Task 3317830
| Name | ParityModified-1608176499-20670-0_0 |
| Workunit | 1584763 |
| Created | 17 Dec 2020, 3:41:40 UTC |
| Sent | 18 Dec 2020, 11:02:52 UTC |
| Report deadline | 26 Dec 2020, 11:02:52 UTC |
| Received | 19 Dec 2020, 1:20:29 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 49 min 36 sec |
| CPU time | 49 min 32 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 6,566.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.42 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311536 | val_loss: 0.0311694 | Time: 1457.63 ms
[2020-12-18 20:07:55 main:581] : INFO : Epoch 1539 | loss: 0.0311528 | val_loss: 0.0311678 | Time: 1455.36 ms
[2020-12-18 20:07:57 main:581] : INFO : Epoch 1540 | loss: 0.0311503 | val_loss: 0.0311688 | Time: 1476.19 ms
[2020-12-18 20:07:58 main:581] : INFO : Epoch 1541 | loss: 0.0311485 | val_loss: 0.0311688 | Time: 1444.94 ms
[2020-12-18 20:07:59 main:581] : INFO : Epoch 1542 | loss: 0.0311472 | val_loss: 0.0311684 | Time: 1415.59 ms
[2020-12-18 20:08:01 main:581] : INFO : Epoch 1543 | loss: 0.0311466 | val_loss: 0.0311686 | Time: 1384.75 ms
[2020-12-18 20:08:02 main:581] : INFO : Epoch 1544 | loss: 0.0311443 | val_loss: 0.0311703 | Time: 1439.46 ms
[2020-12-18 20:08:04 main:581] : INFO : Epoch 1545 | loss: 0.0311438 | val_loss: 0.0311716 | Time: 1452.79 ms
[2020-12-18 20:08:05 main:581] : INFO : Epoch 1546 | loss: 0.0311658 | val_loss: 0.0311908 | Time: 1408.52 ms
[2020-12-18 20:08:07 main:581] : INFO : Epoch 1547 | loss: 0.0311886 | val_loss: 0.0311891 | Time: 1446.21 ms
[2020-12-18 20:08:08 main:581] : INFO : Epoch 1548 | loss: 0.0311805 | val_loss: 0.0311781 | Time: 1444.12 ms
[2020-12-18 20:08:09 main:581] : INFO : Epoch 1549 | loss: 0.031176 | val_loss: 0.0311782 | Time: 1424.1 ms
[2020-12-18 20:08:11 main:581] : INFO : Epoch 1550 | loss: 0.0311739 | val_loss: 0.0311759 | Time: 1442.32 ms
[2020-12-18 20:08:12 main:581] : INFO : Epoch 1551 | loss: 0.0311703 | val_loss: 0.0311742 | Time: 1473.45 ms
[2020-12-18 20:08:14 main:581] : INFO : Epoch 1552 | loss: 0.0311679 | val_loss: 0.0311733 | Time: 1456.71 ms
[2020-12-18 20:08:15 main:581] : INFO : Epoch 1553 | loss: 0.031169 | val_loss: 0.0311723 | Time: 1429.9 ms
[2020-12-18 20:08:17 main:581] : INFO : Epoch 1554 | loss: 0.0311674 | val_loss: 0.0311719 | Time: 1422.63 ms
[2020-12-18 20:08:18 main:581] : INFO : Epoch 1555 | loss: 0.0311675 | val_loss: 0.0311743 | Time: 1443.05 ms
[2020-12-18 20:08:20 main:581] : INFO : Epoch 1556 | loss: 0.031167 | val_loss: 0.031172 | Time: 1465.1 ms
[2020-12-18 20:08:21 main:581] : INFO : Epoch 1557 | loss: 0.0311637 | val_loss: 0.0311709 | Time: 1474.47 ms
[2020-12-18 20:08:22 main:581] : INFO : Epoch 1558 | loss: 0.0311636 | val_loss: 0.0311701 | Time: 1444.07 ms
[2020-12-18 20:08:24 main:581] : INFO : Epoch 1559 | loss: 0.0311616 | val_loss: 0.0311708 | Time: 1450.23 ms
[2020-12-18 20:08:25 main:581] : INFO : Epoch 1560 | loss: 0.0311615 | val_loss: 0.0311699 | Time: 1428.68 ms
[2020-12-18 20:08:27 main:581] : INFO : Epoch 1561 | loss: 0.0311601 | val_loss: 0.0311693 | Time: 1460.24 ms
[2020-12-18 20:08:28 main:581] : INFO : Epoch 1562 | loss: 0.0311607 | val_loss: 0.0311773 | Time: 1418.01 ms
[2020-12-18 20:08:30 main:581] : INFO : Epoch 1563 | loss: 0.0311633 | val_loss: 0.0311768 | Time: 1444.62 ms
[2020-12-18 20:08:31 main:581] : INFO : Epoch 1564 | loss: 0.0311603 | val_loss: 0.0311694 | Time: 1428 ms
[2020-12-18 20:08:33 main:581] : INFO : Epoch 1565 | loss: 0.0311588 | val_loss: 0.0311721 | Time: 1452.32 ms
[2020-12-18 20:08:34 main:581] : INFO : Epoch 1566 | loss: 0.031159 | val_loss: 0.0311727 | Time: 1461.37 ms
[2020-12-18 20:08:35 main:581] : INFO : Epoch 1567 | loss: 0.0311572 | val_loss: 0.0311711 | Time: 1441.16 ms
[2020-12-18 20:08:37 main:581] : INFO : Epoch 1568 | loss: 0.0311566 | val_loss: 0.0311707 | Time: 1431.37 ms
[2020-12-18 20:08:38 main:581] : INFO : Epoch 1569 | loss: 0.0311564 | val_loss: 0.0311764 | Time: 1413.4 ms
[2020-12-18 20:08:40 main:581] : INFO : Epoch 1570 | loss: 0.0311568 | val_loss: 0.0311717 | Time: 1443.32 ms
[2020-12-18 20:08:41 main:581] : INFO : Epoch 1571 | loss: 0.0311555 | val_loss: 0.0311739 | Time: 1453.12 ms
[2020-12-18 20:08:43 main:581] : INFO : Epoch 1572 | loss: 0.0311554 | val_loss: 0.0311719 | Time: 1441.21 ms
[2020-12-18 20:08:44 main:581] : INFO : Epoch 1573 | loss: 0.0311571 | val_loss: 0.0311724 | Time: 1439.32 ms
[2020-12-18 20:08:46 main:581] : INFO : Epoch 1574 | loss: 0.0311543 | val_loss: 0.0311723 | Time: 1453.88 ms
[2020-12-18 20:08:47 main:581] : INFO : Epoch 1575 | loss: 0.0311558 | val_loss: 0.0311769 | Time: 1449.35 ms
[2020-12-18 20:08:48 main:581] : INFO : Epoch 1576 | loss: 0.0311546 | val_loss: 0.031172 | Time: 1467.06 ms
[2020-12-18 20:08:50 main:581] : INFO : Epoch 1577 | loss: 0.031153 | val_loss: 0.0311711 | Time: 1441.3 ms
[2020-12-18 20:08:51 main:581] : INFO : Epoch 1578 | loss: 0.0311534 | val_loss: 0.0311717 | Time: 1411.64 ms
[2020-12-18 20:08:53 main:581] : INFO : Epoch 1579 | loss: 0.0311527 | val_loss: 0.0311727 | Time: 1427.53 ms
[2020-12-18 20:08:54 main:581] : INFO : Epoch 1580 | loss: 0.0311552 | val_loss: 0.0311767 | Time: 1448.95 ms
[2020-12-18 20:08:56 main:581] : INFO : Epoch 1581 | loss: 0.0311581 | val_loss: 0.0311758 | Time: 1435.93 ms
[2020-12-18 20:08:57 main:581] : INFO : Epoch 1582 | loss: 0.0311612 | val_loss: 0.0311702 | Time: 1430.97 ms
[2020-12-18 20:08:59 main:581] : INFO : Epoch 1583 | loss: 0.0311583 | val_loss: 0.0311738 | Time: 1453.86 ms
[2020-12-18 20:09:00 main:581] : INFO : Epoch 1584 | loss: 0.0311568 | val_loss: 0.0311699 | Time: 1456.62 ms
[2020-12-18 20:09:01 main:581] : INFO : Epoch 1585 | loss: 0.0311548 | val_loss: 0.0311704 | Time: 1439.92 ms
[2020-12-18 20:09:03 main:581] : INFO : Epoch 1586 | loss: 0.0311544 | val_loss: 0.0311782 | Time: 1464 ms
[2020-12-18 20:09:04 main:581] : INFO : Epoch 1587 | loss: 0.0311561 | val_loss: 0.0311744 | Time: 1464.03 ms
[2020-12-18 20:09:06 main:581] : INFO : Epoch 1588 | loss: 0.0311542 | val_loss: 0.031175 | Time: 1431.1 ms
[2020-12-18 20:09:07 main:581] : INFO : Epoch 1589 | loss: 0.03115 | val_loss: 0.0311722 | Time: 1441.2 ms
[2020-12-18 20:09:09 main:581] : INFO : Epoch 1590 | loss: 0.0311491 | val_loss: 0.031173 | Time: 1431.26 ms
[2020-12-18 20:09:10 main:581] : INFO : Epoch 1591 | loss: 0.0311496 | val_loss: 0.0311737 | Time: 1476.06 ms
[2020-12-18 20:09:12 main:581] : INFO : Epoch 1592 | loss: 0.0311482 | val_loss: 0.0311744 | Time: 1466.37 ms
[2020-12-18 20:09:13 main:581] : INFO : Epoch 1593 | loss: 0.0311501 | val_loss: 0.0311718 | Time: 1454.71 ms
[2020-12-18 20:09:14 main:581] : INFO : Epoch 1594 | loss: 0.0311486 | val_loss: 0.0311778 | Time: 1469.24 ms
[2020-12-18 20:09:16 main:581] : INFO : Epoch 1595 | loss: 0.0311477 | val_loss: 0.031176 | Time: 1466.64 ms
[2020-12-18 20:09:17 main:581] : INFO : Epoch 1596 | loss: 0.031148 | val_loss: 0.0311743 | Time: 1483.45 ms
[2020-12-18 20:09:19 main:581] : INFO : Epoch 1597 | loss: 0.0311492 | val_loss: 0.0311714 | Time: 1482.66 ms
[2020-12-18 20:09:20 main:581] : INFO : Epoch 1598 | loss: 0.0311473 | val_loss: 0.0311739 | Time: 1451.6 ms
