Task 13853478
| Name | ParityModified-1647049239-29689-2-0_0 |
| Workunit | 10932751 |
| Created | 27 Mar 2022, 14:25:04 UTC |
| Sent | 1 Apr 2022, 7:12:51 UTC |
| Report deadline | 9 Apr 2022, 7:12:51 UTC |
| Received | 2 Apr 2022, 15:45:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19105 |
| Run time | 48 min 52 sec |
| CPU time | 48 min 33 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,157.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.38 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> Epoch 1542 | loss: 0.0311462 | val_loss: 0.0311699 | Time: 1312.36 ms [2022-04-01 12:34:41 main:574] : INFO : Epoch 1543 | loss: 0.0311469 | val_loss: 0.0311675 | Time: 1430.1 ms [2022-04-01 12:34:42 main:574] : INFO : Epoch 1544 | loss: 0.0311459 | val_loss: 0.031174 | Time: 1340.3 ms [2022-04-01 12:34:44 main:574] : INFO : Epoch 1545 | loss: 0.0311474 | val_loss: 0.0311693 | Time: 1337.89 ms [2022-04-01 12:34:45 main:574] : INFO : Epoch 1546 | loss: 0.0311473 | val_loss: 0.031169 | Time: 1311.84 ms [2022-04-01 12:34:46 main:574] : INFO : Epoch 1547 | loss: 0.031144 | val_loss: 0.0311675 | Time: 1357.81 ms [2022-04-01 12:34:48 main:574] : INFO : Epoch 1548 | loss: 0.0311438 | val_loss: 0.0311671 | Time: 1317.15 ms [2022-04-01 12:34:49 main:574] : INFO : Epoch 1549 | loss: 0.0311441 | val_loss: 0.0311654 | Time: 1443.21 ms [2022-04-01 12:34:50 main:574] : INFO : Epoch 1550 | loss: 0.0311464 | val_loss: 0.031169 | Time: 1376.62 ms [2022-04-01 12:34:52 main:574] : INFO : Epoch 1551 | loss: 0.0311492 | val_loss: 0.0311707 | Time: 1379.74 ms [2022-04-01 12:34:53 main:574] : INFO : Epoch 1552 | loss: 0.0311448 | val_loss: 0.031167 | Time: 1339.52 ms [2022-04-01 12:34:54 main:574] : INFO : Epoch 1553 | loss: 0.0311438 | val_loss: 0.0311727 | Time: 1335.37 ms [2022-04-01 12:34:56 main:574] : INFO : Epoch 1554 | loss: 0.0311475 | val_loss: 0.0311721 | Time: 1378.72 ms [2022-04-01 12:34:57 main:574] : INFO : Epoch 1555 | loss: 0.0311484 | val_loss: 0.0311703 | Time: 1332.7 ms [2022-04-01 12:34:58 main:574] : INFO : Epoch 1556 | loss: 0.0311452 | val_loss: 0.0311652 | Time: 1328.81 ms [2022-04-01 12:35:00 main:574] : INFO : Epoch 1557 | loss: 0.0311447 | val_loss: 0.0311728 | Time: 1435.63 ms [2022-04-01 12:35:01 main:574] : INFO : Epoch 1558 | loss: 0.0311441 | val_loss: 0.0311665 | Time: 1310.86 ms [2022-04-01 12:35:03 main:574] : INFO : Epoch 1559 | loss: 0.0311414 | val_loss: 0.0311677 | Time: 1364.91 ms [2022-04-01 12:35:04 main:574] : INFO : Epoch 1560 | loss: 0.0311416 | val_loss: 0.0311659 | Time: 1320.19 ms [2022-04-01 12:35:05 main:574] : INFO : Epoch 1561 | loss: 0.0311435 | val_loss: 0.0311722 | Time: 1325.29 ms [2022-04-01 12:35:07 main:574] : INFO : Epoch 1562 | loss: 0.0311421 | val_loss: 0.0311713 | Time: 1329.4 ms [2022-04-01 12:35:08 main:574] : INFO : Epoch 1563 | loss: 0.0311443 | val_loss: 0.031167 | Time: 1363.01 ms [2022-04-01 