Task 4133776
| Name | ParityModified-1611721420-15027-7_0 |
| Workunit | 2244867 |
| Created | 20 Feb 2021, 4:46:08 UTC |
| Sent | 5 Mar 2021, 18:00:05 UTC |
| Report deadline | 12 Mar 2021, 18:00:05 UTC |
| Received | 5 Mar 2021, 18:45:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 129 |
| Run time | 45 min 1 sec |
| CPU time | 44 min 58 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,673.94 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 | 14.53 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 3-05 10:34:03 main:581] : INFO : Epoch 1538 | loss: 0.0311561 | val_loss: 0.0311759 | Time: 1320.4 ms [2021-03-05 10:34:04 main:581] : INFO : Epoch 1539 | loss: 0.0311572 | val_loss: 0.0311773 | Time: 1320.82 ms [2021-03-05 10:34:06 main:581] : INFO : Epoch 1540 | loss: 0.0311578 | val_loss: 0.0311756 | Time: 1317.78 ms [2021-03-05 10:34:07 main:581] : INFO : Epoch 1541 | loss: 0.031156 | val_loss: 0.0311807 | Time: 1316.82 ms [2021-03-05 10:34:08 main:581] : INFO : Epoch 1542 | loss: 0.0311563 | val_loss: 0.0311781 | Time: 1316.81 ms [2021-03-05 10:34:10 main:581] : INFO : Epoch 1543 | loss: 0.0311554 | val_loss: 0.0311778 | Time: 1317.53 ms [2021-03-05 10:34:11 main:581] : INFO : Epoch 1544 | loss: 0.031155 | val_loss: 0.0311751 | Time: 1317.44 ms [2021-03-05 10:34:12 main:581] : INFO : Epoch 1545 | loss: 0.0311553 | val_loss: 0.0311758 | Time: 1317.76 ms [2021-03-05 10:34:14 main:581] : INFO : Epoch 1546 | loss: 0.0311546 | val_loss: 0.0311775 | Time: 1317.97 ms [2021-03-05 10:34:15 main:581] : INFO : Epoch 1547 | loss: 0.0311548 | val_loss: 0.031175 | Time: 1318.24 ms [2021-03-05 10:34:16 main:581] : INFO : Epoch 1548 | loss: 0.031155 | val_loss: 0.0311754 | Time: 1317.05 ms [2021-03-05 10:34:18 main:581] : INFO : Epoch 1549 | loss: 0.0311541 | val_loss: 0.0311759 | Time: 1317.92 ms [2021-03-05 10:34:19 main:581] : INFO : Epoch 1550 | loss: 0.0311534 | val_loss: 0.031176 | Time: 1318.52 ms [2021-03-05 10:34:20 main:581] : INFO : Epoch 1551 | loss: 0.0311553 | val_loss: 0.0311727 | Time: 1318.16 ms [2021-03-05 10:34:22 main:581] : INFO : Epoch 1552 | loss: 0.0311549 | val_loss: 0.0311756 | Time: 1318.18 ms [2021-03-05 10:34:23 main:581] : INFO : Epoch 1553 | loss: 0.031155 | val_loss: 0.0311748 | Time: 1317.82 ms [2021-03-05 10:34:24 main:581] : INFO : Epoch 1554 | loss: 0.0311585 | val_loss: 0.0311762 | Time: 1317.28 ms [2021-03-05 10:34:26 main:581] : INFO : Epoch 1555 | loss: 0.0311559 | val_loss: 0.0311729 | Time: 1318.4 ms [2021-03-05 10:34:27 main:581] : INFO : Epoch 1556 | loss: 0.0311559 | val_loss: 0.0311722 | Time: 1318.5 ms [2021-03-05 10:34:28 main:581] : INFO : Epoch 1557 | loss: 0.0311558 | val_loss: 0.0311729 | Time: 1318.61 ms [2021-03-05 10:34:30 main:581] : INFO : Epoch 1558 | loss: 0.031157 | val_loss: 0.0311744 | Time: 1318.2 ms [2021-03-05 10:34:31 main:581] : INFO : Epoch 1559 | loss: 0.0311572 | val_loss: 0.0311728 | Time: 1318.16 ms [2021-03-05 10:34:32 main:581] : INFO : Epoch 1560 | loss: 0.0311566 | val_loss: 0.0311744 | Time: 1317.06 ms [2021-03-05 10:34:33 main:581] : INFO : Epoch 1561 | loss: 0.031156 | val_loss: 0.0311735 | Time: 1317.03 ms [2021-03-05 10:34:35 main:581] : INFO : Epoch 1562 | loss: 0.031155 | val_loss: 0.0311735 | Time: 1316.41 ms [2021-03-05 10:34:36 main:581] : INFO : Epoch 1563 | loss: 0.0311541 | val_loss: 0.0311806 | Time: 1316.04 ms [2021-03-05 10:34:37 main:581] : INFO : Epoch 1564 | loss: 0.0311553 | val_loss: 0.0311733 | Time: 1315.75 ms [2021-03-05 10:34:39 main:581] : INFO : Epoch 1565 | loss: 0.0311551 | val_loss: 0.0311762 | Time: 1316.86 ms [2021-03-05 10:34:40 main:581] : INFO : Epoch 1566 | loss: 0.031154 | val_loss: 0.0311736 | Time: 1315.78 ms [2021-03-05 10:34:41 main:581] : INFO : Epoch 1567 | loss: 0.0311557 | val_loss: 0.0311787 | Time: 1316.07 ms [2021-03-05 10:34:43 main:581] : INFO : Epoch 1568 | loss: 0.0311552 | val_loss: 0.0311778 | Time: 1317.43 ms [2021-03-05 10:34:44 main:581] : INFO : Epoch 1569 | loss: 0.0311556 | val_loss: 0.0311756 | Time: 1318.32 ms [2021-03-05 10:34:45 main:581] : INFO : Epoch 1570 | loss: 0.0311531 | val_loss: 0.0311745 | Time: 1317.9 ms [2021-03-05 10:34:47 main:581] : INFO : Epoch 1571 | loss: 0.0311532 | val_loss: 0.0311816 | Time: 1318.1 ms [2021-03-05 10:34:48 main:581] : INFO : Epoch 1572 | loss: 0.031157 | val_loss: 0.0311751 | Time: 1318.21 ms [2021-03-05 10:34:49 main:581] : INFO : Epoch 1573 | loss: 0.0311531 | val_loss: 0.0311764 | Time: 1316.5 ms [2021-03-05 10:34:51 main:581] : INFO : Epoch 1574 | loss: 0.031153 | val_loss: 0.0311758 | Time: 1317.41 ms [2021-03-05 10:34:52 main:581] : INFO : Epoch 1575 | loss: 0.0311522 | val_loss: 0.0311769 | Time: 1317.77 ms [2021-03-05 10:34:53 main:581] : INFO : Epoch 1576 | loss: 0.0311524 | val_loss: 0.0311752 | Time: 1317.25 ms [2021-03-05 10:34:55 main:581] : INFO : Epoch 1577 | loss: 0.0311524 | val_loss: 0.0311766 | Time: 1317.57 ms [2021-03-05 10:34:56 main:581] : INFO : Epoch 1578 | loss: 0.0311516 | val_loss: 0.0311746 | Time: 1317.25 ms [2021-03-05 10:34:57 main:581] : INFO : Epoch 1579 | loss: 0.031152 | val_loss: 0.0311756 | Time: 1318.58 ms [2021-03-05 10:34:59 main:581] : INFO : Epoch 1580 | loss: 0.0311541 | val_loss: 0.0311772 | Time: 1317.59 ms [2021-03-05 10:35:00 main:581] : INFO : Epoch 1581 | loss: 0.0311542 | val_loss: 0.0311813 | Time: 1318.29 ms [2021-03-05 10:35:01 main:581] : INFO : Epoch 1582 | loss: 0.0311542 | val_loss: 0.0311762 | Time: 1320.61 ms [2021-03-05 10:35:02 main:581] : INFO : Epoch 1583 | loss: 0.0311558 | val_loss: 0.0311743 | Time: 1319.02 ms [2021-03-05 10:35:04 main:581] : INFO : Epoch 1584 | loss: 0.0311545 | val_loss: 0.0311729 | Time: 1320.45 ms [2021-03-05 10:35:05 main:581] : INFO : Epoch 1585 | loss: 0.0311525 | val_loss: 0.0311765 | Time: 1319.16 ms [2021-03-05 10:35:06 main:581] : INFO : Epoch 1586 | loss: 0.0311522 | val_loss: 0.0311762 | Time: 1317.35 ms [2021-03-05 10:35:08 main:581] : INFO : Epoch 1587 | loss: 0.031152 | val_loss: 0.031174 | Time: 1318.15 ms [2021-03-05 10:35:09 main:581] : INFO : Epoch 1588 | loss: 0.0311513 | val_loss: 0.0311755 | Time: 1317.68 ms [2021-03-05 10:35:10 main:581] : INFO : Epoch 1589 | loss: 0.0311521 | val_loss: 0.0311741 | Time: 1317.89 ms [2021-03-05 10:35:12 main:581] : INFO : Epoch 1590 | loss: 0.0311517 | val_loss: 0.0311736 | Time: 1316.92 ms [2021-03-05 10:35:13 main:581] : INFO : Epoch 1591 | loss: 0.0311524 | val_loss: 0.0311743 | Time: 1317.04 ms [2021-03-05 10:35:14 main:581] : INFO : Epoch 1592 | loss: 0.0311529 | val_loss: 0.0311739 | Time: 1318.52 ms [2021-03-05 10:35:16 main:581] : INFO : Epoch 1593 | loss: 0.0311526 | val_loss: 0.0311766 | Time: 1318.32 ms [2021-03-05 10:35:17 main:581] : INFO : Epoch 1594 | loss: 0.0311538 | val_loss: 0.0311761 | Time: 1318.47 ms [2021-03-05 10:35:18 main:581] : INFO : Epoch 1595 | loss: 0.0311521 | val_loss: 0.0311745 | Time: 1318.17 ms [2021-03-05 10:35:20 main:581] : INFO : Epoch 1596 | loss: 0.0311547 | val_loss: 0.031174 | Time: 1317.58 ms [2021-03-05 10:35:21 main:581] : INFO : Epoch 1597 | loss: 0.0311515 | val_loss: 0.0311749 | Time: 1316.98 ms [2021-03-05 