Task 4362655
| Name | ParityModified-1613193932-10066-2_0 |
| Workunit | 2427380 |
| Created | 10 Mar 2021, 2:27:33 UTC |
| Sent | 20 Mar 2021, 11:50:48 UTC |
| Report deadline | 27 Mar 2021, 11:50:48 UTC |
| Received | 20 Mar 2021, 12:40:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4668 |
| Run time | 49 min 44 sec |
| CPU time | 49 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,497.36 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311723 | val_loss: 0.0311761 | Time: 1452.45 ms
[2021-03-20 13:28:36 main:574] : INFO : Epoch 1543 | loss: 0.0311753 | val_loss: 0.031183 | Time: 1433.58 ms
[2021-03-20 13:28:37 main:574] : INFO : Epoch 1544 | loss: 0.0311746 | val_loss: 0.0311774 | Time: 1440.31 ms
[2021-03-20 13:28:39 main:574] : INFO : Epoch 1545 | loss: 0.0311722 | val_loss: 0.0311752 | Time: 1458.88 ms
[2021-03-20 13:28:40 main:574] : INFO : Epoch 1546 | loss: 0.0311716 | val_loss: 0.0311747 | Time: 1435.97 ms
[2021-03-20 13:28:42 main:574] : INFO : Epoch 1547 | loss: 0.0311717 | val_loss: 0.0311735 | Time: 1432.12 ms
[2021-03-20 13:28:43 main:574] : INFO : Epoch 1548 | loss: 0.0311704 | val_loss: 0.0311789 | Time: 1439.72 ms
[2021-03-20 13:28:45 main:574] : INFO : Epoch 1549 | loss: 0.0311712 | val_loss: 0.031177 | Time: 1435.6 ms
[2021-03-20 13:28:46 main:574] : INFO : Epoch 1550 | loss: 0.031169 | val_loss: 0.031173 | Time: 1438.14 ms
[2021-03-20 13:28:48 main:574] : INFO : Epoch 1551 | loss: 0.031169 | val_loss: 0.0311734 | Time: 1433.78 ms
[2021-03-20 13:28:49 main:574] : INFO : Epoch 1552 | loss: 0.0311687 | val_loss: 0.0311771 | Time: 1435.78 ms
[2021-03-20 13:28:50 main:574] : INFO : Epoch 1553 | loss: 0.0311704 | val_loss: 0.0311714 | Time: 1442.84 ms
[2021-03-20 13:28:52 main:574] : INFO : Epoch 1554 | loss: 0.0311723 | val_loss: 0.031172 | Time: 1430.46 ms
[2021-03-20 13:28:53 main:574] : INFO : Epoch 1555 | loss: 0.0311704 | val_loss: 0.0311705 | Time: 1437.18 ms
[2021-03-20 13:28:55 main:574] : INFO : Epoch 1556 | loss: 0.0311678 | val_loss: 0.0311706 | Time: 1441 ms
[2021-03-20 13:28:56 main:574] : INFO : Epoch 1557 | loss: 0.0311673 | val_loss: 0.0311724 | Time: 1465.7 ms
[2021-03-20 13:28:58 main:574] : INFO : Epoch 1558 | loss: 0.0311694 | val_loss: 0.0311731 | Time: 1429.93 ms
[2021-03-20 13:28:59 main:574] : INFO : Epoch 1559 | loss: 0.0311663 | val_loss: 0.0311716 | Time: 1435.68 ms
[2021-03-20 13:29:01 main:574] : INFO : Epoch 1560 | loss: 0.0311674 | val_loss: 0.0311797 | Time: 1457.83 ms
[2021-03-20 13:29:02 main:574] : INFO : Epoch 1561 | loss: 0.0311666 | val_loss: 0.0311701 | Time: 1433.91 ms
[2021-03-20 13:29:04 main:574] : INFO : Epoch 1562 | loss: 0.0311691 | val_loss: 0.0311703 | Time: 1441.95 ms
[2021-03-20 13:29:05 main:574] : INFO : Epoch 1563 | loss: 0.0311693 | val_loss: 0.0311693 | Time: 1445.18 ms
[2021-03-20 13:29:06 main:574] : INFO : Epoch 1564 | loss: 0.0311687 | val_loss: 0.0311691 | Time: 1440.19 ms
[2021-03-20 13:29:08 main:574] : INFO : Epoch 1565 | loss: 0.0311686 | val_loss: 0.0311755 | Time: 1429.88 ms
[2021-03-20 13:29:09 main:574] : INFO : Epoch 1566 | loss: 0.0311716 | val_loss: 0.0311728 | Time: 1457.88 ms
[2021-03-20 13:29:11 main:574] : INFO : Epoch 1567 | loss: 0.0311698 | val_loss: 0.0311743 | Time: 1471.76 ms
[2021-03-20 13:29:12 main:574] : INFO : Epoch 1568 | loss: 0.031168 | val_loss: 0.0311739 | Time: 1588.8 ms
[2021-03-20 13:29:14 main:574] : INFO : Epoch 1569 | loss: 0.031172 | val_loss: 0.0311746 | Time: 1485.54 ms
[2021-03-20 13:29:15 main:574] : INFO : Epoch 1570 | loss: 0.0311702 | val_loss: 0.0311695 | Time: 1452.06 ms
[2021-03-20 13:29:17 main:574] : INFO : Epoch 1571 | loss: 0.0311675 | val_loss: 0.0311721 | Time: 1442.6 ms
[2021-03-20 13:29:18 main:574] : INFO : Epoch 1572 | loss: 0.0311691 | val_loss: 0.0311731 | Time: 1451.86 ms
[2021-03-20 13:29:20 main:574] : INFO : Epoch 1573 | loss: 0.0311722 | val_loss: 0.0311766 | Time: 1434.02 ms
[2021-03-20 13:29:21 main:574] : INFO : Epoch 1574 | loss: 0.031176 | val_loss: 0.0311713 | Time: 1432.99 ms
[2021-03-20 13:29:23 main:574] : INFO : Epoch 1575 | loss: 0.0311673 | val_loss: 0.0311741 | Time: 1440.17 ms
[2021-03-20 13:29:24 main:574] : INFO : Epoch 1576 | loss: 0.0311672 | val_loss: 0.0311738 | Time: 1461.16 ms
[2021-03-20 13:29:26 main:574] : INFO : Epoch 1577 | loss: 0.0311663 | val_loss: 0.0311708 | Time: 1427.17 ms
[2021-03-20 13:29:27 main:574] : INFO : Epoch 1578 | loss: 0.0311669 | val_loss: 0.0311705 | Time: 1435.64 ms
[2021-03-20 13:29:28 main:574] : INFO : Epoch 1579 | loss: 0.0311691 | val_loss: 0.0311701 | Time: 1426.48 ms
[2021-03-20 13:29:30 main:574] : INFO : Epoch 1580 | loss: 0.0311669 | val_loss: 0.0311708 | Time: 1428.5 ms
[2021-03-20 13:29:31 main:574] : INFO : Epoch 1581 | loss: 0.031164 | val_loss: 0.0311698 | Time: 1511.16 ms
[2021-03-20 13:29:33 main:574] : INFO : Epoch 1582 | loss: 0.0311637 | val_loss: 0.0311703 | Time: 1595.56 ms
[2021-03-20 13:29:34 main:574] : INFO : Epoch 1583 | loss: 0.0311634 | val_loss: 0.0311695 | Time: 1450.26 ms
[2021-03-20 13:29:36 main:574] : INFO : Epoch 1584 | loss: 0.0311633 | val_loss: 0.0311687 | Time: 1433.61 ms
[2021-03-20 13:29:37 main:574] : INFO : Epoch 1585 | loss: 0.0311635 | val_loss: 0.0311733 | Time: 1412.78 ms
[2021-03-20 13:29:39 main:574] : INFO : Epoch 1586 | loss: 0.0311636 | val_loss: 0.0311687 | Time: 1421.05 ms
[2021-03-20 13:29:40 main:574] : INFO : Epoch 1587 | loss: 0.0311621 | val_loss: 0.0311701 | Time: 1461.68 ms
[2021-03-20 13:29:42 main:574] : INFO : Epoch 1588 | loss: 0.0311626 | val_loss: 0.03117 | Time: 1453.65 ms
[2021-03-20 13:29:43 main:574] : INFO : Epoch 1589 | loss: 0.0311621 | val_loss: 0.0311682 | Time: 1428.52 ms
[2021-03-20 13:29:45 main:574] : INFO : Epoch 1590 | loss: 0.0311643 | val_loss: 0.0311696 | Time: 1420.34 ms
[2021-03-20 13:29:46 main:574] : INFO : Epoch 1591 | loss: 0.0311635 | val_loss: 0.0311696 | Time: 1464.66 ms
[2021-03-20 13:29:48 main:574] : INFO : Epoch 1592 | loss: 0.0311649 | val_loss: 0.0311721 | Time: 1448.34 ms
[2021-03-20 13:29:49 main:574] : INFO : Epoch 1593 | loss: 0.0311636 | val_loss: 0.0311715 | Time: 1528.07 ms
[2021-03-20 13:29:50 main:574] : INFO : Epoch 1594 | loss: 0.0311623 | val_loss: 0.0311696 | Time: 1433.38 ms
[2021-03-20 13:29:52 main:574] : INFO : Epoch 1595 | loss: 0.0311633 | val_loss: 0.0311694 | Time: 1466.24 ms
[2021-03-20 13:29:53 main:574] : INFO : Epoch 1596 | loss: 0.0311658 | val_loss: 0.0311784 | Time: 1496.39 ms
[2021-03-20 13:29:55 main:574] : INFO : Epoch 1597 | loss: 0.031175 | val_loss: 0.0311746 | Time: 1478.56 ms
[2021-03-20 13:29:56 main:574] : INFO : Epoch 1598 | loss: 0.0311722 | val_loss: 0.0311742 | Time: 1476.66 ms
[2021-03-20 13:29:58 main:574] : INFO : Epoch 1599 | loss: 0.031173 | val_loss: 0.0311813 | Time: 1465.69 ms
[2021-03-20 13:29:59 main:574] : INFO : Epoch 1600 | loss: 0.0311687 | val_loss: 0.0311699 | Time: 1466.63 ms
[2021-03-20 13:30:01 main:574] : INFO : Epoch 1601 | loss: 0.0311647 | val_loss: 0.0311684 | Time: 1474.63 ms
[2021-03-20 13:30:02 main:574] : INFO : Epoch 1602 | loss: 0.0311677 | val_loss: 0.031174 | Time: 1492.57 ms
