Task 10904400
| Name | ParityModified-1638638938-20626-3-0_0 |
| Workunit | 8204541 |
| Created | 19 Jan 2022, 20:14:19 UTC |
| Sent | 5 Feb 2022, 19:16:26 UTC |
| Report deadline | 13 Feb 2022, 19:16:26 UTC |
| Received | 8 Feb 2022, 1:33:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8169 |
| Run time | 51 min 54 sec |
| CPU time | 44 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,066.41 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.36 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311874 | val_loss: 0.0311839 | Time: 1366.1 ms
[2022-02-07 17:20:11 main:574] : INFO : Epoch 1543 | loss: 0.0311862 | val_loss: 0.0311839 | Time: 1383.37 ms
[2022-02-07 17:20:13 main:574] : INFO : Epoch 1544 | loss: 0.0311878 | val_loss: 0.0311823 | Time: 1371.28 ms
[2022-02-07 17:20:14 main:574] : INFO : Epoch 1545 | loss: 0.0311858 | val_loss: 0.0311814 | Time: 1361.77 ms
[2022-02-07 17:20:16 main:574] : INFO : Epoch 1546 | loss: 0.031185 | val_loss: 0.0311838 | Time: 1358.06 ms
[2022-02-07 17:20:17 main:574] : INFO : Epoch 1547 | loss: 0.0311852 | val_loss: 0.0311819 | Time: 1373.8 ms
[2022-02-07 17:20:19 main:574] : INFO : Epoch 1548 | loss: 0.0311852 | val_loss: 0.0311813 | Time: 1361.02 ms
[2022-02-07 17:20:20 main:574] : INFO : Epoch 1549 | loss: 0.0311852 | val_loss: 0.0311826 | Time: 1364.38 ms
[2022-02-07 17:20:22 main:574] : INFO : Epoch 1550 | loss: 0.031183 | val_loss: 0.0311801 | Time: 1372.19 ms
[2022-02-07 17:20:23 main:574] : INFO : Epoch 1551 | loss: 0.0311822 | val_loss: 0.0311789 | Time: 1353 ms
[2022-02-07 17:20:25 main:574] : INFO : Epoch 1552 | loss: 0.0311835 | val_loss: 0.0311793 | Time: 1367.71 ms
[2022-02-07 17:20:26 main:574] : INFO : Epoch 1553 | loss: 0.0311807 | val_loss: 0.0311823 | Time: 1374.99 ms
[2022-02-07 17:20:28 main:574] : INFO : Epoch 1554 | loss: 0.0311805 | val_loss: 0.0311769 | Time: 1372.19 ms
[2022-02-07 17:20:29 main:574] : INFO : Epoch 1555 | loss: 0.0311836 | val_loss: 0.0311891 | Time: 1435.85 ms
[2022-02-07 17:20:31 main:574] : INFO : Epoch 1556 | loss: 0.0311836 | val_loss: 0.0311744 | Time: 1379.08 ms
[2022-02-07 17:20:32 main:574] : INFO : Epoch 1557 | loss: 0.0311811 | val_loss: 0.0311726 | Time: 1359.33 ms
[2022-02-07 17:20:34 main:574] : INFO : Epoch 1558 | loss: 0.0311788 | val_loss: 0.0311765 | Time: 1376.82 ms
[2022-02-07 17:20:35 main:574] : INFO : Epoch 1559 | loss: 0.0311789 | val_loss: 0.0311762 | Time: 1365.42 ms
[2022-02-07 17:20:37 main:574] : INFO : Epoch 1560 | loss: 0.0311753 | val_loss: 0.0311702 | Time: 1377.36 ms
[2022-02-07 17:20:38 main:574] : INFO : Epoch 1561 | loss: 0.0311738 | val_loss: 0.0311786 | Time: 1366.47 ms
[2022-02-07 17:20:40 main:574] : INFO : Epoch 1562 | loss: 0.03118 | val_loss: 0.0311953 | Time: 1378.51 ms
[2022-02-07 17:20:41 main:574] : INFO : Epoch 1563 | loss: 0.0311838 | val_loss: 0.0311851 | Time: 1390.39 ms
[2022-02-07 17:20:43 main:574] : INFO : Epoch 1564 | loss: 0.0311771 | val_loss: 0.0311698 | Time: 1372.48 ms
[2022-02-07 17:20:44 main:574] : INFO : Epoch 1565 | loss: 0.0311715 | val_loss: 0.0311736 | Time: 1367.29 ms
[2022-02-07 17:20:46 main:574] : INFO : Epoch 1566 | loss: 0.0311761 | val_loss: 0.0311727 | Time: 1381.46 ms
[2022-02-07 17:20:47 main:574] : INFO : Epoch 1567 | loss: 0.0311754 | val_loss: 0.0311791 | Time: 1366.13 ms
[2022-02-07 17:20:48 main:574] : INFO : Epoch 1568 | loss: 0.0311751 | val_loss: 0.0311694 | Time: 1360.38 ms
[2022-02-07 17:20:50 main:574] : INFO : Epoch 1569 | loss: 0.0311709 | val_loss: 0.0311709 | Time: 1368.37 ms
[2022-02-07 17:20:52 main:574] : INFO : Epoch 1570 | loss: 0.031172 | val_loss: 0.0311767 | Time: 1369.05 ms
[2022-02-07 17:20:53 main:574] : INFO : Epoch 1571 | loss: 0.0311716 | val_loss: 0.03117 | Time: 1382.84 ms
[2022-02-07 17:20:55 main:574] : INFO : Epoch 1572 | loss: 0.0311698 | val_loss: 0.0311728 | Time: 1402.78 ms
[2022-02-07 17:20:56 main:574] : INFO : Epoch 1573 | loss: 0.0311698 | val_loss: 0.0311673 | Time: 1370.64 ms
[2022-02-07 17:20:58 main:574] : INFO : Epoch 1574 | loss: 0.0311722 | val_loss: 0.0311679 | Time: 1366.9 ms
[2022-02-07 17:20:59 main:574] : INFO : Epoch 1575 | loss: 0.0311782 | val_loss: 0.0311759 | Time: 1404.75 ms
[2022-02-07 17:21:01 main:574] : INFO : Epoch 1576 | loss: 0.0311729 | val_loss: 0.0311733 | Time: 1395.74 ms
[2022-02-07 17:21:02 main:574] : INFO : Epoch 1577 | loss: 0.0311684 | val_loss: 0.0311711 | Time: 1418.21 ms
[2022-02-07 17:21:04 main:574] : INFO : Epoch 1578 | loss: 0.031168 | val_loss: 0.0311707 | Time: 1502.42 ms
[2022-02-07 17:21:06 main:574] : INFO : Epoch 1579 | loss: 0.0311664 | val_loss: 0.0311726 | Time: 1399.33 ms
[2022-02-07 17:21:07 main:574] : INFO : Epoch 1580 | loss: 0.0311681 | val_loss: 0.0311758 | Time: 1380.07 ms
[2022-02-07 17:21:09 main:574] : INFO : Epoch 1581 | loss: 0.0311683 | val_loss: 0.0311724 | Time: 1379.01 ms
[2022-02-07 17:21:10 main:574] : INFO : Epoch 1582 | loss: 0.0311693 | val_loss: 0.0311706 | Time: 1394.97 ms
[2022-02-07 17:21:12 main:574] : INFO : Epoch 1583 | loss: 0.0311738 | val_loss: 0.0311835 | Time: 1383.04 ms
[2022-02-07 17:21:13 main:574] : INFO : Epoch 1584 | loss: 0.0311726 | val_loss: 0.0311686 | Time: 1389.86 ms
[2022-02-07 17:21:15 main:574] : INFO : Epoch 1585 | loss: 0.0311683 | val_loss: 0.0311704 | Time: 1419.93 ms
[2022-02-07 17:21:16 main:574] : INFO : Epoch 1586 | loss: 0.0311684 | val_loss: 0.03117 | Time: 1383.94 ms
[2022-02-07 17:21:18 main:574] : INFO : Epoch 1587 | loss: 0.0311665 | val_loss: 0.0311759 | Time: 1392.33 ms
[2022-02-07 17:21:19 main:574] : INFO : Epoch 1588 | loss: 0.0311657 | val_loss: 0.0311687 | Time: 1470.62 ms
[2022-02-07 17:21:21 main:574] : INFO : Epoch 1589 | loss: 0.0311654 | val_loss: 0.0311688 | Time: 1443.5 ms
[2022-02-07 17:21:22 main:574] : INFO : Epoch 1590 | loss: 0.0311671 | val_loss: 0.0311698 | Time: 1386.96 ms
[2022-02-07 17:21:24 main:574] : INFO : Epoch 1591 | loss: 0.0311662 | val_loss: 0.0311667 | Time: 1390.03 ms
[2022-02-07 17:21:25 main:574] : INFO : Epoch 1592 | loss: 0.031168 | val_loss: 0.031166 | Time: 1386.33 ms
[2022-02-07 17:21:27 main:574] : INFO : Epoch 1593 | loss: 0.031166 | val_loss: 0.0311648 | Time: 1388.43 ms
[2022-02-07 17:21:28 main:574] : INFO : Epoch 1594 | loss: 0.031169 | val_loss: 0.031172 | Time: 1408.47 ms
[2022-02-07 17:21:30 main:574] : INFO : Epoch 1595 | loss: 0.031164 | val_loss: 0.0311656 | Time: 1393.85 ms
[2022-02-07 17:21:31 main:574] : INFO : Epoch 1596 | loss: 0.0311634 | val_loss: 0.0311644 | Time: 1402.62 ms
[2022-02-07 17:21:33 main:574] : INFO : Epoch 1597 | loss: 0.0311625 | val_loss: 0.0311641 | Time: 1401.38 ms
[2022-02-07 17:21:35 main:574] : INFO : Epoch 1598 | loss: 0.0311635 | val_loss: 0.0311651 | Time: 1394.31 ms
[2022-02-07 17:21:36 main:574] : INFO : Epoch 1599 | loss: 0.0311702 | val_loss: 0.0311663 | Time: 1392.07 ms
[2022-02-07 17:21:38 main:574] : INFO : Epoch 1600 | loss: 0.0311687 | val_loss: 0.0311728 | Time: 1376.76 ms
[2022-02-07 17:21:39 main:574] : INFO : Epoch 1601 | loss: 0.031166 | val_loss: 0.0311631 | Time: 1389.02 ms