[2020-12-18 20:09:22 main:581] : INFO : Epoch 1599 | loss: 0.0311454 | val_loss: 0.0311731 | Time: 1499.16 ms
[2020-12-18 20:09:23 main:581] : INFO : Epoch 1600 | loss: 0.0311441 | val_loss: 0.0311735 | Time: 1484.32 ms
[2020-12-18 20:09:25 main:581] : INFO : Epoch 1601 | loss: 0.0311439 | val_loss: 0.0311728 | Time: 1492.71 ms
[2020-12-18 20:09:26 main:581] : INFO : Epoch 1602 | loss: 0.031144 | val_loss: 0.0311769 | Time: 1487.63 ms
[2020-12-18 20:09:28 main:581] : INFO : Epoch 1603 | loss: 0.0311438 | val_loss: 0.0311763 | Time: 1460.69 ms
[2020-12-18 20:09:29 main:581] : INFO : Epoch 1604 | loss: 0.0311455 | val_loss: 0.0311746 | Time: 1481.3 ms
[2020-12-18 20:09:31 main:581] : INFO : Epoch 1605 | loss: 0.0311439 | val_loss: 0.0311791 | Time: 1439.87 ms
[2020-12-18 20:09:32 main:581] : INFO : Epoch 1606 | loss: 0.0311454 | val_loss: 0.0311726 | Time: 1443.07 ms
[2020-12-18 20:09:34 main:581] : INFO : Epoch 1607 | loss: 0.031144 | val_loss: 0.0311761 | Time: 1445.96 ms
[2020-12-18 20:09:35 main:581] : INFO : Epoch 1608 | loss: 0.0311422 | val_loss: 0.0311783 | Time: 1426.22 ms
[2020-12-18 20:09:37 main:581] : INFO : Epoch 1609 | loss: 0.031144 | val_loss: 0.0311755 | Time: 1482.18 ms
[2020-12-18 20:09:38 main:581] : INFO : Epoch 1610 | loss: 0.0311456 | val_loss: 0.0311786 | Time: 1466.1 ms
[2020-12-18 20:09:39 main:581] : INFO : Epoch 1611 | loss: 0.0311446 | val_loss: 0.0311786 | Time: 1433.59 ms
[2020-12-18 20:09:41 main:581] : INFO : Epoch 1612 | loss: 0.0311422 | val_loss: 0.031176 | Time: 1451.17 ms
[2020-12-18 20:09:42 main:581] : INFO : Epoch 1613 | loss: 0.0311416 | val_loss: 0.0311739 | Time: 1475.4 ms
[2020-12-18 20:09:44 main:581] : INFO : Epoch 1614 | loss: 0.0311392 | val_loss: 0.0311796 | Time: 1442.21 ms
[2020-12-18 20:09:45 main:581] : INFO : Epoch 1615 | loss: 0.0311404 | val_loss: 0.0311787 | Time: 1446.09 ms
[2020-12-18 20:09:47 main:581] : INFO : Epoch 1616 | loss: 0.0311435 | val_loss: 0.0311825 | Time: 1460.36 ms
[2020-12-18 20:09:48 main:581] : INFO : Epoch 1617 | loss: 0.0311401 | val_loss: 0.031176 | Time: 1418.56 ms
[2020-12-18 20:09:50 main:581] : INFO : Epoch 1618 | loss: 0.0311397 | val_loss: 0.031177 | Time: 1448.27 ms
[2020-12-18 20:09:51 main:581] : INFO : Epoch 1619 | loss: 0.031141 | val_loss: 0.0311789 | Time: 1468.86 ms
[2020-12-18 20:09:52 main:581] : INFO : Epoch 1620 | loss: 0.0311426 | val_loss: 0.0311807 | Time: 1444.27 ms
[2020-12-18 20:09:54 main:581] : INFO : Epoch 1621 | loss: 0.0311404 | val_loss: 0.0311775 | Time: 1492.86 ms
[2020-12-18 20:09:55 main:581] : INFO : Epoch 1622 | loss: 0.0311422 | val_loss: 0.0311749 | Time: 1474.65 ms
[2020-12-18 20:09:57 main:581] : INFO : Epoch 1623 | loss: 0.0311424 | val_loss: 0.0311778 | Time: 1462.82 ms
[2020-12-18 20:09:58 main:581] : INFO : Epoch 1624 | loss: 0.0311423 | val_loss: 0.0311771 | Time: 1466.12 ms
[2020-12-18 20:10:00 main:581] : INFO : Epoch 1625 | loss: 0.0311402 | val_loss: 0.0311764 | Time: 1446.57 ms
[2020-12-18 20:10:01 main:581] : INFO : Epoch 1626 | loss: 0.0311406 | val_loss: 0.0311828 | Time: 1448.7 ms
[2020-12-18 20:10:03 main:581] : INFO : Epoch 1627 | loss: 0.0311382 | val_loss: 0.0311746 | Time: 1472.06 ms
[2020-12-18 20:10:04 main:581] : INFO : Epoch 1628 | loss: 0.0311426 | val_loss: 0.0311741 | Time: 1460.26 ms
[2020-12-18 20:10:06 main:581] : INFO : Epoch 1629 | loss: 0.0311419 | val_loss: 0.0311844 | Time: 1437.92 ms
[2020-12-18 20:10:07 main:581] : INFO : Epoch 1630 | loss: 0.0311411 | val_loss: 0.0311745 | Time: 1449.32 ms
[2020-12-18 20:10:09 main:581] : INFO : Epoch 1631 | loss: 0.0311444 | val_loss: 0.0311766 | Time: 1441.28 ms
[2020-12-18 20:10:10 main:581] : INFO : Epoch 1632 | loss: 0.0311437 | val_loss: 0.0311752 | Time: 1439.92 ms
[2020-12-18 20:10:11 main:581] : INFO : Epoch 1633 | loss: 0.0311419 | val_loss: 0.0311785 | Time: 1430.5 ms
[2020-12-18 20:10:13 main:581] : INFO : Epoch 1634 | loss: 0.0311433 | val_loss: 0.0311821 | Time: 1486.04 ms
[2020-12-18 20:10:14 main:581] : INFO : Epoch 1635 | loss: 0.0311499 | val_loss: 0.0311723 | Time: 1470.71 ms
[2020-12-18 20:10:16 main:581] : INFO : Epoch 1636 | loss: 0.0311468 | val_loss: 0.0311763 | Time: 1427.93 ms
[2020-12-18 20:10:17 main:581] : INFO : Epoch 1637 | loss: 0.0311436 | val_loss: 0.0311764 | Time: 1483.79 ms
[2020-12-18 20:10:19 main:581] : INFO : Epoch 1638 | loss: 0.0311426 | val_loss: 0.0311805 | Time: 1482.5 ms
[2020-12-18 20:10:20 main:581] : INFO : Epoch 1639 | loss: 0.0311426 | val_loss: 0.0311728 | Time: 1479.13 ms
[2020-12-18 20:10:22 main:581] : INFO : Epoch 1640 | loss: 0.0311384 | val_loss: 0.0311788 | Time: 1483.91 ms
[2020-12-18 20:10:23 main:581] : INFO : Epoch 1641 | loss: 0.0311389 | val_loss: 0.0311777 | Time: 1448.12 ms
[2020-12-18 20:10:25 main:581] : INFO : Epoch 1642 | loss: 0.0311384 | val_loss: 0.0311789 | Time: 1443.38 ms
[2020-12-18 20:10:26 main:581] : INFO : Epoch 1643 | loss: 0.031139 | val_loss: 0.0311744 | Time: 1461.18 ms
[2020-12-18 20:10:27 main:581] : INFO : Epoch 1644 | loss: 0.0311384 | val_loss: 0.0311787 | Time: 1422.29 ms
[2020-12-18 20:10:29 main:581] : INFO : Epoch 1645 | loss: 0.0311408 | val_loss: 0.0311773 | Time: 1423.85 ms
[2020-12-18 20:10:30 main:581] : INFO : Epoch 1646 | loss: 0.0311405 | val_loss: 0.0311765 | Time: 1464.91 ms
[2020-12-18 20:10:32 main:581] : INFO : Epoch 1647 | loss: 0.0311396 | val_loss: 0.0311809 | Time: 1436.55 ms
[2020-12-18 20:10:33 main:581] : INFO : Epoch 1648 | loss: 0.0311476 | val_loss: 0.0311809 | Time: 1470.71 ms
[2020-12-18 20:10:35 main:581] : INFO : Epoch 1649 | loss: 0.0311453 | val_loss: 0.0311798 | Time: 1414.89 ms
[2020-12-18 20:10:36 main:581] : INFO : Epoch 1650 | loss: 0.0311408 | val_loss: 0.031174 | Time: 1451.42 ms
[2020-12-18 20:10:38 main:581] : INFO : Epoch 1651 | loss: 0.0311472 | val_loss: 0.0311752 | Time: 1479.85 ms
[2020-12-18 20:10:39 main:581] : INFO : Epoch 1652 | loss: 0.0311454 | val_loss: 0.0311747 | Time: 1473.64 ms
[2020-12-18 20:10:41 main:581] : INFO : Epoch 1653 | loss: 0.0311462 | val_loss: 0.0311746 | Time: 1448.53 ms
[2020-12-18 20:10:42 main:581] : INFO : Epoch 1654 | loss: 0.031145 | val_loss: 0.0311743 | Time: 1424.45 ms
[2020-12-18 20:10:43 main:581] : INFO : Epoch 1655 | loss: 0.0311437 | val_loss: 0.0311783 | Time: 1433 ms
[2020-12-18 20:10:45 main:581] : INFO : Epoch 1656 | loss: 0.0311412 | val_loss: 0.0311752 | Time: 1465.76 ms
[2020-12-18 20:10:46 main:581] : INFO : Epoch 1657 | loss: 0.0311409 | val_loss: 0.0311797 | Time: 1457.39 ms
[2020-12-18 20:10:48 main:581] : INFO : Epoch 1658 | loss: 0.0311397 | val_loss: 0.0311781 | Time: 1439.97 ms
[2020-12-18 20:10:49 main:581] : INFO : Epoch 1659 | loss: 0.0311392 | val_loss: 0.0311797 | Time: 1418.62 ms
[2020-12-18 20:10:51 main:581] : INFO : Epoch 1660 | loss: 0.0311393 | val_loss: 0.031181 | Time: 1468.64 ms
[2020-12-18 20:10:52 main:581] : INFO : Epoch 1661 | loss: 0.0311391 | val_loss: 0.0311799 | Time: 1477.46 ms
[2020-12-18 20:10:54 main:581] : INFO : Epoch 1662 | loss: 0.031137 | val_loss: 0.031184 | Time: 1467.29 ms
[2020-12-18 20:10:55 main:581] : INFO : Epoch 1663 | loss: 0.0311391 | val_loss: 0.0311757 | Time: 1474.91 ms
