-09 03:39:36 main:574] : INFO : Epoch 1919 | loss: 0.0309887 | val_loss: 0.0312651 | Time: 1352.18 ms [2021-05-09 03:39:38 main:574] : INFO : Epoch 1920 | loss: 0.0309874 | val_loss: 0.0312509 | Time: 1346.34 ms [2021-05-09 03:39:39 main:574] : INFO : Epoch 1921 | loss: 0.0309855 | val_loss: 0.0312374 | Time: 1340.96 ms [2021-05-09 03:39:40 main:574] : INFO : Epoch 1922 | loss: 0.0309839 | val_loss: 0.0312324 | Time: 1347.76 ms [2021-05-09 03:39:42 main:574] : INFO : Epoch 1923 | loss: 0.030981 | val_loss: 0.0312751 | Time: 1352.01 ms [2021-05-09 03:39:43 main:574] : INFO : Epoch 1924 | loss: 0.030997 | val_loss: 0.0312476 | Time: 1343.12 ms [2021-05-09 03:39:44 main:574] : INFO : Epoch 1925 | loss: 0.0309835 | val_loss: 0.0312421 | Time: 1356.16 ms [2021-05-09 03:39:46 main:574] : INFO : Epoch 1926 | loss: 0.0309812 | val_loss: 0.0312678 | Time: 1359.06 ms [2021-05-09 03:39:47 main:574] : INFO : Epoch 1927 | loss: 0.0309822 | val_loss: 0.0312342 | Time: 1357.39 ms [2021-05-09 03:39:49 main:574] : INFO : Epoch 1928 | loss: 0.0309745 | val_loss: 0.0312586 | Time: 1346.83 ms [2021-05-09 03:39:50 main:574] : INFO : Epoch 1929 | loss: 0.0309778 | val_loss: 0.0312594 | Time: 1353.95 ms [2021-05-09 03:39:51 main:574] : INFO : Epoch 1930 | loss: 0.0309948 | val_loss: 0.0312393 | Time: 1355.67 ms [2021-05-09 03:39:53 main:574] : INFO : Epoch 1931 | loss: 0.0309879 | val_loss: 0.0312702 | Time: 1351.92 ms [2021-05-09 03:39:54 main:574] : INFO : Epoch 1932 | loss: 0.0309767 | val_loss: 0.0312624 | Time: 1348.27 ms [2021-05-09 03:39:55 main:574] : INFO : Epoch 1933 | loss: 0.0309978 | val_loss: 0.0312819 | Time: 1344.18 ms [2021-05-09 03:39:57 main:574] : INFO : Epoch 1934 | loss: 0.0309941 | val_loss: 0.0312618 | Time: 1349.12 ms [2021-05-09 03:39:58 main:574] : INFO : Epoch 1935 | loss: 0.0309846 | val_loss: 0.0312501 | Time: 1351.59 ms [2021-05-09 03:39:59 main:574] : INFO : Epoch 1936 | loss: 0.0309908 | val_loss: 0.0312571 | Time: 1350.74 ms [2021-05-09 03:40:01 main:574] : INFO : Epoch 1937 | loss: 0.0309846 | val_loss: 0.0312597 | Time: 1353.76 ms [2021-05-09 03:40:02 main:574] : INFO : Epoch 1938 | loss: 0.0309815 | val_loss: 0.0312627 | Time: 1368.8 ms [2021-05-09 03:40:03 main:574] : INFO : Epoch 1939 | loss: 0.0309797 | val_loss: 0.0312295 | Time: 1350.83 ms [2021-05-09 03:40:05 main:574] : INFO : Epoch 1940 | loss: 0.0309926 | val_loss: 0.0312446 | Time: 1350.73 ms [2021-05-09 03:40:06 main:574] : INFO : Epoch 1941 | loss: 0.0309851 | val_loss: 0.0312598 | Time: 1348.98 ms [2021-05-09 03:40:08 main:574] : INFO : Epoch 1942 | loss: 0.030978 | val_loss: 0.0312624 | Time: 1356.98 ms [2021-05-09 03:40:09 main:574] : INFO : Epoch 1943 | loss: 0.0309806 | val_loss: 0.0312387 | Time: 1344.8 ms [2021-05-09 03:40:10 main:574] : INFO : Epoch 1944 | loss: 0.0309863 | val_loss: 0.0312636 | Time: 1354.83 ms [2021-05-09 03:40:12 main:574] : INFO : Epoch 1945 | loss: 