[2022-02-07 17:21:41 main:574] : INFO : Epoch 1602 | loss: 0.0311625 | val_loss: 0.031172 | Time: 1408.6 ms
[2022-02-07 17:21:42 main:574] : INFO : Epoch 1603 | loss: 0.0311653 | val_loss: 0.031163 | Time: 1388.97 ms
[2022-02-07 17:21:44 main:574] : INFO : Epoch 1604 | loss: 0.0311609 | val_loss: 0.0311635 | Time: 1379.05 ms
[2022-02-07 17:21:45 main:574] : INFO : Epoch 1605 | loss: 0.0311597 | val_loss: 0.0311654 | Time: 1396.81 ms
[2022-02-07 17:21:47 main:574] : INFO : Epoch 1606 | loss: 0.0311597 | val_loss: 0.0311655 | Time: 1398.98 ms
[2022-02-07 17:21:48 main:574] : INFO : Epoch 1607 | loss: 0.0311613 | val_loss: 0.0311659 | Time: 1390.41 ms
[2022-02-07 17:21:50 main:574] : INFO : Epoch 1608 | loss: 0.0311608 | val_loss: 0.0311657 | Time: 1379.63 ms
[2022-02-07 17:21:51 main:574] : INFO : Epoch 1609 | loss: 0.0311619 | val_loss: 0.0311652 | Time: 1389.85 ms
[2022-02-07 17:21:53 main:574] : INFO : Epoch 1610 | loss: 0.0311602 | val_loss: 0.0311663 | Time: 1391.72 ms
[2022-02-07 17:21:54 main:574] : INFO : Epoch 1611 | loss: 0.0311626 | val_loss: 0.031166 | Time: 1404.14 ms
[2022-02-07 17:21:56 main:574] : INFO : Epoch 1612 | loss: 0.0311609 | val_loss: 0.0311645 | Time: 1369.07 ms
[2022-02-07 17:21:57 main:574] : INFO : Epoch 1613 | loss: 0.0311599 | val_loss: 0.0311637 | Time: 1398.46 ms
[2022-02-07 17:21:59 main:574] : INFO : Epoch 1614 | loss: 0.0311585 | val_loss: 0.0311629 | Time: 1378.29 ms
[2022-02-07 17:22:00 main:574] : INFO : Epoch 1615 | loss: 0.0311609 | val_loss: 0.0311632 | Time: 1388.8 ms
[2022-02-07 17:22:02 main:574] : INFO : Epoch 1616 | loss: 0.0311596 | val_loss: 0.0311625 | Time: 1392.27 ms
[2022-02-07 17:22:03 main:574] : INFO : Epoch 1617 | loss: 0.0311601 | val_loss: 0.0311639 | Time: 1387.61 ms
[2022-02-07 17:22:05 main:574] : INFO : Epoch 1618 | loss: 0.0311606 | val_loss: 0.0311647 | Time: 1384.28 ms
[2022-02-07 17:22:06 main:574] : INFO : Epoch 1619 | loss: 0.0311615 | val_loss: 0.0311633 | Time: 1379.08 ms
[2022-02-07 17:22:08 main:574] : INFO : Epoch 1620 | loss: 0.0311597 | val_loss: 0.0311622 | Time: 1374.71 ms
[2022-02-07 17:22:09 main:574] : INFO : Epoch 1621 | loss: 0.0311594 | val_loss: 0.0311619 | Time: 1397.04 ms
[2022-02-07 17:22:11 main:574] : INFO : Epoch 1622 | loss: 0.0311609 | val_loss: 0.0311635 | Time: 1378.91 ms
[2022-02-07 17:22:12 main:574] : INFO : Epoch 1623 | loss: 0.0311603 | val_loss: 0.0311622 | Time: 1379.44 ms
[2022-02-07 17:22:14 main:574] : INFO : Epoch 1624 | loss: 0.0311598 | val_loss: 0.0311718 | Time: 1385.16 ms
[2022-02-07 17:22:15 main:574] : INFO : Epoch 1625 | loss: 0.0311632 | val_loss: 0.0311665 | Time: 1380.02 ms
[2022-02-07 17:22:17 main:574] : INFO : Epoch 1626 | loss: 0.0311578 | val_loss: 0.0311625 | Time: 1376.76 ms
[2022-02-07 17:22:18 main:574] : INFO : Epoch 1627 | loss: 0.0311566 | val_loss: 0.0311615 | Time: 1395.43 ms
[2022-02-07 17:22:20 main:574] : INFO : Epoch 1628 | loss: 0.0311569 | val_loss: 0.0311657 | Time: 1369.44 ms
[2022-02-07 17:22:21 main:574] : INFO : Epoch 1629 | loss: 0.0311618 | val_loss: 0.0311704 | Time: 1402.7 ms
[2022-02-07 17:22:23 main:574] : INFO : Epoch 1630 | loss: 0.0311594 | val_loss: 0.0311667 | Time: 1389.9 ms
[2022-02-07 17:22:25 main:574] : INFO : Epoch 1631 | loss: 0.0311586 | val_loss: 0.0311696 | Time: 1381.51 ms
[2022-02-07 17:22:26 main:574] : INFO : Epoch 1632 | loss: 0.0311636 | val_loss: 0.0311713 | Time: 1380.22 ms
[2022-02-07 17:22:28 main:574] : INFO : Epoch 1633 | loss: 0.0311661 | val_loss: 0.0311679 | Time: 1379.96 ms
[2022-02-07 17:22:29 main:574] : INFO : Epoch 1634 | loss: 0.0311631 | val_loss: 0.0311663 | Time: 1377 ms
[2022-02-07 17:22:31 main:574] : INFO : Epoch 1635 | loss: 0.0311628 | val_loss: 0.0311655 | Time: 1397.79 ms
[2022-02-07 17:22:32 main:574] : INFO : Epoch 1636 | loss: 0.0311627 | val_loss: 0.0311653 | Time: 1386.81 ms
[2022-02-07 17:22:34 main:574] : INFO : Epoch 1637 | loss: 0.0311612 | val_loss: 0.031164 | Time: 1391.79 ms
[2022-02-07 17:22:35 main:574] : INFO : Epoch 1638 | loss: 0.0311601 | val_loss: 0.0311636 | Time: 1383.36 ms
[2022-02-07 17:22:37 main:574] : INFO : Epoch 1639 | loss: 0.0311591 | val_loss: 0.0311716 | Time: 1382.17 ms
[2022-02-07 17:22:38 main:574] : INFO : Epoch 1640 | loss: 0.0311607 | val_loss: 0.0311674 | Time: 1395.17 ms
[2022-02-07 17:22:40 main:574] : INFO : Epoch 1641 | loss: 0.0311585 | val_loss: 0.0311693 | Time: 1383.59 ms
[2022-02-07 17:22:41 main:574] : INFO : Epoch 1642 | loss: 0.0311588 | val_loss: 0.0311629 | Time: 1400.04 ms
[2022-02-07 17:22:43 main:574] : INFO : Epoch 1643 | loss: 0.0311599 | val_loss: 0.0311659 | Time: 1388.43 ms
[2022-02-07 17:22:44 main:574] : INFO : Epoch 1644 | loss: 0.0311575 | val_loss: 0.0311639 | Time: 1382.72 ms
[2022-02-07 17:22:46 main:574] : INFO : Epoch 1645 | loss: 0.0311589 | val_loss: 0.0311632 | Time: 1390.51 ms
[2022-02-07 17:22:47 main:574] : INFO : Epoch 1646 | loss: 0.0311585 | val_loss: 0.0311635 | Time: 1382.81 ms
[2022-02-07 17:22:49 main:574] : INFO : Epoch 1647 | loss: 0.0311585 | val_loss: 0.0311686 | Time: 1412.23 ms
[2022-02-07 17:22:50 main:574] : INFO : Epoch 1648 | loss: 0.0311595 | val_loss: 0.0311638 | Time: 1397.53 ms
[2022-02-07 17:22:52 main:574] : INFO : Epoch 1649 | loss: 0.0311571 | val_loss: 0.0311642 | Time: 1387.22 ms
[2022-02-07 17:22:53 main:574] : INFO : Epoch 1650 | loss: 0.0311605 | val_loss: 0.0311747 | Time: 1400.08 ms
[2022-02-07 17:22:55 main:574] : INFO : Epoch 1651 | loss: 0.0311582 | val_loss: 0.0311644 | Time: 1407.5 ms
[2022-02-07 17:22:57 main:574] : INFO : Epoch 1652 | loss: 0.0311579 | val_loss: 0.031165 | Time: 1397.1 ms
[2022-02-07 17:22:58 main:574] : INFO : Epoch 1653 | loss: 0.0311579 | val_loss: 0.0311666 | Time: 1391.43 ms
[2022-02-07 17:23:00 main:574] : INFO : Epoch 1654 | loss: 0.0311569 | val_loss: 0.0311645 | Time: 1403.95 ms
[2022-02-07 17:23:01 main:574] : INFO : Epoch 1655 | loss: 0.0311567 | val_loss: 0.0311678 | Time: 1381.42 ms
[2022-02-07 17:23:03 main:574] : INFO : Epoch 1656 | loss: 0.031158 | val_loss: 0.0311714 | Time: 1400.97 ms
[2022-02-07 17:23:04 main:574] : INFO : Epoch 1657 | loss: 0.0311588 | val_loss: 0.0311643 | Time: 1383.91 ms
[2022-02-07 17:23:06 main:574] : INFO : Epoch 1658 | loss: 0.0311609 | val_loss: 0.031172 | Time: 1382.84 ms
[2022-02-07 17:23:07 main:574] : INFO : Epoch 1659 | loss: 0.0311645 | val_loss: 0.0311657 | Time: 1381.9 ms
[2022-02-07 17:23:09 main:574] : INFO : Epoch 1660 | loss: 0.0311607 | val_loss: 0.0311683 | Time: 1390.96 ms
[2022-02-07 17:23:10 main:574] : INFO : Epoch 1661 | loss: 0.0311626 | val_loss: 0.0311681 | Time: 1394.8 ms
[2022-02-07 17:23:12 main:574] : INFO : Epoch 1662 | loss: 0.0311614 | val_loss: 0.0311645 | Time: 1384.43 ms
[2022-02-07 17:23:13 main:574] : INFO : Epoch 1663 | loss: 0.0311604 | val_loss: 0.0311665 | Time: 1391.37 ms
[2022-02-07 17:23:15 main:574] : INFO : Epoch 1664 | loss: 0.0311605 | val_loss: 0.0311629 | Time: 1385.08 ms
[2022-02-07 17:23:16 main:574] : INFO : Epoch 1665 | loss: 0.0311574 | val_loss: 0.031165 | Time: 1384.32 ms