10:35:22 main:581] : INFO : Epoch 1598 | loss: 0.0311544 | val_loss: 0.0311761 | Time: 1317.82 ms [2021-03-05 10:35:24 main:581] : INFO : Epoch 1599 | loss: 0.0311562 | val_loss: 0.0311769 | Time: 1318.09 ms [2021-03-05 10:35:25 main:581] : INFO : Epoch 1600 | loss: 0.0311552 | val_loss: 0.031174 | Time: 1318.63 ms [2021-03-05 10:35:26 main:581] : INFO : Epoch 1601 | loss: 0.0311537 | val_loss: 0.0311736 | Time: 1318.85 ms [2021-03-05 10:35:28 main:581] : INFO : Epoch 1602 | loss: 0.0311535 | val_loss: 0.0311751 | Time: 1317.26 ms [2021-03-05 10:35:29 main:581] : INFO : Epoch 1603 | loss: 0.0311545 | val_loss: 0.0311727 | Time: 1318.09 ms [2021-03-05 10:35:30 main:581] : INFO : Epoch 1604 | loss: 0.0311527 | val_loss: 0.0311762 | Time: 1319 ms [2021-03-05 10:35:31 main:581] : INFO : Epoch 1605 | loss: 0.031154 | val_loss: 0.0311737 | Time: 1318.23 ms [2021-03-05 10:35:33 main:581] : INFO : Epoch 1606 | loss: 0.0311522 | val_loss: 0.0311781 | Time: 1318.89 ms [2021-03-05 10:35:34 main:581] : INFO : Epoch 1607 | loss: 0.0311523 | val_loss: 0.0311762 | Time: 1318.79 ms [2021-03-05 10:35:35 main:581] : INFO : Epoch 1608 | loss: 0.0311521 | val_loss: 0.0311759 | Time: 1317.71 ms [2021-03-05 10:35:37 main:581] : INFO : Epoch 1609 | loss: 0.0311523 | val_loss: 0.0311787 | Time: 1317.78 ms [2021-03-05 10:35:38 main:581] : INFO : Epoch 1610 | loss: 0.0311536 | val_loss: 0.0311744 | Time: 1318.03 ms [2021-03-05 10:35:39 main:581] : INFO : Epoch 1611 | loss: 0.0311526 | val_loss: 0.031178 | Time: 1316.56 ms [2021-03-05 10:35:41 main:581] : INFO : Epoch 1612 | loss: 0.031153 | val_loss: 0.031173 | Time: 1316.55 ms [2021-03-05 10:35:42 main:581] : INFO : Epoch 1613 | loss: 0.0311518 | val_loss: 0.0311759 | Time: 1316.01 ms [2021-03-05 10:35:43 main:581] : INFO : Epoch 1614 | loss: 0.0311518 | val_loss: 0.0311741 | Time: 1316.8 ms [2021-03-05 10:35:45 main:581] : INFO : Epoch 1615 | loss: 0.031151 | val_loss: 0.0311796 | Time: 1317.4 ms [2021-03-05 10:35:46 main:581] : INFO : Epoch 1616 | loss: 0.0311529 | val_loss: 0.0311753 | Time: 1317.68 ms [2021-03-05 10:35:47 main:581] : INFO : Epoch 1617 | loss: 0.0311511 | val_loss: 0.0311765 | Time: 1316.72 ms [2021-03-05 10:35:49 main:581] : INFO : Epoch 1618 | loss: 0.0311519 | val_loss: 0.0311754 | Time: 1316.45 ms [2021-03-05 10:35:50 main:581] : INFO : Epoch 1619 | loss: 0.031151 | val_loss: 0.0311741 | Time: 1317 ms [2021-03-05 10:35:51 main:581] : INFO : Epoch 1620 | loss: 0.0311511 | val_loss: 0.031178 | Time: 1316.26 ms [2021-03-05 10:35:53 main:581] : INFO : Epoch 1621 | loss: 0.0311516 | val_loss: 0.0311742 | Time: 1316.06 ms [2021-03-05 10:35:54 main:581] : INFO : Epoch 1622 | loss: 0.0311521 | val_loss: 0.0311748 | Time: 1316.96 ms [2021-03-05 10:35:55 main:581] : INFO : Epoch 1623 | loss: 0.0311515 | val_loss: 0.0311771 | Time: 1316.76 ms [2021-03-05 10:35:57 main:581] : INFO : Epoch 1624 | loss: 0.0311528 | val_loss: 0.0311747 | Time: 1317.51 ms [2021-03-05 10:35:58 main:581] : INFO : Epoch 1625 | loss: 0.0311519 | val_loss: 0.0311742 | Time: 1317.47 ms [2021-03-05 10:35:59 main:581] : INFO : Epoch 1626 | loss: 0.031152 | val_loss: 0.03118 | Time: 1316.8 ms [2021-03-05 10:36:00 main:581] : INFO : Epoch 1627 | loss: 0.0311561 | val_loss: 0.0311755 | Time: 1318.25 ms [2021-03-05 10:36:02 main:581] : INFO : Epoch 1628 | loss: 0.0311548 | val_loss: 0.0311741 | Time: 1320.76 ms [2021-03-05 10:36:03 main:581] : INFO : Epoch 1629 | loss: 0.0311522 | val_loss: 0.0311775 | Time: 1321.2 ms [2021-03-05 10:36:04 main:581] : INFO : Epoch 1630 | loss: 0.0311529 | val_loss: 0.0311753 | Time: 1319.5 ms [2021-03-05 10:36:06 main:581] : INFO : Epoch 1631 | loss: 0.0311569 | val_loss: 0.0311761 | Time: 1317.39 ms [2021-03-05 10:36:07 main:581] : INFO : Epoch 1632 | loss: 0.0311525 | val_loss: 0.031177 | Time: 1315.25 ms [2021-03-05 10:36:08 main:581] : INFO : Epoch 1633 | loss: 0.0311541 | val_loss: 0.0311777 | Time: 1315.22 ms [2021-03-05 10:36:10 main:581] : INFO : Epoch 1634 | loss: 0.0311525 | val_loss: 0.0311734 | Time: 1317.65 ms [2021-03-05 10:36:11 main:581] : INFO : Epoch 1635 | loss: 0.0311526 | val_loss: 0.0311761 | Time: 1317.85 ms [2021-03-05 10:36:12 main:581] : INFO : Epoch 1636 | loss: 0.0311541 | val_loss: 0.0311758 | Time: 1318.53 ms [2021-03-05 10:36:14 main:581] : INFO : Epoch 1637 | loss: 0.0311551 | val_loss: 0.0311757 | Time: 1318.42 ms [2021-03-05 10:36:15 main:581] : INFO : Epoch 1638 | loss: 0.0311559 | val_loss: 0.0311758 | Time: 1318.01 ms [2021-03-05 10:36:16 main:581] : INFO : Epoch 1639 | loss: 0.031154 | val_loss: 0.0311737 | Time: 1317.42 ms [2021-03-05 10:36:18 main:581] : INFO : Epoch 1640 | loss: 0.0311557 | val_loss: 0.0311746 | Time: 1317.57 ms [2021-03-05 10:36:19 main:581] : INFO : Epoch 1641 | loss: 0.0311528 | val_loss: 0.0311759 | Time: 1318.38 ms [2021-03-05 10:36:20 main:581] : INFO : Epoch 1642 | loss: 0.0311513 | val_loss: 0.0311759 | Time: 1318.16 ms [2021-03-05 10:36:22 main:581] : INFO : Epoch 1643 | loss: 0.0311535 | val_loss: 0.0311782 | Time: 1317.75 ms [2021-03-05 10:36:23 main:581] : INFO : Epoch 1644 | loss: 0.0311565 | val_loss: 0.0311762 | Time: 1317.52 ms [2021-03-05 10:36:24 main:581] : INFO : Epoch 1645 | loss: 0.0311536 | val_loss: 0.0311779 | Time: 1317.42 ms [2021-03-05 10:36:26 main:581] : INFO : Epoch 1646 | loss: 0.0311545 | val_loss: 0.0311791 | Time: 1316.85 ms [2021-03-05 10:36:27 main:581] : INFO : Epoch 1647 | loss: 0.0311532 | val_loss: 0.0311753 | Time: 1317.44 ms [2021-03-05 10:36:28 main:581] : INFO : Epoch 1648 | loss: 0.0311539 | val_loss: 0.0311851 | Time: 1317.89 ms [2021-03-05 10:36:29 main:581] : INFO : Epoch 1649 | loss: 0.0311529 | val_loss: 0.0311764 | Time: 1317.26 ms [2021-03-05 10:36:31 main:581] : INFO : Epoch 1650 | loss: 0.0311534 | val_loss: 0.0311766 | Time: 1315.97 ms [2021-03-05 10:36:32 main:581] : INFO : Epoch 1651 | loss: 0.0311542 | val_loss: 0.031179 | Time: 1318.02 ms [2021-03-05 10:36:33 main:581] : INFO : Epoch 1652 | loss: 0.0311521 | val_loss: 0.0311754 | Time: 1316.39 ms [2021-03-05 10:36:35 main:581] : INFO : Epoch 1653 | loss: 0.0311537 | val_loss: 0.0311747 | Time: 1316.14 ms [2021-03-05 10:36:36 main:581] : INFO : Epoch 1654 | loss: 0.0311532 | val_loss: 0.031174 | Time: 1317.46 ms [2021-03-05 10:36:37 main:581] : INFO : Epoch 1655 | loss: 0.0311552 | val_loss: 0.0311799 | Time: 1317.29 ms [2021-03-05 10:36:39 main:581] : INFO : Epoch 1656 | loss: 0.0311582 | val_loss: 0.0311812 | Time: 1318.75 ms [2021-03-05 10:36:40 main:581] : INFO : Epoch 1657 | loss: 0.0311586 | val_loss: 0.0311757 | Time: 1318.33 ms [2021-03-05 10:36:41 main:581] : INFO : Epoch 1658 | loss: 0.031155 | val_loss: 0.031174 | Time: 1318.59 ms [2021-03-05 10:36:43 main:581] : INFO : Epoch 1659 | loss: 0.0311557 | val_loss: 0.0311792 | Time: 1316.55 ms [2021-03-05 10:36:44 main:581] : INFO : Epoch 1660 | loss: 0.0311544 | val_loss: 0.0311748 | Time: 1317.19 ms [2021-03-05 10:36:45 main:581] : INFO : Epoch 1661 | loss: 0.0311536 | val_loss: 0.031179 | Time: 1317.03 ms [2021-03-05 10:36:47 main:581] : INFO : Epoch 1662 | loss: 0.0311533 | val_loss: 0.0311751 | Time: 