0.0309834 | val_loss: 0.0312448 | Time: 1346.86 ms [2021-05-09 03:40:13 main:574] : INFO : Epoch 1946 | loss: 0.0309915 | val_loss: 0.031248 | Time: 1345.58 ms [2021-05-09 03:40:14 main:574] : INFO : Epoch 1947 | loss: 0.0309825 | val_loss: 0.0312557 | Time: 1366.14 ms [2021-05-09 03:40:16 main:574] : INFO : Epoch 1948 | loss: 0.0309728 | val_loss: 0.0312314 | Time: 1347.72 ms [2021-05-09 03:40:17 main:574] : INFO : Epoch 1949 | loss: 0.0309869 | val_loss: 0.0312513 | Time: 1341.68 ms [2021-05-09 03:40:18 main:574] : INFO : Epoch 1950 | loss: 0.0309884 | val_loss: 0.031265 | Time: 1360.42 ms [2021-05-09 03:40:20 main:574] : INFO : Epoch 1951 | loss: 0.0309784 | val_loss: 0.0312523 | Time: 1349.52 ms [2021-05-09 03:40:21 main:574] : INFO : Epoch 1952 | loss: 0.0309802 | val_loss: 0.0312347 | Time: 1342.39 ms [2021-05-09 03:40:22 main:574] : INFO : Epoch 1953 | loss: 0.0309868 | val_loss: 0.0312556 | Time: 1351.29 ms [2021-05-09 03:40:24 main:574] : INFO : Epoch 1954 | loss: 0.0309828 | val_loss: 0.031249 | Time: 1355.45 ms [2021-05-09 03:40:25 main:574] : INFO : Epoch 1955 | loss: 0.0309793 | val_loss: 0.0312497 | Time: 1346.61 ms [2021-05-09 03:40:27 main:574] : INFO : Epoch 1956 | loss: 0.0309798 | val_loss: 0.0312736 | Time: 1350.76 ms [2021-05-09 03:40:28 main:574] : INFO : Epoch 1957 | loss: 0.0309816 | val_loss: 0.0312485 | Time: 1347.08 ms [2021-05-09 03:40:29 main:574] : INFO : Epoch 1958 | loss: 0.0309894 | val_loss: 0.0312814 | Time: 1352.59 ms [2021-05-09 03:40:31 main:574] : INFO : Epoch 1959 | loss: 0.0309876 | val_loss: 0.0312321 | Time: 1341.55 ms [2021-05-09 03:40:32 main:574] : INFO : Epoch 1960 | loss: 0.0309853 | val_loss: 0.0312459 | Time: 1342.46 ms [2021-05-09 03:40:33 main:574] : INFO : Epoch 1961 | loss: 0.0309758 | val_loss: 0.0312416 | Time: 1366.03 ms [2021-05-09 03:40:35 main:574] : INFO : Epoch 1962 | loss: 0.0309727 | val_loss: 0.0312445 | Time: 1351.9 ms [2021-05-09 03:40:36 main:574] : INFO : Epoch 1963 | loss: 0.0309762 | val_loss: 0.031259 | Time: 1353.99 ms [2021-05-09 03:40:37 main:574] : INFO : Epoch 1964 | loss: 0.030989 | val_loss: 0.0312486 | Time: 1347.51 ms [2021-05-09 03:40:39 main:574] : INFO : Epoch 1965 | loss: 0.0309833 | val_loss: 0.0312695 | Time: 1344.57 ms [2021-05-09 03:40:40 main:574] : INFO : Epoch 1966 | loss: 0.0309779 | val_loss: 0.0312774 | Time: 1349.7 ms [2021-05-09 03:40:41 main:574] : INFO : Epoch 1967 | loss: 0.0309869 | val_loss: 0.0312397 | Time: 1354.02 ms [2021-05-09 03:40:43 main:574] : INFO : Epoch 1968 | loss: 0.0309983 | val_loss: 0.031248 | Time: 1351.51 ms [2021-05-09 03:40:44 main:574] : INFO : Epoch 1969 | loss: 0.0309833 | val_loss: 0.0312441 | Time: 1351.57 ms [2021-05-09 03:40:45 main:574] : INFO : Epoch 1970 | loss: 0.0309786 | val_loss: 0.0312601 | Time: 1346.14 ms [2021-05-09 03:40:47 main:574] : INFO : Epoch 1971 | loss: 0.0309825 | val_loss: 0.03127 | Time: 1346.38 ms [2021-05-09 