[2022-02-07 17:23:18 main:574] : INFO : Epoch 1666 | loss: 0.0311589 | val_loss: 0.0311628 | Time: 1383.06 ms
[2022-02-07 17:23:19 main:574] : INFO : Epoch 1667 | loss: 0.031156 | val_loss: 0.0311596 | Time: 1375.13 ms
[2022-02-07 17:23:21 main:574] : INFO : Epoch 1668 | loss: 0.0311546 | val_loss: 0.031161 | Time: 1379.27 ms
[2022-02-07 17:23:22 main:574] : INFO : Epoch 1669 | loss: 0.031153 | val_loss: 0.0311598 | Time: 1390.59 ms
[2022-02-07 17:23:24 main:574] : INFO : Epoch 1670 | loss: 0.0311545 | val_loss: 0.031161 | Time: 1394.83 ms
[2022-02-07 17:23:25 main:574] : INFO : Epoch 1671 | loss: 0.0311527 | val_loss: 0.0311621 | Time: 1385.89 ms
[2022-02-07 17:23:27 main:574] : INFO : Epoch 1672 | loss: 0.0311534 | val_loss: 0.0311628 | Time: 1387.27 ms
[2022-02-07 17:23:28 main:574] : INFO : Epoch 1673 | loss: 0.0311527 | val_loss: 0.0311601 | Time: 1377.06 ms
[2022-02-07 17:23:30 main:574] : INFO : Epoch 1674 | loss: 0.0311517 | val_loss: 0.031168 | Time: 1393.06 ms
[2022-02-07 17:23:32 main:574] : INFO : Epoch 1675 | loss: 0.031154 | val_loss: 0.0311607 | Time: 1424.01 ms
[2022-02-07 17:23:33 main:574] : INFO : Epoch 1676 | loss: 0.0311511 | val_loss: 0.0311601 | Time: 1385.4 ms
[2022-02-07 17:23:35 main:574] : INFO : Epoch 1677 | loss: 0.0311502 | val_loss: 0.0311601 | Time: 1379.62 ms
[2022-02-07 17:23:36 main:574] : INFO : Epoch 1678 | loss: 0.0311507 | val_loss: 0.0311617 | Time: 1384.71 ms
[2022-02-07 17:23:38 main:574] : INFO : Epoch 1679 | loss: 0.0311507 | val_loss: 0.0311699 | Time: 1387.28 ms
[2022-02-07 17:23:39 main:574] : INFO : Epoch 1680 | loss: 0.0311527 | val_loss: 0.0311612 | Time: 1391.4 ms
[2022-02-07 17:23:41 main:574] : INFO : Epoch 1681 | loss: 0.0311488 | val_loss: 0.0311587 | Time: 1380.8 ms
[2022-02-07 17:23:42 main:574] : INFO : Epoch 1682 | loss: 0.0311551 | val_loss: 0.0311622 | Time: 1384.06 ms
[2022-02-07 17:23:44 main:574] : INFO : Epoch 1683 | loss: 0.0311548 | val_loss: 0.0311657 | Time: 1401.96 ms
[2022-02-07 17:23:45 main:574] : INFO : Epoch 1684 | loss: 0.0311533 | val_loss: 0.0311614 | Time: 1381.19 ms
[2022-02-07 17:23:47 main:574] : INFO : Epoch 1685 | loss: 0.0311523 | val_loss: 0.0311589 | Time: 1403.47 ms
[2022-02-07 17:23:48 main:574] : INFO : Epoch 1686 | loss: 0.0311496 | val_loss: 0.031159 | Time: 1391.07 ms
[2022-02-07 17:23:50 main:574] : INFO : Epoch 1687 | loss: 0.0311501 | val_loss: 0.0311631 | Time: 1389.05 ms
[2022-02-07 17:23:51 main:574] : INFO : Epoch 1688 | loss: 0.0311534 | val_loss: 0.0311618 | Time: 1385.35 ms
[2022-02-07 17:23:53 main:574] : INFO : Epoch 1689 | loss: 0.0311512 | val_loss: 0.0311631 | Time: 1378.43 ms
[2022-02-07 17:23:54 main:574] : INFO : Epoch 1690 | loss: 0.0311504 | val_loss: 0.0311601 | Time: 1384.55 ms
[2022-02-07 17:23:56 main:574] : INFO : Epoch 1691 | loss: 0.0311495 | val_loss: 0.0311629 | Time: 1386.97 ms
[2022-02-07 17:23:57 main:574] : INFO : Epoch 1692 | loss: 0.0311491 | val_loss: 0.0311648 | Time: 1414.04 ms
[2022-02-07 17:23:59 main:574] : INFO : Epoch 1693 | loss: 0.0311494 | val_loss: 0.0311629 | Time: 1379.41 ms
[2022-02-07 17:24:00 main:574] : INFO : Epoch 1694 | loss: 0.031148 | val_loss: 0.0311662 | Time: 1405.2 ms
[2022-02-07 17:24:02 main:574] : INFO : Epoch 1695 | loss: 0.031147 | val_loss: 0.0311592 | Time: 1392.92 ms
[2022-02-07 17:24:03 main:574] : INFO : Epoch 1696 | loss: 0.0311466 | val_loss: 0.0311604 | Time: 1386.44 ms
[2022-02-07 17:24:05 main:574] : INFO : Epoch 1697 | loss: 0.0311485 | val_loss: 0.0311665 | Time: 1408.09 ms
[2022-02-07 17:24:07 main:574] : INFO : Epoch 1698 | loss: 0.0311478 | val_loss: 0.0311586 | Time: 1397.24 ms
[2022-02-07 17:24:08 main:574] : INFO : Epoch 1699 | loss: 0.031146 | val_loss: 0.0311595 | Time: 1387.16 ms
[2022-02-07 17:24:10 main:574] : INFO : Epoch 1700 | loss: 0.0311469 | val_loss: 0.0311578 | Time: 1397.11 ms
[2022-02-07 17:24:11 main:574] : INFO : Epoch 1701 | loss: 0.0311451 | val_loss: 0.0311576 | Time: 1379.83 ms
[2022-02-07 17:24:13 main:574] : INFO : Epoch 1702 | loss: 0.0311469 | val_loss: 0.0311597 | Time: 1384 ms
[2022-02-07 17:24:14 main:574] : INFO : Epoch 1703 | loss: 0.0311452 | val_loss: 0.0311601 | Time: 1385.75 ms
[2022-02-07 17:24:16 main:574] : INFO : Epoch 1704 | loss: 0.0311458 | val_loss: 0.0311685 | Time: 1395.74 ms
[2022-02-07 17:24:17 main:574] : INFO : Epoch 1705 | loss: 0.0311506 | val_loss: 0.031161 | Time: 1388.58 ms
[2022-02-07 17:24:19 main:574] : INFO : Epoch 1706 | loss: 0.0311457 | val_loss: 0.0311596 | Time: 1390.06 ms
[2022-02-07 17:24:20 main:574] : INFO : Epoch 1707 | loss: 0.031147 | val_loss: 0.0311587 | Time: 1381.45 ms
[2022-02-07 17:24:22 main:574] : INFO : Epoch 1708 | loss: 0.0311455 | val_loss: 0.03116 | Time: 1400.11 ms
[2022-02-07 17:24:23 main:574] : INFO : Epoch 1709 | loss: 0.031151 | val_loss: 0.0311637 | Time: 1384.77 ms
[2022-02-07 17:24:25 main:574] : INFO : Epoch 1710 | loss: 0.031149 | val_loss: 0.0311636 | Time: 1378.8 ms
[2022-02-07 17:24:26 main:574] : INFO : Epoch 1711 | loss: 0.0311466 | val_loss: 0.0311613 | Time: 1380.48 ms
[2022-02-07 17:24:28 main:574] : INFO : Epoch 1712 | loss: 0.0311453 | val_loss: 0.0311587 | Time: 1379.68 ms
[2022-02-07 17:24:29 main:574] : INFO : Epoch 1713 | loss: 0.0311447 | val_loss: 0.0311587 | Time: 1382.4 ms
[2022-02-07 17:24:31 main:574] : INFO : Epoch 1714 | loss: 0.0311461 | val_loss: 0.0311618 | Time: 1409.63 ms
[2022-02-07 17:24:32 main:574] : INFO : Epoch 1715 | loss: 0.0311481 | val_loss: 0.031164 | Time: 1391.18 ms
[2022-02-07 17:24:34 main:574] : INFO : Epoch 1716 | loss: 0.0311489 | val_loss: 0.0311647 | Time: 1385.74 ms
[2022-02-07 17:24:35 main:574] : INFO : Epoch 1717 | loss: 0.0311491 | val_loss: 0.0311634 | Time: 1383.74 ms
[2022-02-07 17:24:37 main:574] : INFO : Epoch 1718 | loss: 0.03115 | val_loss: 0.0311697 | Time: 1383.66 ms
[2022-02-07 17:24:38 main:574] : INFO : Epoch 1719 | loss: 0.0311508 | val_loss: 0.0311663 | Time: 1398.63 ms
[2022-02-07 17:24:40 main:574] : INFO : Epoch 1720 | loss: 0.0311496 | val_loss: 0.0311597 | Time: 1386.48 ms
[2022-02-07 17:24:41 main:574] : INFO : Epoch 1721 | loss: 0.0311481 | val_loss: 0.031167 | Time: 1393.46 ms
[2022-02-07 17:24:43 main:574] : INFO : Epoch 1722 | loss: 0.0311488 | val_loss: 0.031161 | Time: 1387.93 ms
[2022-02-07 17:24:44 main:574] : INFO : Epoch 1723 | loss: 0.0311464 | val_loss: 0.0311589 | Time: 1390.28 ms
[2022-02-07 17:24:46 main:574] : INFO : Epoch 1724 | loss: 0.0311451 | val_loss: 0.0311609 | Time: 1377.43 ms
[2022-02-07 17:24:48 main:574] : INFO : Epoch 1725 | loss: 0.0311564 | val_loss: 0.0311662 | Time: 1380.89 ms
[2022-02-07 17:24:49 main:574] : INFO : Epoch 1726 | loss: 0.0311606 | val_loss: 0.0311656 | Time: 1392.49 ms
[2022-02-07 17:24:51 main:574] : INFO : Epoch 1727 | loss: 0.0311557 | val_loss: 0.031169 | Time: 1388.38 ms
[2022-02-07 17:24:52 main:574] : INFO : Epoch 1728 | loss: 0.0311556 | val_loss: 0.0311734 | Time: 1385.55 ms
[2022-02-07 17:24:54 main:574] : INFO : Epoch 1729 | loss: 0.0311536 | val_loss: 0.0311663 | Time: 1378.14 ms
[2022-02-07 17:24:55 main:574] : INFO : Epoch 1730 | loss: 0.0311497 | val_loss: 0.0311606 | Time: 1375.39 ms