[2021-03-20 13:30:04 main:574] : INFO : Epoch 1603 | loss: 0.0311699 | val_loss: 0.0311702 | Time: 1533.21 ms
[2021-03-20 13:30:05 main:574] : INFO : Epoch 1604 | loss: 0.0311721 | val_loss: 0.0311762 | Time: 1505.32 ms
[2021-03-20 13:30:07 main:574] : INFO : Epoch 1605 | loss: 0.0311699 | val_loss: 0.0311809 | Time: 1457.73 ms
[2021-03-20 13:30:08 main:574] : INFO : Epoch 1606 | loss: 0.031175 | val_loss: 0.0311799 | Time: 1468 ms
[2021-03-20 13:30:10 main:574] : INFO : Epoch 1607 | loss: 0.0311713 | val_loss: 0.0311754 | Time: 1474.26 ms
[2021-03-20 13:30:11 main:574] : INFO : Epoch 1608 | loss: 0.0311696 | val_loss: 0.0311761 | Time: 1450.38 ms
[2021-03-20 13:30:13 main:574] : INFO : Epoch 1609 | loss: 0.0311701 | val_loss: 0.0311757 | Time: 1483.33 ms
[2021-03-20 13:30:14 main:574] : INFO : Epoch 1610 | loss: 0.0311684 | val_loss: 0.0311752 | Time: 1445.47 ms
[2021-03-20 13:30:16 main:574] : INFO : Epoch 1611 | loss: 0.0311687 | val_loss: 0.0311734 | Time: 1443.61 ms
[2021-03-20 13:30:17 main:574] : INFO : Epoch 1612 | loss: 0.0311664 | val_loss: 0.0311749 | Time: 1468.72 ms
[2021-03-20 13:30:19 main:574] : INFO : Epoch 1613 | loss: 0.0311696 | val_loss: 0.0311774 | Time: 1472.51 ms
[2021-03-20 13:30:20 main:574] : INFO : Epoch 1614 | loss: 0.0311675 | val_loss: 0.0311734 | Time: 1458.25 ms
[2021-03-20 13:30:22 main:574] : INFO : Epoch 1615 | loss: 0.0311663 | val_loss: 0.0311731 | Time: 1439.66 ms
[2021-03-20 13:30:23 main:574] : INFO : Epoch 1616 | loss: 0.0311663 | val_loss: 0.0311748 | Time: 1430.75 ms
[2021-03-20 13:30:25 main:574] : INFO : Epoch 1617 | loss: 0.0311648 | val_loss: 0.0311742 | Time: 1446.06 ms
[2021-03-20 13:30:26 main:574] : INFO : Epoch 1618 | loss: 0.0311645 | val_loss: 0.0311739 | Time: 1443.76 ms
[2021-03-20 13:30:27 main:574] : INFO : Epoch 1619 | loss: 0.0311658 | val_loss: 0.031173 | Time: 1456.55 ms
[2021-03-20 13:30:29 main:574] : INFO : Epoch 1620 | loss: 0.031166 | val_loss: 0.031171 | Time: 1413.64 ms
[2021-03-20 13:30:30 main:574] : INFO : Epoch 1621 | loss: 0.0311646 | val_loss: 0.0311735 | Time: 1400.96 ms
[2021-03-20 13:30:32 main:574] : INFO : Epoch 1622 | loss: 0.0311669 | val_loss: 0.0311727 | Time: 1413.29 ms
[2021-03-20 13:30:33 main:574] : INFO : Epoch 1623 | loss: 0.031165 | val_loss: 0.0311713 | Time: 1420.36 ms
[2021-03-20 13:30:35 main:574] : INFO : Epoch 1624 | loss: 0.0311645 | val_loss: 0.031172 | Time: 1412.5 ms
[2021-03-20 13:30:36 main:574] : INFO : Epoch 1625 | loss: 0.0311638 | val_loss: 0.0311738 | Time: 1409.58 ms
[2021-03-20 13:30:37 main:574] : INFO : Epoch 1626 | loss: 0.0311657 | val_loss: 0.0311707 | Time: 1414.84 ms
[2021-03-20 13:30:39 main:574] : INFO : Epoch 1627 | loss: 0.0311648 | val_loss: 0.0311685 | Time: 1402.86 ms
[2021-03-20 13:30:40 main:574] : INFO : Epoch 1628 | loss: 0.0311638 | val_loss: 0.0311713 | Time: 1403.57 ms
[2021-03-20 13:30:42 main:574] : INFO : Epoch 1629 | loss: 0.0311667 | val_loss: 0.0311742 | Time: 1402.26 ms
[2021-03-20 13:30:43 main:574] : INFO : Epoch 1630 | loss: 0.0311715 | val_loss: 0.0311901 | Time: 1410.09 ms
[2021-03-20 13:30:45 main:574] : INFO : Epoch 1631 | loss: 0.0311703 | val_loss: 0.0311726 | Time: 1406.14 ms
[2021-03-20 13:30:46 main:574] : INFO : Epoch 1632 | loss: 0.0311658 | val_loss: 0.0311734 | Time: 1406.39 ms
[2021-03-20 13:30:47 main:574] : INFO : Epoch 1633 | loss: 0.031164 | val_loss: 0.0311725 | Time: 1403.93 ms
[2021-03-20 13:30:49 main:574] : INFO : Epoch 1634 | loss: 0.0311647 | val_loss: 0.0311709 | Time: 1406.58 ms
[2021-03-20 13:30:50 main:574] : INFO : Epoch 1635 | loss: 0.0311652 | val_loss: 0.0311698 | Time: 1405.78 ms
[2021-03-20 13:30:52 main:574] : INFO : Epoch 1636 | loss: 0.0311672 | val_loss: 0.0311712 | Time: 1407.25 ms
[2021-03-20 13:30:53 main:574] : INFO : Epoch 1637 | loss: 0.0311689 | val_loss: 0.031176 | Time: 1398.82 ms
[2021-03-20 13:30:54 main:574] : INFO : Epoch 1638 | loss: 0.0311714 | val_loss: 0.0311743 | Time: 1411.41 ms
[2021-03-20 13:30:56 main:574] : INFO : Epoch 1639 | loss: 0.0311708 | val_loss: 0.0311851 | Time: 1405.67 ms
[2021-03-20 13:30:57 main:574] : INFO : Epoch 1640 | loss: 0.0311706 | val_loss: 0.0311764 | Time: 1406.18 ms
[2021-03-20 13:30:59 main:574] : INFO : Epoch 1641 | loss: 0.0311679 | val_loss: 0.0311693 | Time: 1418.64 ms
[2021-03-20 13:31:00 main:574] : INFO : Epoch 1642 | loss: 0.0311683 | val_loss: 0.03117 | Time: 1429.8 ms
[2021-03-20 13:31:02 main:574] : INFO : Epoch 1643 | loss: 0.0311648 | val_loss: 0.0311696 | Time: 1405.21 ms
[2021-03-20 13:31:03 main:574] : INFO : Epoch 1644 | loss: 0.0311677 | val_loss: 0.0312105 | Time: 1404.3 ms
[2021-03-20 13:31:04 main:574] : INFO : Epoch 1645 | loss: 0.0312226 | val_loss: 0.0312254 | Time: 1418.75 ms
[2021-03-20 13:31:06 main:574] : INFO : Epoch 1646 | loss: 0.0312209 | val_loss: 0.0312144 | Time: 1408.97 ms
[2021-03-20 13:31:07 main:574] : INFO : Epoch 1647 | loss: 0.0312078 | val_loss: 0.031207 | Time: 1413.28 ms
[2021-03-20 13:31:09 main:574] : INFO : Epoch 1648 | loss: 0.0312051 | val_loss: 0.0312021 | Time: 1403.42 ms
[2021-03-20 13:31:10 main:574] : INFO : Epoch 1649 | loss: 0.0312041 | val_loss: 0.0312015 | Time: 1411.38 ms
[2021-03-20 13:31:11 main:574] : INFO : Epoch 1650 | loss: 0.0311997 | val_loss: 0.0311985 | Time: 1404.89 ms
[2021-03-20 13:31:13 main:574] : INFO : Epoch 1651 | loss: 0.0311965 | val_loss: 0.0311956 | Time: 1421.48 ms
[2021-03-20 13:31:14 main:574] : INFO : Epoch 1652 | loss: 0.0311934 | val_loss: 0.0311954 | Time: 1430.17 ms
[2021-03-20 13:31:16 main:574] : INFO : Epoch 1653 | loss: 0.0311927 | val_loss: 0.0311927 | Time: 1436.11 ms
[2021-03-20 13:31:17 main:574] : INFO : Epoch 1654 | loss: 0.031193 | val_loss: 0.0311944 | Time: 1457.14 ms
[2021-03-20 13:31:19 main:574] : INFO : Epoch 1655 | loss: 0.0311916 | val_loss: 0.031193 | Time: 1439.64 ms
[2021-03-20 13:31:20 main:574] : INFO : Epoch 1656 | loss: 0.0311949 | val_loss: 0.0311987 | Time: 1411.79 ms
[2021-03-20 13:31:22 main:574] : INFO : Epoch 1657 | loss: 0.0311976 | val_loss: 0.0311941 | Time: 1417.87 ms
[2021-03-20 13:31:23 main:574] : INFO : Epoch 1658 | loss: 0.0311981 | val_loss: 0.0311954 | Time: 1405.37 ms
[2021-03-20 13:31:24 main:574] : INFO : Epoch 1659 | loss: 0.0311948 | val_loss: 0.0311929 | Time: 1413.39 ms
[2021-03-20 13:31:26 main:574] : INFO : Epoch 1660 | loss: 0.031192 | val_loss: 0.0311925 | Time: 1424.2 ms
[2021-03-20 13:31:27 main:574] : INFO : Epoch 1661 | loss: 0.0311909 | val_loss: 0.0311897 | Time: 1447.86 ms
[2021-03-20 13:31:29 main:574] : INFO : Epoch 1662 | loss: 0.0311908 | val_loss: 0.0311909 | Time: 1428.55 ms
[2021-03-20 13:31:30 main:574] : INFO : Epoch 1663 | loss: 0.0311901 | val_loss: 0.0311898 | Time: 1417.72 ms
[2021-03-20 13:31:32 main:574] : INFO : Epoch 1664 | loss: 0.0311891 | val_loss: 0.0311879 | Time: 1416.12 ms
[2021-03-20 13:31:33 main:574] : INFO : Epoch 1665 | loss: 0.0311885 | val_loss: 0.0311894 | Time: 1413.74 ms
[2021-03-20 13:31:34 main:574] : INFO : Epoch 1666 | loss: 0.0311869 | val_loss: 0.031186 | Time: 1451.67 ms