[2020-12-18 20:10:57 main:581] : INFO : Epoch 1664 | loss: 0.0311388 | val_loss: 0.0311791 | Time: 1449.54 ms
[2020-12-18 20:10:58 main:581] : INFO : Epoch 1665 | loss: 0.0311363 | val_loss: 0.0311798 | Time: 1489.93 ms
[2020-12-18 20:10:59 main:581] : INFO : Epoch 1666 | loss: 0.0311364 | val_loss: 0.0311778 | Time: 1423.92 ms
[2020-12-18 20:11:01 main:581] : INFO : Epoch 1667 | loss: 0.0311348 | val_loss: 0.0311835 | Time: 1471.01 ms
[2020-12-18 20:11:02 main:581] : INFO : Epoch 1668 | loss: 0.0311337 | val_loss: 0.0311777 | Time: 1464.95 ms
[2020-12-18 20:11:04 main:581] : INFO : Epoch 1669 | loss: 0.0311364 | val_loss: 0.031182 | Time: 1478.08 ms
[2020-12-18 20:11:05 main:581] : INFO : Epoch 1670 | loss: 0.0311352 | val_loss: 0.0311799 | Time: 1470.78 ms
[2020-12-18 20:11:07 main:581] : INFO : Epoch 1671 | loss: 0.0311419 | val_loss: 0.0312206 | Time: 1500.95 ms
[2020-12-18 20:11:08 main:581] : INFO : Epoch 1672 | loss: 0.0314392 | val_loss: 0.033358 | Time: 1487.65 ms
[2020-12-18 20:11:10 main:581] : INFO : Epoch 1673 | loss: 0.0347247 | val_loss: 0.0364146 | Time: 1448.79 ms
[2020-12-18 20:11:11 main:581] : INFO : Epoch 1674 | loss: 0.0335133 | val_loss: 0.0316482 | Time: 1427.51 ms
[2020-12-18 20:11:13 main:581] : INFO : Epoch 1675 | loss: 0.0314622 | val_loss: 0.0312869 | Time: 1484.37 ms
[2020-12-18 20:11:14 main:581] : INFO : Epoch 1676 | loss: 0.0312719 | val_loss: 0.0312619 | Time: 1470.85 ms
[2020-12-18 20:11:16 main:581] : INFO : Epoch 1677 | loss: 0.0312553 | val_loss: 0.0312527 | Time: 1464.47 ms
[2020-12-18 20:11:17 main:581] : INFO : Epoch 1678 | loss: 0.0312518 | val_loss: 0.031251 | Time: 1454.23 ms
[2020-12-18 20:11:19 main:581] : INFO : Epoch 1679 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1480.93 ms
[2020-12-18 20:11:20 main:581] : INFO : Epoch 1680 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 1448.23 ms
[2020-12-18 20:11:21 main:581] : INFO : Epoch 1681 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1460.86 ms
[2020-12-18 20:11:23 main:581] : INFO : Epoch 1682 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 1438.72 ms
[2020-12-18 20:11:24 main:581] : INFO : Epoch 1683 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1441.98 ms
[2020-12-18 20:11:26 main:581] : INFO : Epoch 1684 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1457.89 ms
[2020-12-18 20:11:27 main:581] : INFO : Epoch 1685 | loss: 0.0312495 | val_loss: 0.0312509 | Time: 1460.25 ms
[2020-12-18 20:11:29 main:581] : INFO : Epoch 1686 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1469.32 ms
[2020-12-18 20:11:30 main:581] : INFO : Epoch 1687 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1462.24 ms
[2020-12-18 20:11:32 main:581] : INFO : Epoch 1688 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1423.37 ms
[2020-12-18 20:11:33 main:581] : INFO : Epoch 1689 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1476.22 ms
[2020-12-18 20:11:35 main:581] : INFO : Epoch 1690 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1467.78 ms
[2020-12-18 20:11:36 main:581] : INFO : Epoch 1691 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 1418.25 ms
[2020-12-18 20:11:37 main:581] : INFO : Epoch 1692 | loss: 0.031249 | val_loss: 0.03125 | Time: 1418.96 ms
[2020-12-18 20:11:39 main:581] : INFO : Epoch 1693 | loss: 0.0312493 | val_loss: 0.0312513 | Time: 1414.07 ms
[2020-12-18 20:11:40 main:581] : INFO : Epoch 1694 | loss: 0.0312493 | val_loss: 0.0312506 | Time: 1446.1 ms
[2020-12-18 20:11:42 main:581] : INFO : Epoch 1695 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 1461.05 ms
[2020-12-18 20:11:43 main:581] : INFO : Epoch 1696 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1478.97 ms
[2020-12-18 20:11:45 main:581] : INFO : Epoch 1697 | loss: 0.0312501 | val_loss: 0.0312519 | Time: 1429.36 ms
[2020-12-18 20:11:46 main:581] : INFO : Epoch 1698 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1441.31 ms
[2020-12-18 20:11:48 main:581] : INFO : Epoch 1699 | loss: 0.031249 | val_loss: 0.0312496 | Time: 1438.47 ms
[2020-12-18 20:11:49 main:581] : INFO : Epoch 1700 | loss: 0.031249 | val_loss: 0.0312494 | Time: 1448.85 ms
[2020-12-18 20:11:50 main:581] : INFO : Epoch 1701 | loss: 0.031249 | val_loss: 0.0312495 | Time: 1443.57 ms
[2020-12-18 20:11:52 main:581] : INFO : Epoch 1702 | loss: 0.0312488 | val_loss: 0.0312495 | Time: 1444.76 ms
[2020-12-18 20:11:53 main:581] : INFO : Epoch 1703 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 1468.12 ms
[2020-12-18 20:11:55 main:581] : INFO : Epoch 1704 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 1453.76 ms
[2020-12-18 20:11:56 main:581] : INFO : Epoch 1705 | loss: 0.0312487 | val_loss: 0.0312491 | Time: 1455.71 ms
[2020-12-18 20:11:58 main:581] : INFO : Epoch 1706 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 1435.56 ms
[2020-12-18 20:11:59 main:581] : INFO : Epoch 1707 | loss: 0.0312487 | val_loss: 0.0312492 | Time: 1424.43 ms
[2020-12-18 20:12:01 main:581] : INFO : Epoch 1708 | loss: 0.0312486 | val_loss: 0.0312493 | Time: 1419.54 ms
[2020-12-18 20:12:02 main:581] : INFO : Epoch 1709 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 1451.86 ms
[2020-12-18 20:12:03 main:581] : INFO : Epoch 1710 | loss: 0.0312485 | val_loss: 0.0312491 | Time: 1476.35 ms
[2020-12-18 20:12:05 main:581] : INFO : Epoch 1711 | loss: 0.0312485 | val_loss: 0.031249 | Time: 1465.28 ms
[2020-12-18 20:12:06 main:581] : INFO : Epoch 1712 | loss: 0.0312486 | val_loss: 0.031249 | Time: 1463.38 ms
[2020-12-18 20:12:08 main:581] : INFO : Epoch 1713 | loss: 0.0312483 | val_loss: 0.0312499 | Time: 1488.1 ms
[2020-12-18 20:12:09 main:581] : INFO : Epoch 1714 | loss: 0.031249 | val_loss: 0.0312493 | Time: 1447.49 ms
[2020-12-18 20:12:11 main:581] : INFO : Epoch 1715 | loss: 0.0312483 | val_loss: 0.0312489 | Time: 1436.97 ms
[2020-12-18 20:12:12 main:581] : INFO : Epoch 1716 | loss: 0.0312485 | val_loss: 0.0312487 | Time: 1438.62 ms
[2020-12-18 20:12:14 main:581] : INFO : Epoch 1717 | loss: 0.0312482 | val_loss: 0.0312494 | Time: 1474.6 ms
[2020-12-18 20:12:15 main:581] : INFO : Epoch 1718 | loss: 0.0312479 | val_loss: 0.0312484 | Time: 1511.24 ms
[2020-12-18 20:12:17 main:581] : INFO : Epoch 1719 | loss: 0.0312478 | val_loss: 0.0312488 | Time: 1463.35 ms
[2020-12-18 20:12:18 main:581] : INFO : Epoch 1720 | loss: 0.0312475 | val_loss: 0.0312482 | Time: 1457.18 ms
[2020-12-18 20:12:20 main:581] : INFO : Epoch 1721 | loss: 0.0312471 | val_loss: 0.0312481 | Time: 1459.87 ms
[2020-12-18 20:12:21 main:581] : INFO : Epoch 1722 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 1431.59 ms
[2020-12-18 20:12:22 main:581] : INFO : Epoch 1723 | loss: 0.031247 | val_loss: 0.031248 | Time: 1439.8 ms
[2020-12-18 20:12:24 main:581] : INFO : Epoch 1724 | loss: 0.0312466 | val_loss: 0.031248 | Time: 1456.11 ms
[2020-12-18 20:12:25 main:581] : INFO : Epoch 1725 | loss: 0.0312462 | val_loss: 0.0312472 | Time: 1470.74 ms
[2020-12-18 20:12:27 main:581] : INFO : Epoch 1726 | loss: 0.0312458 | val_loss: 0.031247 | Time: 1470.1 ms
[2020-12-18 20:12:28 main:581] : INFO : Epoch 1727 | loss: 0.0312456 | val_loss: 0.0312467 | Time: 1466.6 ms