[2022-02-07 17:24:57 main:574] : INFO : Epoch 1731 | loss: 0.0311491 | val_loss: 0.031162 | Time: 1386.67 ms
[2022-02-07 17:24:58 main:574] : INFO : Epoch 1732 | loss: 0.0311494 | val_loss: 0.0311622 | Time: 1383.59 ms
[2022-02-07 17:25:00 main:574] : INFO : Epoch 1733 | loss: 0.031152 | val_loss: 0.0311612 | Time: 1390.05 ms
[2022-02-07 17:25:01 main:574] : INFO : Epoch 1734 | loss: 0.0311499 | val_loss: 0.0311654 | Time: 1390.82 ms
[2022-02-07 17:25:03 main:574] : INFO : Epoch 1735 | loss: 0.0311494 | val_loss: 0.0311595 | Time: 1377.42 ms
[2022-02-07 17:25:04 main:574] : INFO : Epoch 1736 | loss: 0.0311462 | val_loss: 0.0311618 | Time: 1382.28 ms
[2022-02-07 17:25:06 main:574] : INFO : Epoch 1737 | loss: 0.0311486 | val_loss: 0.0311726 | Time: 1385.57 ms
[2022-02-07 17:25:07 main:574] : INFO : Epoch 1738 | loss: 0.0311503 | val_loss: 0.0311593 | Time: 1385.46 ms
[2022-02-07 17:25:09 main:574] : INFO : Epoch 1739 | loss: 0.0311496 | val_loss: 0.0311616 | Time: 1385.13 ms
[2022-02-07 17:25:10 main:574] : INFO : Epoch 1740 | loss: 0.0311507 | val_loss: 0.0311673 | Time: 1391.44 ms
[2022-02-07 17:25:12 main:574] : INFO : Epoch 1741 | loss: 0.0311535 | val_loss: 0.0311635 | Time: 1378.96 ms
[2022-02-07 17:25:13 main:574] : INFO : Epoch 1742 | loss: 0.0311492 | val_loss: 0.0311608 | Time: 1375.03 ms
[2022-02-07 17:25:15 main:574] : INFO : Epoch 1743 | loss: 0.0311484 | val_loss: 0.03116 | Time: 1379.71 ms
[2022-02-07 17:25:16 main:574] : INFO : Epoch 1744 | loss: 0.0311466 | val_loss: 0.0311577 | Time: 1391.3 ms
[2022-02-07 17:25:18 main:574] : INFO : Epoch 1745 | loss: 0.0311463 | val_loss: 0.0311641 | Time: 1382.16 ms
[2022-02-07 17:25:19 main:574] : INFO : Epoch 1746 | loss: 0.0311491 | val_loss: 0.0311589 | Time: 1363.92 ms
[2022-02-07 17:25:21 main:574] : INFO : Epoch 1747 | loss: 0.0311452 | val_loss: 0.0311612 | Time: 1376.36 ms
[2022-02-07 17:25:22 main:574] : INFO : Epoch 1748 | loss: 0.0311448 | val_loss: 0.0311582 | Time: 1382.2 ms
[2022-02-07 17:25:24 main:574] : INFO : Epoch 1749 | loss: 0.0311439 | val_loss: 0.0311577 | Time: 1378.41 ms
[2022-02-07 17:25:25 main:574] : INFO : Epoch 1750 | loss: 0.0311437 | val_loss: 0.0311657 | Time: 1388.67 ms
[2022-02-07 17:25:27 main:574] : INFO : Epoch 1751 | loss: 0.031144 | val_loss: 0.0311594 | Time: 1389.48 ms
[2022-02-07 17:25:28 main:574] : INFO : Epoch 1752 | loss: 0.0311464 | val_loss: 0.0311616 | Time: 1383.1 ms
[2022-02-07 17:25:30 main:574] : INFO : Epoch 1753 | loss: 0.0311492 | val_loss: 0.0311724 | Time: 1383.62 ms
[2022-02-07 17:25:31 main:574] : INFO : Epoch 1754 | loss: 0.0311465 | val_loss: 0.0311601 | Time: 1393.49 ms
[2022-02-07 17:25:33 main:574] : INFO : Epoch 1755 | loss: 0.0311428 | val_loss: 0.0311583 | Time: 1388.43 ms
[2022-02-07 17:25:35 main:574] : INFO : Epoch 1756 | loss: 0.0311431 | val_loss: 0.0311583 | Time: 1389.88 ms
[2022-02-07 17:25:36 main:574] : INFO : Epoch 1757 | loss: 0.0311448 | val_loss: 0.0311599 | Time: 1380 ms
[2022-02-07 17:25:38 main:574] : INFO : Epoch 1758 | loss: 0.0311452 | val_loss: 0.0311603 | Time: 1406.76 ms
[2022-02-07 17:25:39 main:574] : INFO : Epoch 1759 | loss: 0.0311436 | val_loss: 0.0311584 | Time: 1390.96 ms
[2022-02-07 17:25:41 main:574] : INFO : Epoch 1760 | loss: 0.0311428 | val_loss: 0.0311584 | Time: 1389.19 ms
[2022-02-07 17:25:42 main:574] : INFO : Epoch 1761 | loss: 0.031142 | val_loss: 0.0311623 | Time: 1391.43 ms
[2022-02-07 17:25:44 main:574] : INFO : Epoch 1762 | loss: 0.0311462 | val_loss: 0.0311601 | Time: 1383.74 ms
[2022-02-07 17:25:45 main:574] : INFO : Epoch 1763 | loss: 0.0311478 | val_loss: 0.0311642 | Time: 1388.05 ms
[2022-02-07 17:25:47 main:574] : INFO : Epoch 1764 | loss: 0.0311478 | val_loss: 0.0311632 | Time: 1378.2 ms
[2022-02-07 17:25:48 main:574] : INFO : Epoch 1765 | loss: 0.031147 | val_loss: 0.031158 | Time: 1394.43 ms
[2022-02-07 17:25:50 main:574] : INFO : Epoch 1766 | loss: 0.0311439 | val_loss: 0.0311594 | Time: 1383.4 ms
[2022-02-07 17:25:51 main:574] : INFO : Epoch 1767 | loss: 0.0311419 | val_loss: 0.031158 | Time: 1401.34 ms
[2022-02-07 17:25:53 main:574] : INFO : Epoch 1768 | loss: 0.0311449 | val_loss: 0.0311572 | Time: 1378.86 ms
[2022-02-07 17:25:54 main:574] : INFO : Epoch 1769 | loss: 0.0311438 | val_loss: 0.0311565 | Time: 1391.78 ms
[2022-02-07 17:25:56 main:574] : INFO : Epoch 1770 | loss: 0.0311457 | val_loss: 0.0311599 | Time: 1377.21 ms
[2022-02-07 17:25:57 main:574] : INFO : Epoch 1771 | loss: 0.0311449 | val_loss: 0.0311593 | Time: 1410.97 ms
[2022-02-07 17:25:59 main:574] : INFO : Epoch 1772 | loss: 0.0311452 | val_loss: 0.0311642 | Time: 1380.76 ms
[2022-02-07 17:26:00 main:574] : INFO : Epoch 1773 | loss: 0.031147 | val_loss: 0.0311596 | Time: 1403.95 ms
[2022-02-07 17:26:02 main:574] : INFO : Epoch 1774 | loss: 0.0311447 | val_loss: 0.0311599 | Time: 1382.89 ms
[2022-02-07 17:26:04 main:574] : INFO : Epoch 1775 | loss: 0.0311444 | val_loss: 0.0311574 | Time: 1381.17 ms
[2022-02-07 17:26:05 main:574] : INFO : Epoch 1776 | loss: 0.031149 | val_loss: 0.0311659 | Time: 1377.66 ms
[2022-02-07 17:26:07 main:574] : INFO : Epoch 1777 | loss: 0.0311457 | val_loss: 0.0311566 | Time: 1397.59 ms
[2022-02-07 17:26:08 main:574] : INFO : Epoch 1778 | loss: 0.0311433 | val_loss: 0.0311569 | Time: 1396.48 ms
[2022-02-07 17:26:10 main:574] : INFO : Epoch 1779 | loss: 0.0311415 | val_loss: 0.0311571 | Time: 1390.65 ms
[2022-02-07 17:26:11 main:574] : INFO : Epoch 1780 | loss: 0.031143 | val_loss: 0.0311716 | Time: 1381.65 ms
[2022-02-07 17:26:13 main:574] : INFO : Epoch 1781 | loss: 0.0311468 | val_loss: 0.0311562 | Time: 1404.19 ms
[2022-02-07 17:26:14 main:574] : INFO : Epoch 1782 | loss: 0.031141 | val_loss: 0.0311567 | Time: 1403.23 ms
[2022-02-07 17:26:16 main:574] : INFO : Epoch 1783 | loss: 0.03114 | val_loss: 0.0311558 | Time: 1388.49 ms
[2022-02-07 17:26:17 main:574] : INFO : Epoch 1784 | loss: 0.0311394 | val_loss: 0.0311564 | Time: 1397.72 ms
[2022-02-07 17:26:19 main:574] : INFO : Epoch 1785 | loss: 0.0311417 | val_loss: 0.0311593 | Time: 1380.64 ms
[2022-02-07 17:26:20 main:574] : INFO : Epoch 1786 | loss: 0.0311407 | val_loss: 0.0311604 | Time: 1386.79 ms
[2022-02-07 17:26:22 main:574] : INFO : Epoch 1787 | loss: 0.0311419 | val_loss: 0.0311649 | Time: 1396.45 ms
[2022-02-07 17:26:23 main:574] : INFO : Epoch 1788 | loss: 0.0311457 | val_loss: 0.03116 | Time: 1386.54 ms
[2022-02-07 17:26:25 main:574] : INFO : Epoch 1789 | loss: 0.0311434 | val_loss: 0.0311585 | Time: 1381.51 ms
[2022-02-07 17:26:26 main:574] : INFO : Epoch 1790 | loss: 0.0311422 | val_loss: 0.0311585 | Time: 1406.06 ms
[2022-02-07 17:26:28 main:574] : INFO : Epoch 1791 | loss: 0.0311417 | val_loss: 0.0311619 | Time: 1383.52 ms
[2022-02-07 17:26:29 main:574] : INFO : Epoch 1792 | loss: 0.0311446 | val_loss: 0.0311627 | Time: 1376.19 ms
[2022-02-07 17:26:31 main:574] : INFO : Epoch 1793 | loss: 0.03114 | val_loss: 0.031158 | Time: 1373.1 ms
[2022-02-07 17:26:32 main:574] : INFO : Epoch 1794 | loss: 0.0311402 | val_loss: 0.0311608 | Time: 1378.9 ms