[2021-03-20 13:31:36 main:574] : INFO : Epoch 1667 | loss: 0.0311853 | val_loss: 0.0311863 | Time: 1406.07 ms
[2021-03-20 13:31:37 main:574] : INFO : Epoch 1668 | loss: 0.0311866 | val_loss: 0.0311881 | Time: 1403.62 ms
[2021-03-20 13:31:39 main:574] : INFO : Epoch 1669 | loss: 0.0311897 | val_loss: 0.0311899 | Time: 1407 ms
[2021-03-20 13:31:40 main:574] : INFO : Epoch 1670 | loss: 0.0311905 | val_loss: 0.0311876 | Time: 1416.56 ms
[2021-03-20 13:31:42 main:574] : INFO : Epoch 1671 | loss: 0.0311898 | val_loss: 0.0311935 | Time: 1410.71 ms
[2021-03-20 13:31:43 main:574] : INFO : Epoch 1672 | loss: 0.0311873 | val_loss: 0.0311853 | Time: 1422.79 ms
[2021-03-20 13:31:44 main:574] : INFO : Epoch 1673 | loss: 0.0311837 | val_loss: 0.0311847 | Time: 1417.31 ms
[2021-03-20 13:31:46 main:574] : INFO : Epoch 1674 | loss: 0.0311837 | val_loss: 0.0311849 | Time: 1407.48 ms
[2021-03-20 13:31:47 main:574] : INFO : Epoch 1675 | loss: 0.0311821 | val_loss: 0.0311863 | Time: 1410.12 ms
[2021-03-20 13:31:49 main:574] : INFO : Epoch 1676 | loss: 0.031184 | val_loss: 0.0311846 | Time: 1416.59 ms
[2021-03-20 13:31:50 main:574] : INFO : Epoch 1677 | loss: 0.0311819 | val_loss: 0.0311855 | Time: 1410.1 ms
[2021-03-20 13:31:51 main:574] : INFO : Epoch 1678 | loss: 0.0311824 | val_loss: 0.0311881 | Time: 1399.54 ms
[2021-03-20 13:31:53 main:574] : INFO : Epoch 1679 | loss: 0.031183 | val_loss: 0.0311872 | Time: 1422.71 ms
[2021-03-20 13:31:54 main:574] : INFO : Epoch 1680 | loss: 0.031188 | val_loss: 0.0311868 | Time: 1411.26 ms
[2021-03-20 13:31:56 main:574] : INFO : Epoch 1681 | loss: 0.0311874 | val_loss: 0.0311844 | Time: 1409.83 ms
[2021-03-20 13:31:57 main:574] : INFO : Epoch 1682 | loss: 0.0311814 | val_loss: 0.0311835 | Time: 1407.49 ms
[2021-03-20 13:31:59 main:574] : INFO : Epoch 1683 | loss: 0.0311807 | val_loss: 0.0311834 | Time: 1417.46 ms
[2021-03-20 13:32:00 main:574] : INFO : Epoch 1684 | loss: 0.0311847 | val_loss: 0.0311926 | Time: 1407.66 ms
[2021-03-20 13:32:01 main:574] : INFO : Epoch 1685 | loss: 0.0311839 | val_loss: 0.0311894 | Time: 1414.67 ms
[2021-03-20 13:32:03 main:574] : INFO : Epoch 1686 | loss: 0.0311825 | val_loss: 0.0311864 | Time: 1417.75 ms
[2021-03-20 13:32:04 main:574] : INFO : Epoch 1687 | loss: 0.0311813 | val_loss: 0.0311827 | Time: 1404.45 ms
[2021-03-20 13:32:06 main:574] : INFO : Epoch 1688 | loss: 0.0311801 | val_loss: 0.0311823 | Time: 1397.25 ms
[2021-03-20 13:32:07 main:574] : INFO : Epoch 1689 | loss: 0.0311814 | val_loss: 0.0311818 | Time: 1403.53 ms
[2021-03-20 13:32:09 main:574] : INFO : Epoch 1690 | loss: 0.0311826 | val_loss: 0.0311977 | Time: 1408.4 ms
[2021-03-20 13:32:10 main:574] : INFO : Epoch 1691 | loss: 0.0311848 | val_loss: 0.0311875 | Time: 1411.17 ms
[2021-03-20 13:32:11 main:574] : INFO : Epoch 1692 | loss: 0.0311889 | val_loss: 0.0311907 | Time: 1402.35 ms
[2021-03-20 13:32:13 main:574] : INFO : Epoch 1693 | loss: 0.0311857 | val_loss: 0.0311869 | Time: 1401.86 ms
[2021-03-20 13:32:14 main:574] : INFO : Epoch 1694 | loss: 0.0311839 | val_loss: 0.0311851 | Time: 1407.77 ms
[2021-03-20 13:32:16 main:574] : INFO : Epoch 1695 | loss: 0.0311816 | val_loss: 0.0311854 | Time: 1416.01 ms
[2021-03-20 13:32:17 main:574] : INFO : Epoch 1696 | loss: 0.0311807 | val_loss: 0.0311835 | Time: 1404.86 ms
[2021-03-20 13:32:18 main:574] : INFO : Epoch 1697 | loss: 0.0311802 | val_loss: 0.0311834 | Time: 1398.76 ms
[2021-03-20 13:32:20 main:574] : INFO : Epoch 1698 | loss: 0.0311798 | val_loss: 0.0311848 | Time: 1399.92 ms
[2021-03-20 13:32:21 main:574] : INFO : Epoch 1699 | loss: 0.0311821 | val_loss: 0.0311859 | Time: 1405.58 ms
[2021-03-20 13:32:23 main:574] : INFO : Epoch 1700 | loss: 0.0311847 | val_loss: 0.0311908 | Time: 1408.4 ms
[2021-03-20 13:32:24 main:574] : INFO : Epoch 1701 | loss: 0.0311834 | val_loss: 0.0311884 | Time: 1399.54 ms
[2021-03-20 13:32:26 main:574] : INFO : Epoch 1702 | loss: 0.0311795 | val_loss: 0.0311849 | Time: 1405.03 ms
[2021-03-20 13:32:27 main:574] : INFO : Epoch 1703 | loss: 0.0311781 | val_loss: 0.0311848 | Time: 1404.23 ms
[2021-03-20 13:32:28 main:574] : INFO : Epoch 1704 | loss: 0.0311779 | val_loss: 0.0311819 | Time: 1418.55 ms
[2021-03-20 13:32:30 main:574] : INFO : Epoch 1705 | loss: 0.0311782 | val_loss: 0.0311843 | Time: 1401.76 ms
[2021-03-20 13:32:31 main:574] : INFO : Epoch 1706 | loss: 0.0311799 | val_loss: 0.0311882 | Time: 1402.12 ms
[2021-03-20 13:32:33 main:574] : INFO : Epoch 1707 | loss: 0.0311788 | val_loss: 0.0311837 | Time: 1396.05 ms
[2021-03-20 13:32:34 main:574] : INFO : Epoch 1708 | loss: 0.0311774 | val_loss: 0.0311845 | Time: 1405.89 ms
[2021-03-20 13:32:35 main:574] : INFO : Epoch 1709 | loss: 0.0311779 | val_loss: 0.0311823 | Time: 1403.12 ms
[2021-03-20 13:32:37 main:574] : INFO : Epoch 1710 | loss: 0.031177 | val_loss: 0.0311836 | Time: 1406.07 ms
[2021-03-20 13:32:38 main:574] : INFO : Epoch 1711 | loss: 0.0311777 | val_loss: 0.0311824 | Time: 1410.84 ms
[2021-03-20 13:32:40 main:574] : INFO : Epoch 1712 | loss: 0.0311773 | val_loss: 0.0311819 | Time: 1402.24 ms
[2021-03-20 13:32:41 main:574] : INFO : Epoch 1713 | loss: 0.0311766 | val_loss: 0.0311853 | Time: 1405.8 ms
[2021-03-20 13:32:42 main:574] : INFO : Epoch 1714 | loss: 0.0311785 | val_loss: 0.0311918 | Time: 1396.2 ms
[2021-03-20 13:32:44 main:574] : INFO : Epoch 1715 | loss: 0.0311802 | val_loss: 0.0311886 | Time: 1399.6 ms
[2021-03-20 13:32:45 main:574] : INFO : Epoch 1716 | loss: 0.0311773 | val_loss: 0.0311851 | Time: 1401.56 ms
[2021-03-20 13:32:47 main:574] : INFO : Epoch 1717 | loss: 0.0311771 | val_loss: 0.0311853 | Time: 1403.67 ms
[2021-03-20 13:32:48 main:574] : INFO : Epoch 1718 | loss: 0.0311776 | val_loss: 0.031183 | Time: 1398.16 ms
[2021-03-20 13:32:50 main:574] : INFO : Epoch 1719 | loss: 0.0311779 | val_loss: 0.0311826 | Time: 1404.7 ms
[2021-03-20 13:32:51 main:574] : INFO : Epoch 1720 | loss: 0.0311766 | val_loss: 0.0311826 | Time: 1404.41 ms
[2021-03-20 13:32:52 main:574] : INFO : Epoch 1721 | loss: 0.0311757 | val_loss: 0.0311824 | Time: 1407.82 ms
[2021-03-20 13:32:54 main:574] : INFO : Epoch 1722 | loss: 0.0311753 | val_loss: 0.031183 | Time: 1399.43 ms
[2021-03-20 13:32:55 main:574] : INFO : Epoch 1723 | loss: 0.0311757 | val_loss: 0.0311822 | Time: 1398.36 ms
[2021-03-20 13:32:57 main:574] : INFO : Epoch 1724 | loss: 0.0311751 | val_loss: 0.0311839 | Time: 1397.79 ms
[2021-03-20 13:32:58 main:574] : INFO : Epoch 1725 | loss: 0.0311741 | val_loss: 0.0311816 | Time: 1401.12 ms
[2021-03-20 13:32:59 main:574] : INFO : Epoch 1726 | loss: 0.0311745 | val_loss: 0.0311812 | Time: 1399.05 ms
[2021-03-20 13:33:01 main:574] : INFO : Epoch 1727 | loss: 0.0311773 | val_loss: 0.0311812 | Time: 1407.01 ms
[2021-03-20 13:33:02 main:574] : INFO : Epoch 1728 | loss: 0.0311752 | val_loss: 0.031184 | Time: 1407.95 ms
[2021-03-20 13:33:04 main:574] : INFO : Epoch 1729 | loss: 0.0311735 | val_loss: 0.0311823 | Time: 1410.63 ms
[2021-03-20 13:33:05 main:574] : INFO : Epoch 1730 | loss: 0.0311757 | val_loss: 0.031184 | Time: 1411.56 ms