[2020-12-18 20:12:30 main:581] : INFO : Epoch 1728 | loss: 0.0312449 | val_loss: 0.0312462 | Time: 1461.47 ms
[2020-12-18 20:12:31 main:581] : INFO : Epoch 1729 | loss: 0.0312445 | val_loss: 0.0312458 | Time: 1489.76 ms
[2020-12-18 20:12:33 main:581] : INFO : Epoch 1730 | loss: 0.0312438 | val_loss: 0.0312456 | Time: 1459 ms
[2020-12-18 20:12:34 main:581] : INFO : Epoch 1731 | loss: 0.0312434 | val_loss: 0.0312453 | Time: 1456.61 ms
[2020-12-18 20:12:36 main:581] : INFO : Epoch 1732 | loss: 0.0312432 | val_loss: 0.0312448 | Time: 1459.85 ms
[2020-12-18 20:12:37 main:581] : INFO : Epoch 1733 | loss: 0.0312433 | val_loss: 0.0312446 | Time: 1482.42 ms
[2020-12-18 20:12:39 main:581] : INFO : Epoch 1734 | loss: 0.0312428 | val_loss: 0.0312445 | Time: 1502.96 ms
[2020-12-18 20:12:40 main:581] : INFO : Epoch 1735 | loss: 0.0312426 | val_loss: 0.0312473 | Time: 1456.86 ms
[2020-12-18 20:12:41 main:581] : INFO : Epoch 1736 | loss: 0.0312424 | val_loss: 0.0312442 | Time: 1421.36 ms
[2020-12-18 20:12:43 main:581] : INFO : Epoch 1737 | loss: 0.0312419 | val_loss: 0.0312443 | Time: 1478.63 ms
[2020-12-18 20:12:44 main:581] : INFO : Epoch 1738 | loss: 0.0312415 | val_loss: 0.031244 | Time: 1488.11 ms
[2020-12-18 20:12:46 main:581] : INFO : Epoch 1739 | loss: 0.0312412 | val_loss: 0.0312475 | Time: 1480.78 ms
[2020-12-18 20:12:47 main:581] : INFO : Epoch 1740 | loss: 0.0312409 | val_loss: 0.0312421 | Time: 1437.24 ms
[2020-12-18 20:12:49 main:581] : INFO : Epoch 1741 | loss: 0.0312401 | val_loss: 0.0312423 | Time: 1471.76 ms
[2020-12-18 20:12:50 main:581] : INFO : Epoch 1742 | loss: 0.0312402 | val_loss: 0.0312416 | Time: 1429.2 ms
[2020-12-18 20:12:52 main:581] : INFO : Epoch 1743 | loss: 0.0312395 | val_loss: 0.0312411 | Time: 1461.4 ms
[2020-12-18 20:12:53 main:581] : INFO : Epoch 1744 | loss: 0.0312388 | val_loss: 0.031242 | Time: 1473.59 ms
[2020-12-18 20:12:55 main:581] : INFO : Epoch 1745 | loss: 0.0312409 | val_loss: 0.0312414 | Time: 1463.35 ms
[2020-12-18 20:12:56 main:581] : INFO : Epoch 1746 | loss: 0.0312394 | val_loss: 0.0312412 | Time: 1460.6 ms
[2020-12-18 20:12:58 main:581] : INFO : Epoch 1747 | loss: 0.0312395 | val_loss: 0.0312424 | Time: 1485.09 ms
[2020-12-18 20:12:59 main:581] : INFO : Epoch 1748 | loss: 0.0312384 | val_loss: 0.0312407 | Time: 1460.34 ms
[2020-12-18 20:13:01 main:581] : INFO : Epoch 1749 | loss: 0.0312389 | val_loss: 0.0312438 | Time: 1507.81 ms
[2020-12-18 20:13:02 main:581] : INFO : Epoch 1750 | loss: 0.0312385 | val_loss: 0.0312396 | Time: 1472.79 ms
[2020-12-18 20:13:04 main:581] : INFO : Epoch 1751 | loss: 0.0312379 | val_loss: 0.0312427 | Time: 1507.01 ms
[2020-12-18 20:13:05 main:581] : INFO : Epoch 1752 | loss: 0.0312386 | val_loss: 0.0312407 | Time: 1470.95 ms
[2020-12-18 20:13:06 main:581] : INFO : Epoch 1753 | loss: 0.0312381 | val_loss: 0.0312392 | Time: 1455.12 ms
[2020-12-18 20:13:08 main:581] : INFO : Epoch 1754 | loss: 0.0312378 | val_loss: 0.031239 | Time: 1458.94 ms
[2020-12-18 20:13:09 main:581] : INFO : Epoch 1755 | loss: 0.0312372 | val_loss: 0.0312393 | Time: 1451.73 ms
[2020-12-18 20:13:11 main:581] : INFO : Epoch 1756 | loss: 0.0312383 | val_loss: 0.0312407 | Time: 1493.29 ms
[2020-12-18 20:13:12 main:581] : INFO : Epoch 1757 | loss: 0.031237 | val_loss: 0.031242 | Time: 1496.52 ms
[2020-12-18 20:13:14 main:581] : INFO : Epoch 1758 | loss: 0.0312367 | val_loss: 0.0312377 | Time: 1492.32 ms
[2020-12-18 20:13:15 main:581] : INFO : Epoch 1759 | loss: 0.0312372 | val_loss: 0.0312379 | Time: 1463.6 ms
[2020-12-18 20:13:17 main:581] : INFO : Epoch 1760 | loss: 0.0312369 | val_loss: 0.0312376 | Time: 1454.04 ms
[2020-12-18 20:13:18 main:581] : INFO : Epoch 1761 | loss: 0.0312361 | val_loss: 0.0312374 | Time: 1438.11 ms
[2020-12-18 20:13:20 main:581] : INFO : Epoch 1762 | loss: 0.031236 | val_loss: 0.0312376 | Time: 1462.36 ms
[2020-12-18 20:13:21 main:581] : INFO : Epoch 1763 | loss: 0.0312357 | val_loss: 0.0312368 | Time: 1468.64 ms
[2020-12-18 20:13:23 main:581] : INFO : Epoch 1764 | loss: 0.0312352 | val_loss: 0.0312365 | Time: 1457.64 ms
[2020-12-18 20:13:24 main:581] : INFO : Epoch 1765 | loss: 0.0312345 | val_loss: 0.0312368 | Time: 1450.5 ms
[2020-12-18 20:13:26 main:581] : INFO : Epoch 1766 | loss: 0.0312357 | val_loss: 0.0312367 | Time: 1449.45 ms
[2020-12-18 20:13:27 main:581] : INFO : Epoch 1767 | loss: 0.0312354 | val_loss: 0.031238 | Time: 1458.6 ms
[2020-12-18 20:13:28 main:581] : INFO : Epoch 1768 | loss: 0.0312352 | val_loss: 0.0312372 | Time: 1444.86 ms
[2020-12-18 20:13:30 main:581] : INFO : Epoch 1769 | loss: 0.031234 | val_loss: 0.0312357 | Time: 1479.78 ms
[2020-12-18 20:13:31 main:581] : INFO : Epoch 1770 | loss: 0.031234 | val_loss: 0.0312365 | Time: 1474.84 ms
[2020-12-18 20:13:33 main:581] : INFO : Epoch 1771 | loss: 0.0312339 | val_loss: 0.0312367 | Time: 1441.6 ms
[2020-12-18 20:13:34 main:581] : INFO : Epoch 1772 | loss: 0.0312336 | val_loss: 0.0312352 | Time: 1473.71 ms
[2020-12-18 20:13:36 main:581] : INFO : Epoch 1773 | loss: 0.0312332 | val_loss: 0.0312349 | Time: 1450.06 ms
[2020-12-18 20:13:37 main:581] : INFO : Epoch 1774 | loss: 0.0312336 | val_loss: 0.0312392 | Time: 1465.72 ms
[2020-12-18 20:13:39 main:581] : INFO : Epoch 1775 | loss: 0.0312348 | val_loss: 0.031236 | Time: 1497.07 ms
[2020-12-18 20:13:40 main:581] : INFO : Epoch 1776 | loss: 0.0312336 | val_loss: 0.0312359 | Time: 1460.97 ms
[2020-12-18 20:13:42 main:581] : INFO : Epoch 1777 | loss: 0.0312336 | val_loss: 0.0312348 | Time: 1493.3 ms
[2020-12-18 20:13:43 main:581] : INFO : Epoch 1778 | loss: 0.0312326 | val_loss: 0.0312344 | Time: 1459.31 ms
[2020-12-18 20:13:45 main:581] : INFO : Epoch 1779 | loss: 0.0312323 | val_loss: 0.0312364 | Time: 1460.61 ms
[2020-12-18 20:13:46 main:581] : INFO : Epoch 1780 | loss: 0.0312326 | val_loss: 0.0312339 | Time: 1497.38 ms
[2020-12-18 20:13:48 main:581] : INFO : Epoch 1781 | loss: 0.0312323 | val_loss: 0.031234 | Time: 1466.3 ms
[2020-12-18 20:13:49 main:581] : INFO : Epoch 1782 | loss: 0.031232 | val_loss: 0.0312354 | Time: 1480.59 ms
[2020-12-18 20:13:50 main:581] : INFO : Epoch 1783 | loss: 0.0312323 | val_loss: 0.0312329 | Time: 1449.32 ms
[2020-12-18 20:13:52 main:581] : INFO : Epoch 1784 | loss: 0.0312323 | val_loss: 0.0312345 | Time: 1462.13 ms
[2020-12-18 20:13:53 main:581] : INFO : Epoch 1785 | loss: 0.0312323 | val_loss: 0.0312333 | Time: 1464.7 ms
[2020-12-18 20:13:55 main:581] : INFO : Epoch 1786 | loss: 0.0312321 | val_loss: 0.0312322 | Time: 1469.39 ms
[2020-12-18 20:13:56 main:581] : INFO : Epoch 1787 | loss: 0.0312311 | val_loss: 0.0312333 | Time: 1436.8 ms
[2020-12-18 20:13:58 main:581] : INFO : Epoch 1788 | loss: 0.0312313 | val_loss: 0.0312333 | Time: 1460.19 ms
[2020-12-18 20:13:59 main:581] : INFO : Epoch 1789 | loss: 0.0312305 | val_loss: 0.0312332 | Time: 1473.85 ms
[2020-12-18 20:14:01 main:581] : INFO : Epoch 1790 | loss: 0.0312308 | val_loss: 0.0312345 | Time: 1464.67 ms
[2020-12-18 20:14:02 main:581] : INFO : Epoch 1791 | loss: 0.0312321 | val_loss: 0.0312318 | Time: 1472.83 ms