[2022-02-07 17:26:34 main:574] : INFO : Epoch 1795 | loss: 0.0311393 | val_loss: 0.0311566 | Time: 1404.43 ms
[2022-02-07 17:26:36 main:574] : INFO : Epoch 1796 | loss: 0.0311431 | val_loss: 0.0311572 | Time: 1388.59 ms
[2022-02-07 17:26:37 main:574] : INFO : Epoch 1797 | loss: 0.0311452 | val_loss: 0.0311575 | Time: 1389.06 ms
[2022-02-07 17:26:39 main:574] : INFO : Epoch 1798 | loss: 0.0311403 | val_loss: 0.0311606 | Time: 1381.35 ms
[2022-02-07 17:26:40 main:574] : INFO : Epoch 1799 | loss: 0.0311404 | val_loss: 0.0311609 | Time: 1375.63 ms
[2022-02-07 17:26:42 main:574] : INFO : Epoch 1800 | loss: 0.0311474 | val_loss: 0.0311636 | Time: 1385.16 ms
[2022-02-07 17:26:43 main:574] : INFO : Epoch 1801 | loss: 0.0311465 | val_loss: 0.0311636 | Time: 1392.54 ms
[2022-02-07 17:26:45 main:574] : INFO : Epoch 1802 | loss: 0.0311433 | val_loss: 0.0311603 | Time: 1396.13 ms
[2022-02-07 17:26:46 main:574] : INFO : Epoch 1803 | loss: 0.0311434 | val_loss: 0.0311623 | Time: 1410.81 ms
[2022-02-07 17:26:48 main:574] : INFO : Epoch 1804 | loss: 0.0311432 | val_loss: 0.0311596 | Time: 1394.3 ms
[2022-02-07 17:26:49 main:574] : INFO : Epoch 1805 | loss: 0.0311433 | val_loss: 0.0311597 | Time: 1376.9 ms
[2022-02-07 17:26:51 main:574] : INFO : Epoch 1806 | loss: 0.0311422 | val_loss: 0.0311625 | Time: 1373.4 ms
[2022-02-07 17:26:52 main:574] : INFO : Epoch 1807 | loss: 0.0311417 | val_loss: 0.0311662 | Time: 1382.8 ms
[2022-02-07 17:26:54 main:574] : INFO : Epoch 1808 | loss: 0.031143 | val_loss: 0.0311594 | Time: 1398.05 ms
[2022-02-07 17:26:55 main:574] : INFO : Epoch 1809 | loss: 0.031144 | val_loss: 0.0311598 | Time: 1377.88 ms
[2022-02-07 17:26:57 main:574] : INFO : Epoch 1810 | loss: 0.0311444 | val_loss: 0.0311653 | Time: 1398.91 ms
[2022-02-07 17:26:58 main:574] : INFO : Epoch 1811 | loss: 0.0311437 | val_loss: 0.0311618 | Time: 1397.48 ms
[2022-02-07 17:27:00 main:574] : INFO : Epoch 1812 | loss: 0.0311445 | val_loss: 0.0311612 | Time: 1385.94 ms
[2022-02-07 17:27:01 main:574] : INFO : Epoch 1813 | loss: 0.0311421 | val_loss: 0.0311636 | Time: 1397.33 ms
[2022-02-07 17:27:03 main:574] : INFO : Epoch 1814 | loss: 0.0311428 | val_loss: 0.031161 | Time: 1393.96 ms
[2022-02-07 17:27:04 main:574] : INFO : Epoch 1815 | loss: 0.0311437 | val_loss: 0.0311622 | Time: 1390.04 ms
[2022-02-07 17:27:06 main:574] : INFO : Epoch 1816 | loss: 0.0311445 | val_loss: 0.0311635 | Time: 1390.78 ms
[2022-02-07 17:27:07 main:574] : INFO : Epoch 1817 | loss: 0.0311422 | val_loss: 0.0311636 | Time: 1387.94 ms
[2022-02-07 17:27:09 main:574] : INFO : Epoch 1818 | loss: 0.031142 | val_loss: 0.0311619 | Time: 1389.58 ms
[2022-02-07 17:27:10 main:574] : INFO : Epoch 1819 | loss: 0.0311419 | val_loss: 0.0311655 | Time: 1376.37 ms
[2022-02-07 17:27:12 main:574] : INFO : Epoch 1820 | loss: 0.0311406 | val_loss: 0.0311634 | Time: 1383.27 ms
[2022-02-07 17:27:13 main:574] : INFO : Epoch 1821 | loss: 0.0311406 | val_loss: 0.0311623 | Time: 1385.14 ms
[2022-02-07 17:27:15 main:574] : INFO : Epoch 1822 | loss: 0.0311456 | val_loss: 0.0311716 | Time: 1383.79 ms
[2022-02-07 17:27:17 main:574] : INFO : Epoch 1823 | loss: 0.0311489 | val_loss: 0.0311622 | Time: 1384.44 ms
[2022-02-07 17:27:18 main:574] : INFO : Epoch 1824 | loss: 0.0311515 | val_loss: 0.0311699 | Time: 1382.9 ms
[2022-02-07 17:27:20 main:574] : INFO : Epoch 1825 | loss: 0.0311531 | val_loss: 0.0311635 | Time: 1379.14 ms
[2022-02-07 17:27:21 main:574] : INFO : Epoch 1826 | loss: 0.0311473 | val_loss: 0.0311621 | Time: 1386.94 ms
[2022-02-07 17:27:23 main:574] : INFO : Epoch 1827 | loss: 0.0311464 | val_loss: 0.031161 | Time: 1384.8 ms
[2022-02-07 17:27:24 main:574] : INFO : Epoch 1828 | loss: 0.0311467 | val_loss: 0.0311669 | Time: 1376 ms
[2022-02-07 17:27:26 main:574] : INFO : Epoch 1829 | loss: 0.0311458 | val_loss: 0.0311621 | Time: 1388.45 ms
[2022-02-07 17:27:27 main:574] : INFO : Epoch 1830 | loss: 0.0311465 | val_loss: 0.0311607 | Time: 1382.99 ms
[2022-02-07 17:27:29 main:574] : INFO : Epoch 1831 | loss: 0.0311451 | val_loss: 0.0311668 | Time: 1374.26 ms
[2022-02-07 17:27:30 main:574] : INFO : Epoch 1832 | loss: 0.0311485 | val_loss: 0.0311644 | Time: 1408.09 ms
[2022-02-07 17:27:32 main:574] : INFO : Epoch 1833 | loss: 0.0311456 | val_loss: 0.0311766 | Time: 1376.44 ms
[2022-02-07 17:27:33 main:574] : INFO : Epoch 1834 | loss: 0.0311459 | val_loss: 0.0311609 | Time: 1392.99 ms
[2022-02-07 17:27:35 main:574] : INFO : Epoch 1835 | loss: 0.0311438 | val_loss: 0.0311629 | Time: 1383.47 ms
[2022-02-07 17:27:36 main:574] : INFO : Epoch 1836 | loss: 0.0311416 | val_loss: 0.0311614 | Time: 1381.35 ms
[2022-02-07 17:27:38 main:574] : INFO : Epoch 1837 | loss: 0.0311428 | val_loss: 0.0311607 | Time: 1395.39 ms
[2022-02-07 17:27:39 main:574] : INFO : Epoch 1838 | loss: 0.0311438 | val_loss: 0.0311649 | Time: 1389.75 ms
[2022-02-07 17:27:41 main:574] : INFO : Epoch 1839 | loss: 0.0311465 | val_loss: 0.0311606 | Time: 1378.82 ms
[2022-02-07 17:27:42 main:574] : INFO : Epoch 1840 | loss: 0.0311449 | val_loss: 0.0311585 | Time: 1395.22 ms
[2022-02-07 17:27:44 main:574] : INFO : Epoch 1841 | loss: 0.031144 | val_loss: 0.0311592 | Time: 1384.74 ms
[2022-02-07 17:27:45 main:574] : INFO : Epoch 1842 | loss: 0.0311441 | val_loss: 0.0311611 | Time: 1373.99 ms
[2022-02-07 17:27:47 main:574] : INFO : Epoch 1843 | loss: 0.0311427 | val_loss: 0.0311569 | Time: 1408.05 ms
[2022-02-07 17:27:49 main:574] : INFO : Epoch 1844 | loss: 0.0311425 | val_loss: 0.0311571 | Time: 1392.26 ms
[2022-02-07 17:27:50 main:574] : INFO : Epoch 1845 | loss: 0.0311427 | val_loss: 0.0311613 | Time: 1403.22 ms
[2022-02-07 17:27:52 main:574] : INFO : Epoch 1846 | loss: 0.031143 | val_loss: 0.0311589 | Time: 1379.95 ms
[2022-02-07 17:27:53 main:574] : INFO : Epoch 1847 | loss: 0.0311419 | val_loss: 0.0311622 | Time: 1383.53 ms
[2022-02-07 17:27:55 main:574] : INFO : Epoch 1848 | loss: 0.0311445 | val_loss: 0.0311621 | Time: 1386.97 ms
[2022-02-07 17:27:56 main:574] : INFO : Epoch 1849 | loss: 0.0311454 | val_loss: 0.0311631 | Time: 1393 ms
[2022-02-07 17:27:58 main:574] : INFO : Epoch 1850 | loss: 0.0311481 | val_loss: 0.0311588 | Time: 1381.81 ms
[2022-02-07 17:27:59 main:574] : INFO : Epoch 1851 | loss: 0.0311456 | val_loss: 0.0311652 | Time: 1386.66 ms
[2022-02-07 17:28:01 main:574] : INFO : Epoch 1852 | loss: 0.0311471 | val_loss: 0.031159 | Time: 1395.71 ms
[2022-02-07 17:28:02 main:574] : INFO : Epoch 1853 | loss: 0.0311526 | val_loss: 0.0311644 | Time: 1398.32 ms
[2022-02-07 17:28:04 main:574] : INFO : Epoch 1854 | loss: 0.0311655 | val_loss: 0.0311694 | Time: 1376.7 ms
[2022-02-07 17:28:05 main:574] : INFO : Epoch 1855 | loss: 0.0311652 | val_loss: 0.0311706 | Time: 1381.66 ms
[2022-02-07 17:28:07 main:574] : INFO : Epoch 1856 | loss: 0.0311645 | val_loss: 0.0311704 | Time: 1376.47 ms
[2022-02-07 17:28:08 main:574] : INFO : Epoch 1857 | loss: 0.0311649 | val_loss: 0.0311726 | Time: 1404.86 ms
[2022-02-07 17:28:10 main:574] : INFO : Epoch 1858 | loss: 0.0311639 | val_loss: 0.0311755 | Time: 1394.11 ms