1317.14 ms [2021-03-05 10:36:48 main:581] : INFO : Epoch 1663 | loss: 0.0311528 | val_loss: 0.0311762 | Time: 1316.95 ms [2021-03-05 10:36:49 main:581] : INFO : Epoch 1664 | loss: 0.0311555 | val_loss: 0.0311846 | Time: 1316.42 ms [2021-03-05 10:36:51 main:581] : INFO : Epoch 1665 | loss: 0.0311569 | val_loss: 0.0311755 | Time: 1319.03 ms [2021-03-05 10:36:52 main:581] : INFO : Epoch 1666 | loss: 0.031154 | val_loss: 0.03118 | Time: 1318.19 ms [2021-03-05 10:36:53 main:581] : INFO : Epoch 1667 | loss: 0.031155 | val_loss: 0.0311753 | Time: 1318.41 ms [2021-03-05 10:36:54 main:581] : INFO : Epoch 1668 | loss: 0.0311547 | val_loss: 0.0311776 | Time: 1318.22 ms [2021-03-05 10:36:56 main:581] : INFO : Epoch 1669 | loss: 0.031154 | val_loss: 0.0311773 | Time: 1317.77 ms [2021-03-05 10:36:57 main:581] : INFO : Epoch 1670 | loss: 0.0311527 | val_loss: 0.0311775 | Time: 1316.3 ms [2021-03-05 10:36:58 main:581] : INFO : Epoch 1671 | loss: 0.0311521 | val_loss: 0.0311801 | Time: 1316.69 ms [2021-03-05 10:37:00 main:581] : INFO : Epoch 1672 | loss: 0.0311553 | val_loss: 0.0311784 | Time: 1318.42 ms [2021-03-05 10:37:01 main:581] : INFO : Epoch 1673 | loss: 0.0311544 | val_loss: 0.0311789 | Time: 1320.29 ms [2021-03-05 10:37:02 main:581] : INFO : Epoch 1674 | loss: 0.0311537 | val_loss: 0.0311773 | Time: 1320.94 ms [2021-03-05 10:37:04 main:581] : INFO : Epoch 1675 | loss: 0.031154 | val_loss: 0.0311766 | Time: 1320.61 ms [2021-03-05 10:37:05 main:581] : INFO : Epoch 1676 | loss: 0.0311575 | val_loss: 0.0311743 | Time: 1318.67 ms [2021-03-05 10:37:06 main:581] : INFO : Epoch 1677 | loss: 0.0311522 | val_loss: 0.0311737 | Time: 1316.9 ms [2021-03-05 10:37:08 main:581] : INFO : Epoch 1678 | loss: 0.0311522 | val_loss: 0.031176 | Time: 1317.31 ms [2021-03-05 10:37:09 main:581] : INFO : Epoch 1679 | loss: 0.0311521 | val_loss: 0.0311742 | Time: 1317.52 ms [2021-03-05 10:37:10 main:581] : INFO : Epoch 1680 | loss: 0.0311527 | val_loss: 0.0311762 | Time: 1317.37 ms [2021-03-05 10:37:12 main:581] : INFO : Epoch 1681 | loss: 0.031152 | val_loss: 0.0311775 | Time: 1316.85 ms [2021-03-05 10:37:13 main:581] : INFO : Epoch 1682 | loss: 0.0311543 | val_loss: 0.031175 | Time: 1316.66 ms [2021-03-05 10:37:14 main:581] : INFO : Epoch 1683 | loss: 0.031155 | val_loss: 0.0311744 | Time: 1317.57 ms [2021-03-05 10:37:16 main:581] : INFO : Epoch 1684 | loss: 0.0311566 | val_loss: 0.0311734 | Time: 1317.11 ms [2021-03-05 10:37:17 main:581] : INFO : Epoch 1685 | loss: 0.0311556 | val_loss: 0.0311723 | Time: 1317.82 ms [2021-03-05 10:37:18 main:581] : INFO : Epoch 1686 | loss: 0.0311552 | val_loss: 0.0311732 | Time: 1316.46 ms [2021-03-05 10:37:20 main:581] : INFO : Epoch 1687 | loss: 0.0311542 | val_loss: 0.0311751 | Time: 1316.8 ms [2021-03-05 10:37:21 main:581] : INFO : Epoch 1688 | loss: 0.0311541 | val_loss: 0.0311741 | Time: 1316.41 ms [2021-03-05 10:37:22 main:581] : INFO : Epoch 1689 | loss: 0.0311533 | val_loss: 0.0311755 | Time: 1317.96 ms [2021-03-05 10:37:23 main:581] : INFO : Epoch 1690 | loss: 0.0311524 | val_loss: 0.0311751 | Time: 1317.2 ms [2021-03-05 10:37:25 main:581] : INFO : Epoch 1691 | loss: 0.0311531 | val_loss: 0.0311754 | Time: 1318.05 ms [2021-03-05 10:37:26 main:581] : INFO : Epoch 1692 | loss: 0.0311532 | val_loss: 0.0311765 | Time: 1317.7 ms [2021-03-05 10:37:27 main:581] : INFO : Epoch 1693 | loss: 0.0311538 | val_loss: 0.0311766 | Time: 1317.48 ms [2021-03-05 10:37:29 main:581] : INFO : Epoch 1694 | loss: 0.0311521 | val_loss: 0.0311747 | Time: 1317.22 ms [2021-03-05 10:37:30 main:581] : INFO : Epoch 1695 | loss: 0.0311527 | val_loss: 0.0311793 | Time: 1316.38 ms [2021-03-05 10:37:31 main:581] : INFO : Epoch 1696 | loss: 0.031154 | val_loss: 0.0311754 | Time: 1317.56 ms [2021-03-05 10:37:33 main:581] : INFO : Epoch 1697 | loss: 0.0311529 | val_loss: 0.0311747 | Time: 1317.68 ms [2021-03-05 10:37:34 main:581] : INFO : Epoch 1698 | loss: 0.0311571 | val_loss: 0.0311753 | Time: 1317.75 ms [2021-03-05 10:37:35 main:581] : INFO : Epoch 1699 | loss: 0.0311583 | val_loss: 0.0311742 | Time: 1318.73 ms [2021-03-05 10:37:37 main:581] : INFO : Epoch 1700 | loss: 0.0311552 | val_loss: 0.0311752 | Time: 1317.81 ms [2021-03-05 10:37:38 main:581] : INFO : Epoch 1701 | loss: 0.0311538 | val_loss: 0.0311737 | Time: 1317.68 ms [2021-03-05 10:37:39 main:581] : INFO : Epoch 1702 | loss: 0.0311532 | val_loss: 0.0311768 | Time: 1318.45 ms [2021-03-05 10:37:41 main:581] : INFO : Epoch 1703 | loss: 0.0311532 | val_loss: 0.0311736 | Time: 1318.65 ms [2021-03-05 10:37:42 main:581] : INFO : Epoch 1704 | loss: 0.0311548 | val_loss: 0.0311769 | Time: 1319.1 ms [2021-03-05 10:37:43 main:581] : INFO : Epoch 1705 | loss: 0.0311534 | val_loss: 0.0311763 | Time: 1318.49 ms [2021-03-05 10:37:45 main:581] : INFO : Epoch 1706 | loss: 0.0311543 | val_loss: 0.031174 | Time: 1318.32 ms [2021-03-05 10:37:46 main:581] : INFO : Epoch 1707 | loss: 0.0311531 | val_loss: 0.0311754 | Time: 1318.16 ms [2021-03-05 10:37:47 main:581] : INFO : Epoch 1708 | loss: 0.0311531 | val_loss: 0.031174 | Time: 1318.92 ms [2021-03-05 10:37:49 main:581] : INFO : Epoch 1709 | loss: 0.0311542 | val_loss: 0.0311747 | Time: 1318.87 ms [2021-03-05 10:37:50 main:581] : INFO : Epoch 1710 | loss: 0.031155 | val_loss: 0.0311758 | Time: 1319.32 ms [2021-03-05 10:37:51 main:581] : INFO : Epoch 1711 | loss: 0.0311553 | val_loss: 0.0311747 | Time: 1319 ms [2021-03-05 10:37:52 main:581] : INFO : Epoch 1712 | loss: 0.0311561 | val_loss: 0.0311744 | Time: 1318.17 ms [2021-03-05 10:37:54 main:581] : INFO : Epoch 1713 | loss: 0.031156 | val_loss: 0.0311799 | Time: 1317.93 ms [2021-03-05 10:37:55 main:581] : INFO : Epoch 1714 | loss: 0.0311554 | val_loss: 0.0311732 | Time: 1318.72 ms [2021-03-05 10:37:56 main:581] : INFO : Epoch 1715 | loss: 0.0311544 | val_loss: 0.0311746 | Time: 1318.29 ms [2021-03-05 10:37:58 main:581] : INFO : Epoch 1716 | loss: 0.0311546 | val_loss: 0.0311776 | Time: 1317.91 ms [2021-03-05 10:37:59 main:581] : INFO : Epoch 1717 | loss: 0.031154 | val_loss: 0.0311745 | Time: 1317.03 ms [2021-03-05 10:38:00 main:581] : INFO : Epoch 1718 | loss: 0.0311542 | val_loss: 0.0311802 | Time: 1319.76 ms [2021-03-05 10:38:02 main:581] : INFO : Epoch 1719 | loss: 0.0311549 | val_loss: 0.0311749 | Time: 1320.5 ms [2021-03-05 10:38:03 main:581] : INFO : Epoch 1720 | loss: 0.031153 | val_loss: 0.0311741 | Time: 1321.62 ms [2021-03-05 10:38:04 main:581] : INFO : Epoch 1721 | loss: 0.031153 | val_loss: 0.0311749 | Time: 1321.29 ms [2021-03-05 10:38:06 main:581] : INFO : Epoch 1722 | loss: 0.0311539 | val_loss: 0.0311763 | Time: 1318.58 ms [2021-03-05 10:38:07 main:581] : INFO : Epoch 1723 | loss: 0.0311527 | val_loss: 0.0311785 | Time: 1317.65 ms [2021-03-05 10:38:08 main:581] : INFO : Epoch 1724 | loss: 0.0311521 | val_loss: 0.0311763 | Time: 1317.92 ms [2021-03-05 10:38:10 main:581] : INFO : Epoch 1725 | loss: 0.0311529 | val_loss: 0.0311802 | Time: 1317.99 ms [2021-03-05 10:38:11 main:581] : INFO : Epoch 1726 | loss: 0.0311546 | val_loss: 0.031175 | Time: 1318.11 ms [2021-03-05 10:38:12 main:581] : INFO : Epoch 1727 | loss: 0.0311565 | val_loss: 