[2020-12-18 20:14:04 main:581] : INFO : Epoch 1792 | loss: 0.0312334 | val_loss: 0.0312413 | Time: 1491.54 ms
[2020-12-18 20:14:05 main:581] : INFO : Epoch 1793 | loss: 0.0312346 | val_loss: 0.0312342 | Time: 1441.45 ms
[2020-12-18 20:14:07 main:581] : INFO : Epoch 1794 | loss: 0.0312334 | val_loss: 0.0312371 | Time: 1460.53 ms
[2020-12-18 20:14:08 main:581] : INFO : Epoch 1795 | loss: 0.0312336 | val_loss: 0.0312332 | Time: 1486.45 ms
[2020-12-18 20:14:10 main:581] : INFO : Epoch 1796 | loss: 0.0312318 | val_loss: 0.0312331 | Time: 1479.67 ms
[2020-12-18 20:14:11 main:581] : INFO : Epoch 1797 | loss: 0.0312296 | val_loss: 0.0312326 | Time: 1468.74 ms
[2020-12-18 20:14:12 main:581] : INFO : Epoch 1798 | loss: 0.0312293 | val_loss: 0.0312296 | Time: 1450.53 ms
[2020-12-18 20:14:14 main:581] : INFO : Epoch 1799 | loss: 0.0312291 | val_loss: 0.0312329 | Time: 1472.85 ms
[2020-12-18 20:14:15 main:581] : INFO : Epoch 1800 | loss: 0.0312288 | val_loss: 0.0312292 | Time: 1466.7 ms
[2020-12-18 20:14:17 main:581] : INFO : Epoch 1801 | loss: 0.0312287 | val_loss: 0.0312298 | Time: 1463.7 ms
[2020-12-18 20:14:18 main:581] : INFO : Epoch 1802 | loss: 0.0312283 | val_loss: 0.0312303 | Time: 1476.49 ms
[2020-12-18 20:14:20 main:581] : INFO : Epoch 1803 | loss: 0.0312276 | val_loss: 0.0312311 | Time: 1453.73 ms
[2020-12-18 20:14:21 main:581] : INFO : Epoch 1804 | loss: 0.0312287 | val_loss: 0.03123 | Time: 1458.36 ms
[2020-12-18 20:14:23 main:581] : INFO : Epoch 1805 | loss: 0.0312289 | val_loss: 0.0312304 | Time: 1469.91 ms
[2020-12-18 20:14:24 main:581] : INFO : Epoch 1806 | loss: 0.0312312 | val_loss: 0.0312286 | Time: 1478.44 ms
[2020-12-18 20:14:26 main:581] : INFO : Epoch 1807 | loss: 0.0312264 | val_loss: 0.031229 | Time: 1457.59 ms
[2020-12-18 20:14:27 main:581] : INFO : Epoch 1808 | loss: 0.0312267 | val_loss: 0.0312279 | Time: 1450.86 ms
[2020-12-18 20:14:29 main:581] : INFO : Epoch 1809 | loss: 0.0312271 | val_loss: 0.0312284 | Time: 1451.82 ms
[2020-12-18 20:14:30 main:581] : INFO : Epoch 1810 | loss: 0.0312272 | val_loss: 0.031228 | Time: 1460.89 ms
[2020-12-18 20:14:32 main:581] : INFO : Epoch 1811 | loss: 0.0312267 | val_loss: 0.0312289 | Time: 1469.25 ms
[2020-12-18 20:14:33 main:581] : INFO : Epoch 1812 | loss: 0.0312263 | val_loss: 0.0312282 | Time: 1429.35 ms
[2020-12-18 20:14:34 main:581] : INFO : Epoch 1813 | loss: 0.0312286 | val_loss: 0.0312295 | Time: 1434.24 ms
[2020-12-18 20:14:36 main:581] : INFO : Epoch 1814 | loss: 0.0312296 | val_loss: 0.0312304 | Time: 1465.74 ms
[2020-12-18 20:14:37 main:581] : INFO : Epoch 1815 | loss: 0.0312266 | val_loss: 0.0312287 | Time: 1450.74 ms
[2020-12-18 20:14:39 main:581] : INFO : Epoch 1816 | loss: 0.0312263 | val_loss: 0.0312273 | Time: 1435.24 ms
[2020-12-18 20:14:40 main:581] : INFO : Epoch 1817 | loss: 0.0312275 | val_loss: 0.0312307 | Time: 1469.36 ms
[2020-12-18 20:14:42 main:581] : INFO : Epoch 1818 | loss: 0.0312267 | val_loss: 0.0312325 | Time: 1480.34 ms
[2020-12-18 20:14:43 main:581] : INFO : Epoch 1819 | loss: 0.0312268 | val_loss: 0.0312278 | Time: 1440.3 ms
[2020-12-18 20:14:45 main:581] : INFO : Epoch 1820 | loss: 0.031225 | val_loss: 0.0312271 | Time: 1423.96 ms
[2020-12-18 20:14:46 main:581] : INFO : Epoch 1821 | loss: 0.0312245 | val_loss: 0.031226 | Time: 1484.52 ms
[2020-12-18 20:14:47 main:581] : INFO : Epoch 1822 | loss: 0.0312256 | val_loss: 0.0312265 | Time: 1469.15 ms
[2020-12-18 20:14:49 main:581] : INFO : Epoch 1823 | loss: 0.0312256 | val_loss: 0.0312265 | Time: 1436.03 ms
[2020-12-18 20:14:50 main:581] : INFO : Epoch 1824 | loss: 0.0312243 | val_loss: 0.0312269 | Time: 1489.49 ms
[2020-12-18 20:14:52 main:581] : INFO : Epoch 1825 | loss: 0.031226 | val_loss: 0.0312249 | Time: 1453.67 ms
[2020-12-18 20:14:53 main:581] : INFO : Epoch 1826 | loss: 0.0312241 | val_loss: 0.0312255 | Time: 1452.44 ms
[2020-12-18 20:14:55 main:581] : INFO : Epoch 1827 | loss: 0.031226 | val_loss: 0.0312263 | Time: 1429.75 ms
[2020-12-18 20:14:56 main:581] : INFO : Epoch 1828 | loss: 0.0312237 | val_loss: 0.0312251 | Time: 1457.02 ms
[2020-12-18 20:14:58 main:581] : INFO : Epoch 1829 | loss: 0.0312255 | val_loss: 0.0312289 | Time: 1450.66 ms
[2020-12-18 20:14:59 main:581] : INFO : Epoch 1830 | loss: 0.0312257 | val_loss: 0.0312244 | Time: 1419.82 ms
[2020-12-18 20:15:01 main:581] : INFO : Epoch 1831 | loss: 0.0312241 | val_loss: 0.0312273 | Time: 1437.94 ms
[2020-12-18 20:15:02 main:581] : INFO : Epoch 1832 | loss: 0.0312259 | val_loss: 0.0312243 | Time: 1467.26 ms
[2020-12-18 20:15:03 main:581] : INFO : Epoch 1833 | loss: 0.0312284 | val_loss: 0.0312268 | Time: 1463.73 ms
[2020-12-18 20:15:05 main:581] : INFO : Epoch 1834 | loss: 0.0312245 | val_loss: 0.0312236 | Time: 1483.38 ms
[2020-12-18 20:15:06 main:581] : INFO : Epoch 1835 | loss: 0.0312238 | val_loss: 0.0312244 | Time: 1470.93 ms
[2020-12-18 20:15:08 main:581] : INFO : Epoch 1836 | loss: 0.0312243 | val_loss: 0.0312271 | Time: 1479.78 ms
[2020-12-18 20:15:09 main:581] : INFO : Epoch 1837 | loss: 0.0312246 | val_loss: 0.0312245 | Time: 1421.41 ms
[2020-12-18 20:15:11 main:581] : INFO : Epoch 1838 | loss: 0.0312226 | val_loss: 0.0312228 | Time: 1430.26 ms
[2020-12-18 20:15:12 main:581] : INFO : Epoch 1839 | loss: 0.0312228 | val_loss: 0.0312295 | Time: 1438.67 ms
[2020-12-18 20:15:14 main:581] : INFO : Epoch 1840 | loss: 0.031223 | val_loss: 0.0312259 | Time: 1403.17 ms
[2020-12-18 20:15:15 main:581] : INFO : Epoch 1841 | loss: 0.0312231 | val_loss: 0.0312291 | Time: 1461.94 ms
[2020-12-18 20:15:16 main:581] : INFO : Epoch 1842 | loss: 0.0312262 | val_loss: 0.0312228 | Time: 1442.65 ms
[2020-12-18 20:15:18 main:581] : INFO : Epoch 1843 | loss: 0.0312224 | val_loss: 0.0312222 | Time: 1488.46 ms
[2020-12-18 20:15:19 main:581] : INFO : Epoch 1844 | loss: 0.0312226 | val_loss: 0.0312251 | Time: 1478.42 ms
[2020-12-18 20:15:21 main:581] : INFO : Epoch 1845 | loss: 0.0312239 | val_loss: 0.0312257 | Time: 1439.11 ms
[2020-12-18 20:15:22 main:581] : INFO : Epoch 1846 | loss: 0.0312213 | val_loss: 0.0312235 | Time: 1423.2 ms
[2020-12-18 20:15:24 main:581] : INFO : Epoch 1847 | loss: 0.0312227 | val_loss: 0.0312224 | Time: 1418.25 ms
[2020-12-18 20:15:25 main:581] : INFO : Epoch 1848 | loss: 0.0312209 | val_loss: 0.0312235 | Time: 1450.18 ms
[2020-12-18 20:15:27 main:581] : INFO : Epoch 1849 | loss: 0.0312206 | val_loss: 0.0312213 | Time: 1488.53 ms
[2020-12-18 20:15:28 main:581] : INFO : Epoch 1850 | loss: 0.0312203 | val_loss: 0.031222 | Time: 1469.72 ms
[2020-12-18 20:15:30 main:581] : INFO : Epoch 1851 | loss: 0.0312201 | val_loss: 0.0312202 | Time: 1448.97 ms
[2020-12-18 20:15:31 main:581] : INFO : Epoch 1852 | loss: 0.0312229 | val_loss: 0.0312212 | Time: 1476.95 ms
[2020-12-18 20:15:32 main:581] : INFO : Epoch 1853 | loss: 0.0312209 | val_loss: 0.0312218 | Time: 1431.95 ms
[2020-12-18 20:15:34 main:581] : INFO : Epoch 1854 | loss: 0.0312198 | val_loss: 0.0312195 | Time: 1456.94 ms
[2020-12-18 20:15:35 main:581] : INFO : Epoch 1855 | loss: 0.0312188 | val_loss: 0.0312198 | Time: 1478 ms
[2020-12-18 20:15:37 main:581] : INFO : Epoch 1856 | loss: 0.0312198 | val_loss: 0.0312231 | Time: 1445.54 ms