[2022-02-07 17:28:12 main:574] : INFO : Epoch 1859 | loss: 0.0311646 | val_loss: 0.0311681 | Time: 1395.22 ms
[2022-02-07 17:28:13 main:574] : INFO : Epoch 1860 | loss: 0.0311631 | val_loss: 0.0311695 | Time: 1379.27 ms
[2022-02-07 17:28:15 main:574] : INFO : Epoch 1861 | loss: 0.0311609 | val_loss: 0.0311667 | Time: 1396.23 ms
[2022-02-07 17:28:16 main:574] : INFO : Epoch 1862 | loss: 0.0311636 | val_loss: 0.031172 | Time: 1382.21 ms
[2022-02-07 17:28:18 main:574] : INFO : Epoch 1863 | loss: 0.0311603 | val_loss: 0.0311672 | Time: 1390.32 ms
[2022-02-07 17:28:19 main:574] : INFO : Epoch 1864 | loss: 0.0311596 | val_loss: 0.0311738 | Time: 1393.38 ms
[2022-02-07 17:28:21 main:574] : INFO : Epoch 1865 | loss: 0.0311601 | val_loss: 0.0311665 | Time: 1379.92 ms
[2022-02-07 17:28:22 main:574] : INFO : Epoch 1866 | loss: 0.0311606 | val_loss: 0.0311738 | Time: 1384.67 ms
[2022-02-07 17:28:24 main:574] : INFO : Epoch 1867 | loss: 0.0311602 | val_loss: 0.031174 | Time: 1387.58 ms
[2022-02-07 17:28:25 main:574] : INFO : Epoch 1868 | loss: 0.031157 | val_loss: 0.0311695 | Time: 1374.04 ms
[2022-02-07 17:28:27 main:574] : INFO : Epoch 1869 | loss: 0.0311593 | val_loss: 0.0311729 | Time: 1367.93 ms
[2022-02-07 17:28:28 main:574] : INFO : Epoch 1870 | loss: 0.0311572 | val_loss: 0.0311679 | Time: 1382.87 ms
[2022-02-07 17:28:30 main:574] : INFO : Epoch 1871 | loss: 0.0311564 | val_loss: 0.03117 | Time: 1413.21 ms
[2022-02-07 17:28:31 main:574] : INFO : Epoch 1872 | loss: 0.0311554 | val_loss: 0.0311719 | Time: 1393.32 ms
[2022-02-07 17:28:33 main:574] : INFO : Epoch 1873 | loss: 0.0311573 | val_loss: 0.0311663 | Time: 1379.6 ms
[2022-02-07 17:28:34 main:574] : INFO : Epoch 1874 | loss: 0.0311555 | val_loss: 0.0311678 | Time: 1393.71 ms
[2022-02-07 17:28:36 main:574] : INFO : Epoch 1875 | loss: 0.0311548 | val_loss: 0.0311686 | Time: 1385.63 ms
[2022-02-07 17:28:37 main:574] : INFO : Epoch 1876 | loss: 0.0311546 | val_loss: 0.0311699 | Time: 1394.17 ms
[2022-02-07 17:28:39 main:574] : INFO : Epoch 1877 | loss: 0.0311554 | val_loss: 0.0311708 | Time: 1393.94 ms
[2022-02-07 17:28:41 main:574] : INFO : Epoch 1878 | loss: 0.0311593 | val_loss: 0.0311688 | Time: 1396.1 ms
[2022-02-07 17:28:42 main:574] : INFO : Epoch 1879 | loss: 0.0311569 | val_loss: 0.0311699 | Time: 1394.43 ms
[2022-02-07 17:28:44 main:574] : INFO : Epoch 1880 | loss: 0.0311534 | val_loss: 0.0311696 | Time: 1383.52 ms
[2022-02-07 17:28:45 main:574] : INFO : Epoch 1881 | loss: 0.0311541 | val_loss: 0.0311677 | Time: 1393.63 ms
[2022-02-07 17:28:47 main:574] : INFO : Epoch 1882 | loss: 0.0311544 | val_loss: 0.0311673 | Time: 1377.81 ms
[2022-02-07 17:28:48 main:574] : INFO : Epoch 1883 | loss: 0.0311556 | val_loss: 0.0311672 | Time: 1377.18 ms
[2022-02-07 17:28:50 main:574] : INFO : Epoch 1884 | loss: 0.0311531 | val_loss: 0.0311674 | Time: 1369.35 ms
[2022-02-07 17:28:51 main:574] : INFO : Epoch 1885 | loss: 0.0311536 | val_loss: 0.0311667 | Time: 1379.38 ms
[2022-02-07 17:28:53 main:574] : INFO : Epoch 1886 | loss: 0.0311532 | val_loss: 0.0311654 | Time: 1385.9 ms
[2022-02-07 17:28:54 main:574] : INFO : Epoch 1887 | loss: 0.0311526 | val_loss: 0.031171 | Time: 1372.28 ms
[2022-02-07 17:28:56 main:574] : INFO : Epoch 1888 | loss: 0.0311521 | val_loss: 0.0311685 | Time: 1377.28 ms
[2022-02-07 17:28:57 main:574] : INFO : Epoch 1889 | loss: 0.0311528 | val_loss: 0.0311736 | Time: 1392.34 ms
[2022-02-07 17:28:59 main:574] : INFO : Epoch 1890 | loss: 0.031156 | val_loss: 0.0311687 | Time: 1390.67 ms
[2022-02-07 17:29:00 main:574] : INFO : Epoch 1891 | loss: 0.031157 | val_loss: 0.0311696 | Time: 1407.12 ms
[2022-02-07 17:29:02 main:574] : INFO : Epoch 1892 | loss: 0.0311545 | val_loss: 0.0311692 | Time: 1393.05 ms
[2022-02-07 17:29:03 main:574] : INFO : Epoch 1893 | loss: 0.0311528 | val_loss: 0.0311653 | Time: 1378.87 ms
[2022-02-07 17:29:05 main:574] : INFO : Epoch 1894 | loss: 0.0311507 | val_loss: 0.0311672 | Time: 1386.22 ms
[2022-02-07 17:29:06 main:574] : INFO : Epoch 1895 | loss: 0.0311518 | val_loss: 0.031165 | Time: 1387.71 ms
[2022-02-07 17:29:08 main:574] : INFO : Epoch 1896 | loss: 0.0311514 | val_loss: 0.0311672 | Time: 1403.15 ms
[2022-02-07 17:29:09 main:574] : INFO : Epoch 1897 | loss: 0.031153 | val_loss: 0.0311641 | Time: 1392.22 ms
[2022-02-07 17:29:11 main:574] : INFO : Epoch 1898 | loss: 0.0311539 | val_loss: 0.0311711 | Time: 1376.42 ms
[2022-02-07 17:29:13 main:574] : INFO : Epoch 1899 | loss: 0.0311538 | val_loss: 0.0311661 | Time: 1378.14 ms
[2022-02-07 17:29:14 main:574] : INFO : Epoch 1900 | loss: 0.0311553 | val_loss: 0.0311667 | Time: 1407.88 ms
[2022-02-07 17:29:16 main:574] : INFO : Epoch 1901 | loss: 0.0311555 | val_loss: 0.0311654 | Time: 1369.45 ms
[2022-02-07 17:29:17 main:574] : INFO : Epoch 1902 | loss: 0.0311564 | val_loss: 0.0311699 | Time: 1389.58 ms
[2022-02-07 17:29:19 main:574] : INFO : Epoch 1903 | loss: 0.0311553 | val_loss: 0.0311603 | Time: 1382.61 ms
[2022-02-07 17:29:20 main:574] : INFO : Epoch 1904 | loss: 0.0311543 | val_loss: 0.0311605 | Time: 1381.39 ms
[2022-02-07 17:29:22 main:574] : INFO : Epoch 1905 | loss: 0.031154 | val_loss: 0.0311619 | Time: 1391.27 ms
[2022-02-07 17:29:23 main:574] : INFO : Epoch 1906 | loss: 0.031153 | val_loss: 0.0311621 | Time: 1383.86 ms
[2022-02-07 17:29:25 main:574] : INFO : Epoch 1907 | loss: 0.0311562 | val_loss: 0.0311659 | Time: 1369.2 ms
[2022-02-07 17:29:26 main:574] : INFO : Epoch 1908 | loss: 0.031152 | val_loss: 0.031162 | Time: 1378.4 ms
[2022-02-07 17:29:28 main:574] : INFO : Epoch 1909 | loss: 0.0311548 | val_loss: 0.0311746 | Time: 1396.81 ms
[2022-02-07 17:29:29 main:574] : INFO : Epoch 1910 | loss: 0.0311538 | val_loss: 0.0311638 | Time: 1388.68 ms
[2022-02-07 17:29:31 main:574] : INFO : Epoch 1911 | loss: 0.0311509 | val_loss: 0.0311648 | Time: 1393.72 ms
[2022-02-07 17:29:32 main:574] : INFO : Epoch 1912 | loss: 0.0311499 | val_loss: 0.0311641 | Time: 1394.75 ms
[2022-02-07 17:29:34 main:574] : INFO : Epoch 1913 | loss: 0.0311501 | val_loss: 0.0311631 | Time: 1396.58 ms
[2022-02-07 17:29:36 main:574] : INFO : Epoch 1914 | loss: 0.0311496 | val_loss: 0.0311623 | Time: 1383.6 ms
[2022-02-07 17:29:37 main:574] : INFO : Epoch 1915 | loss: 0.0311496 | val_loss: 0.0311656 | Time: 1392.57 ms
[2022-02-07 17:29:39 main:574] : INFO : Epoch 1916 | loss: 0.0311513 | val_loss: 0.0311614 | Time: 1393.54 ms
[2022-02-07 17:29:40 main:574] : INFO : Epoch 1917 | loss: 0.0311514 | val_loss: 0.0311656 | Time: 1383.48 ms
[2022-02-07 17:29:42 main:574] : INFO : Epoch 1918 | loss: 0.0311489 | val_loss: 0.0311627 | Time: 1384 ms
[2022-02-07 17:29:43 main:574] : INFO : Epoch 1919 | loss: 0.031148 | val_loss: 0.0311614 | Time: 1390.02 ms
[2022-02-07 17:29:45 main:574] : INFO : Epoch 1920 | loss: 0.0311502 | val_loss: 0.0311729 | Time: 1398.66 ms
[2022-02-07 17:29:46 main:574] : INFO : Epoch 1921 | loss: 0.0311518 | val_loss: 0.0311639 | Time: 1391.03 ms
[2022-02-07 17:29:48 main:574] : INFO : Epoch 1922 | loss: 0.0311488 | val_loss: 0.031165 | Time: 1382.4 ms