0.0311817 | Time: 1318.07 ms [2021-03-05 10:38:14 main:581] : INFO : Epoch 1728 | loss: 0.0311552 | val_loss: 0.0311746 | Time: 1318.48 ms [2021-03-05 10:38:15 main:581] : INFO : Epoch 1729 | loss: 0.0311535 | val_loss: 0.0311738 | Time: 1318.48 ms [2021-03-05 10:38:16 main:581] : INFO : Epoch 1730 | loss: 0.0311533 | val_loss: 0.0311765 | Time: 1317.76 ms [2021-03-05 10:38:18 main:581] : INFO : Epoch 1731 | loss: 0.0311522 | val_loss: 0.031176 | Time: 1317.96 ms [2021-03-05 10:38:19 main:581] : INFO : Epoch 1732 | loss: 0.0311518 | val_loss: 0.0311745 | Time: 1317.5 ms [2021-03-05 10:38:20 main:581] : INFO : Epoch 1733 | loss: 0.0311507 | val_loss: 0.0311796 | Time: 1318.49 ms [2021-03-05 10:38:22 main:581] : INFO : Epoch 1734 | loss: 0.0311513 | val_loss: 0.0311746 | Time: 1318.56 ms [2021-03-05 10:38:23 main:581] : INFO : Epoch 1735 | loss: 0.0311524 | val_loss: 0.0311775 | Time: 1318.14 ms [2021-03-05 10:38:24 main:581] : INFO : Epoch 1736 | loss: 0.0311529 | val_loss: 0.0311754 | Time: 1318.83 ms [2021-03-05 10:38:25 main:581] : INFO : Epoch 1737 | loss: 0.0311519 | val_loss: 0.0311751 | Time: 1318.26 ms [2021-03-05 10:38:27 main:581] : INFO : Epoch 1738 | loss: 0.0311503 | val_loss: 0.0311738 | Time: 1319.12 ms [2021-03-05 10:38:28 main:581] : INFO : Epoch 1739 | loss: 0.0311505 | val_loss: 0.0311738 | Time: 1318.99 ms [2021-03-05 10:38:29 main:581] : INFO : Epoch 1740 | loss: 0.0311522 | val_loss: 0.031176 | Time: 1318.82 ms [2021-03-05 10:38:31 main:581] : INFO : Epoch 1741 | loss: 0.0311519 | val_loss: 0.0311808 | Time: 1318.8 ms [2021-03-05 10:38:32 main:581] : INFO : Epoch 1742 | loss: 0.0311522 | val_loss: 0.0311736 | Time: 1318.82 ms [2021-03-05 10:38:33 main:581] : INFO : Epoch 1743 | loss: 0.0311524 | val_loss: 0.0311745 | Time: 1317.79 ms [2021-03-05 10:38:35 main:581] : INFO : Epoch 1744 | loss: 0.0311517 | val_loss: 0.0311729 | Time: 1318.06 ms [2021-03-05 10:38:36 main:581] : INFO : Epoch 1745 | loss: 0.0311497 | val_loss: 0.0311759 | Time: 1318.55 ms [2021-03-05 10:38:37 main:581] : INFO : Epoch 1746 | loss: 0.0311496 | val_loss: 0.031175 | Time: 1318.5 ms [2021-03-05 10:38:39 main:581] : INFO : Epoch 1747 | loss: 0.0311503 | val_loss: 0.031181 | Time: 1318.07 ms [2021-03-05 10:38:40 main:581] : INFO : Epoch 1748 | loss: 0.0311529 | val_loss: 0.0311762 | Time: 1316.71 ms [2021-03-05 10:38:41 main:581] : INFO : Epoch 1749 | loss: 0.0311528 | val_loss: 0.0311736 | Time: 1315.91 ms [2021-03-05 10:38:43 main:581] : INFO : Epoch 1750 | loss: 0.0311504 | val_loss: 0.0311728 | Time: 1316.6 ms [2021-03-05 10:38:44 main:581] : INFO : Epoch 1751 | loss: 0.0311514 | val_loss: 0.0311737 | Time: 1315.95 ms [2021-03-05 10:38:45 main:581] : INFO : Epoch 1752 | loss: 0.0311521 | val_loss: 0.0311725 | Time: 1316.55 ms [2021-03-05 10:38:47 main:581] : INFO : Epoch 1753 | loss: 0.0311528 | val_loss: 0.0311746 | Time: 1316.31 ms [2021-03-05 10:38:48 main:581] : INFO : Epoch 1754 | loss: 0.0311527 | val_loss: 0.0311802 | Time: 1317.18 ms [2021-03-05 10:38:49 main:581] : INFO : Epoch 1755 | loss: 0.0311541 | val_loss: 0.0311766 | Time: 1317.98 ms [2021-03-05 10:38:50 main:581] : INFO : Epoch 1756 | loss: 0.0311545 | val_loss: 0.0311754 | Time: 1317.24 ms [2021-03-05 10:38:52 main:581] : INFO : Epoch 1757 | loss: 0.0311562 | val_loss: 0.0311796 | Time: 1318.21 ms [2021-03-05 10:38:53 main:581] : INFO : Epoch 1758 | loss: 0.0311563 | val_loss: 0.0311745 | Time: 1318.73 ms [2021-03-05 10:38:54 main:581] : INFO : Epoch 1759 | loss: 0.0311545 | val_loss: 0.0311731 | Time: 1317.54 ms [2021-03-05 10:38:56 main:581] : INFO : Epoch 1760 | loss: 0.0311542 | val_loss: 0.0311768 | Time: 1317.75 ms [2021-03-05 10:38:57 main:581] : INFO : Epoch 1761 | loss: 0.031153 | val_loss: 0.0311767 | Time: 1318.2 ms [2021-03-05 10:38:58 main:581] : INFO : Epoch 1762 | loss: 0.0311531 | val_loss: 0.0311773 | Time: 1317.86 ms [2021-03-05 10:39:00 main:581] : INFO : Epoch 1763 | loss: 0.0311537 | val_loss: 0.0311779 | Time: 1318.36 ms [2021-03-05 10:39:01 main:581] : INFO : Epoch 1764 | loss: 0.0311544 | val_loss: 0.0311745 | Time: 1321.22 ms [2021-03-05 10:39:02 main:581] : INFO : Epoch 1765 | loss: 0.031154 | val_loss: 0.0311755 | Time: 1321.9 ms [2021-03-05 10:39:04 main:581] : INFO : Epoch 1766 | loss: 0.0311537 | val_loss: 0.0311742 | Time: 1320.53 ms [2021-03-05 10:39:05 main:581] : INFO : Epoch 1767 | loss: 0.0311542 | val_loss: 0.0311763 | Time: 1318.85 ms [2021-03-05 10:39:06 main:581] : INFO : Epoch 1768 | loss: 0.0311535 | val_loss: 0.0311758 | Time: 1317.35 ms [2021-03-05 10:39:08 main:581] : INFO : Epoch 1769 | loss: 0.0311532 | val_loss: 0.0311759 | Time: 1317.27 ms [2021-03-05 10:39:09 main:581] : INFO : Epoch 1770 | loss: 0.0311527 | val_loss: 0.0311756 | Time: 1316.69 ms [2021-03-05 10:39:10 main:581] : INFO : Epoch 1771 | loss: 0.031154 | val_loss: 0.0311738 | Time: 1317.63 ms [2021-03-05 10:39:12 main:581] : INFO : Epoch 1772 | loss: 0.0311535 | val_loss: 0.0311773 | Time: 1318.07 ms [2021-03-05 10:39:13 main:581] : INFO : Epoch 1773 | loss: 0.0311538 | val_loss: 0.031175 | Time: 1317.27 ms [2021-03-05 10:39:14 main:581] : INFO : Epoch 1774 | loss: 0.0311546 | val_loss: 0.0311785 | Time: 1317.86 ms [2021-03-05 10:39:16 main:581] : INFO : Epoch 1775 | loss: 0.0311553 | val_loss: 0.0311756 | Time: 1317.66 ms [2021-03-05 10:39:17 main:581] : INFO : Epoch 1776 | loss: 0.0311531 | val_loss: 0.0311709 | Time: 1317.79 ms [2021-03-05 10:39:18 main:581] : INFO : Epoch 1777 | loss: 0.0311528 | val_loss: 0.031172 | Time: 1317.51 ms [2021-03-05 10:39:20 main:581] : INFO : Epoch 1778 | loss: 0.0311524 | val_loss: 0.031172 | Time: 1317.7 ms [2021-03-05 10:39:21 main:581] : INFO : Epoch 1779 | loss: 0.031152 | val_loss: 0.0311759 | Time: 1316.87 ms [2021-03-05 10:39:22 main:581] : INFO : Epoch 1780 | loss: 0.0311532 | val_loss: 0.0311723 | Time: 1317.1 ms [2021-03-05 10:39:23 main:581] : INFO : Epoch 1781 | loss: 0.031153 | val_loss: 0.0311738 | Time: 1318.67 ms [2021-03-05 10:39:25 main:581] : INFO : Epoch 1782 | loss: 0.031153 | val_loss: 0.0311742 | Time: 1317.29 ms [2021-03-05 10:39:26 main:581] : INFO : Epoch 1783 | loss: 0.0311528 | val_loss: 0.0311756 | Time: 1317.2 ms [2021-03-05 10:39:27 main:581] : INFO : Epoch 1784 | loss: 0.031152 | val_loss: 0.031175 | Time: 1317.45 ms [2021-03-05 10:39:29 main:581] : INFO : Epoch 1785 | loss: 0.0311539 | val_loss: 0.0311768 | Time: 1317.52 ms [2021-03-05 10:39:30 main:581] : INFO : Epoch 1786 | loss: 0.0311525 | val_loss: 0.0311758 | Time: 1318.05 ms [2021-03-05 10:39:31 main:581] : INFO : Epoch 1787 | loss: 0.0311521 | val_loss: 0.0311759 | Time: 1318.31 ms [2021-03-05 10:39:33 main:581] : INFO : Epoch 1788 | loss: 0.0311537 | val_loss: 0.0311758 | Time: 1318.69 ms [2021-03-05 10:39:34 main:581] : INFO : Epoch 1789 | loss: 0.0311541 | val_loss: 0.0311776 | Time: 1318.34 ms [2021-03-05 10:39:35 main:581] : INFO : Epoch 1790 | loss: 0.0311541 | val_loss: 0.0311744 | Time: 1317.45 ms [2021-03-05 10:39:37 main:581] : INFO : Epoch 1791 | loss: 0.0311586 | val_loss: 0.0311812 | Time: 1317.25 ms [2021-03-05 10:39:38 main:581] : INFO : Epoch 1792 | loss: 