[2020-12-18 20:15:38 main:581] : INFO : Epoch 1857 | loss: 0.0312205 | val_loss: 0.0312236 | Time: 1430.68 ms
[2020-12-18 20:15:40 main:581] : INFO : Epoch 1858 | loss: 0.0312199 | val_loss: 0.0312223 | Time: 1438.51 ms
[2020-12-18 20:15:41 main:581] : INFO : Epoch 1859 | loss: 0.0312203 | val_loss: 0.0312188 | Time: 1440.65 ms
[2020-12-18 20:15:43 main:581] : INFO : Epoch 1860 | loss: 0.0312214 | val_loss: 0.0312229 | Time: 1462.6 ms
[2020-12-18 20:15:44 main:581] : INFO : Epoch 1861 | loss: 0.0312208 | val_loss: 0.0312207 | Time: 1480.25 ms
[2020-12-18 20:15:46 main:581] : INFO : Epoch 1862 | loss: 0.0312196 | val_loss: 0.0312181 | Time: 1454.25 ms
[2020-12-18 20:15:47 main:581] : INFO : Epoch 1863 | loss: 0.0312191 | val_loss: 0.0312195 | Time: 1428.91 ms
[2020-12-18 20:15:48 main:581] : INFO : Epoch 1864 | loss: 0.031219 | val_loss: 0.0312173 | Time: 1473.69 ms
[2020-12-18 20:15:50 main:581] : INFO : Epoch 1865 | loss: 0.0312178 | val_loss: 0.0312178 | Time: 1455.5 ms
[2020-12-18 20:15:51 main:581] : INFO : Epoch 1866 | loss: 0.0312179 | val_loss: 0.0312213 | Time: 1461.67 ms
[2020-12-18 20:15:53 main:581] : INFO : Epoch 1867 | loss: 0.0312179 | val_loss: 0.0312177 | Time: 1451.22 ms
[2020-12-18 20:15:54 main:581] : INFO : Epoch 1868 | loss: 0.0312217 | val_loss: 0.0312313 | Time: 1495.54 ms
[2020-12-18 20:15:56 main:581] : INFO : Epoch 1869 | loss: 0.0312188 | val_loss: 0.0312176 | Time: 1468.68 ms
[2020-12-18 20:15:57 main:581] : INFO : Epoch 1870 | loss: 0.0312158 | val_loss: 0.0312193 | Time: 1476.08 ms
[2020-12-18 20:15:59 main:581] : INFO : Epoch 1871 | loss: 0.0312163 | val_loss: 0.0312199 | Time: 1468.89 ms
[2020-12-18 20:16:00 main:581] : INFO : Epoch 1872 | loss: 0.0312159 | val_loss: 0.031216 | Time: 1448.74 ms
[2020-12-18 20:16:02 main:581] : INFO : Epoch 1873 | loss: 0.031215 | val_loss: 0.0312176 | Time: 1443.46 ms
[2020-12-18 20:16:03 main:581] : INFO : Epoch 1874 | loss: 0.0312169 | val_loss: 0.0312186 | Time: 1454.92 ms
[2020-12-18 20:16:05 main:581] : INFO : Epoch 1875 | loss: 0.0312191 | val_loss: 0.0312147 | Time: 1458.56 ms
[2020-12-18 20:16:06 main:581] : INFO : Epoch 1876 | loss: 0.0312151 | val_loss: 0.0312148 | Time: 1478.15 ms
[2020-12-18 20:16:08 main:581] : INFO : Epoch 1877 | loss: 0.0312139 | val_loss: 0.031214 | Time: 1461.44 ms
[2020-12-18 20:16:09 main:581] : INFO : Epoch 1878 | loss: 0.0312163 | val_loss: 0.0312173 | Time: 1459.53 ms
[2020-12-18 20:16:10 main:581] : INFO : Epoch 1879 | loss: 0.0312166 | val_loss: 0.0312158 | Time: 1461.42 ms
[2020-12-18 20:16:12 main:581] : INFO : Epoch 1880 | loss: 0.0312137 | val_loss: 0.0312135 | Time: 1434.77 ms
[2020-12-18 20:16:13 main:581] : INFO : Epoch 1881 | loss: 0.0312129 | val_loss: 0.0312153 | Time: 1451.37 ms
[2020-12-18 20:16:15 main:581] : INFO : Epoch 1882 | loss: 0.0312143 | val_loss: 0.0312178 | Time: 1454.49 ms
[2020-12-18 20:16:16 main:581] : INFO : Epoch 1883 | loss: 0.0312139 | val_loss: 0.0312136 | Time: 1468.68 ms
[2020-12-18 20:16:18 main:581] : INFO : Epoch 1884 | loss: 0.0312133 | val_loss: 0.0312136 | Time: 1486.28 ms
[2020-12-18 20:16:19 main:581] : INFO : Epoch 1885 | loss: 0.0312129 | val_loss: 0.0312142 | Time: 1458.79 ms
[2020-12-18 20:16:21 main:581] : INFO : Epoch 1886 | loss: 0.0312131 | val_loss: 0.0312144 | Time: 1449.61 ms
[2020-12-18 20:16:22 main:581] : INFO : Epoch 1887 | loss: 0.0312302 | val_loss: 0.0312729 | Time: 1455.94 ms
[2020-12-18 20:16:24 main:581] : INFO : Epoch 1888 | loss: 0.0312676 | val_loss: 0.0312401 | Time: 1419.62 ms
[2020-12-18 20:16:25 main:581] : INFO : Epoch 1889 | loss: 0.0312388 | val_loss: 0.0312339 | Time: 1463.53 ms
[2020-12-18 20:16:26 main:581] : INFO : Epoch 1890 | loss: 0.031232 | val_loss: 0.0312266 | Time: 1433.96 ms
[2020-12-18 20:16:28 main:581] : INFO : Epoch 1891 | loss: 0.0312278 | val_loss: 0.0312197 | Time: 1446.84 ms
[2020-12-18 20:16:29 main:581] : INFO : Epoch 1892 | loss: 0.031219 | val_loss: 0.0312169 | Time: 1465.95 ms
[2020-12-18 20:16:31 main:581] : INFO : Epoch 1893 | loss: 0.0312174 | val_loss: 0.0312266 | Time: 1442.93 ms
[2020-12-18 20:16:32 main:581] : INFO : Epoch 1894 | loss: 0.0312198 | val_loss: 0.0312161 | Time: 1485.37 ms
[2020-12-18 20:16:34 main:581] : INFO : Epoch 1895 | loss: 0.0312182 | val_loss: 0.0312135 | Time: 1485.08 ms
[2020-12-18 20:16:35 main:581] : INFO : Epoch 1896 | loss: 0.0312177 | val_loss: 0.031214 | Time: 1444.16 ms
[2020-12-18 20:16:37 main:581] : INFO : Epoch 1897 | loss: 0.0312148 | val_loss: 0.0312178 | Time: 1440.5 ms
[2020-12-18 20:16:38 main:581] : INFO : Epoch 1898 | loss: 0.0312178 | val_loss: 0.0312176 | Time: 1469.02 ms
[2020-12-18 20:16:40 main:581] : INFO : Epoch 1899 | loss: 0.0312182 | val_loss: 0.0312134 | Time: 1428.15 ms
[2020-12-18 20:16:41 main:581] : INFO : Epoch 1900 | loss: 0.0312162 | val_loss: 0.031219 | Time: 1438.67 ms
[2020-12-18 20:16:42 main:581] : INFO : Epoch 1901 | loss: 0.0312163 | val_loss: 0.0312117 | Time: 1457.63 ms
[2020-12-18 20:16:44 main:581] : INFO : Epoch 1902 | loss: 0.0312167 | val_loss: 0.0312146 | Time: 1472.41 ms
[2020-12-18 20:16:45 main:581] : INFO : Epoch 1903 | loss: 0.0312154 | val_loss: 0.0312151 | Time: 1476.89 ms
[2020-12-18 20:16:47 main:581] : INFO : Epoch 1904 | loss: 0.0312139 | val_loss: 0.0312113 | Time: 1485.03 ms
[2020-12-18 20:16:48 main:581] : INFO : Epoch 1905 | loss: 0.0312158 | val_loss: 0.0312166 | Time: 1467.69 ms
[2020-12-18 20:16:50 main:581] : INFO : Epoch 1906 | loss: 0.0312148 | val_loss: 0.0312114 | Time: 1433.19 ms
[2020-12-18 20:16:51 main:581] : INFO : Epoch 1907 | loss: 0.0312143 | val_loss: 0.0312125 | Time: 1456.12 ms
[2020-12-18 20:16:53 main:581] : INFO : Epoch 1908 | loss: 0.0312143 | val_loss: 0.0312162 | Time: 1445.1 ms
[2020-12-18 20:16:54 main:581] : INFO : Epoch 1909 | loss: 0.031222 | val_loss: 0.0312155 | Time: 1448.04 ms
[2020-12-18 20:16:56 main:581] : INFO : Epoch 1910 | loss: 0.0312209 | val_loss: 0.0312167 | Time: 1452.33 ms
[2020-12-18 20:16:57 main:581] : INFO : Epoch 1911 | loss: 0.0312201 | val_loss: 0.031228 | Time: 1456.9 ms
[2020-12-18 20:16:58 main:581] : INFO : Epoch 1912 | loss: 0.0312236 | val_loss: 0.0312159 | Time: 1456.12 ms
[2020-12-18 20:17:00 main:581] : INFO : Epoch 1913 | loss: 0.0312155 | val_loss: 0.0312143 | Time: 1467.19 ms
[2020-12-18 20:17:01 main:581] : INFO : Epoch 1914 | loss: 0.0312135 | val_loss: 0.0312118 | Time: 1454.76 ms
[2020-12-18 20:17:03 main:581] : INFO : Epoch 1915 | loss: 0.031214 | val_loss: 0.031213 | Time: 1417.56 ms
[2020-12-18 20:17:04 main:581] : INFO : Epoch 1916 | loss: 0.0312143 | val_loss: 0.0312162 | Time: 1448.23 ms
[2020-12-18 20:17:06 main:581] : INFO : Epoch 1917 | loss: 0.0312226 | val_loss: 0.0312218 | Time: 1468.36 ms
[2020-12-18 20:17:07 main:581] : INFO : Epoch 1918 | loss: 0.0312167 | val_loss: 0.0312141 | Time: 1486.29 ms
[2020-12-18 20:17:09 main:581] : INFO : Epoch 1919 | loss: 0.0312144 | val_loss: 0.0312115 | Time: 1463.14 ms
[2020-12-18 20:17:10 main:581] : INFO : Epoch 1920 | loss: 0.0312131 | val_loss: 0.0312115 | Time: 1478.75 ms
[2020-12-18 20:17:12 main:581] : INFO : Epoch 1921 | loss: 0.0312145 | val_loss: 0.0312136 | Time: 1448.72 ms