[2021-03-20 13:33:06 main:574] : INFO : Epoch 1731 | loss: 0.0311755 | val_loss: 0.0311795 | Time: 1406.37 ms
[2021-03-20 13:33:08 main:574] : INFO : Epoch 1732 | loss: 0.0311741 | val_loss: 0.0311801 | Time: 1405.8 ms
[2021-03-20 13:33:09 main:574] : INFO : Epoch 1733 | loss: 0.0311733 | val_loss: 0.0311801 | Time: 1399.74 ms
[2021-03-20 13:33:11 main:574] : INFO : Epoch 1734 | loss: 0.0311742 | val_loss: 0.0311797 | Time: 1418.35 ms
[2021-03-20 13:33:12 main:574] : INFO : Epoch 1735 | loss: 0.0311739 | val_loss: 0.0311792 | Time: 1405 ms
[2021-03-20 13:33:14 main:574] : INFO : Epoch 1736 | loss: 0.0311735 | val_loss: 0.0311817 | Time: 1409.01 ms
[2021-03-20 13:33:15 main:574] : INFO : Epoch 1737 | loss: 0.0311734 | val_loss: 0.0311796 | Time: 1416.36 ms
[2021-03-20 13:33:16 main:574] : INFO : Epoch 1738 | loss: 0.0311737 | val_loss: 0.0311806 | Time: 1403.95 ms
[2021-03-20 13:33:18 main:574] : INFO : Epoch 1739 | loss: 0.0311757 | val_loss: 0.0311789 | Time: 1417.19 ms
[2021-03-20 13:33:19 main:574] : INFO : Epoch 1740 | loss: 0.0311738 | val_loss: 0.0311779 | Time: 1400.21 ms
[2021-03-20 13:33:21 main:574] : INFO : Epoch 1741 | loss: 0.0311726 | val_loss: 0.0311791 | Time: 1397.9 ms
[2021-03-20 13:33:22 main:574] : INFO : Epoch 1742 | loss: 0.0311738 | val_loss: 0.0311819 | Time: 1402.93 ms
[2021-03-20 13:33:24 main:574] : INFO : Epoch 1743 | loss: 0.0311765 | val_loss: 0.0311812 | Time: 1399.68 ms
[2021-03-20 13:33:25 main:574] : INFO : Epoch 1744 | loss: 0.0311736 | val_loss: 0.0311783 | Time: 1412.19 ms
[2021-03-20 13:33:26 main:574] : INFO : Epoch 1745 | loss: 0.0311734 | val_loss: 0.031179 | Time: 1401.93 ms
[2021-03-20 13:33:28 main:574] : INFO : Epoch 1746 | loss: 0.0311741 | val_loss: 0.0311805 | Time: 1410.12 ms
[2021-03-20 13:33:29 main:574] : INFO : Epoch 1747 | loss: 0.0311728 | val_loss: 0.031178 | Time: 1407.77 ms
[2021-03-20 13:33:31 main:574] : INFO : Epoch 1748 | loss: 0.0311738 | val_loss: 0.0311798 | Time: 1404.38 ms
[2021-03-20 13:33:32 main:574] : INFO : Epoch 1749 | loss: 0.0311719 | val_loss: 0.0311804 | Time: 1422.79 ms
[2021-03-20 13:33:33 main:574] : INFO : Epoch 1750 | loss: 0.0311719 | val_loss: 0.0311794 | Time: 1411.43 ms
[2021-03-20 13:33:35 main:574] : INFO : Epoch 1751 | loss: 0.0311711 | val_loss: 0.0311792 | Time: 1415.76 ms
[2021-03-20 13:33:36 main:574] : INFO : Epoch 1752 | loss: 0.0311725 | val_loss: 0.0311791 | Time: 1420.78 ms
[2021-03-20 13:33:38 main:574] : INFO : Epoch 1753 | loss: 0.0311719 | val_loss: 0.0311788 | Time: 1404.29 ms
[2021-03-20 13:33:39 main:574] : INFO : Epoch 1754 | loss: 0.0311728 | val_loss: 0.031182 | Time: 1407.25 ms
[2021-03-20 13:33:41 main:574] : INFO : Epoch 1755 | loss: 0.0311748 | val_loss: 0.0311807 | Time: 1402.64 ms
[2021-03-20 13:33:42 main:574] : INFO : Epoch 1756 | loss: 0.0311746 | val_loss: 0.0311824 | Time: 1407.52 ms
[2021-03-20 13:33:43 main:574] : INFO : Epoch 1757 | loss: 0.0311735 | val_loss: 0.031181 | Time: 1405.69 ms
[2021-03-20 13:33:45 main:574] : INFO : Epoch 1758 | loss: 0.0311729 | val_loss: 0.0311787 | Time: 1404.66 ms
[2021-03-20 13:33:46 main:574] : INFO : Epoch 1759 | loss: 0.0311756 | val_loss: 0.031183 | Time: 1399.54 ms
[2021-03-20 13:33:48 main:574] : INFO : Epoch 1760 | loss: 0.0311799 | val_loss: 0.031183 | Time: 1401.35 ms
[2021-03-20 13:33:49 main:574] : INFO : Epoch 1761 | loss: 0.0311732 | val_loss: 0.03118 | Time: 1410.04 ms
[2021-03-20 13:33:50 main:574] : INFO : Epoch 1762 | loss: 0.0311768 | val_loss: 0.0311842 | Time: 1395.1 ms
[2021-03-20 13:33:52 main:574] : INFO : Epoch 1763 | loss: 0.0311753 | val_loss: 0.0311788 | Time: 1405.12 ms
[2021-03-20 13:33:53 main:574] : INFO : Epoch 1764 | loss: 0.0311748 | val_loss: 0.0311799 | Time: 1402.1 ms
[2021-03-20 13:33:55 main:574] : INFO : Epoch 1765 | loss: 0.031176 | val_loss: 0.0311791 | Time: 1400.83 ms
[2021-03-20 13:33:56 main:574] : INFO : Epoch 1766 | loss: 0.0311747 | val_loss: 0.0311797 | Time: 1396.68 ms
[2021-03-20 13:33:57 main:574] : INFO : Epoch 1767 | loss: 0.0311757 | val_loss: 0.0311856 | Time: 1396.89 ms
[2021-03-20 13:33:59 main:574] : INFO : Epoch 1768 | loss: 0.0311757 | val_loss: 0.0311817 | Time: 1400.91 ms
[2021-03-20 13:34:00 main:574] : INFO : Epoch 1769 | loss: 0.0311757 | val_loss: 0.0311811 | Time: 1410.6 ms
[2021-03-20 13:34:02 main:574] : INFO : Epoch 1770 | loss: 0.0311766 | val_loss: 0.0311836 | Time: 1422.91 ms
[2021-03-20 13:34:03 main:574] : INFO : Epoch 1771 | loss: 0.0311791 | val_loss: 0.0311792 | Time: 1402.19 ms
[2021-03-20 13:34:05 main:574] : INFO : Epoch 1772 | loss: 0.0311771 | val_loss: 0.0311793 | Time: 1408.86 ms
[2021-03-20 13:34:06 main:574] : INFO : Epoch 1773 | loss: 0.0311768 | val_loss: 0.0311799 | Time: 1398.38 ms
[2021-03-20 13:34:07 main:574] : INFO : Epoch 1774 | loss: 0.031176 | val_loss: 0.03118 | Time: 1398.86 ms
[2021-03-20 13:34:09 main:574] : INFO : Epoch 1775 | loss: 0.0311755 | val_loss: 0.0311826 | Time: 1406.73 ms
[2021-03-20 13:34:10 main:574] : INFO : Epoch 1776 | loss: 0.0311741 | val_loss: 0.0311806 | Time: 1395.82 ms
[2021-03-20 13:34:12 main:574] : INFO : Epoch 1777 | loss: 0.0311736 | val_loss: 0.0311783 | Time: 1416.67 ms
[2021-03-20 13:34:13 main:574] : INFO : Epoch 1778 | loss: 0.0311736 | val_loss: 0.0311792 | Time: 1425.3 ms
[2021-03-20 13:34:14 main:574] : INFO : Epoch 1779 | loss: 0.0311725 | val_loss: 0.0311779 | Time: 1420.17 ms
[2021-03-20 13:34:16 main:574] : INFO : Epoch 1780 | loss: 0.031174 | val_loss: 0.0311804 | Time: 1423.41 ms
[2021-03-20 13:34:17 main:574] : INFO : Epoch 1781 | loss: 0.0311777 | val_loss: 0.0311816 | Time: 1438.37 ms
[2021-03-20 13:34:19 main:574] : INFO : Epoch 1782 | loss: 0.031176 | val_loss: 0.0311847 | Time: 1403.67 ms
[2021-03-20 13:34:20 main:574] : INFO : Epoch 1783 | loss: 0.0311761 | val_loss: 0.0311812 | Time: 1410.62 ms
[2021-03-20 13:34:22 main:574] : INFO : Epoch 1784 | loss: 0.0311756 | val_loss: 0.0311826 | Time: 1411.35 ms
[2021-03-20 13:34:23 main:574] : INFO : Epoch 1785 | loss: 0.0311763 | val_loss: 0.0311855 | Time: 1401.54 ms
[2021-03-20 13:34:24 main:574] : INFO : Epoch 1786 | loss: 0.0311772 | val_loss: 0.0311808 | Time: 1414.38 ms
[2021-03-20 13:34:26 main:574] : INFO : Epoch 1787 | loss: 0.0311768 | val_loss: 0.0311814 | Time: 1412.53 ms
[2021-03-20 13:34:27 main:574] : INFO : Epoch 1788 | loss: 0.0311759 | val_loss: 0.0311866 | Time: 1418.89 ms
[2021-03-20 13:34:29 main:574] : INFO : Epoch 1789 | loss: 0.0311763 | val_loss: 0.0311808 | Time: 1430.47 ms
[2021-03-20 13:34:30 main:574] : INFO : Epoch 1790 | loss: 0.0311731 | val_loss: 0.0311799 | Time: 1414.08 ms
[2021-03-20 13:34:32 main:574] : INFO : Epoch 1791 | loss: 0.0311739 | val_loss: 0.0311793 | Time: 1406.95 ms
[2021-03-20 13:34:33 main:574] : INFO : Epoch 1792 | loss: 0.0311736 | val_loss: 0.0311795 | Time: 1406.22 ms
[2021-03-20 13:34:34 main:574] : INFO : Epoch 1793 | loss: 0.0311743 | val_loss: 0.0311799 | Time: 1404.82 ms
[2021-03-20 13:34:36 main:574] : INFO : Epoch 1794 | loss: 0.0311733 | val_loss: 0.0311846 | Time: 1403.91 ms