0.0392406 | val_loss: 0.0413515 | Time: 1317.79 ms [2021-03-05 10:39:39 main:581] : INFO : Epoch 1793 | loss: 0.0360491 | val_loss: 0.0318308 | Time: 1317.15 ms [2021-03-05 10:39:41 main:581] : INFO : Epoch 1794 | loss: 0.0316729 | val_loss: 0.0313835 | Time: 1317.68 ms [2021-03-05 10:39:42 main:581] : INFO : Epoch 1795 | loss: 0.0313198 | val_loss: 0.0312705 | Time: 1318.37 ms [2021-03-05 10:39:43 main:581] : INFO : Epoch 1796 | loss: 0.0312434 | val_loss: 0.031225 | Time: 1317.21 ms [2021-03-05 10:39:45 main:581] : INFO : Epoch 1797 | loss: 0.0312164 | val_loss: 0.0312045 | Time: 1317.55 ms [2021-03-05 10:39:46 main:581] : INFO : Epoch 1798 | loss: 0.0312008 | val_loss: 0.0311925 | Time: 1316.71 ms [2021-03-05 10:39:47 main:581] : INFO : Epoch 1799 | loss: 0.0311918 | val_loss: 0.0311859 | Time: 1317.37 ms [2021-03-05 10:39:48 main:581] : INFO : Epoch 1800 | loss: 0.0311869 | val_loss: 0.0311833 | Time: 1317.18 ms [2021-03-05 10:39:50 main:581] : INFO : Epoch 1801 | loss: 0.0311843 | val_loss: 0.0311815 | Time: 1318.01 ms [2021-03-05 10:39:51 main:581] : INFO : Epoch 1802 | loss: 0.0311837 | val_loss: 0.0311817 | Time: 1317.05 ms [2021-03-05 10:39:52 main:581] : INFO : Epoch 1803 | loss: 0.0311825 | val_loss: 0.0311804 | Time: 1315.81 ms [2021-03-05 10:39:54 main:581] : INFO : Epoch 1804 | loss: 0.031182 | val_loss: 0.0311801 | Time: 1316.18 ms [2021-03-05 10:39:55 main:581] : INFO : Epoch 1805 | loss: 0.0311826 | val_loss: 0.0311807 | Time: 1316.94 ms [2021-03-05 10:39:56 main:581] : INFO : Epoch 1806 | loss: 0.0311822 | val_loss: 0.0311823 | Time: 1317.82 ms [2021-03-05 10:39:58 main:581] : INFO : Epoch 1807 | loss: 0.0311824 | val_loss: 0.0311798 | Time: 1316.6 ms [2021-03-05 10:39:59 main:581] : INFO : Epoch 1808 | loss: 0.0311819 | val_loss: 0.0311801 | Time: 1317 ms [2021-03-05 10:40:00 main:581] : INFO : Epoch 1809 | loss: 0.031181 | val_loss: 0.0311798 | Time: 1318.65 ms [2021-03-05 10:40:02 main:581] : INFO : Epoch 1810 | loss: 0.0311806 | val_loss: 0.0311797 | Time: 1320.72 ms [2021-03-05 10:40:03 main:581] : INFO : Epoch 1811 | loss: 0.031181 | val_loss: 0.031179 | Time: 1322.74 ms [2021-03-05 10:40:04 main:581] : INFO : Epoch 1812 | loss: 0.031181 | val_loss: 0.0311795 | Time: 1321.94 ms [2021-03-05 10:40:06 main:581] : INFO : Epoch 1813 | loss: 0.0311798 | val_loss: 0.0311783 | Time: 1318.74 ms [2021-03-05 10:40:07 main:581] : INFO : Epoch 1814 | loss: 0.0311787 | val_loss: 0.0311777 | Time: 1318.02 ms [2021-03-05 10:40:08 main:581] : INFO : Epoch 1815 | loss: 0.0311783 | val_loss: 0.0311773 | Time: 1317.3 ms [2021-03-05 10:40:10 main:581] : INFO : Epoch 1816 | loss: 0.0311773 | val_loss: 0.0311761 | Time: 1316.69 ms [2021-03-05 10:40:11 main:581] : INFO : Epoch 1817 | loss: 0.0311765 | val_loss: 0.031177 | Time: 1317.84 ms [2021-03-05 10:40:12 main:581] : INFO : Epoch 1818 | loss: 0.0311748 | val_loss: 0.0311766 | Time: 1317.55 ms [2021-03-05 10:40:14 main:581] : INFO : Epoch 1819 | loss: 0.0311746 | val_loss: 0.0311768 | Time: 1316.88 ms [2021-03-05 10:40:15 main:581] : INFO : Epoch 1820 | loss: 0.0311741 | val_loss: 0.0311757 | Time: 1316.09 ms [2021-03-05 10:40:16 main:581] : INFO : Epoch 1821 | loss: 0.0311731 | val_loss: 0.0311763 | Time: 1316.67 ms [2021-03-05 10:40:17 main:581] : INFO : Epoch 1822 | loss: 0.0311732 | val_loss: 0.0311775 | Time: 1315.57 ms [2021-03-05 10:40:19 main:581] : INFO : Epoch 1823 | loss: 0.031174 | val_loss: 0.0311751 | Time: 1316.78 ms [2021-03-05 10:40:20 main:581] : INFO : Epoch 1824 | loss: 0.0311729 | val_loss: 0.0311764 | Time: 1318.67 ms [2021-03-05 10:40:21 main:581] : INFO : Epoch 1825 | loss: 0.0311727 | val_loss: 0.0311782 | Time: 1319.2 ms [2021-03-05 10:40:23 main:581] : INFO : Epoch 1826 | loss: 0.0311725 | val_loss: 0.0311755 | Time: 1318.27 ms [2021-03-05 10:40:24 main:581] : INFO : Epoch 1827 | loss: 0.0311711 | val_loss: 0.0311749 | Time: 1318.09 ms [2021-03-05 10:40:25 main:581] : INFO : Epoch 1828 | loss: 0.0311708 | val_loss: 0.0311743 | Time: 1318.84 ms [2021-03-05 10:40:27 main:581] : INFO : Epoch 1829 | loss: 0.0311711 | val_loss: 0.0311748 | Time: 1318.32 ms [2021-03-05 10:40:28 main:581] : INFO : Epoch 1830 | loss: 0.0311697 | val_loss: 0.0311749 | Time: 1319.1 ms [2021-03-05 10:40:29 main:581] : INFO : Epoch 1831 | loss: 0.0311688 | val_loss: 0.0311755 | Time: 1318.96 ms [2021-03-05 10:40:31 main:581] : INFO : Epoch 1832 | loss: 0.0311694 | val_loss: 0.0311767 | Time: 1318.49 ms [2021-03-05 10:40:32 main:581] : INFO : Epoch 1833 | loss: 0.0311693 | val_loss: 0.0311765 | Time: 1318.16 ms [2021-03-05 10:40:33 main:581] : INFO : Epoch 1834 | loss: 0.0311686 | val_loss: 0.0311752 | Time: 1318.11 ms [2021-03-05 10:40:35 main:581] : INFO : Epoch 1835 | loss: 0.0311681 | val_loss: 0.0311756 | Time: 1318.52 ms [2021-03-05 10:40:36 main:581] : INFO : Epoch 1836 | loss: 0.0311682 | val_loss: 0.0311746 | Time: 1318.88 ms [2021-03-05 10:40:37 main:581] : INFO : Epoch 1837 | loss: 0.0311681 | val_loss: 0.0311756 | Time: 1316.99 ms [2021-03-05 10:40:39 main:581] : INFO : Epoch 1838 | loss: 0.0311677 | val_loss: 0.0311754 | Time: 1317.51 ms [2021-03-05 10:40:40 main:581] : INFO : Epoch 1839 | loss: 0.0311683 | val_loss: 0.0311756 | Time: 1319.41 ms [2021-03-05 10:40:41 main:581] : INFO : Epoch 1840 | loss: 0.0311668 | val_loss: 0.0311744 | Time: 1317.5 ms [2021-03-05 10:40:43 main:581] : INFO : Epoch 1841 | loss: 0.0311669 | val_loss: 0.0311747 | Time: 1318.69 ms [2021-03-05 10:40:44 main:581] : INFO : Epoch 1842 | loss: 0.0311663 | val_loss: 0.0311746 | Time: 1319.37 ms [2021-03-05 10:40:45 main:581] : INFO : Epoch 1843 | loss: 0.0311668 | val_loss: 0.0311778 | Time: 1318.36 ms [2021-03-05 10:40:46 main:581] : INFO : Epoch 1844 | loss: 0.0311668 | val_loss: 0.0311739 | Time: 1317.1 ms [2021-03-05 10:40:48 main:581] : INFO : Epoch 1845 | loss: 0.0311663 | val_loss: 0.0311758 | Time: 1317.86 ms [2021-03-05 10:40:49 main:581] : INFO : Epoch 1846 | loss: 0.0311662 | val_loss: 0.0311743 | Time: 1317.12 ms [2021-03-05 10:40:50 main:581] : INFO : Epoch 1847 | loss: 0.0311664 | val_loss: 0.0311796 | Time: 1317 ms [2021-03-05 10:40:52 main:581] : INFO : Epoch 1848 | loss: 0.0311658 | val_loss: 0.031174 | Time: 1317.86 ms [2021-03-05 10:40:53 main:581] : INFO : Epoch 1849 | loss: 0.0311649 | val_loss: 0.031174 | Time: 1317.87 ms [2021-03-05 10:40:54 main:581] : INFO : Epoch 1850 | loss: 0.0311641 | val_loss: 0.031175 | Time: 1318.26 ms [2021-03-05 10:40:56 main:581] : INFO : Epoch 1851 | loss: 0.0311633 | val_loss: 0.0311746 | Time: 1317.87 ms [2021-03-05 10:40:57 main:581] : INFO : Epoch 1852 | loss: 0.0311627 | val_loss: 0.0311752 | Time: 1317.38 ms [2021-03-05 10:40:58 main:581] : INFO : Epoch 1853 | loss: 0.0311629 | val_loss: 0.0311755 | Time: 1316.98 ms [2021-03-05 10:41:00 main:581] : INFO : Epoch 1854 | loss: 0.0311623 | val_loss: 0.0311756 | Time: 1317.51 ms [2021-03-05 10:41:01 main:581] : INFO : Epoch 1855 | loss: 0.0311624 | val_loss: 0.0311752 | Time: 1320.83 ms [2021-03-05 10:41:02 main:581] : INFO : Epoch 1856 | loss: 0.0311625 | val_loss: 0.0311739 | Time: 1320.55 ms [2021-03-05 10:41:04 main:581] : INFO : Epoch 1857 | loss: 0.0311622 | val_loss: 0.0311749 | Time: 1319.77 ms [2021-03-05 10:41:05 main:581] : INFO : Epoch 1858 | loss: 0.0311627 | val_loss: 0.0311739 | Time: 1318.23 ms [2021-03-05 10:41:06 main:581] : INFO : Epoch 1859 | loss: 0.0311617 | val_loss: 0.0311747 | Time: 1315.72 ms [2021-03-05 10:41:08 main:581] : INFO : Epoch 1860 | loss: 0.0311612 | val_loss: 0.0311737 | Time: 1316.35 ms [2021-03-05 10:41:09 main:581] : INFO : Epoch 1861 | loss: 0.0311611 | val_loss: 0.0311741 | Time: 1318.03 ms [2021-03-05 10:41:10 main:581] : INFO : Epoch 1862 | loss: 0.0311609 | val_loss: 0.0311734 | Time: 1316.7 ms [2021-03-05 10:41:12 main:581] : INFO : Epoch 1863 | loss: 0.0311618 | val_loss: 0.0311728 | Time: 1318.72 ms [2021-03-05 10:41:13 main:581] : INFO : Epoch 1864 | loss: 0.0311625 | val_loss: 0.0311729 | Time: 1317.88 ms [2021-03-05 10:41:14 main:581] : INFO : Epoch 1865 | loss: 0.0311622 | val_loss: 0.0311721 | Time: 1318.57 ms [2021-03-05 10:41:15 main:581] : INFO : Epoch 1866 | loss: 0.0311622 | val_loss: 0.0311728 | Time: 1318.89 ms [2021-03-05 10:41:17 main:581] : INFO : Epoch 1867 | loss: 0.0311622 | val_loss: 0.0311719 | Time: 1319.07 ms [2021-03-05 10:41:18 main:581] : INFO : Epoch 1868 | loss: 0.031161 | val_loss: 0.0311724 | Time: 1319.05 ms [2021-03-05 10:41:19 main:581] : INFO : Epoch 1869 | loss: 0.0311616 | val_loss: 0.0311727 | Time: 1318.39 ms [2021-03-05 10:41:21 main:581] : INFO : Epoch 1870 | loss: 0.03116 | val_loss: 0.0311744 | Time: 1318.31 ms [2021-03-05 10:41:22 main:581] : INFO : Epoch 1871 | loss: 0.0311607 | val_loss: 0.0311726 | Time: 1317.43 ms [2021-03-05 10:41:23 main:581] : INFO : Epoch 1872 | loss: 0.0311603 | val_loss: 0.0311728 | Time: 1317.34 ms [2021-03-05 10:41:25 main:581] : INFO : Epoch 1873 | loss: 0.0311606 | val_loss: 0.0311737 | Time: 1318.63 ms [2021-03-05 10:41:26 main:581] : INFO : Epoch 1874 | loss: 0.0311613 | val_loss: 0.0311749 | Time: 1318.2 ms [2021-03-05 10:41:27 main:581] : INFO : Epoch 1875 | loss: 0.0311609 | val_loss: 0.0311737 | Time: 1317.76 ms [2021-03-05 10:41:29 main:581] : INFO : Epoch 1876 | loss: 0.0311594 | val_loss: 0.0311738 | Time: 1318.49 ms [2021-03-05 10:41:30 main:581] : INFO : Epoch 1877 | loss: 0.0311591 | val_loss: 0.0311744 | Time: 1317.49 ms [2021-03-05 10:41:31 main:581] : INFO : Epoch 1878 | loss: 0.0311594 | val_loss: 0.0311729 | Time: 1318.44 ms [2021-03-05 10:41:33 main:581] : INFO : Epoch 1879 | loss: 0.0311597 | val_loss: 0.0311744 | Time: 1317.59 ms [2021-03-05 10:41:34 main:581] : INFO : Epoch 1880 | loss: 0.0311604 | val_loss: 0.0311741 | Time: 1318.77 ms [2021-03-05 10:41:35 main:581] : INFO : Epoch 1881 | loss: 0.0311616 | val_loss: 0.0311728 | Time: 1317.99 ms [2021-03-05 10:41:37 main:581] : INFO : Epoch 1882 | loss: 0.0311613 | val_loss: 0.031173 | Time: 1319.19 ms [2021-03-05 10:41:38 main:581] : INFO : Epoch 1883 | loss: 0.0311605 | val_loss: 0.031174 | Time: 1317.75 ms [2021-03-05 10:41:39 main:581] : INFO : Epoch 1884 | loss: 0.0311602 | val_loss: 0.0311729 | Time: 1318.3 ms [2021-03-05 10:41:41 main:581] : INFO : Epoch 1885 | loss: 0.0311605 | val_loss: 0.0311733 | Time: 1318.79 ms [2021-03-05 10:41:42 main:581] : INFO : Epoch 1886 | loss: 0.0311596 | val_loss: 0.031173 | Time: 1318.73 ms [2021-03-05 10:41:43 main:581] : INFO : Epoch 1887 | loss: 0.0311605 | val_loss: 0.0311779 | Time: 1319.42 ms [2021-03-05 10:41:44 main:581] : INFO : Epoch 1888 | loss: 0.0311614 | val_loss: 0.0311768 | Time: 1319.46 ms [2021-03-05 10:41:46 main:581] : INFO : Epoch 1889 | loss: 0.0311615 | val_loss: 0.0311745 | Time: 1318.8 ms [2021-03-05 10:41:47 main:581] : INFO : Epoch 1890 | loss: 0.0311608 | val_loss: 0.0311744 | Time: 1318.49 ms [2021-03-05 10:41:48 main:581] : INFO : Epoch 1891 | loss: 0.0311599 | val_loss: 0.0311744 | Time: 1318.62 ms [2021-03-05 10:41:50 main:581] : INFO : Epoch 1892 | loss: 0.0311604 | val_loss: 0.0311748 | Time: 1318.29 ms [2021-03-05 10:41:51 main:581] : INFO : Epoch 1893 | loss: 0.0311612 | val_loss: 0.0311741 | Time: 1318.65 ms [2021-03-05 10:41:52 main:581] : INFO : Epoch 1894 | loss: 0.031161 | val_loss: 0.0311728 | Time: 1318.91 ms [2021-03-05 10:41:54 main:581] : INFO : Epoch 1895 | loss: 0.0311603 | val_loss: 0.0311744 | Time: 1318.32 ms [2021-03-05 10:41:55 main:581] : INFO : Epoch 1896 | loss: 0.0311622 | val_loss: 0.0311743 | Time: 1319.56 ms [2021-03-05 10:41:56 main:581] : INFO : Epoch 1897 | loss: 0.031161 | val_loss: 0.0311733 | Time: 1319.5 ms [2021-03-05 10:41:58 main:581] : INFO : Epoch 1898 | loss: 0.03116 | val_loss: 0.0311737 | Time: 1318.13 ms [2021-03-05 10:41:59 main:581] : INFO : Epoch 1899 | loss: 0.0311602 | val_loss: 0.0311737 | Time: 1318.99 ms [2021-03-05 10:42:00 main:581] : INFO : Epoch 1900 | loss: 0.0311613 | val_loss: 0.0311738 | Time: 1320.75 ms [2021-03-05 10:42:02 main:581] : INFO : Epoch 1901 | loss: 0.0311608 | val_loss: 0.0311731 | Time: 1322.47 ms [2021-03-05 10:42:03 main:581] : INFO : Epoch 1902 | loss: 0.0311594 | val_loss: 0.0311742 | Time: 1321.74 ms [2021-03-05 10:42:04 main:581] : INFO : Epoch 1903 | loss: 0.0311599 | val_loss: 0.0311753 | Time: 1322.64 ms [2021-03-05 10:42:06 main:581] : INFO : Epoch 1904 | loss: 0.0311595 | val_loss: 0.031173 | Time: 1319.75 ms [2021-03-05 10:42:07 main:581] : INFO : Epoch 1905 | loss: 0.0311596 | val_loss: 0.0311737 | Time: 1319.64 ms [2021-03-05 10:42:08 main:581] : INFO : Epoch 1906 | loss: 0.031159 | val_loss: 0.0311734 | Time: 1317.79 ms [2021-03-05 10:42:10 main:581] : INFO : Epoch 1907 | loss: 0.0311592 | val_loss: 0.0311747 | Time: 1316.77 ms [2021-03-05 10:42:11 main:581] : INFO : Epoch 1908 | loss: 0.0311589 | val_loss: 0.0311752 | Time: 1316.9 ms [2021-03-05 10:42:12 main:581] : INFO : Epoch 1909 | loss: 0.0311603 | val_loss: 0.0311769 | Time: 1319.22 ms [2021-03-05 10:42:14 main:581] : INFO : Epoch 1910 | loss: 0.0311597 | val_loss: 0.0311759 | Time: 1318.24 ms [2021-03-05 10:42:15 main:581] : INFO : Epoch 1911 | loss: 0.0311604 | val_loss: 0.0311753 | Time: 1319.42 ms [2021-03-05 10:42:16 main:581] : INFO : Epoch 1912 | loss: 0.0311613 | val_loss: 0.0311756 | Time: 1319.04 ms [2021-03-05 10:42:17 main:581] : INFO : Epoch 1913 | loss: 0.0311601 | val_loss: 0.0311748 | Time: 1318.68 ms [2021-03-05 10:42:19 main:581] : INFO : Epoch 1914 | loss: 0.0311604 | val_loss: 0.0311749 | Time: 1318.62 ms [2021-03-05 10:42:20 main:581] : INFO : Epoch 1915 | loss: 0.0311594 | val_loss: 0.031175 | Time: 1319.49 ms [2021-03-05 10:42:21 main:581] : INFO : Epoch 1916 | loss: 0.031159 | val_loss: 0.0311774 | Time: 1318.53 ms [2021-03-05 10:42:23 main:581] : INFO : Epoch 1917 | loss: 0.0311592 | val_loss: 0.0311767 | Time: 1319.34 ms [2021-03-05 10:42:24 main:581] : INFO : Epoch 1918 | loss: 0.0311575 | val_loss: 0.0311759 | Time: 1318.89 ms [2021-03-05 10:42:25 main:581] : INFO : Epoch 1919 | loss: 0.031158 | val_loss: 0.0311761 | Time: 1318.91 ms [2021-03-05 10:42:27 main:581] : INFO : Epoch 1920 | loss: 0.0311577 | val_loss: 0.0311743 | Time: 1317.73 ms [2021-03-05 10:42:28 main:581] : INFO : Epoch 1921 | loss: 0.0311572 | val_loss: 0.0311745 | Time: 1317.59 ms [2021-03-05 