[2020-12-18 20:17:13 main:581] : INFO : Epoch 1922 | loss: 0.0312135 | val_loss: 0.0312109 | Time: 1478.59 ms
[2020-12-18 20:17:15 main:581] : INFO : Epoch 1923 | loss: 0.0312135 | val_loss: 0.0312113 | Time: 1460.05 ms
[2020-12-18 20:17:16 main:581] : INFO : Epoch 1924 | loss: 0.0312142 | val_loss: 0.0312119 | Time: 1450.05 ms
[2020-12-18 20:17:17 main:581] : INFO : Epoch 1925 | loss: 0.0312138 | val_loss: 0.0312107 | Time: 1446.68 ms
[2020-12-18 20:17:19 main:581] : INFO : Epoch 1926 | loss: 0.0312147 | val_loss: 0.0312152 | Time: 1482.41 ms
[2020-12-18 20:17:20 main:581] : INFO : Epoch 1927 | loss: 0.0312149 | val_loss: 0.0312122 | Time: 1450.86 ms
[2020-12-18 20:17:22 main:581] : INFO : Epoch 1928 | loss: 0.0312139 | val_loss: 0.0312114 | Time: 1459.62 ms
[2020-12-18 20:17:23 main:581] : INFO : Epoch 1929 | loss: 0.0312136 | val_loss: 0.0312118 | Time: 1447.85 ms
[2020-12-18 20:17:25 main:581] : INFO : Epoch 1930 | loss: 0.0312142 | val_loss: 0.0312153 | Time: 1416.3 ms
[2020-12-18 20:17:26 main:581] : INFO : Epoch 1931 | loss: 0.0312138 | val_loss: 0.0312125 | Time: 1437.11 ms
[2020-12-18 20:17:28 main:581] : INFO : Epoch 1932 | loss: 0.0312135 | val_loss: 0.0312108 | Time: 1456.44 ms
[2020-12-18 20:17:29 main:581] : INFO : Epoch 1933 | loss: 0.0312144 | val_loss: 0.0312125 | Time: 1426.91 ms
[2020-12-18 20:17:30 main:581] : INFO : Epoch 1934 | loss: 0.0312163 | val_loss: 0.0312111 | Time: 1456.63 ms
[2020-12-18 20:17:32 main:581] : INFO : Epoch 1935 | loss: 0.0312135 | val_loss: 0.0312108 | Time: 1475.72 ms
[2020-12-18 20:17:33 main:581] : INFO : Epoch 1936 | loss: 0.0312128 | val_loss: 0.0312106 | Time: 1465.5 ms
[2020-12-18 20:17:35 main:581] : INFO : Epoch 1937 | loss: 0.0312156 | val_loss: 0.0312122 | Time: 1469.12 ms
[2020-12-18 20:17:36 main:581] : INFO : Epoch 1938 | loss: 0.0312153 | val_loss: 0.0312121 | Time: 1463.99 ms
[2020-12-18 20:17:38 main:581] : INFO : Epoch 1939 | loss: 0.0312139 | val_loss: 0.0312123 | Time: 1462.45 ms
[2020-12-18 20:17:39 main:581] : INFO : Epoch 1940 | loss: 0.0312169 | val_loss: 0.0312122 | Time: 1484.47 ms
[2020-12-18 20:17:41 main:581] : INFO : Epoch 1941 | loss: 0.0312143 | val_loss: 0.0312163 | Time: 1485.42 ms
[2020-12-18 20:17:42 main:581] : INFO : Epoch 1942 | loss: 0.0312152 | val_loss: 0.0312149 | Time: 1466.86 ms
[2020-12-18 20:17:44 main:581] : INFO : Epoch 1943 | loss: 0.0312146 | val_loss: 0.031215 | Time: 1467.63 ms
[2020-12-18 20:17:45 main:581] : INFO : Epoch 1944 | loss: 0.0312142 | val_loss: 0.0312114 | Time: 1412.77 ms
[2020-12-18 20:17:47 main:581] : INFO : Epoch 1945 | loss: 0.031213 | val_loss: 0.0312105 | Time: 1421.73 ms
[2020-12-18 20:17:48 main:581] : INFO : Epoch 1946 | loss: 0.0312146 | val_loss: 0.0312116 | Time: 1464.37 ms
[2020-12-18 20:17:49 main:581] : INFO : Epoch 1947 | loss: 0.0312142 | val_loss: 0.0312112 | Time: 1465.47 ms
[2020-12-18 20:17:51 main:581] : INFO : Epoch 1948 | loss: 0.0312139 | val_loss: 0.0312105 | Time: 1475.97 ms
[2020-12-18 20:17:52 main:581] : INFO : Epoch 1949 | loss: 0.0312135 | val_loss: 0.0312114 | Time: 1462.29 ms
[2020-12-18 20:17:54 main:581] : INFO : Epoch 1950 | loss: 0.0312148 | val_loss: 0.0312134 | Time: 1453.6 ms
[2020-12-18 20:17:55 main:581] : INFO : Epoch 1951 | loss: 0.0312155 | val_loss: 0.0312115 | Time: 1408.68 ms
[2020-12-18 20:17:57 main:581] : INFO : Epoch 1952 | loss: 0.0312131 | val_loss: 0.0312107 | Time: 1398.46 ms
[2020-12-18 20:17:58 main:581] : INFO : Epoch 1953 | loss: 0.0312135 | val_loss: 0.0312161 | Time: 1405.59 ms
[2020-12-18 20:17:59 main:581] : INFO : Epoch 1954 | loss: 0.0312143 | val_loss: 0.0312132 | Time: 1398.32 ms
[2020-12-18 20:18:01 main:581] : INFO : Epoch 1955 | loss: 0.0312139 | val_loss: 0.0312152 | Time: 1396.82 ms
[2020-12-18 20:18:02 main:581] : INFO : Epoch 1956 | loss: 0.031217 | val_loss: 0.0312132 | Time: 1401.43 ms
[2020-12-18 20:18:04 main:581] : INFO : Epoch 1957 | loss: 0.0312143 | val_loss: 0.031214 | Time: 1428.31 ms
[2020-12-18 20:18:05 main:581] : INFO : Epoch 1958 | loss: 0.031214 | val_loss: 0.0312103 | Time: 1448.79 ms
[2020-12-18 20:18:07 main:581] : INFO : Epoch 1959 | loss: 0.0312139 | val_loss: 0.0312122 | Time: 1418.6 ms
[2020-12-18 20:18:08 main:581] : INFO : Epoch 1960 | loss: 0.0312157 | val_loss: 0.0312122 | Time: 1422.61 ms
[2020-12-18 20:18:09 main:581] : INFO : Epoch 1961 | loss: 0.0312147 | val_loss: 0.0312123 | Time: 1430.56 ms
[2020-12-18 20:18:11 main:581] : INFO : Epoch 1962 | loss: 0.0312132 | val_loss: 0.0312113 | Time: 1441.86 ms
[2020-12-18 20:18:12 main:581] : INFO : Epoch 1963 | loss: 0.0312126 | val_loss: 0.0312106 | Time: 1447.76 ms
[2020-12-18 20:18:14 main:581] : INFO : Epoch 1964 | loss: 0.0312128 | val_loss: 0.0312107 | Time: 1433.53 ms
[2020-12-18 20:18:15 main:581] : INFO : Epoch 1965 | loss: 0.0312128 | val_loss: 0.0312104 | Time: 1445.76 ms
[2020-12-18 20:18:17 main:581] : INFO : Epoch 1966 | loss: 0.0312128 | val_loss: 0.0312104 | Time: 1413.2 ms
[2020-12-18 20:18:18 main:581] : INFO : Epoch 1967 | loss: 0.0312136 | val_loss: 0.0312121 | Time: 1419.73 ms
[2020-12-18 20:18:19 main:581] : INFO : Epoch 1968 | loss: 0.0312135 | val_loss: 0.0312109 | Time: 1426.05 ms
[2020-12-18 20:18:21 main:581] : INFO : Epoch 1969 | loss: 0.0312135 | val_loss: 0.0312108 | Time: 1461.77 ms
[2020-12-18 20:18:22 main:581] : INFO : Epoch 1970 | loss: 0.0312129 | val_loss: 0.0312172 | Time: 1439.03 ms
[2020-12-18 20:18:24 main:581] : INFO : Epoch 1971 | loss: 0.0312153 | val_loss: 0.0312125 | Time: 1460.13 ms
[2020-12-18 20:18:25 main:581] : INFO : Epoch 1972 | loss: 0.0312152 | val_loss: 0.0312121 | Time: 1456.56 ms
[2020-12-18 20:18:27 main:581] : INFO : Epoch 1973 | loss: 0.0312169 | val_loss: 0.0312263 | Time: 1427.72 ms
[2020-12-18 20:18:28 main:581] : INFO : Epoch 1974 | loss: 0.0312157 | val_loss: 0.0312112 | Time: 1446.12 ms
[2020-12-18 20:18:30 main:581] : INFO : Epoch 1975 | loss: 0.0312163 | val_loss: 0.0312125 | Time: 1436.34 ms
[2020-12-18 20:18:31 main:581] : INFO : Epoch 1976 | loss: 0.0312131 | val_loss: 0.0312103 | Time: 1462.73 ms
[2020-12-18 20:18:33 main:581] : INFO : Epoch 1977 | loss: 0.0312128 | val_loss: 0.0312113 | Time: 1481.59 ms
[2020-12-18 20:18:34 main:581] : INFO : Epoch 1978 | loss: 0.0312142 | val_loss: 0.0312153 | Time: 1475.59 ms
[2020-12-18 20:18:35 main:581] : INFO : Epoch 1979 | loss: 0.0312137 | val_loss: 0.0312111 | Time: 1447.59 ms
[2020-12-18 20:18:37 main:581] : INFO : Epoch 1980 | loss: 0.0312126 | val_loss: 0.0312116 | Time: 1396.52 ms
[2020-12-18 20:18:38 main:581] : INFO : Epoch 1981 | loss: 0.0312129 | val_loss: 0.0312109 | Time: 1431.68 ms
[2020-12-18 20:18:40 main:581] : INFO : Epoch 1982 | loss: 0.0312138 | val_loss: 0.0312105 | Time: 1445.41 ms
[2020-12-18 20:18:41 main:581] : INFO : Epoch 1983 | loss: 0.0312131 | val_loss: 0.0312114 | Time: 1459.97 ms
[2020-12-18 20:18:43 main:581] : INFO : Epoch 1984 | loss: 0.0312132 | val_loss: 0.0312114 | Time: 1436.7 ms
[2020-12-18 20:18:44 main:581] : INFO : Epoch 1985 | loss: 0.0312128 | val_loss: 0.0312105 | Time: 1425.09 ms
[2020-12-18 20:18:45 main:581] : INFO : Epoch 1986 | loss: 0.0312126 | val_loss: 0.031213 | Time: 1422.02 ms