[2021-03-20 13:34:37 main:574] : INFO : Epoch 1795 | loss: 0.0311753 | val_loss: 0.031179 | Time: 1400.88 ms
[2021-03-20 13:34:39 main:574] : INFO : Epoch 1796 | loss: 0.0311733 | val_loss: 0.0311795 | Time: 1403.2 ms
[2021-03-20 13:34:40 main:574] : INFO : Epoch 1797 | loss: 0.0311728 | val_loss: 0.0311804 | Time: 1406.8 ms
[2021-03-20 13:34:41 main:574] : INFO : Epoch 1798 | loss: 0.0311728 | val_loss: 0.0311785 | Time: 1402.64 ms
[2021-03-20 13:34:43 main:574] : INFO : Epoch 1799 | loss: 0.0311733 | val_loss: 0.0311777 | Time: 1408.68 ms
[2021-03-20 13:34:44 main:574] : INFO : Epoch 1800 | loss: 0.0311721 | val_loss: 0.0311768 | Time: 1409.93 ms
[2021-03-20 13:34:46 main:574] : INFO : Epoch 1801 | loss: 0.0311723 | val_loss: 0.0311785 | Time: 1409.43 ms
[2021-03-20 13:34:47 main:574] : INFO : Epoch 1802 | loss: 0.031173 | val_loss: 0.0311785 | Time: 1409.42 ms
[2021-03-20 13:34:49 main:574] : INFO : Epoch 1803 | loss: 0.0311716 | val_loss: 0.0311783 | Time: 1405.07 ms
[2021-03-20 13:34:50 main:574] : INFO : Epoch 1804 | loss: 0.0311741 | val_loss: 0.0311769 | Time: 1407.89 ms
[2021-03-20 13:34:51 main:574] : INFO : Epoch 1805 | loss: 0.0311721 | val_loss: 0.0311871 | Time: 1418.94 ms
[2021-03-20 13:34:53 main:574] : INFO : Epoch 1806 | loss: 0.0311787 | val_loss: 0.0311824 | Time: 1410.25 ms
[2021-03-20 13:34:54 main:574] : INFO : Epoch 1807 | loss: 0.0311776 | val_loss: 0.0311802 | Time: 1412 ms
[2021-03-20 13:34:56 main:574] : INFO : Epoch 1808 | loss: 0.0311753 | val_loss: 0.03118 | Time: 1406.69 ms
[2021-03-20 13:34:57 main:574] : INFO : Epoch 1809 | loss: 0.0311744 | val_loss: 0.0311812 | Time: 1402.8 ms
[2021-03-20 13:34:59 main:574] : INFO : Epoch 1810 | loss: 0.031173 | val_loss: 0.0311827 | Time: 1397.58 ms
[2021-03-20 13:35:00 main:574] : INFO : Epoch 1811 | loss: 0.0311737 | val_loss: 0.0311792 | Time: 1400.36 ms
[2021-03-20 13:35:01 main:574] : INFO : Epoch 1812 | loss: 0.0311752 | val_loss: 0.0311804 | Time: 1402.76 ms
[2021-03-20 13:35:03 main:574] : INFO : Epoch 1813 | loss: 0.0311777 | val_loss: 0.0311879 | Time: 1401.41 ms
[2021-03-20 13:35:04 main:574] : INFO : Epoch 1814 | loss: 0.0311828 | val_loss: 0.0311861 | Time: 1406.21 ms
[2021-03-20 13:35:06 main:574] : INFO : Epoch 1815 | loss: 0.0311765 | val_loss: 0.0311843 | Time: 1403.32 ms
[2021-03-20 13:35:07 main:574] : INFO : Epoch 1816 | loss: 0.0311785 | val_loss: 0.0311814 | Time: 1407.05 ms
[2021-03-20 13:35:08 main:574] : INFO : Epoch 1817 | loss: 0.0311784 | val_loss: 0.031181 | Time: 1399.79 ms
[2021-03-20 13:35:10 main:574] : INFO : Epoch 1818 | loss: 0.0311753 | val_loss: 0.0311823 | Time: 1406.74 ms
[2021-03-20 13:35:11 main:574] : INFO : Epoch 1819 | loss: 0.0311781 | val_loss: 0.0311851 | Time: 1416.03 ms
[2021-03-20 13:35:13 main:574] : INFO : Epoch 1820 | loss: 0.031179 | val_loss: 0.0311878 | Time: 1429.83 ms
[2021-03-20 13:35:14 main:574] : INFO : Epoch 1821 | loss: 0.03118 | val_loss: 0.0311827 | Time: 1442.49 ms
[2021-03-20 13:35:16 main:574] : INFO : Epoch 1822 | loss: 0.0311774 | val_loss: 0.0311845 | Time: 1456.54 ms
[2021-03-20 13:35:17 main:574] : INFO : Epoch 1823 | loss: 0.0311775 | val_loss: 0.0311832 | Time: 1469.38 ms
[2021-03-20 13:35:19 main:574] : INFO : Epoch 1824 | loss: 0.0311756 | val_loss: 0.0311875 | Time: 1485.67 ms
[2021-03-20 13:35:20 main:574] : INFO : Epoch 1825 | loss: 0.0311748 | val_loss: 0.0311811 | Time: 1465.81 ms
[2021-03-20 13:35:21 main:574] : INFO : Epoch 1826 | loss: 0.0311736 | val_loss: 0.0311809 | Time: 1447.54 ms
[2021-03-20 13:35:23 main:574] : INFO : Epoch 1827 | loss: 0.0311732 | val_loss: 0.0311809 | Time: 1447.92 ms
[2021-03-20 13:35:24 main:574] : INFO : Epoch 1828 | loss: 0.0311746 | val_loss: 0.0311838 | Time: 1435.3 ms
[2021-03-20 13:35:26 main:574] : INFO : Epoch 1829 | loss: 0.0311748 | val_loss: 0.0311845 | Time: 1436.47 ms
[2021-03-20 13:35:27 main:574] : INFO : Epoch 1830 | loss: 0.031174 | val_loss: 0.0311805 | Time: 1440.58 ms
[2021-03-20 13:35:29 main:574] : INFO : Epoch 1831 | loss: 0.0311722 | val_loss: 0.0311806 | Time: 1434.79 ms
[2021-03-20 13:35:30 main:574] : INFO : Epoch 1832 | loss: 0.0311726 | val_loss: 0.031181 | Time: 1444.92 ms
[2021-03-20 13:35:32 main:574] : INFO : Epoch 1833 | loss: 0.0311726 | val_loss: 0.0311806 | Time: 1441.04 ms
[2021-03-20 13:35:33 main:574] : INFO : Epoch 1834 | loss: 0.0311722 | val_loss: 0.0311795 | Time: 1437.09 ms
[2021-03-20 13:35:35 main:574] : INFO : Epoch 1835 | loss: 0.0311729 | val_loss: 0.0311774 | Time: 1427.01 ms
[2021-03-20 13:35:36 main:574] : INFO : Epoch 1836 | loss: 0.0311718 | val_loss: 0.031178 | Time: 1438.12 ms
[2021-03-20 13:35:37 main:574] : INFO : Epoch 1837 | loss: 0.0311744 | val_loss: 0.0311784 | Time: 1432.24 ms
[2021-03-20 13:35:39 main:574] : INFO : Epoch 1838 | loss: 0.0311748 | val_loss: 0.0311816 | Time: 1438.47 ms
[2021-03-20 13:35:40 main:574] : INFO : Epoch 1839 | loss: 0.0311754 | val_loss: 0.0311775 | Time: 1430.17 ms
[2021-03-20 13:35:42 main:574] : INFO : Epoch 1840 | loss: 0.0311737 | val_loss: 0.0311827 | Time: 1457.68 ms
[2021-03-20 13:35:43 main:574] : INFO : Epoch 1841 | loss: 0.0311735 | val_loss: 0.0311848 | Time: 1440.25 ms
[2021-03-20 13:35:45 main:574] : INFO : Epoch 1842 | loss: 0.0311753 | val_loss: 0.0311844 | Time: 1451.56 ms
[2021-03-20 13:35:46 main:574] : INFO : Epoch 1843 | loss: 0.0311739 | val_loss: 0.0311808 | Time: 1426.21 ms
[2021-03-20 13:35:48 main:574] : INFO : Epoch 1844 | loss: 0.0311772 | val_loss: 0.0311797 | Time: 1427.13 ms
[2021-03-20 13:35:49 main:574] : INFO : Epoch 1845 | loss: 0.0311744 | val_loss: 0.0311775 | Time: 1447.45 ms
[2021-03-20 13:35:50 main:574] : INFO : Epoch 1846 | loss: 0.0311723 | val_loss: 0.0311788 | Time: 1453.93 ms
[2021-03-20 13:35:52 main:574] : INFO : Epoch 1847 | loss: 0.031173 | val_loss: 0.0311793 | Time: 1465.45 ms
[2021-03-20 13:35:53 main:574] : INFO : Epoch 1848 | loss: 0.0311734 | val_loss: 0.0311776 | Time: 1461.82 ms
[2021-03-20 13:35:55 main:574] : INFO : Epoch 1849 | loss: 0.031173 | val_loss: 0.0311768 | Time: 1444.11 ms
[2021-03-20 13:35:56 main:574] : INFO : Epoch 1850 | loss: 0.031172 | val_loss: 0.0311782 | Time: 1437.88 ms
[2021-03-20 13:35:58 main:574] : INFO : Epoch 1851 | loss: 0.0311713 | val_loss: 0.0311773 | Time: 1417.49 ms
[2021-03-20 13:35:59 main:574] : INFO : Epoch 1852 | loss: 0.0311709 | val_loss: 0.0311757 | Time: 1424.45 ms
[2021-03-20 13:36:01 main:574] : INFO : Epoch 1853 | loss: 0.0311719 | val_loss: 0.031178 | Time: 1420.8 ms
[2021-03-20 13:36:02 main:574] : INFO : Epoch 1854 | loss: 0.0311716 | val_loss: 0.0311786 | Time: 1417.31 ms
[2021-03-20 13:36:03 main:574] : INFO : Epoch 1855 | loss: 0.0311712 | val_loss: 0.031176 | Time: 1414.7 ms
[2021-03-20 13:36:05 main:574] : INFO : Epoch 1856 | loss: 0.0311717 | val_loss: 0.0311752 | Time: 1415.4 ms
[2021-03-20 13:36:06 main:574] : INFO : Epoch 1857 | loss: 0.0311716 | val_loss: 0.0311802 | Time: 1430.15 ms
[2021-03-20 13:36:08 main:574] : INFO : Epoch 1858 | loss: 0.0311724 | val_loss: 0.0311804 | Time: 1421.18 ms