03:40:48 main:574] : INFO : Epoch 1972 | loss: 0.030976 | val_loss: 0.0312483 | Time: 1346.09 ms [2021-05-09 03:40:50 main:574] : INFO : Epoch 1973 | loss: 0.0309772 | val_loss: 0.0312779 | Time: 1359.05 ms [2021-05-09 03:40:51 main:574] : INFO : Epoch 1974 | loss: 0.0309837 | val_loss: 0.031229 | Time: 1347.43 ms [2021-05-09 03:40:52 main:574] : INFO : Epoch 1975 | loss: 0.0309799 | val_loss: 0.0312405 | Time: 1373.21 ms [2021-05-09 03:40:54 main:574] : INFO : Epoch 1976 | loss: 0.0309798 | val_loss: 0.0312484 | Time: 1351.18 ms [2021-05-09 03:40:55 main:574] : INFO : Epoch 1977 | loss: 0.03098 | val_loss: 0.0312698 | Time: 1346.27 ms [2021-05-09 03:40:56 main:574] : INFO : Epoch 1978 | loss: 0.030979 | val_loss: 0.0312639 | Time: 1346.74 ms [2021-05-09 03:40:58 main:574] : INFO : Epoch 1979 | loss: 0.0309793 | val_loss: 0.0312459 | Time: 1342.97 ms [2021-05-09 03:40:59 main:574] : INFO : Epoch 1980 | loss: 0.030991 | val_loss: 0.031274 | Time: 1352.2 ms [2021-05-09 03:41:00 main:574] : INFO : Epoch 1981 | loss: 0.0309767 | val_loss: 0.0312705 | Time: 1348.19 ms [2021-05-09 03:41:02 main:574] : INFO : Epoch 1982 | loss: 0.0309783 | val_loss: 0.0312652 | Time: 1350.76 ms [2021-05-09 03:41:03 main:574] : INFO : Epoch 1983 | loss: 0.0309786 | val_loss: 0.0312715 | Time: 1342.96 ms [2021-05-09 03:41:04 main:574] : INFO : Epoch 1984 | loss: 0.0309762 | val_loss: 0.0312584 | Time: 1362.33 ms [2021-05-09 03:41:06 main:574] : INFO : Epoch 1985 | loss: 0.030977 | val_loss: 0.0312666 | Time: 1353.19 ms [2021-05-09 03:41:07 main:574] : INFO : Epoch 1986 | loss: 0.0309813 | val_loss: 0.0312592 | Time: 1347.48 ms [2021-05-09 03:41:09 main:574] : INFO : Epoch 1987 | loss: 0.0309805 | val_loss: 0.0312704 | Time: 1358.78 ms [2021-05-09 03:41:10 main:574] : INFO : Epoch 1988 | loss: 0.0309799 | val_loss: 0.0312695 | Time: 1341.33 ms [2021-05-09 03:41:11 main:574] : INFO : Epoch 1989 | loss: 0.0309869 | val_loss: 0.0312463 | Time: 1356.02 ms [2021-05-09 03:41:13 main:574] : INFO : Epoch 1990 | loss: 0.0309941 | val_loss: 0.0312492 | Time: 1342.07 ms [2021-05-09 03:41:14 main:574] : INFO : Epoch 1991 | loss: 0.0309877 | val_loss: 0.0312351 | Time: 1355.27 ms [2021-05-09 03:41:15 main:574] : INFO : Epoch 1992 | loss: 0.0309868 | val_loss: 0.0312356 | Time: 1356.04 ms [2021-05-09 03:41:17 main:574] : INFO : Epoch 1993 | loss: 0.0309848 | val_loss: 0.0312606 | Time: 1347.89 ms [2021-05-09 03:41:18 main:574] : INFO : Epoch 1994 | loss: 0.0309824 | val_loss: 0.0312672 | Time: 1339.74 ms [2021-05-09 03:41:19 main:574] : INFO : Epoch 1995 | loss: 0.0309806 | val_loss: 0.0312514 | Time: 1356.24 ms [2021-05-09 03:41:21 main:574] : INFO : Epoch 1996 | loss: 0.0309793 | val_loss: 0.0312465 | Time: 1349.76 ms [2021-05-09 03:41:22 main:574] : INFO : Epoch 1997 | loss: 0.0309856 | val_loss: 0.0312583 | Time: 1344.39 ms [2021-05-09 03:41:23 main:574] : INFO : Epoch 1998 | loss: 0.0309843 | val_loss: 0.0312712 | Time: 1341.45 ms [2021-05-09 03:41:25 main:574] : INFO : Epoch 1999 | loss: 0.0309749 | val_loss: 0.0312365 | Time: 1354.53 ms [2021-05-09 03:41:26 main:574] : INFO : Epoch 2000 | loss: 0.0309786 | val_loss: 0.0312731 | Time: 1343.66 ms [2021-05-09 03:41:27 main:574] : INFO : Epoch 2001 | loss: 0.0309849 | val_loss: 0.0312401 | Time: 1347.27 ms [2021-05-09 03:41:29 main:574] : INFO : Epoch 2002 | loss: 0.0309862 | val_loss: 0.0312253 | Time: 1347.54 ms [2021-05-09 03:41:30 main:574] : INFO : Epoch 2003 | loss: 0.0309831 | val_loss: 0.031235 | Time: 1353.69 ms [2021-05-09 03:41:32 main:574] : INFO : Epoch 2004 | loss: 0.0309936 | val_loss: 0.0312474 | Time: 1357.11 ms [2021-05-09 03:41:33 main:574] : INFO : Epoch 2005 | loss: 0.0309873 | val_loss: 0.0312702 | Time: 1349.21 ms [2021-05-09 03:41:34 main:574] : INFO : Epoch 2006 | loss: 0.0309889 | val_loss: 0.0312617 | Time: 1366.07 ms [2021-05-09 03:41:36 main:574] : INFO : Epoch 2007 | loss: 0.0309867 | val_loss: 0.031255 | Time: 1344.65 ms [2021-05-09 03:41:37 main:574] : INFO : Epoch 2008 | loss: 0.030984 | val_loss: 0.031242 | Time: 1346.68 ms [2021-05-09 03:41:38 main:574] : INFO : Epoch 2009 | loss: 0.0309842 | val_loss: 0.0313003 | Time: 1356.92 ms [2021-05-09 03:41:40 main:574] : INFO : Epoch 2010 | loss: 0.0309823 | val_loss: 0.0312535 | Time: 1351.96 ms [2021-05-09 03:41:41 main:574] : INFO : Epoch 2011 | loss: 0.030979 | val_loss: 0.03126 | Time: 1369.52 ms [2021-05-09 03:41:42 main:574] : INFO : Epoch 2012 | loss: 0.0309811 | val_loss: 0.0312422 | Time: 1348.15 ms [2021-05-09 03:41:44 main:574] : INFO : Epoch 2013 | loss: 0.0309858 | val_loss: 0.0312444 | Time: 1347.77 ms [2021-05-09 03:41:45 main:574] : INFO : Epoch 2014 | loss: 0.0309779 | val_loss: 0.0312508 | Time: 1345.35 ms [2021-05-09 03:41:46 main:574] : INFO : Epoch 2015 | loss: 0.0309805 | val_loss: 0.0312195 | Time: 1345.9 ms [2021-05-09 03:41:48 main:574] : INFO : Epoch 2016 | loss: 0.0309842 | val_loss: 0.0312533 | Time: 1354.64 ms [2021-05-09 03:41:49 main:574] : INFO : Epoch 2017 | loss: 0.0309828 | val_loss: 0.0312358 | Time: 1344.87 ms [2021-05-09 03:41:51 main:574] : INFO : Epoch 2018 | loss: 0.0309885 | val_loss: 0.0312549 | Time: 1358.1 ms [2021-05-09 03:41:52 main:574] : INFO : Epoch 2019 | loss: 0.0309789 | val_loss: 0.0312527 | Time: 1349.86 ms [2021-05-09 03:41:53 main:574] : INFO : Epoch 2020 | loss: 0.0309857 | val_loss: 0.0312351 | Time: 1358.65 ms [2021-05-09 03:41:55 main:574] : INFO : Epoch 2021 | loss: 0.0309897 | val_loss: 0.0312578 | Time: 1345.98 ms [2021-05-09 03:41:56 main:574] : INFO : Epoch 2022 | loss: 0.0309805 | val_loss: 0.0312571 | Time: 1342.95 ms [2021-05-09 03:41:57 main:574] : INFO : Epoch 2023 | loss: 0.0309771 | val_loss: 0.0312492 | Time: 1368.43 ms [2021-05-09 03:41:59 main:574] : INFO : Epoch 2024 | loss: 0.0309763 | val_loss: 0.0312606 | Time: 1357.2 ms [2021-05-09 