[2020-12-18 20:18:47 main:581] : INFO : Epoch 1987 | loss: 0.0312138 | val_loss: 0.0312128 | Time: 1415.13 ms
[2020-12-18 20:18:48 main:581] : INFO : Epoch 1988 | loss: 0.031215 | val_loss: 0.0312113 | Time: 1400.97 ms
[2020-12-18 20:18:50 main:581] : INFO : Epoch 1989 | loss: 0.0312138 | val_loss: 0.0312109 | Time: 1423.23 ms
[2020-12-18 20:18:51 main:581] : INFO : Epoch 1990 | loss: 0.0312144 | val_loss: 0.0312114 | Time: 1445.41 ms
[2020-12-18 20:18:53 main:581] : INFO : Epoch 1991 | loss: 0.0312151 | val_loss: 0.0312162 | Time: 1445.48 ms
[2020-12-18 20:18:54 main:581] : INFO : Epoch 1992 | loss: 0.0312187 | val_loss: 0.0312215 | Time: 1435.76 ms
[2020-12-18 20:18:55 main:581] : INFO : Epoch 1993 | loss: 0.0312154 | val_loss: 0.0312118 | Time: 1414.96 ms
[2020-12-18 20:18:57 main:581] : INFO : Epoch 1994 | loss: 0.031214 | val_loss: 0.0312111 | Time: 1416.59 ms
[2020-12-18 20:18:58 main:581] : INFO : Epoch 1995 | loss: 0.0312128 | val_loss: 0.0312102 | Time: 1431.12 ms
[2020-12-18 20:19:00 main:581] : INFO : Epoch 1996 | loss: 0.031213 | val_loss: 0.0312114 | Time: 1433.69 ms
[2020-12-18 20:19:01 main:581] : INFO : Epoch 1997 | loss: 0.0312127 | val_loss: 0.03121 | Time: 1432.82 ms
[2020-12-18 20:19:03 main:581] : INFO : Epoch 1998 | loss: 0.0312125 | val_loss: 0.0312117 | Time: 1423.77 ms
[2020-12-18 20:19:04 main:581] : INFO : Epoch 1999 | loss: 0.0312136 | val_loss: 0.0312106 | Time: 1439.28 ms
[2020-12-18 20:19:05 main:581] : INFO : Epoch 2000 | loss: 0.0312144 | val_loss: 0.0312136 | Time: 1412.99 ms
[2020-12-18 20:19:07 main:581] : INFO : Epoch 2001 | loss: 0.0312176 | val_loss: 0.0312128 | Time: 1431.56 ms
[2020-12-18 20:19:08 main:581] : INFO : Epoch 2002 | loss: 0.0312144 | val_loss: 0.0312104 | Time: 1415.85 ms
[2020-12-18 20:19:10 main:581] : INFO : Epoch 2003 | loss: 0.0312138 | val_loss: 0.0312178 | Time: 1429.68 ms
[2020-12-18 20:19:11 main:581] : INFO : Epoch 2004 | loss: 0.031216 | val_loss: 0.0312107 | Time: 1424.87 ms
[2020-12-18 20:19:13 main:581] : INFO : Epoch 2005 | loss: 0.0312135 | val_loss: 0.0312124 | Time: 1418.02 ms
[2020-12-18 20:19:14 main:581] : INFO : Epoch 2006 | loss: 0.031213 | val_loss: 0.0312107 | Time: 1408.31 ms
[2020-12-18 20:19:15 main:581] : INFO : Epoch 2007 | loss: 0.031214 | val_loss: 0.0312152 | Time: 1455.14 ms
[2020-12-18 20:19:17 main:581] : INFO : Epoch 2008 | loss: 0.0312132 | val_loss: 0.0312119 | Time: 1451.7 ms
[2020-12-18 20:19:18 main:581] : INFO : Epoch 2009 | loss: 0.0312134 | val_loss: 0.0312134 | Time: 1463.98 ms
[2020-12-18 20:19:20 main:581] : INFO : Epoch 2010 | loss: 0.0312131 | val_loss: 0.0312118 | Time: 1464.04 ms
[2020-12-18 20:19:21 main:581] : INFO : Epoch 2011 | loss: 0.0312133 | val_loss: 0.0312116 | Time: 1481.72 ms
[2020-12-18 20:19:23 main:581] : INFO : Epoch 2012 | loss: 0.0312131 | val_loss: 0.0312104 | Time: 1461.45 ms
[2020-12-18 20:19:24 main:581] : INFO : Epoch 2013 | loss: 0.0312132 | val_loss: 0.0312109 | Time: 1460.4 ms
[2020-12-18 20:19:26 main:581] : INFO : Epoch 2014 | loss: 0.0312127 | val_loss: 0.0312127 | Time: 1453.95 ms
[2020-12-18 20:19:27 main:581] : INFO : Epoch 2015 | loss: 0.0312134 | val_loss: 0.0312133 | Time: 1436.21 ms
[2020-12-18 20:19:29 main:581] : INFO : Epoch 2016 | loss: 0.0312136 | val_loss: 0.0312104 | Time: 1415.58 ms
[2020-12-18 20:19:30 main:581] : INFO : Epoch 2017 | loss: 0.0312129 | val_loss: 0.031212 | Time: 1415.57 ms
[2020-12-18 20:19:31 main:581] : INFO : Epoch 2018 | loss: 0.0312147 | val_loss: 0.0312116 | Time: 1462.05 ms
[2020-12-18 20:19:33 main:581] : INFO : Epoch 2019 | loss: 0.0312141 | val_loss: 0.0312125 | Time: 1435.3 ms
[2020-12-18 20:19:34 main:581] : INFO : Epoch 2020 | loss: 0.0312135 | val_loss: 0.031213 | Time: 1445.26 ms
[2020-12-18 20:19:36 main:581] : INFO : Epoch 2021 | loss: 0.0312159 | val_loss: 0.0312152 | Time: 1471.23 ms
[2020-12-18 20:19:37 main:581] : INFO : Epoch 2022 | loss: 0.031213 | val_loss: 0.0312105 | Time: 1447.32 ms
[2020-12-18 20:19:39 main:581] : INFO : Epoch 2023 | loss: 0.031213 | val_loss: 0.031214 | Time: 1443.83 ms
[2020-12-18 20:19:40 main:581] : INFO : Epoch 2024 | loss: 0.0312133 | val_loss: 0.0312104 | Time: 1464.16 ms
[2020-12-18 20:19:42 main:581] : INFO : Epoch 2025 | loss: 0.0312137 | val_loss: 0.0312115 | Time: 1470.87 ms
[2020-12-18 20:19:43 main:581] : INFO : Epoch 2026 | loss: 0.0312143 | val_loss: 0.0312123 | Time: 1470.29 ms
[2020-12-18 20:19:44 main:581] : INFO : Epoch 2027 | loss: 0.0312135 | val_loss: 0.0312113 | Time: 1440.96 ms
[2020-12-18 20:19:46 main:581] : INFO : Epoch 2028 | loss: 0.0312127 | val_loss: 0.0312111 | Time: 1467.05 ms
[2020-12-18 20:19:47 main:581] : INFO : Epoch 2029 | loss: 0.0312151 | val_loss: 0.0312145 | Time: 1504.41 ms
[2020-12-18 20:19:49 main:581] : INFO : Epoch 2030 | loss: 0.0312134 | val_loss: 0.0312104 | Time: 1466.56 ms
[2020-12-18 20:19:50 main:581] : INFO : Epoch 2031 | loss: 0.0312143 | val_loss: 0.031211 | Time: 1470 ms
[2020-12-18 20:19:52 main:581] : INFO : Epoch 2032 | loss: 0.0312126 | val_loss: 0.0312113 | Time: 1473.44 ms
[2020-12-18 20:19:53 main:581] : INFO : Epoch 2033 | loss: 0.0312144 | val_loss: 0.0312128 | Time: 1421.19 ms
[2020-12-18 20:19:55 main:581] : INFO : Epoch 2034 | loss: 0.0312144 | val_loss: 0.0312101 | Time: 1452.38 ms
[2020-12-18 20:19:56 main:581] : INFO : Epoch 2035 | loss: 0.0312145 | val_loss: 0.0312137 | Time: 1465.12 ms
[2020-12-18 20:19:58 main:581] : INFO : Epoch 2036 | loss: 0.0312135 | val_loss: 0.031212 | Time: 1462.48 ms
[2020-12-18 20:19:59 main:581] : INFO : Epoch 2037 | loss: 0.0312133 | val_loss: 0.0312105 | Time: 1460.57 ms
[2020-12-18 20:20:01 main:581] : INFO : Epoch 2038 | loss: 0.0312127 | val_loss: 0.0312117 | Time: 1492.27 ms
[2020-12-18 20:20:02 main:581] : INFO : Epoch 2039 | loss: 0.0312128 | val_loss: 0.0312115 | Time: 1459.68 ms
[2020-12-18 20:20:04 main:581] : INFO : Epoch 2040 | loss: 0.0312132 | val_loss: 0.0312102 | Time: 1437.17 ms
[2020-12-18 20:20:05 main:581] : INFO : Epoch 2041 | loss: 0.0312137 | val_loss: 0.0312137 | Time: 1469.81 ms
[2020-12-18 20:20:06 main:581] : INFO : Epoch 2042 | loss: 0.0312133 | val_loss: 0.0312184 | Time: 1465.3 ms
[2020-12-18 20:20:08 main:581] : INFO : Epoch 2043 | loss: 0.0312193 | val_loss: 0.0312176 | Time: 1464.85 ms
[2020-12-18 20:20:09 main:581] : INFO : Epoch 2044 | loss: 0.0312163 | val_loss: 0.0312119 | Time: 1458.69 ms
[2020-12-18 20:20:11 main:581] : INFO : Epoch 2045 | loss: 0.0312182 | val_loss: 0.0312143 | Time: 1455.8 ms
[2020-12-18 20:20:12 main:581] : INFO : Epoch 2046 | loss: 0.0312133 | val_loss: 0.0312134 | Time: 1476.36 ms
[2020-12-18 20:20:14 main:581] : INFO : Epoch 2047 | loss: 0.0312133 | val_loss: 0.0312115 | Time: 1460.56 ms
[2020-12-18 20:20:15 main:581] : INFO : Epoch 2048 | loss: 0.0312123 | val_loss: 0.0312104 | Time: 1477.72 ms
[2020-12-18 20:20:15 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312104
[2020-12-18 20:20:15 main:610] : INFO : Saving end state to config to file
[2020-12-18 20:20:15 main:615] : INFO : Success, exiting..
20:20:15 (1189373): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)