[2021-03-20 13:36:09 main:574] : INFO : Epoch 1859 | loss: 0.0311739 | val_loss: 0.031176 | Time: 1416.21 ms
[2021-03-20 13:36:11 main:574] : INFO : Epoch 1860 | loss: 0.031172 | val_loss: 0.031177 | Time: 1426.52 ms
[2021-03-20 13:36:12 main:574] : INFO : Epoch 1861 | loss: 0.0311706 | val_loss: 0.0311758 | Time: 1411.67 ms
[2021-03-20 13:36:13 main:574] : INFO : Epoch 1862 | loss: 0.0311702 | val_loss: 0.0311764 | Time: 1412.89 ms
[2021-03-20 13:36:15 main:574] : INFO : Epoch 1863 | loss: 0.0311707 | val_loss: 0.0311802 | Time: 1422.12 ms
[2021-03-20 13:36:16 main:574] : INFO : Epoch 1864 | loss: 0.0311738 | val_loss: 0.0311795 | Time: 1429.24 ms
[2021-03-20 13:36:18 main:574] : INFO : Epoch 1865 | loss: 0.031175 | val_loss: 0.0311796 | Time: 1423.31 ms
[2021-03-20 13:36:19 main:574] : INFO : Epoch 1866 | loss: 0.0311739 | val_loss: 0.0311778 | Time: 1418.04 ms
[2021-03-20 13:36:21 main:574] : INFO : Epoch 1867 | loss: 0.0311737 | val_loss: 0.0311801 | Time: 1420.57 ms
[2021-03-20 13:36:22 main:574] : INFO : Epoch 1868 | loss: 0.0311739 | val_loss: 0.031178 | Time: 1421.78 ms
[2021-03-20 13:36:24 main:574] : INFO : Epoch 1869 | loss: 0.0311732 | val_loss: 0.0311794 | Time: 1415.98 ms
[2021-03-20 13:36:25 main:574] : INFO : Epoch 1870 | loss: 0.0311768 | val_loss: 0.0311791 | Time: 1414.31 ms
[2021-03-20 13:36:26 main:574] : INFO : Epoch 1871 | loss: 0.0311753 | val_loss: 0.0311782 | Time: 1408.34 ms
[2021-03-20 13:36:28 main:574] : INFO : Epoch 1872 | loss: 0.0311729 | val_loss: 0.0311779 | Time: 1419.02 ms
[2021-03-20 13:36:29 main:574] : INFO : Epoch 1873 | loss: 0.0311741 | val_loss: 0.0311785 | Time: 1411.74 ms
[2021-03-20 13:36:31 main:574] : INFO : Epoch 1874 | loss: 0.0311779 | val_loss: 0.0311793 | Time: 1417.12 ms
[2021-03-20 13:36:32 main:574] : INFO : Epoch 1875 | loss: 0.0311811 | val_loss: 0.0311841 | Time: 1416.1 ms
[2021-03-20 13:36:33 main:574] : INFO : Epoch 1876 | loss: 0.0311854 | val_loss: 0.0312632 | Time: 1407.99 ms
[2021-03-20 13:36:35 main:574] : INFO : Epoch 1877 | loss: 0.0319946 | val_loss: 0.0336496 | Time: 1410.85 ms
[2021-03-20 13:36:36 main:574] : INFO : Epoch 1878 | loss: 0.0374076 | val_loss: 0.0328284 | Time: 1439.44 ms
[2021-03-20 13:36:38 main:574] : INFO : Epoch 1879 | loss: 0.0320459 | val_loss: 0.0335182 | Time: 1421.61 ms
[2021-03-20 13:36:39 main:574] : INFO : Epoch 1880 | loss: 0.0464258 | val_loss: 0.0316475 | Time: 1422.57 ms
[2021-03-20 13:36:41 main:574] : INFO : Epoch 1881 | loss: 0.0320981 | val_loss: 0.0316573 | Time: 1419.36 ms
[2021-03-20 13:36:42 main:574] : INFO : Epoch 1882 | loss: 0.0313893 | val_loss: 0.0312824 | Time: 1422.31 ms
[2021-03-20 13:36:44 main:574] : INFO : Epoch 1883 | loss: 0.0312653 | val_loss: 0.0312538 | Time: 1427.94 ms
[2021-03-20 13:36:45 main:574] : INFO : Epoch 1884 | loss: 0.0312431 | val_loss: 0.0312389 | Time: 1424.06 ms
[2021-03-20 13:36:46 main:574] : INFO : Epoch 1885 | loss: 0.0312357 | val_loss: 0.0312354 | Time: 1420.04 ms
[2021-03-20 13:36:48 main:574] : INFO : Epoch 1886 | loss: 0.031231 | val_loss: 0.0312299 | Time: 1435.23 ms
[2021-03-20 13:36:49 main:574] : INFO : Epoch 1887 | loss: 0.0312264 | val_loss: 0.0312253 | Time: 1447.25 ms
[2021-03-20 13:36:51 main:574] : INFO : Epoch 1888 | loss: 0.0312209 | val_loss: 0.0312198 | Time: 1437.75 ms
[2021-03-20 13:36:52 main:574] : INFO : Epoch 1889 | loss: 0.0312142 | val_loss: 0.0312135 | Time: 1411.71 ms
[2021-03-20 13:36:54 main:574] : INFO : Epoch 1890 | loss: 0.0312066 | val_loss: 0.0312052 | Time: 1424.68 ms
[2021-03-20 13:36:55 main:574] : INFO : Epoch 1891 | loss: 0.0312003 | val_loss: 0.0311993 | Time: 1444.16 ms
[2021-03-20 13:36:56 main:574] : INFO : Epoch 1892 | loss: 0.0311962 | val_loss: 0.0311942 | Time: 1426.19 ms
[2021-03-20 13:36:58 main:574] : INFO : Epoch 1893 | loss: 0.0311929 | val_loss: 0.0311907 | Time: 1421.12 ms
[2021-03-20 13:36:59 main:574] : INFO : Epoch 1894 | loss: 0.03119 | val_loss: 0.0311882 | Time: 1428.47 ms
[2021-03-20 13:37:01 main:574] : INFO : Epoch 1895 | loss: 0.0311877 | val_loss: 0.031187 | Time: 1424.98 ms
[2021-03-20 13:37:02 main:574] : INFO : Epoch 1896 | loss: 0.0311858 | val_loss: 0.0311862 | Time: 1437.59 ms
[2021-03-20 13:37:04 main:574] : INFO : Epoch 1897 | loss: 0.0311848 | val_loss: 0.0311866 | Time: 1438.33 ms
[2021-03-20 13:37:05 main:574] : INFO : Epoch 1898 | loss: 0.0311836 | val_loss: 0.0311853 | Time: 1431.39 ms
[2021-03-20 13:37:07 main:574] : INFO : Epoch 1899 | loss: 0.0311831 | val_loss: 0.0311847 | Time: 1413.74 ms
[2021-03-20 13:37:08 main:574] : INFO : Epoch 1900 | loss: 0.0311825 | val_loss: 0.0311843 | Time: 1420.94 ms
[2021-03-20 13:37:09 main:574] : INFO : Epoch 1901 | loss: 0.0311823 | val_loss: 0.0311847 | Time: 1428.07 ms
[2021-03-20 13:37:11 main:574] : INFO : Epoch 1902 | loss: 0.0311817 | val_loss: 0.0311842 | Time: 1418.69 ms
[2021-03-20 13:37:12 main:574] : INFO : Epoch 1903 | loss: 0.0311806 | val_loss: 0.0311817 | Time: 1462.89 ms
[2021-03-20 13:37:14 main:574] : INFO : Epoch 1904 | loss: 0.0311798 | val_loss: 0.031182 | Time: 1433.69 ms
[2021-03-20 13:37:15 main:574] : INFO : Epoch 1905 | loss: 0.0311796 | val_loss: 0.0311813 | Time: 1417.32 ms
[2021-03-20 13:37:17 main:574] : INFO : Epoch 1906 | loss: 0.0311792 | val_loss: 0.0311821 | Time: 1411.89 ms
[2021-03-20 13:37:18 main:574] : INFO : Epoch 1907 | loss: 0.0311787 | val_loss: 0.0311812 | Time: 1420.92 ms
[2021-03-20 13:37:20 main:574] : INFO : Epoch 1908 | loss: 0.0311786 | val_loss: 0.03118 | Time: 1495.53 ms
[2021-03-20 13:37:21 main:574] : INFO : Epoch 1909 | loss: 0.0311778 | val_loss: 0.0311794 | Time: 1442.45 ms
[2021-03-20 13:37:22 main:574] : INFO : Epoch 1910 | loss: 0.0311773 | val_loss: 0.0311787 | Time: 1438.19 ms
[2021-03-20 13:37:24 main:574] : INFO : Epoch 1911 | loss: 0.0311771 | val_loss: 0.0311802 | Time: 1427.79 ms
[2021-03-20 13:37:25 main:574] : INFO : Epoch 1912 | loss: 0.0311768 | val_loss: 0.0311782 | Time: 1411.43 ms
[2021-03-20 13:37:27 main:574] : INFO : Epoch 1913 | loss: 0.031177 | val_loss: 0.0311781 | Time: 1433.33 ms
[2021-03-20 13:37:28 main:574] : INFO : Epoch 1914 | loss: 0.0311762 | val_loss: 0.031181 | Time: 1438.1 ms
[2021-03-20 13:37:30 main:574] : INFO : Epoch 1915 | loss: 0.031177 | val_loss: 0.0311809 | Time: 1430.45 ms
[2021-03-20 13:37:31 main:574] : INFO : Epoch 1916 | loss: 0.0311754 | val_loss: 0.0311776 | Time: 1447.17 ms
[2021-03-20 13:37:32 main:574] : INFO : Epoch 1917 | loss: 0.0311736 | val_loss: 0.0311767 | Time: 1424.42 ms
[2021-03-20 13:37:34 main:574] : INFO : Epoch 1918 | loss: 0.0311731 | val_loss: 0.0311766 | Time: 1439.97 ms
[2021-03-20 13:37:35 main:574] : INFO : Epoch 1919 | loss: 0.0311738 | val_loss: 0.0311767 | Time: 1436.8 ms
[2021-03-20 13:37:37 main:574] : INFO : Epoch 1920 | loss: 0.0311732 | val_loss: 0.031177 | Time: 1480.51 ms
[2021-03-20 13:37:38 main:574] : INFO : Epoch 1921 | loss: 0.0311732 | val_loss: 0.0311762 | Time: 1464.09 ms
[2021-03-20 13:37:40 main:574] : INFO : Epoch 1922 | loss: 0.0311727 | val_loss: 0.0311766 | Time: 1463.72 ms