03:42:00 main:574] : INFO : Epoch 2025 | loss: 0.0309844 | val_loss: 0.0312661 | Time: 1337.82 ms [2021-05-09 03:42:01 main:574] : INFO : Epoch 2026 | loss: 0.0309929 | val_loss: 0.0312485 | Time: 1329.91 ms [2021-05-09 03:42:03 main:574] : INFO : Epoch 2027 | loss: 0.0309827 | val_loss: 0.0312403 | Time: 1348.75 ms [2021-05-09 03:42:04 main:574] : INFO : Epoch 2028 | loss: 0.0309841 | val_loss: 0.0312809 | Time: 1347.33 ms [2021-05-09 03:42:05 main:574] : INFO : Epoch 2029 | loss: 0.0309831 | val_loss: 0.0312434 | Time: 1348.23 ms [2021-05-09 03:42:07 main:574] : INFO : Epoch 2030 | loss: 0.0309792 | val_loss: 0.0312532 | Time: 1347.57 ms [2021-05-09 03:42:08 main:574] : INFO : Epoch 2031 | loss: 0.0309811 | val_loss: 0.0312569 | Time: 1348.89 ms [2021-05-09 03:42:09 main:574] : INFO : Epoch 2032 | loss: 0.0309827 | val_loss: 0.0312565 | Time: 1347.82 ms [2021-05-09 03:42:11 main:574] : INFO : Epoch 2033 | loss: 0.030981 | val_loss: 0.0312479 | Time: 1347.34 ms [2021-05-09 03:42:12 main:574] : INFO : Epoch 2034 | loss: 0.0309844 | val_loss: 0.0312714 | Time: 1345.08 ms [2021-05-09 03:42:14 main:574] : INFO : Epoch 2035 | loss: 0.030981 | val_loss: 0.0312462 | Time: 1356.27 ms [2021-05-09 03:42:15 main:574] : INFO : Epoch 2036 | loss: 0.0309857 | val_loss: 0.0312634 | Time: 1352.31 ms [2021-05-09 03:42:16 main:574] : INFO : Epoch 2037 | loss: 0.0309894 | val_loss: 0.0312472 | Time: 1354.24 ms [2021-05-09 03:42:18 main:574] : INFO : Epoch 2038 | loss: 0.0309817 | val_loss: 0.0312334 | Time: 1347.7 ms [2021-05-09 03:42:19 main:574] : INFO : Epoch 2039 | loss: 0.0309818 | val_loss: 0.0312741 | Time: 1344.31 ms [2021-05-09 03:42:20 main:574] : INFO : Epoch 2040 | loss: 0.0309802 | val_loss: 0.0312413 | Time: 1356.69 ms [2021-05-09 03:42:22 main:574] : INFO : Epoch 2041 | loss: 0.0309795 | val_loss: 0.0312749 | Time: 1353.75 ms [2021-05-09 03:42:23 main:574] : INFO : Epoch 2042 | loss: 0.0309766 | val_loss: 0.0312399 | Time: 1337.4 ms [2021-05-09 03:42:24 main:574] : INFO : Epoch 2043 | loss: 0.0309871 | val_loss: 0.0312374 | Time: 1347.36 ms [2021-05-09 03:42:26 main:574] : INFO : Epoch 2044 | loss: 0.0309778 | val_loss: 0.0312611 | Time: 1347.82 ms [2021-05-09 03:42:27 main:574] : INFO : Epoch 2045 | loss: 0.0309776 | val_loss: 0.0312618 | Time: 1348.12 ms [2021-05-09 03:42:28 main:574] : INFO : Epoch 2046 | loss: 0.0309788 | val_loss: 0.0312489 | Time: 1372.55 ms [2021-05-09 03:42:30 main:574] : INFO : Epoch 2047 | loss: 0.0309786 | val_loss: 0.0312677 | Time: 1344.7 ms [2021-05-09 03:42:31 main:574] : INFO : Epoch 2048 | loss: 0.0309873 | val_loss: 0.0312629 | Time: 1347.77 ms [2021-05-09 03:42:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312629 [2021-05-09 03:42:31 main:603] : INFO : Saving end state to config to file [2021-05-09 03:42:31 main:608] : INFO : Success, exiting.. 03:42:31 (11656): 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)