[2022-02-07 17:29:49 main:574] : INFO : Epoch 1923 | loss: 0.0311482 | val_loss: 0.0311627 | Time: 1387.28 ms
[2022-02-07 17:29:51 main:574] : INFO : Epoch 1924 | loss: 0.0311479 | val_loss: 0.0311673 | Time: 1376.99 ms
[2022-02-07 17:29:52 main:574] : INFO : Epoch 1925 | loss: 0.03115 | val_loss: 0.0311636 | Time: 1402.57 ms
[2022-02-07 17:29:54 main:574] : INFO : Epoch 1926 | loss: 0.031148 | val_loss: 0.0311634 | Time: 1379.7 ms
[2022-02-07 17:29:55 main:574] : INFO : Epoch 1927 | loss: 0.0311469 | val_loss: 0.0311645 | Time: 1397.23 ms
[2022-02-07 17:29:57 main:574] : INFO : Epoch 1928 | loss: 0.0311458 | val_loss: 0.0311656 | Time: 1379.09 ms
[2022-02-07 17:29:58 main:574] : INFO : Epoch 1929 | loss: 0.0311459 | val_loss: 0.0311701 | Time: 1385.88 ms
[2022-02-07 17:30:00 main:574] : INFO : Epoch 1930 | loss: 0.0311488 | val_loss: 0.0311719 | Time: 1393.94 ms
[2022-02-07 17:30:02 main:574] : INFO : Epoch 1931 | loss: 0.0311508 | val_loss: 0.0311643 | Time: 1405.22 ms
[2022-02-07 17:30:03 main:574] : INFO : Epoch 1932 | loss: 0.0311517 | val_loss: 0.0311737 | Time: 1391.22 ms
[2022-02-07 17:30:05 main:574] : INFO : Epoch 1933 | loss: 0.0311531 | val_loss: 0.0311628 | Time: 1382.37 ms
[2022-02-07 17:30:06 main:574] : INFO : Epoch 1934 | loss: 0.0311492 | val_loss: 0.0311663 | Time: 1401.34 ms
[2022-02-07 17:30:08 main:574] : INFO : Epoch 1935 | loss: 0.0311507 | val_loss: 0.0311645 | Time: 1369.02 ms
[2022-02-07 17:30:09 main:574] : INFO : Epoch 1936 | loss: 0.0311496 | val_loss: 0.0311638 | Time: 1407.34 ms
[2022-02-07 17:30:11 main:574] : INFO : Epoch 1937 | loss: 0.0311492 | val_loss: 0.0311635 | Time: 1390.51 ms
[2022-02-07 17:30:12 main:574] : INFO : Epoch 1938 | loss: 0.0311487 | val_loss: 0.0311622 | Time: 1399.49 ms
[2022-02-07 17:30:14 main:574] : INFO : Epoch 1939 | loss: 0.0311483 | val_loss: 0.0311675 | Time: 1384.64 ms
[2022-02-07 17:30:15 main:574] : INFO : Epoch 1940 | loss: 0.0311466 | val_loss: 0.0311645 | Time: 1418.42 ms
[2022-02-07 17:30:17 main:574] : INFO : Epoch 1941 | loss: 0.0311473 | val_loss: 0.0311619 | Time: 1383.74 ms
[2022-02-07 17:30:18 main:574] : INFO : Epoch 1942 | loss: 0.0311519 | val_loss: 0.0311642 | Time: 1390.51 ms
[2022-02-07 17:30:20 main:574] : INFO : Epoch 1943 | loss: 0.0311501 | val_loss: 0.0311638 | Time: 1381.96 ms
[2022-02-07 17:30:21 main:574] : INFO : Epoch 1944 | loss: 0.0311497 | val_loss: 0.0311608 | Time: 1381 ms
[2022-02-07 17:30:23 main:574] : INFO : Epoch 1945 | loss: 0.0311479 | val_loss: 0.0311614 | Time: 1390.26 ms
[2022-02-07 17:30:24 main:574] : INFO : Epoch 1946 | loss: 0.0311477 | val_loss: 0.0311615 | Time: 1380.65 ms
[2022-02-07 17:30:26 main:574] : INFO : Epoch 1947 | loss: 0.0311477 | val_loss: 0.0311626 | Time: 1361.68 ms
[2022-02-07 17:30:27 main:574] : INFO : Epoch 1948 | loss: 0.031147 | val_loss: 0.031163 | Time: 1384.22 ms
[2022-02-07 17:30:29 main:574] : INFO : Epoch 1949 | loss: 0.0311459 | val_loss: 0.0311619 | Time: 1390.05 ms
[2022-02-07 17:30:30 main:574] : INFO : Epoch 1950 | loss: 0.0311473 | val_loss: 0.0311617 | Time: 1391.79 ms
[2022-02-07 17:30:32 main:574] : INFO : Epoch 1951 | loss: 0.0311462 | val_loss: 0.0311614 | Time: 1383.65 ms
[2022-02-07 17:30:33 main:574] : INFO : Epoch 1952 | loss: 0.0311498 | val_loss: 0.0311673 | Time: 1379.07 ms
[2022-02-07 17:30:35 main:574] : INFO : Epoch 1953 | loss: 0.0311509 | val_loss: 0.0311676 | Time: 1384.28 ms
[2022-02-07 17:30:37 main:574] : INFO : Epoch 1954 | loss: 0.0311489 | val_loss: 0.0311679 | Time: 1386.97 ms
[2022-02-07 17:30:38 main:574] : INFO : Epoch 1955 | loss: 0.0311489 | val_loss: 0.0311637 | Time: 1382.14 ms
[2022-02-07 17:30:40 main:574] : INFO : Epoch 1956 | loss: 0.0311477 | val_loss: 0.0311626 | Time: 1392.91 ms
[2022-02-07 17:30:41 main:574] : INFO : Epoch 1957 | loss: 0.0311465 | val_loss: 0.0311658 | Time: 1381.47 ms
[2022-02-07 17:30:43 main:574] : INFO : Epoch 1958 | loss: 0.0311463 | val_loss: 0.031167 | Time: 1400.04 ms
[2022-02-07 17:30:44 main:574] : INFO : Epoch 1959 | loss: 0.0311467 | val_loss: 0.0311628 | Time: 1383.86 ms
[2022-02-07 17:30:46 main:574] : INFO : Epoch 1960 | loss: 0.0311465 | val_loss: 0.0311687 | Time: 1393.24 ms
[2022-02-07 17:30:47 main:574] : INFO : Epoch 1961 | loss: 0.0311486 | val_loss: 0.0311625 | Time: 1404.29 ms
[2022-02-07 17:30:49 main:574] : INFO : Epoch 1962 | loss: 0.0311468 | val_loss: 0.0311629 | Time: 1408.69 ms
[2022-02-07 17:30:50 main:574] : INFO : Epoch 1963 | loss: 0.0311477 | val_loss: 0.0311645 | Time: 1405.89 ms
[2022-02-07 17:30:52 main:574] : INFO : Epoch 1964 | loss: 0.0311474 | val_loss: 0.0311636 | Time: 1398.16 ms
[2022-02-07 17:30:53 main:574] : INFO : Epoch 1965 | loss: 0.0311475 | val_loss: 0.0311698 | Time: 1393.5 ms
[2022-02-07 17:30:55 main:574] : INFO : Epoch 1966 | loss: 0.0311582 | val_loss: 0.0312113 | Time: 1387.73 ms
[2022-02-07 17:30:56 main:574] : INFO : Epoch 1967 | loss: 0.0403099 | val_loss: 0.0340426 | Time: 1384.59 ms
[2022-02-07 17:30:58 main:574] : INFO : Epoch 1968 | loss: 0.0352838 | val_loss: 0.032146 | Time: 1390.53 ms
[2022-02-07 17:31:00 main:574] : INFO : Epoch 1969 | loss: 0.0317541 | val_loss: 0.0313713 | Time: 1564.94 ms
[2022-02-07 17:31:02 main:574] : INFO : Epoch 1970 | loss: 0.0313338 | val_loss: 0.0312735 | Time: 2124.96 ms
[2022-02-07 17:31:03 main:574] : INFO : Epoch 1971 | loss: 0.0312633 | val_loss: 0.031251 | Time: 1411.11 ms
[2022-02-07 17:31:05 main:574] : INFO : Epoch 1972 | loss: 0.0312471 | val_loss: 0.0312428 | Time: 1388.35 ms
[2022-02-07 17:31:06 main:574] : INFO : Epoch 1973 | loss: 0.0312421 | val_loss: 0.0312385 | Time: 1369.06 ms
[2022-02-07 17:31:08 main:574] : INFO : Epoch 1974 | loss: 0.0312386 | val_loss: 0.0312347 | Time: 1383.22 ms
[2022-02-07 17:31:09 main:574] : INFO : Epoch 1975 | loss: 0.0312338 | val_loss: 0.0312263 | Time: 1380.35 ms
[2022-02-07 17:31:11 main:574] : INFO : Epoch 1976 | loss: 0.0312209 | val_loss: 0.0312129 | Time: 1388.5 ms
[2022-02-07 17:31:12 main:574] : INFO : Epoch 1977 | loss: 0.0312137 | val_loss: 0.0312074 | Time: 1380.79 ms
[2022-02-07 17:31:14 main:574] : INFO : Epoch 1978 | loss: 0.03121 | val_loss: 0.0312193 | Time: 1384.17 ms
[2022-02-07 17:31:16 main:574] : INFO : Epoch 1979 | loss: 0.031211 | val_loss: 0.0312097 | Time: 1369.81 ms
[2022-02-07 17:31:17 main:574] : INFO : Epoch 1980 | loss: 0.0312053 | val_loss: 0.031199 | Time: 1383.84 ms
[2022-02-07 17:31:19 main:574] : INFO : Epoch 1981 | loss: 0.0312023 | val_loss: 0.0311978 | Time: 1374.05 ms
[2022-02-07 17:31:20 main:574] : INFO : Epoch 1982 | loss: 0.0312007 | val_loss: 0.0311975 | Time: 1378.19 ms
[2022-02-07 17:31:22 main:574] : INFO : Epoch 1983 | loss: 0.0311999 | val_loss: 0.0311956 | Time: 1377.19 ms
[2022-02-07 17:31:23 main:574] : INFO : Epoch 1984 | loss: 0.0311993 | val_loss: 0.0311947 | Time: 1373.82 ms
[2022-02-07 17:31:25 main:574] : INFO : Epoch 1985 | loss: 0.0312002 | val_loss: 0.0311953 | Time: 1357.63 ms
[2022-02-07 17:31:26 main:574] : INFO : Epoch 1986 | loss: 0.0312002 | val_loss: 0.0311971 | Time: 1374.5 ms