[2021-03-20 13:37:41 main:574] : INFO : Epoch 1923 | loss: 0.0311724 | val_loss: 0.0311775 | Time: 1439.91 ms
[2021-03-20 13:37:43 main:574] : INFO : Epoch 1924 | loss: 0.0311729 | val_loss: 0.0311762 | Time: 1441.76 ms
[2021-03-20 13:37:44 main:574] : INFO : Epoch 1925 | loss: 0.0311722 | val_loss: 0.031179 | Time: 1434.15 ms
[2021-03-20 13:37:46 main:574] : INFO : Epoch 1926 | loss: 0.0311727 | val_loss: 0.0311772 | Time: 1432.27 ms
[2021-03-20 13:37:47 main:574] : INFO : Epoch 1927 | loss: 0.0311719 | val_loss: 0.0311762 | Time: 1438.51 ms
[2021-03-20 13:37:49 main:574] : INFO : Epoch 1928 | loss: 0.0311715 | val_loss: 0.0311759 | Time: 1452.59 ms
[2021-03-20 13:37:50 main:574] : INFO : Epoch 1929 | loss: 0.0311714 | val_loss: 0.031176 | Time: 1431.47 ms
[2021-03-20 13:37:51 main:574] : INFO : Epoch 1930 | loss: 0.0311723 | val_loss: 0.0311784 | Time: 1428.43 ms
[2021-03-20 13:37:53 main:574] : INFO : Epoch 1931 | loss: 0.031173 | val_loss: 0.031176 | Time: 1463.88 ms
[2021-03-20 13:37:54 main:574] : INFO : Epoch 1932 | loss: 0.0311718 | val_loss: 0.0311769 | Time: 1459.46 ms
[2021-03-20 13:37:56 main:574] : INFO : Epoch 1933 | loss: 0.0311715 | val_loss: 0.0311753 | Time: 1453.67 ms
[2021-03-20 13:37:57 main:574] : INFO : Epoch 1934 | loss: 0.0311703 | val_loss: 0.0311757 | Time: 1420.71 ms
[2021-03-20 13:37:59 main:574] : INFO : Epoch 1935 | loss: 0.0311712 | val_loss: 0.0311757 | Time: 1426.36 ms
[2021-03-20 13:38:00 main:574] : INFO : Epoch 1936 | loss: 0.0311716 | val_loss: 0.0311747 | Time: 1424.34 ms
[2021-03-20 13:38:02 main:574] : INFO : Epoch 1937 | loss: 0.0311707 | val_loss: 0.0311756 | Time: 1421.6 ms
[2021-03-20 13:38:03 main:574] : INFO : Epoch 1938 | loss: 0.0311704 | val_loss: 0.0311755 | Time: 1421.73 ms
[2021-03-20 13:38:04 main:574] : INFO : Epoch 1939 | loss: 0.0311696 | val_loss: 0.0311756 | Time: 1437.68 ms
[2021-03-20 13:38:06 main:574] : INFO : Epoch 1940 | loss: 0.0311712 | val_loss: 0.0311773 | Time: 1428.93 ms
[2021-03-20 13:38:07 main:574] : INFO : Epoch 1941 | loss: 0.0311724 | val_loss: 0.031177 | Time: 1411.23 ms
[2021-03-20 13:38:09 main:574] : INFO : Epoch 1942 | loss: 0.031172 | val_loss: 0.0311769 | Time: 1416.83 ms
[2021-03-20 13:38:10 main:574] : INFO : Epoch 1943 | loss: 0.0311719 | val_loss: 0.0311779 | Time: 1444.97 ms
[2021-03-20 13:38:12 main:574] : INFO : Epoch 1944 | loss: 0.0311708 | val_loss: 0.0311769 | Time: 1439.06 ms
[2021-03-20 13:38:13 main:574] : INFO : Epoch 1945 | loss: 0.0311718 | val_loss: 0.0311758 | Time: 1439.48 ms
[2021-03-20 13:38:15 main:574] : INFO : Epoch 1946 | loss: 0.031172 | val_loss: 0.0311779 | Time: 1454.32 ms
[2021-03-20 13:38:16 main:574] : INFO : Epoch 1947 | loss: 0.0311722 | val_loss: 0.0311754 | Time: 1459.7 ms
[2021-03-20 13:38:17 main:574] : INFO : Epoch 1948 | loss: 0.0311705 | val_loss: 0.0311748 | Time: 1415.33 ms
[2021-03-20 13:38:19 main:574] : INFO : Epoch 1949 | loss: 0.0311701 | val_loss: 0.0311771 | Time: 1438.74 ms
[2021-03-20 13:38:20 main:574] : INFO : Epoch 1950 | loss: 0.03117 | val_loss: 0.0311752 | Time: 1429.4 ms
[2021-03-20 13:38:22 main:574] : INFO : Epoch 1951 | loss: 0.0311703 | val_loss: 0.0311769 | Time: 1421.6 ms
[2021-03-20 13:38:23 main:574] : INFO : Epoch 1952 | loss: 0.0311698 | val_loss: 0.0311763 | Time: 1472.93 ms
[2021-03-20 13:38:25 main:574] : INFO : Epoch 1953 | loss: 0.0311705 | val_loss: 0.0311758 | Time: 1438.63 ms
[2021-03-20 13:38:26 main:574] : INFO : Epoch 1954 | loss: 0.0311703 | val_loss: 0.0311752 | Time: 1465.26 ms
[2021-03-20 13:38:28 main:574] : INFO : Epoch 1955 | loss: 0.031172 | val_loss: 0.0311759 | Time: 1431.82 ms
[2021-03-20 13:38:29 main:574] : INFO : Epoch 1956 | loss: 0.031172 | val_loss: 0.0311742 | Time: 1422.51 ms
[2021-03-20 13:38:30 main:574] : INFO : Epoch 1957 | loss: 0.0311703 | val_loss: 0.0311742 | Time: 1435.72 ms
[2021-03-20 13:38:32 main:574] : INFO : Epoch 1958 | loss: 0.0311697 | val_loss: 0.0311741 | Time: 1415.11 ms
[2021-03-20 13:38:33 main:574] : INFO : Epoch 1959 | loss: 0.0311699 | val_loss: 0.0311754 | Time: 1429.33 ms
[2021-03-20 13:38:35 main:574] : INFO : Epoch 1960 | loss: 0.0311696 | val_loss: 0.0311746 | Time: 1418.73 ms
[2021-03-20 13:38:36 main:574] : INFO : Epoch 1961 | loss: 0.0311704 | val_loss: 0.0311763 | Time: 1408.67 ms
[2021-03-20 13:38:38 main:574] : INFO : Epoch 1962 | loss: 0.0311702 | val_loss: 0.0311743 | Time: 1416.08 ms
[2021-03-20 13:38:39 main:574] : INFO : Epoch 1963 | loss: 0.0311696 | val_loss: 0.0311742 | Time: 1408.36 ms
[2021-03-20 13:38:40 main:574] : INFO : Epoch 1964 | loss: 0.0311692 | val_loss: 0.0311759 | Time: 1427.48 ms
[2021-03-20 13:38:42 main:574] : INFO : Epoch 1965 | loss: 0.0311695 | val_loss: 0.0311765 | Time: 1429.56 ms
[2021-03-20 13:38:43 main:574] : INFO : Epoch 1966 | loss: 0.0311697 | val_loss: 0.031174 | Time: 1450.87 ms
[2021-03-20 13:38:45 main:574] : INFO : Epoch 1967 | loss: 0.0311687 | val_loss: 0.0311736 | Time: 1478.68 ms
[2021-03-20 13:38:46 main:574] : INFO : Epoch 1968 | loss: 0.0311677 | val_loss: 0.0311745 | Time: 1462.22 ms
[2021-03-20 13:38:48 main:574] : INFO : Epoch 1969 | loss: 0.0311683 | val_loss: 0.0311765 | Time: 1446.5 ms
[2021-03-20 13:38:49 main:574] : INFO : Epoch 1970 | loss: 0.0311675 | val_loss: 0.0311756 | Time: 1475.94 ms
[2021-03-20 13:38:51 main:574] : INFO : Epoch 1971 | loss: 0.0311687 | val_loss: 0.0311735 | Time: 1475.74 ms
[2021-03-20 13:38:52 main:574] : INFO : Epoch 1972 | loss: 0.0311719 | val_loss: 0.0311854 | Time: 1466.34 ms
[2021-03-20 13:38:54 main:574] : INFO : Epoch 1973 | loss: 0.0311724 | val_loss: 0.0311743 | Time: 1443.3 ms
[2021-03-20 13:38:55 main:574] : INFO : Epoch 1974 | loss: 0.0311703 | val_loss: 0.0311751 | Time: 1449.95 ms
[2021-03-20 13:38:57 main:574] : INFO : Epoch 1975 | loss: 0.0311685 | val_loss: 0.0311757 | Time: 1442.55 ms
[2021-03-20 13:38:58 main:574] : INFO : Epoch 1976 | loss: 0.0311682 | val_loss: 0.0311742 | Time: 1415.23 ms
[2021-03-20 13:38:59 main:574] : INFO : Epoch 1977 | loss: 0.0311672 | val_loss: 0.0311746 | Time: 1414.11 ms
[2021-03-20 13:39:01 main:574] : INFO : Epoch 1978 | loss: 0.0311688 | val_loss: 0.0311737 | Time: 1499.55 ms
[2021-03-20 13:39:02 main:574] : INFO : Epoch 1979 | loss: 0.0311685 | val_loss: 0.0311754 | Time: 1442.39 ms
[2021-03-20 13:39:04 main:574] : INFO : Epoch 1980 | loss: 0.0311682 | val_loss: 0.0311726 | Time: 1448.74 ms
[2021-03-20 13:39:05 main:574] : INFO : Epoch 1981 | loss: 0.0311666 | val_loss: 0.0311716 | Time: 1438.82 ms
[2021-03-20 13:39:07 main:574] : INFO : Epoch 1982 | loss: 0.0311667 | val_loss: 0.031175 | Time: 1418.88 ms
[2021-03-20 13:39:08 main:574] : INFO : Epoch 1983 | loss: 0.0311686 | val_loss: 0.0311747 | Time: 1423.33 ms
[2021-03-20 13:39:10 main:574] : INFO : Epoch 1984 | loss: 0.0311665 | val_loss: 0.0311738 | Time: 1429.65 ms
[2021-03-20 13:39:11 main:574] : INFO : Epoch 1985 | loss: 0.0311669 | val_loss: 0.0311723 | Time: 1417.05 ms
[2021-03-20 13:39:12 main:574] : INFO : Epoch 1986 | loss: 0.0311667 | val_loss: 0.0311732 | Time: 1428.15 ms