10:42:29 main:581] : INFO : Epoch 1922 | loss: 0.0311589 | val_loss: 0.0311742 | Time: 1317.63 ms [2021-03-05 10:42:31 main:581] : INFO : Epoch 1923 | loss: 0.0311584 | val_loss: 0.0311747 | Time: 1318.71 ms [2021-03-05 10:42:32 main:581] : INFO : Epoch 1924 | loss: 0.0311582 | val_loss: 0.0311776 | Time: 1317.78 ms [2021-03-05 10:42:33 main:581] : INFO : Epoch 1925 | loss: 0.0311588 | val_loss: 0.0311747 | Time: 1317.82 ms [2021-03-05 10:42:35 main:581] : INFO : Epoch 1926 | loss: 0.0311581 | val_loss: 0.0311736 | Time: 1318.53 ms [2021-03-05 10:42:36 main:581] : INFO : Epoch 1927 | loss: 0.0311582 | val_loss: 0.031174 | Time: 1319.67 ms [2021-03-05 10:42:37 main:581] : INFO : Epoch 1928 | loss: 0.0311583 | val_loss: 0.0311757 | Time: 1317.66 ms [2021-03-05 10:42:39 main:581] : INFO : Epoch 1929 | loss: 0.0311576 | val_loss: 0.0311746 | Time: 1318.04 ms [2021-03-05 10:42:40 main:581] : INFO : Epoch 1930 | loss: 0.0311587 | val_loss: 0.0311754 | Time: 1318.03 ms [2021-03-05 10:42:41 main:581] : INFO : Epoch 1931 | loss: 0.0311593 | val_loss: 0.0311753 | Time: 1317.24 ms [2021-03-05 10:42:43 main:581] : INFO : Epoch 1932 | loss: 0.0311579 | val_loss: 0.0311736 | Time: 1317.85 ms [2021-03-05 10:42:44 main:581] : INFO : Epoch 1933 | loss: 0.0311579 | val_loss: 0.0311759 | Time: 1318.2 ms [2021-03-05 10:42:45 main:581] : INFO : Epoch 1934 | loss: 0.0311574 | val_loss: 0.0311757 | Time: 1318.36 ms [2021-03-05 10:42:46 main:581] : INFO : Epoch 1935 | loss: 0.031157 | val_loss: 0.0311766 | Time: 1317.14 ms [2021-03-05 10:42:48 main:581] : INFO : Epoch 1936 | loss: 0.0311564 | val_loss: 0.0311751 | Time: 1317 ms [2021-03-05 10:42:49 main:581] : INFO : Epoch 1937 | loss: 0.0311573 | val_loss: 0.0311757 | Time: 1316.89 ms [2021-03-05 10:42:50 main:581] : INFO : Epoch 1938 | loss: 0.0311575 | val_loss: 0.0311741 | Time: 1315.96 ms [2021-03-05 10:42:52 main:581] : INFO : Epoch 1939 | loss: 0.0311596 | val_loss: 0.0311762 | Time: 1318.03 ms [2021-03-05 10:42:53 main:581] : INFO : Epoch 1940 | loss: 0.0311601 | val_loss: 0.0311763 | Time: 1317.96 ms [2021-03-05 10:42:54 main:581] : INFO : Epoch 1941 | loss: 0.0311583 | val_loss: 0.0311762 | Time: 1319.6 ms [2021-03-05 10:42:56 main:581] : INFO : Epoch 1942 | loss: 0.0311581 | val_loss: 0.031177 | Time: 1318.76 ms [2021-03-05 10:42:57 main:581] : INFO : Epoch 1943 | loss: 0.0311585 | val_loss: 0.0311736 | Time: 1320.33 ms [2021-03-05 10:42:58 main:581] : INFO : Epoch 1944 | loss: 0.0311592 | val_loss: 0.0311775 | Time: 1318.44 ms [2021-03-05 10:43:00 main:581] : INFO : Epoch 1945 | loss: 0.0311592 | val_loss: 0.0311753 | Time: 1318.54 ms [2021-03-05 10:43:01 main:581] : INFO : Epoch 1946 | loss: 0.0311583 | val_loss: 0.0311759 | Time: 1320.34 ms [2021-03-05 10:43:02 main:581] : INFO : Epoch 1947 | loss: 0.0311576 | val_loss: 0.031175 | Time: 1321.64 ms [2021-03-05 10:43:04 main:581] : INFO : Epoch 1948 | loss: 0.0311572 | val_loss: 0.0311756 | Time: 1322.13 ms [2021-03-05 10:43:05 main:581] : INFO : Epoch 1949 | loss: 0.0311572 | val_loss: 0.0311751 | Time: 1321.97 ms [2021-03-05 10:43:06 main:581] : INFO : Epoch 1950 | loss: 0.0311566 | val_loss: 0.0311745 | Time: 1318.41 ms [2021-03-05 10:43:08 main:581] : INFO : Epoch 1951 | loss: 0.0311569 | val_loss: 0.0311729 | Time: 1320.08 ms [2021-03-05 10:43:09 main:581] : INFO : Epoch 1952 | loss: 0.0311566 | val_loss: 0.0311742 | Time: 1319.83 ms [2021-03-05 10:43:10 main:581] : INFO : Epoch 1953 | loss: 0.0311566 | val_loss: 0.031176 | Time: 1318.59 ms [2021-03-05 10:43:12 main:581] : INFO : Epoch 1954 | loss: 0.0311573 | val_loss: 0.0311745 | Time: 1317.3 ms [2021-03-05 10:43:13 main:581] : INFO : Epoch 1955 | loss: 0.0311577 | val_loss: 0.0311743 | Time: 1317.82 ms [2021-03-05 10:43:14 main:581] : INFO : Epoch 1956 | loss: 0.0311568 | val_loss: 0.0311763 | Time: 1318.01 ms [2021-03-05 10:43:16 main:581] : INFO : Epoch 1957 | loss: 0.0311593 | val_loss: 0.0311725 | Time: 1317.11 ms [2021-03-05 10:43:17 main:581] : INFO : Epoch 1958 | loss: 0.0311595 | val_loss: 0.0311751 | Time: 1317.98 ms [2021-03-05 10:43:18 main:581] : INFO : Epoch 1959 | loss: 0.031159 | val_loss: 0.0311757 | Time: 1317.5 ms [2021-03-05 10:43:19 main:581] : INFO : Epoch 1960 | loss: 0.031157 | val_loss: 0.0311719 | Time: 1318.1 ms [2021-03-05 10:43:21 main:581] : INFO : Epoch 1961 | loss: 0.0311583 | val_loss: 0.0311736 | Time: 1317.83 ms [2021-03-05 10:43:22 main:581] : INFO : Epoch 1962 | loss: 0.0311587 | val_loss: 0.0311734 | Time: 1317.87 ms [2021-03-05 10:43:23 main:581] : INFO : Epoch 1963 | loss: 0.0311579 | val_loss: 0.0311746 | Time: 1316.94 ms [2021-03-05 10:43:25 main:581] : INFO : Epoch 1964 | loss: 0.031157 | val_loss: 0.0311743 | Time: 1316.12 ms [2021-03-05 10:43:26 main:581] : INFO : Epoch 1965 | loss: 0.0311578 | val_loss: 0.0311737 | Time: 1317.32 ms [2021-03-05 10:43:27 main:581] : INFO : Epoch 1966 | loss: 0.0311601 | val_loss: 0.0311765 | Time: 1316.74 ms [2021-03-05 10:43:29 main:581] : INFO : Epoch 1967 | loss: 0.0311575 | val_loss: 0.0311741 | Time: 1316.64 ms [2021-03-05 10:43:30 main:581] : INFO : Epoch 1968 | loss: 0.0311574 | val_loss: 0.031173 | Time: 1317.18 ms [2021-03-05 10:43:31 main:581] : INFO : Epoch 1969 | loss: 0.0311574 | val_loss: 0.0311732 | Time: 1317.63 ms [2021-03-05 10:43:33 main:581] : INFO : Epoch 1970 | loss: 0.0311574 | val_loss: 0.0311741 | Time: 1317.57 ms [2021-03-05 10:43:34 main:581] : INFO : Epoch 1971 | loss: 0.0311585 | val_loss: 0.0311718 | Time: 1317.16 ms [2021-03-05 10:43:35 main:581] : INFO : Epoch 1972 | loss: 0.0311597 | val_loss: 0.0311712 | Time: 1317.57 ms [2021-03-05 10:43:37 main:581] : INFO : Epoch 1973 | loss: 0.0311594 | val_loss: 0.0311716 | Time: 1318.19 ms [2021-03-05 10:43:38 main:581] : INFO : Epoch 1974 | loss: 0.0311602 | val_loss: 0.0311714 | Time: 1317.72 ms [2021-03-05 10:43:39 main:581] : INFO : Epoch 1975 | loss: 0.0311588 | val_loss: 0.0311756 | Time: 1316.63 ms [2021-03-05 10:43:41 main:581] : INFO : Epoch 1976 | loss: 0.031159 | val_loss: 0.0311748 | Time: 1318.49 ms [2021-03-05 10:43:42 main:581] : INFO : Epoch 1977 | loss: 0.0311572 | val_loss: 0.031173 | Time: 1318.59 ms [2021-03-05 10:43:43 main:581] : INFO : Epoch 1978 | loss: 0.0311576 | val_loss: 0.0311743 | Time: 1318.64 ms [2021-03-05 10:43:44 main:581] : INFO : Epoch 1979 | loss: 0.0311581 | val_loss: 0.031173 | Time: 1318.66 ms [2021-03-05 10:43:46 main:581] : INFO : Epoch 1980 | loss: 0.0311574 | val_loss: 0.0311713 | Time: 1318.19 ms [2021-03-05 10:43:47 main:581] : INFO : Epoch 1981 | loss: 0.0311565 | val_loss: 0.0311729 | Time: 1317.2 ms [2021-03-05 10:43:48 main:581] : INFO : Epoch 1982 | loss: 0.0311576 | val_loss: 0.0311753 | Time: 1318.01 ms [2021-03-05 10:43:50 main:581] : INFO : Epoch 1983 | loss: 0.0311586 | val_loss: 0.031174 | Time: 1317.35 ms [2021-03-05 10:43:51 main:581] : INFO : Epoch 1984 | loss: 0.0311582 | val_loss: 0.0311735 | Time: 1317.57 ms [2021-03-05 10:43:52 main:581] : INFO : Epoch 1985 | loss: 0.0311573 | val_loss: 0.0311771 | Time: 1317.18 ms [2021-03-05 10:43:54 main:581] : INFO : Epoch 1986 | loss: 0.0311569 | val_loss: 0.0311728 | Time: 