[2022-02-07 17:31:28 main:574] : INFO : Epoch 1987 | loss: 0.0311987 | val_loss: 0.031198 | Time: 1449.22 ms
[2022-02-07 17:31:29 main:574] : INFO : Epoch 1988 | loss: 0.0311988 | val_loss: 0.0311922 | Time: 1363.98 ms
[2022-02-07 17:31:31 main:574] : INFO : Epoch 1989 | loss: 0.0311948 | val_loss: 0.0311911 | Time: 1360.46 ms
[2022-02-07 17:31:32 main:574] : INFO : Epoch 1990 | loss: 0.0311967 | val_loss: 0.0311963 | Time: 1369.58 ms
[2022-02-07 17:31:34 main:574] : INFO : Epoch 1991 | loss: 0.0311961 | val_loss: 0.0311902 | Time: 1440.55 ms
[2022-02-07 17:31:35 main:574] : INFO : Epoch 1992 | loss: 0.0311974 | val_loss: 0.03119 | Time: 1372.67 ms
[2022-02-07 17:31:37 main:574] : INFO : Epoch 1993 | loss: 0.0312006 | val_loss: 0.0312048 | Time: 1377.44 ms
[2022-02-07 17:31:38 main:574] : INFO : Epoch 1994 | loss: 0.0311973 | val_loss: 0.0311889 | Time: 1386.1 ms
[2022-02-07 17:31:40 main:574] : INFO : Epoch 1995 | loss: 0.0311951 | val_loss: 0.0311886 | Time: 1365.37 ms
[2022-02-07 17:31:41 main:574] : INFO : Epoch 1996 | loss: 0.0311943 | val_loss: 0.0311953 | Time: 1383.1 ms
[2022-02-07 17:31:43 main:574] : INFO : Epoch 1997 | loss: 0.0311966 | val_loss: 0.0311876 | Time: 1374.06 ms
[2022-02-07 17:31:44 main:574] : INFO : Epoch 1998 | loss: 0.0311908 | val_loss: 0.0311872 | Time: 1366.15 ms
[2022-02-07 17:31:46 main:574] : INFO : Epoch 1999 | loss: 0.0311906 | val_loss: 0.0311867 | Time: 1360.32 ms
[2022-02-07 17:31:47 main:574] : INFO : Epoch 2000 | loss: 0.0311919 | val_loss: 0.0311961 | Time: 1373.44 ms
[2022-02-07 17:31:49 main:574] : INFO : Epoch 2001 | loss: 0.0312014 | val_loss: 0.0311917 | Time: 1374.59 ms
[2022-02-07 17:31:50 main:574] : INFO : Epoch 2002 | loss: 0.0311952 | val_loss: 0.0311888 | Time: 1373.14 ms
[2022-02-07 17:31:52 main:574] : INFO : Epoch 2003 | loss: 0.0311897 | val_loss: 0.0311925 | Time: 1363.92 ms
[2022-02-07 17:31:53 main:574] : INFO : Epoch 2004 | loss: 0.0311988 | val_loss: 0.0311887 | Time: 1377.12 ms
[2022-02-07 17:31:55 main:574] : INFO : Epoch 2005 | loss: 0.03119 | val_loss: 0.0311855 | Time: 1393.98 ms
[2022-02-07 17:31:56 main:574] : INFO : Epoch 2006 | loss: 0.0311929 | val_loss: 0.0311933 | Time: 1359.87 ms
[2022-02-07 17:31:58 main:574] : INFO : Epoch 2007 | loss: 0.0311941 | val_loss: 0.0312081 | Time: 1369.69 ms
[2022-02-07 17:31:59 main:574] : INFO : Epoch 2008 | loss: 0.0311905 | val_loss: 0.0311854 | Time: 1377.39 ms
[2022-02-07 17:32:01 main:574] : INFO : Epoch 2009 | loss: 0.0311917 | val_loss: 0.0311873 | Time: 1402.96 ms
[2022-02-07 17:32:02 main:574] : INFO : Epoch 2010 | loss: 0.0311875 | val_loss: 0.0311854 | Time: 1404.84 ms
[2022-02-07 17:32:04 main:574] : INFO : Epoch 2011 | loss: 0.031187 | val_loss: 0.0311845 | Time: 1373.24 ms
[2022-02-07 17:32:05 main:574] : INFO : Epoch 2012 | loss: 0.0311875 | val_loss: 0.0311959 | Time: 1370.29 ms
[2022-02-07 17:32:07 main:574] : INFO : Epoch 2013 | loss: 0.0311988 | val_loss: 0.0311884 | Time: 1374.62 ms
[2022-02-07 17:32:08 main:574] : INFO : Epoch 2014 | loss: 0.0311935 | val_loss: 0.0311851 | Time: 1367.5 ms
[2022-02-07 17:32:10 main:574] : INFO : Epoch 2015 | loss: 0.0311884 | val_loss: 0.0311862 | Time: 1377.05 ms
[2022-02-07 17:32:11 main:574] : INFO : Epoch 2016 | loss: 0.0311867 | val_loss: 0.0311854 | Time: 1418.34 ms
[2022-02-07 17:32:13 main:574] : INFO : Epoch 2017 | loss: 0.0311883 | val_loss: 0.0311834 | Time: 1385.84 ms
[2022-02-07 17:32:15 main:574] : INFO : Epoch 2018 | loss: 0.0311886 | val_loss: 0.0311848 | Time: 1381.94 ms
[2022-02-07 17:32:16 main:574] : INFO : Epoch 2019 | loss: 0.0311898 | val_loss: 0.0311837 | Time: 1371.74 ms
[2022-02-07 17:32:18 main:574] : INFO : Epoch 2020 | loss: 0.0311874 | val_loss: 0.0311825 | Time: 1370.18 ms
[2022-02-07 17:32:19 main:574] : INFO : Epoch 2021 | loss: 0.0311889 | val_loss: 0.0311825 | Time: 1363.14 ms
[2022-02-07 17:32:21 main:574] : INFO : Epoch 2022 | loss: 0.0311894 | val_loss: 0.0311834 | Time: 1374.18 ms
[2022-02-07 17:32:22 main:574] : INFO : Epoch 2023 | loss: 0.0311857 | val_loss: 0.0311828 | Time: 1384.84 ms
[2022-02-07 17:32:24 main:574] : INFO : Epoch 2024 | loss: 0.0311853 | val_loss: 0.0311814 | Time: 1368.96 ms
[2022-02-07 17:32:25 main:574] : INFO : Epoch 2025 | loss: 0.0311808 | val_loss: 0.0311884 | Time: 1371.48 ms
[2022-02-07 17:32:27 main:574] : INFO : Epoch 2026 | loss: 0.0311859 | val_loss: 0.0311875 | Time: 1374.04 ms
[2022-02-07 17:32:28 main:574] : INFO : Epoch 2027 | loss: 0.0311791 | val_loss: 0.0311791 | Time: 1376.72 ms
[2022-02-07 17:32:30 main:574] : INFO : Epoch 2028 | loss: 0.0311894 | val_loss: 0.0312438 | Time: 1364.73 ms
[2022-02-07 17:32:31 main:574] : INFO : Epoch 2029 | loss: 0.0311923 | val_loss: 0.0312032 | Time: 1390.17 ms
[2022-02-07 17:32:33 main:574] : INFO : Epoch 2030 | loss: 0.03119 | val_loss: 0.0311798 | Time: 1379.61 ms
[2022-02-07 17:32:34 main:574] : INFO : Epoch 2031 | loss: 0.0311811 | val_loss: 0.0311773 | Time: 1376.83 ms
[2022-02-07 17:32:36 main:574] : INFO : Epoch 2032 | loss: 0.0311812 | val_loss: 0.0311833 | Time: 1367.51 ms
[2022-02-07 17:32:37 main:574] : INFO : Epoch 2033 | loss: 0.0311839 | val_loss: 0.0311801 | Time: 1359.12 ms
[2022-02-07 17:32:39 main:574] : INFO : Epoch 2034 | loss: 0.0311869 | val_loss: 0.0311993 | Time: 1374.18 ms
[2022-02-07 17:32:40 main:574] : INFO : Epoch 2035 | loss: 0.031188 | val_loss: 0.0311755 | Time: 1377.11 ms
[2022-02-07 17:32:42 main:574] : INFO : Epoch 2036 | loss: 0.0311889 | val_loss: 0.0311758 | Time: 1375.55 ms
[2022-02-07 17:32:43 main:574] : INFO : Epoch 2037 | loss: 0.0311832 | val_loss: 0.0311921 | Time: 1375.14 ms
[2022-02-07 17:32:45 main:574] : INFO : Epoch 2038 | loss: 0.0311811 | val_loss: 0.0311749 | Time: 1362.22 ms
[2022-02-07 17:32:46 main:574] : INFO : Epoch 2039 | loss: 0.0311874 | val_loss: 0.0311764 | Time: 1361.23 ms
[2022-02-07 17:32:48 main:574] : INFO : Epoch 2040 | loss: 0.0311772 | val_loss: 0.0311873 | Time: 1372.84 ms
[2022-02-07 17:32:49 main:574] : INFO : Epoch 2041 | loss: 0.0311844 | val_loss: 0.0311801 | Time: 1377.53 ms
[2022-02-07 17:32:51 main:574] : INFO : Epoch 2042 | loss: 0.0311742 | val_loss: 0.0311761 | Time: 1381.83 ms
[2022-02-07 17:32:52 main:574] : INFO : Epoch 2043 | loss: 0.0311735 | val_loss: 0.0311734 | Time: 1372.41 ms
[2022-02-07 17:32:54 main:574] : INFO : Epoch 2044 | loss: 0.0311715 | val_loss: 0.0311742 | Time: 1368.91 ms
[2022-02-07 17:32:55 main:574] : INFO : Epoch 2045 | loss: 0.0311811 | val_loss: 0.0311801 | Time: 1375.12 ms
[2022-02-07 17:32:57 main:574] : INFO : Epoch 2046 | loss: 0.0311755 | val_loss: 0.0311766 | Time: 1382.35 ms
[2022-02-07 17:32:58 main:574] : INFO : Epoch 2047 | loss: 0.0311726 | val_loss: 0.0311735 | Time: 1382.04 ms
[2022-02-07 17:33:00 main:574] : INFO : Epoch 2048 | loss: 0.0311781 | val_loss: 0.0311825 | Time: 1389.31 ms
[2022-02-07 17:33:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311825
[2022-02-07 17:33:00 main:603] : INFO : Saving end state to config to file
[2022-02-07 17:33:00 main:608] : INFO : Success, exiting..
17:33:00 (24396): 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)