[2021-03-20 13:39:14 main:574] : INFO : Epoch 1987 | loss: 0.0311668 | val_loss: 0.031172 | Time: 1419.49 ms
[2021-03-20 13:39:15 main:574] : INFO : Epoch 1988 | loss: 0.0311672 | val_loss: 0.0311741 | Time: 1419.98 ms
[2021-03-20 13:39:17 main:574] : INFO : Epoch 1989 | loss: 0.0311673 | val_loss: 0.0311727 | Time: 1430.73 ms
[2021-03-20 13:39:18 main:574] : INFO : Epoch 1990 | loss: 0.0311661 | val_loss: 0.031173 | Time: 1428.37 ms
[2021-03-20 13:39:20 main:574] : INFO : Epoch 1991 | loss: 0.0311661 | val_loss: 0.0311716 | Time: 1436.7 ms
[2021-03-20 13:39:21 main:574] : INFO : Epoch 1992 | loss: 0.0311663 | val_loss: 0.0311727 | Time: 1423.02 ms
[2021-03-20 13:39:23 main:574] : INFO : Epoch 1993 | loss: 0.0311668 | val_loss: 0.0311716 | Time: 1420.24 ms
[2021-03-20 13:39:24 main:574] : INFO : Epoch 1994 | loss: 0.0311667 | val_loss: 0.0311721 | Time: 1419.42 ms
[2021-03-20 13:39:25 main:574] : INFO : Epoch 1995 | loss: 0.0311664 | val_loss: 0.0311724 | Time: 1442.92 ms
[2021-03-20 13:39:27 main:574] : INFO : Epoch 1996 | loss: 0.0311661 | val_loss: 0.0311735 | Time: 1437.7 ms
[2021-03-20 13:39:28 main:574] : INFO : Epoch 1997 | loss: 0.0311666 | val_loss: 0.0311718 | Time: 1417.09 ms
[2021-03-20 13:39:30 main:574] : INFO : Epoch 1998 | loss: 0.0311711 | val_loss: 0.031178 | Time: 1425.13 ms
[2021-03-20 13:39:31 main:574] : INFO : Epoch 1999 | loss: 0.0311724 | val_loss: 0.0311771 | Time: 1418.03 ms
[2021-03-20 13:39:33 main:574] : INFO : Epoch 2000 | loss: 0.0311711 | val_loss: 0.0311713 | Time: 1433.03 ms
[2021-03-20 13:39:34 main:574] : INFO : Epoch 2001 | loss: 0.0311708 | val_loss: 0.0311732 | Time: 1412.57 ms
[2021-03-20 13:39:35 main:574] : INFO : Epoch 2002 | loss: 0.0311711 | val_loss: 0.0311726 | Time: 1405.98 ms
[2021-03-20 13:39:37 main:574] : INFO : Epoch 2003 | loss: 0.0311687 | val_loss: 0.0311715 | Time: 1444.97 ms
[2021-03-20 13:39:38 main:574] : INFO : Epoch 2004 | loss: 0.0311701 | val_loss: 0.0311756 | Time: 1434.94 ms
[2021-03-20 13:39:40 main:574] : INFO : Epoch 2005 | loss: 0.0311682 | val_loss: 0.0311724 | Time: 1416.5 ms
[2021-03-20 13:39:41 main:574] : INFO : Epoch 2006 | loss: 0.0311675 | val_loss: 0.0311728 | Time: 1415.62 ms
[2021-03-20 13:39:43 main:574] : INFO : Epoch 2007 | loss: 0.031169 | val_loss: 0.0311731 | Time: 1436.99 ms
[2021-03-20 13:39:44 main:574] : INFO : Epoch 2008 | loss: 0.031168 | val_loss: 0.0311733 | Time: 1414.63 ms
[2021-03-20 13:39:45 main:574] : INFO : Epoch 2009 | loss: 0.0311679 | val_loss: 0.0311742 | Time: 1412.53 ms
[2021-03-20 13:39:47 main:574] : INFO : Epoch 2010 | loss: 0.0311679 | val_loss: 0.0311704 | Time: 1418.65 ms
[2021-03-20 13:39:48 main:574] : INFO : Epoch 2011 | loss: 0.0311679 | val_loss: 0.0311708 | Time: 1424 ms
[2021-03-20 13:39:50 main:574] : INFO : Epoch 2012 | loss: 0.031168 | val_loss: 0.0311733 | Time: 1426.28 ms
[2021-03-20 13:39:51 main:574] : INFO : Epoch 2013 | loss: 0.0311677 | val_loss: 0.0311703 | Time: 1430.83 ms
[2021-03-20 13:39:53 main:574] : INFO : Epoch 2014 | loss: 0.0311657 | val_loss: 0.0311719 | Time: 1417.91 ms
[2021-03-20 13:39:54 main:574] : INFO : Epoch 2015 | loss: 0.0311661 | val_loss: 0.0311708 | Time: 1411.22 ms
[2021-03-20 13:39:55 main:574] : INFO : Epoch 2016 | loss: 0.0311661 | val_loss: 0.031173 | Time: 1408.47 ms
[2021-03-20 13:39:57 main:574] : INFO : Epoch 2017 | loss: 0.0311657 | val_loss: 0.0311699 | Time: 1422.79 ms
[2021-03-20 13:39:58 main:574] : INFO : Epoch 2018 | loss: 0.0311685 | val_loss: 0.0311803 | Time: 1415.22 ms
[2021-03-20 13:40:00 main:574] : INFO : Epoch 2019 | loss: 0.0311718 | val_loss: 0.031173 | Time: 1428.61 ms
[2021-03-20 13:40:01 main:574] : INFO : Epoch 2020 | loss: 0.0311673 | val_loss: 0.0311723 | Time: 1420.92 ms
[2021-03-20 13:40:03 main:574] : INFO : Epoch 2021 | loss: 0.0311677 | val_loss: 0.0311748 | Time: 1410.27 ms
[2021-03-20 13:40:04 main:574] : INFO : Epoch 2022 | loss: 0.0311688 | val_loss: 0.0311719 | Time: 1410.95 ms
[2021-03-20 13:40:05 main:574] : INFO : Epoch 2023 | loss: 0.0311675 | val_loss: 0.0311731 | Time: 1404.58 ms
[2021-03-20 13:40:07 main:574] : INFO : Epoch 2024 | loss: 0.0311673 | val_loss: 0.0311736 | Time: 1411.6 ms
[2021-03-20 13:40:08 main:574] : INFO : Epoch 2025 | loss: 0.0311659 | val_loss: 0.0311728 | Time: 1409.37 ms
[2021-03-20 13:40:10 main:574] : INFO : Epoch 2026 | loss: 0.0311656 | val_loss: 0.0311727 | Time: 1422.91 ms
[2021-03-20 13:40:11 main:574] : INFO : Epoch 2027 | loss: 0.0311674 | val_loss: 0.0311693 | Time: 1419.85 ms
[2021-03-20 13:40:13 main:574] : INFO : Epoch 2028 | loss: 0.0311679 | val_loss: 0.031174 | Time: 1421.7 ms
[2021-03-20 13:40:14 main:574] : INFO : Epoch 2029 | loss: 0.0311671 | val_loss: 0.0311727 | Time: 1416.1 ms
[2021-03-20 13:40:15 main:574] : INFO : Epoch 2030 | loss: 0.0311665 | val_loss: 0.0311753 | Time: 1407.29 ms
[2021-03-20 13:40:17 main:574] : INFO : Epoch 2031 | loss: 0.0311691 | val_loss: 0.0311737 | Time: 1410.35 ms
[2021-03-20 13:40:18 main:574] : INFO : Epoch 2032 | loss: 0.0311661 | val_loss: 0.031172 | Time: 1407.54 ms
[2021-03-20 13:40:20 main:574] : INFO : Epoch 2033 | loss: 0.0311658 | val_loss: 0.0311733 | Time: 1431.41 ms
[2021-03-20 13:40:21 main:574] : INFO : Epoch 2034 | loss: 0.0311668 | val_loss: 0.0311752 | Time: 1417.84 ms
[2021-03-20 13:40:23 main:574] : INFO : Epoch 2035 | loss: 0.0311667 | val_loss: 0.0311712 | Time: 1411.07 ms
[2021-03-20 13:40:24 main:574] : INFO : Epoch 2036 | loss: 0.0311645 | val_loss: 0.0311707 | Time: 1413.39 ms
[2021-03-20 13:40:25 main:574] : INFO : Epoch 2037 | loss: 0.0311643 | val_loss: 0.0311705 | Time: 1409.8 ms
[2021-03-20 13:40:27 main:574] : INFO : Epoch 2038 | loss: 0.0311653 | val_loss: 0.0311712 | Time: 1417.91 ms
[2021-03-20 13:40:28 main:574] : INFO : Epoch 2039 | loss: 0.0311649 | val_loss: 0.0311706 | Time: 1412.16 ms
[2021-03-20 13:40:30 main:574] : INFO : Epoch 2040 | loss: 0.031164 | val_loss: 0.0311697 | Time: 1420.26 ms
[2021-03-20 13:40:31 main:574] : INFO : Epoch 2041 | loss: 0.0311659 | val_loss: 0.0311771 | Time: 1412.94 ms
[2021-03-20 13:40:33 main:574] : INFO : Epoch 2042 | loss: 0.0311665 | val_loss: 0.0311739 | Time: 1436.42 ms
[2021-03-20 13:40:34 main:574] : INFO : Epoch 2043 | loss: 0.0311653 | val_loss: 0.0311695 | Time: 1424.66 ms
[2021-03-20 13:40:35 main:574] : INFO : Epoch 2044 | loss: 0.0311646 | val_loss: 0.0311761 | Time: 1417.41 ms
[2021-03-20 13:40:37 main:574] : INFO : Epoch 2045 | loss: 0.0311697 | val_loss: 0.0311717 | Time: 1411.59 ms
[2021-03-20 13:40:38 main:574] : INFO : Epoch 2046 | loss: 0.0311697 | val_loss: 0.0311854 | Time: 1403.76 ms
[2021-03-20 13:40:40 main:574] : INFO : Epoch 2047 | loss: 0.0311687 | val_loss: 0.0311714 | Time: 1415.55 ms
[2021-03-20 13:40:41 main:574] : INFO : Epoch 2048 | loss: 0.0311678 | val_loss: 0.0311763 | Time: 1416.63 ms
[2021-03-20 13:40:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311763
[2021-03-20 13:40:41 main:603] : INFO : Saving end state to config to file
[2021-03-20 13:40:41 main:608] : INFO : Success, exiting..
13:40:41 (5000): 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)