1316.98 ms [2021-03-05 10:43:55 main:581] : INFO : Epoch 1987 | loss: 0.0311554 | val_loss: 0.0311708 | Time: 1317.15 ms [2021-03-05 10:43:56 main:581] : INFO : Epoch 1988 | loss: 0.0311562 | val_loss: 0.0311753 | Time: 1317.87 ms [2021-03-05 10:43:58 main:581] : INFO : Epoch 1989 | loss: 0.0311588 | val_loss: 0.0311707 | Time: 1318.62 ms [2021-03-05 10:43:59 main:581] : INFO : Epoch 1990 | loss: 0.0311563 | val_loss: 0.0311737 | Time: 1318.87 ms [2021-03-05 10:44:00 main:581] : INFO : Epoch 1991 | loss: 0.0311564 | val_loss: 0.0311718 | Time: 1320.94 ms [2021-03-05 10:44:02 main:581] : INFO : Epoch 1992 | loss: 0.0311567 | val_loss: 0.0311789 | Time: 1320.71 ms [2021-03-05 10:44:03 main:581] : INFO : Epoch 1993 | loss: 0.0311559 | val_loss: 0.0311731 | Time: 1320.99 ms [2021-03-05 10:44:04 main:581] : INFO : Epoch 1994 | loss: 0.0311552 | val_loss: 0.0311742 | Time: 1322.68 ms [2021-03-05 10:44:06 main:581] : INFO : Epoch 1995 | loss: 0.0311559 | val_loss: 0.0311749 | Time: 1319.5 ms [2021-03-05 10:44:07 main:581] : INFO : Epoch 1996 | loss: 0.0311559 | val_loss: 0.0311721 | Time: 1318.51 ms [2021-03-05 10:44:08 main:581] : INFO : Epoch 1997 | loss: 0.0311554 | val_loss: 0.0311735 | Time: 1318.36 ms [2021-03-05 10:44:10 main:581] : INFO : Epoch 1998 | loss: 0.0311552 | val_loss: 0.0311735 | Time: 1318.94 ms [2021-03-05 10:44:11 main:581] : INFO : Epoch 1999 | loss: 0.0311557 | val_loss: 0.0311724 | Time: 1317.69 ms [2021-03-05 10:44:12 main:581] : INFO : Epoch 2000 | loss: 0.0311555 | val_loss: 0.0311726 | Time: 1318.71 ms [2021-03-05 10:44:14 main:581] : INFO : Epoch 2001 | loss: 0.0311554 | val_loss: 0.0311725 | Time: 1318.94 ms [2021-03-05 10:44:15 main:581] : INFO : Epoch 2002 | loss: 0.031156 | val_loss: 0.0311729 | Time: 1316.99 ms [2021-03-05 10:44:16 main:581] : INFO : Epoch 2003 | loss: 0.0311557 | val_loss: 0.0311726 | Time: 1317.65 ms [2021-03-05 10:44:17 main:581] : INFO : Epoch 2004 | loss: 0.0311556 | val_loss: 0.0311756 | Time: 1318.15 ms [2021-03-05 10:44:19 main:581] : INFO : Epoch 2005 | loss: 0.031155 | val_loss: 0.0311725 | Time: 1316.55 ms [2021-03-05 10:44:20 main:581] : INFO : Epoch 2006 | loss: 0.0311545 | val_loss: 0.0311736 | Time: 1317.43 ms [2021-03-05 10:44:21 main:581] : INFO : Epoch 2007 | loss: 0.031155 | val_loss: 0.031176 | Time: 1317.79 ms [2021-03-05 10:44:23 main:581] : INFO : Epoch 2008 | loss: 0.0311577 | val_loss: 0.0311765 | Time: 1316.59 ms [2021-03-05 10:44:24 main:581] : INFO : Epoch 2009 | loss: 0.0311559 | val_loss: 0.0311735 | Time: 1317.2 ms [2021-03-05 10:44:25 main:581] : INFO : Epoch 2010 | loss: 0.0311539 | val_loss: 0.0311742 | Time: 1316.15 ms [2021-03-05 10:44:27 main:581] : INFO : Epoch 2011 | loss: 0.0311529 | val_loss: 0.0311758 | Time: 1316.76 ms [2021-03-05 10:44:28 main:581] : INFO : Epoch 2012 | loss: 0.0311556 | val_loss: 0.0311732 | Time: 1316.82 ms [2021-03-05 10:44:29 main:581] : INFO : Epoch 2013 | loss: 0.0311547 | val_loss: 0.0311727 | Time: 1317.78 ms [2021-03-05 10:44:31 main:581] : INFO : Epoch 2014 | loss: 0.0311539 | val_loss: 0.0311745 | Time: 1318.32 ms [2021-03-05 10:44:32 main:581] : INFO : Epoch 2015 | loss: 0.0311535 | val_loss: 0.0311724 | Time: 1318.44 ms [2021-03-05 10:44:33 main:581] : INFO : Epoch 2016 | loss: 0.0311529 | val_loss: 0.0311735 | Time: 1318.33 ms [2021-03-05 10:44:35 main:581] : INFO : Epoch 2017 | loss: 0.0311528 | val_loss: 0.0311731 | Time: 1317.88 ms [2021-03-05 10:44:36 main:581] : INFO : Epoch 2018 | loss: 0.0311541 | val_loss: 0.0311766 | Time: 1318.04 ms [2021-03-05 10:44:37 main:581] : INFO : Epoch 2019 | loss: 0.0311559 | val_loss: 0.0311741 | Time: 1318.21 ms [2021-03-05 10:44:39 main:581] : INFO : Epoch 2020 | loss: 0.031153 | val_loss: 0.031175 | Time: 1318.22 ms [2021-03-05 10:44:40 main:581] : INFO : Epoch 2021 | loss: 0.0311533 | val_loss: 0.031173 | Time: 1318.47 ms [2021-03-05 10:44:41 main:581] : INFO : Epoch 2022 | loss: 0.0311527 | val_loss: 0.0311739 | Time: 1317.37 ms [2021-03-05 10:44:42 main:581] : INFO : Epoch 2023 | loss: 0.0311532 | val_loss: 0.031175 | Time: 1317.01 ms [2021-03-05 10:44:44 main:581] : INFO : Epoch 2024 | loss: 0.0311529 | val_loss: 0.0311753 | Time: 1318.08 ms [2021-03-05 10:44:45 main:581] : INFO : Epoch 2025 | loss: 0.0311548 | val_loss: 0.0311779 | Time: 1318.61 ms [2021-03-05 10:44:46 main:581] : INFO : Epoch 2026 | loss: 0.0311534 | val_loss: 0.0311748 | Time: 1318.85 ms [2021-03-05 10:44:48 main:581] : INFO : Epoch 2027 | loss: 0.0311531 | val_loss: 0.0311799 | Time: 1317.92 ms [2021-03-05 10:44:49 main:581] : INFO : Epoch 2028 | loss: 0.031154 | val_loss: 0.0311764 | Time: 1316.37 ms [2021-03-05 10:44:50 main:581] : INFO : Epoch 2029 | loss: 0.031153 | val_loss: 0.0311754 | Time: 1316.37 ms [2021-03-05 10:44:52 main:581] : INFO : Epoch 2030 | loss: 0.0311518 | val_loss: 0.0311745 | Time: 1317.81 ms [2021-03-05 10:44:53 main:581] : INFO : Epoch 2031 | loss: 0.031152 | val_loss: 0.0311749 | Time: 1318.41 ms [2021-03-05 10:44:54 main:581] : INFO : Epoch 2032 | loss: 0.0311523 | val_loss: 0.0311766 | Time: 1317.26 ms [2021-03-05 10:44:56 main:581] : INFO : Epoch 2033 | loss: 0.0311528 | val_loss: 0.0311758 | Time: 1318.06 ms [2021-03-05 10:44:57 main:581] : INFO : Epoch 2034 | loss: 0.0311533 | val_loss: 0.0311738 | Time: 1318.32 ms [2021-03-05 10:44:58 main:581] : INFO : Epoch 2035 | loss: 0.0311566 | val_loss: 0.0311771 | Time: 1317.33 ms [2021-03-05 10:45:00 main:581] : INFO : Epoch 2036 | loss: 0.0311563 | val_loss: 0.0311733 | Time: 1317.72 ms [2021-03-05 10:45:01 main:581] : INFO : Epoch 2037 | loss: 0.0311546 | val_loss: 0.0311756 | Time: 1321.46 ms [2021-03-05 10:45:02 main:581] : INFO : Epoch 2038 | loss: 0.0311551 | val_loss: 0.0311745 | Time: 1319.91 ms [2021-03-05 10:45:04 main:581] : INFO : Epoch 2039 | loss: 0.0311558 | val_loss: 0.0311749 | Time: 1320.94 ms [2021-03-05 10:45:05 main:581] : INFO : Epoch 2040 | loss: 0.0311546 | val_loss: 0.0311743 | Time: 1319.99 ms [2021-03-05 10:45:06 main:581] : INFO : Epoch 2041 | loss: 0.0311548 | val_loss: 0.0311756 | Time: 1316.22 ms [2021-03-05 10:45:08 main:581] : INFO : Epoch 2042 | loss: 0.0311559 | val_loss: 0.0311748 | Time: 1315.6 ms [2021-03-05 10:45:09 main:581] : INFO : Epoch 2043 | loss: 0.0311563 | val_loss: 0.0311761 | Time: 1317.51 ms [2021-03-05 10:45:10 main:581] : INFO : Epoch 2044 | loss: 0.0311576 | val_loss: 0.031176 | Time: 1317.2 ms [2021-03-05 10:45:11 main:581] : INFO : Epoch 2045 | loss: 0.0311543 | val_loss: 0.0311754 | Time: 1317.53 ms [2021-03-05 10:45:13 main:581] : INFO : Epoch 2046 | loss: 0.0311548 | val_loss: 0.0311755 | Time: 1317.55 ms [2021-03-05 10:45:14 main:581] : INFO : Epoch 2047 | loss: 0.0311549 | val_loss: 0.0311737 | Time: 1317.65 ms [2021-03-05 10:45:15 main:581] : INFO : Epoch 2048 | loss: 0.0311536 | val_loss: 0.0311735 | Time: 1318.1 ms [2021-03-05 10:45:15 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311735 [2021-03-05 10:45:15 main:610] : INFO : Saving end state to config to file [2021-03-05 10:45:15 main:615] : INFO : Success, exiting.. 10:45:15 (2829): 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)