12:35:09 main:574] : INFO : Epoch 1564 | loss: 0.0311451 | val_loss: 0.0311688 | Time: 1393.98 ms [2022-04-01 12:35:11 main:574] : INFO : Epoch 1565 | loss: 0.0311464 | val_loss: 0.0311687 | Time: 1346.94 ms [2022-04-01 12:35:12 main:574] : INFO : Epoch 1566 | loss: 0.0311434 | val_loss: 0.0311704 | Time: 1339.01 ms [2022-04-01 12:35:13 main:574] : INFO : Epoch 1567 | loss: 0.0311442 | val_loss: 0.0311693 | Time: 1333.25 ms [2022-04-01 12:35:15 main:574] : INFO : Epoch 1568 | loss: 0.0311437 | val_loss: 0.0311757 | Time: 1354.87 ms [2022-04-01 12:35:16 main:574] : INFO : Epoch 1569 | loss: 0.0311423 | val_loss: 0.0311706 | Time: 1401.26 ms [2022-04-01 12:35:18 main:574] : INFO : Epoch 1570 | loss: 0.0311441 | val_loss: 0.0311699 | Time: 1357.64 ms [2022-04-01 12:35:19 main:574] : INFO : Epoch 1571 | loss: 0.0311464 | val_loss: 0.0311709 | Time: 1359.73 ms [2022-04-01 12:35:20 main:574] : INFO : Epoch 1572 | loss: 0.0311435 | val_loss: 0.0311663 | Time: 1463.5 ms [2022-04-01 12:35:22 main:574] : INFO : Epoch 1573 | loss: 0.0311414 | val_loss: 0.031168 | Time: 1580.29 ms [2022-04-01 12:35:23 main:574] : INFO : Epoch 1574 | loss: 0.0311402 | val_loss: 0.0311676 | Time: 1423.06 ms [2022-04-01 12:35:25 main:574] : INFO : Epoch 1575 | loss: 0.0311418 | val_loss: 0.031173 | Time: 1393.95 ms [2022-04-01 12:35:26 main:574] : INFO : Epoch 1576 | loss: 0.0311423 | val_loss: 0.0311732 | Time: 1381.93 ms [2022-04-01 12:35:27 main:574] : INFO : Epoch 1577 | loss: 0.0311403 | val_loss: 0.0311707 | Time: 1327.72 ms [2022-04-01 12:35:29 main:574] : INFO : Epoch 1578 | loss: 0.0311429 | val_loss: 0.0311737 | Time: 1303.13 ms [2022-04-01 12:35:30 main:574] : INFO : Epoch 1579 | loss: 0.0311472 | val_loss: 0.0311763 | Time: 1280.6 ms [2022-04-01 12:35:31 main:574] : INFO : Epoch 1580 | loss: 0.0311484 | val_loss: 0.0311724 | Time: 1293.51 ms [2022-04-01 12:35:33 main:574] : INFO : Epoch 1581 | loss: 0.0311443 | val_loss: 0.0311674 | Time: 1308.31 ms [2022-04-01 12:35:34 main:574] : INFO : Epoch 1582 | loss: 0.0311415 | val_loss: 0.0311731 | Time: 1356.39 ms [2022-04-01 12:35:35 main:574] : INFO : Epoch 1583 | loss: 0.0311398 | val_loss: 0.0311744 | Time: 1372.18 ms [2022-04-01 12:35:37 main:574] : INFO : Epoch 1584 | loss: 0.0311405 | val_loss: 0.0311738 | Time: 1355.03 ms [2022-04-01 12:35:38 main:574] : INFO : Epoch 1585 | loss: 0.0311418 | val_loss: 0.0311697 | Time: 1325.23 ms [2022-04-01 12:35:39 main:574] : INFO : Epoch 1586 | loss: 0.0311432 | val_loss: 0.0311718 | Time: 1334.27 ms [2022-04-01 12:35:41 main:574] : INFO : Epoch 1587 | loss: 0.0311419 | val_loss: 0.0311705 | Time: 1314.12 ms [2022-04-01 12:35:42 main:574] : INFO : Epoch 1588 | loss: 0.0311397 | val_loss: 0.0311673 | Time: 1310.25 ms [2022-04-01 12:35:43 main:574] : INFO : Epoch 1589 | loss: 0.0311404 | val_loss: 0.03117 | Time: 1355.16 ms [2022-04-01 12:35:45 main:574] : INFO : Epoch 1590 | loss: 0.0311433 | val_loss: 0.0311684 | Time: 1365.17 ms [2022-04-01 12:35:46 main:574] : INFO : Epoch 1591 | loss: 0.0311407 | val_loss: 0.0311686 | Time: 1273.12 ms [2022-04-01 12:35:47 main:574] : INFO : Epoch 1592 | loss: 0.0311397 | val_loss: 0.0311661 | Time: 1301.81 ms [2022-04-01 12:35:49 main:574] : INFO : Epoch 1593 | loss: 0.0311402 | val_loss: 0.0311694 | Time: 1385.62 ms [2022-04-01 12:35:50 main:574] : INFO : Epoch 1594 | loss: 0.0311414 | val_loss: 0.031169 | Time: 1377.39 ms [2022-04-01 12:35:52 main:574] : INFO : Epoch 1595 | loss: 0.0311405 | val_loss: 0.0311689 | Time: 1374.26 ms [2022-04-01 12:35:53 main:574] : INFO : Epoch 1596 | loss: 0.0311395 | val_loss: 0.0311678 | Time: 1336.95 ms [2022-04-01 12:35:54 main:574] : INFO : Epoch 1597 | loss: 0.0311385 | val_loss: 0.0311727 | Time: 1399.51 ms [2022-04-01 12:35:56 main:574] : INFO : Epoch 1598 | loss: 0.0311375 | val_loss: 0.0311786 | Time: 1359.79 ms [2022-04-01 12:35:57 main:574] : INFO : Epoch 1599 | loss: 0.0311389 | val_loss: 0.0311684 | Time: 1326 ms [2022-04-01 12:35:58 main:574] : INFO : Epoch 1600 | loss: 0.0311485 | val_loss: 0.0311678 | Time: 1332.66 ms [2022-04-01 12:36:00 main:574] : INFO : Epoch 1601 | loss: 0.0311507 | val_loss: 0.0311648 | Time: 1307.99 ms [2022-04-01 12:36:01 main:574] : INFO : Epoch 1602 | loss: 0.0311507 | val_loss: 0.031169 | Time: 1348.62 ms [2022-04-01 12:36:02 main:574] : INFO : Epoch 1603 | loss: 0.0311495 | val_loss: 0.0311639 | Time: 1334.66 ms [2022-04-01 12:36:04 main:574] : INFO : Epoch 1604 | loss: 0.0311473 | val_loss: 0.0311657 | Time: 1336.36 ms [2022-04-01 12:36:05 main:574] : INFO : Epoch 1605 | loss: 0.0311469 | val_loss: 0.0311646 | Time: 1313.57 ms [2022-04-01 12:36:06 main:574] : INFO : Epoch 1606 | loss: 0.0311452 | val_loss: 0.0311628 | Time: 1370.74 ms [2022-04-01 12:36:08 main:574] : INFO : Epoch 1607 | loss: 0.0311447 | val_loss: 0.0311665 | Time: 1352.08 ms [2022-04-01 12:36:09 main:574] : INFO : Epoch 1608 | loss: 0.0311446 | val_loss: 0.0311661 | Time: 1309.25 ms [2022-04-01 12:36:10 main:574] : INFO : Epoch 1609 | loss: 0.0311454 | val_loss: 0.0311671 | Time: 1326.32 ms [2022-04-01 12:36:12 main:574] : INFO : Epoch 1610 | loss: 0.031148 | val_loss: 0.0311681 | Time: 1394.35 ms [2022-04-01 12:36:13 main:574] : INFO : Epoch 1611 | loss: 0.0311476 | val_loss: 0.0311702 | Time: 1371.87 ms [2022-04-01 12:36:14 main:574] : INFO : Epoch 1612 | loss: 0.0311488 | val_loss: 0.0311698 | Time: 1332.1 ms [2022-04-01 12:36:16 main:574] : INFO : Epoch 1613 | loss: 0.0311461 | val_loss: 0.0311692 | Time: 1333.13 ms [2022-04-01 12:36:17 main:574] : INFO : Epoch 1614 | loss: 0.0311445 | val_loss: 0.0311721 | Time: 1306.98 ms [2022-04-01 12:36:18 main:574] : INFO : Epoch 1615 | loss: 0.0311458 | val_loss: 0.0311682 | Time: 1291.75 ms [2022-04-01 12:36:20 main:574] : INFO : Epoch 1616 | loss: 0.0311454 | val_loss: 0.031172 | Time: 1334.07 ms [2022-04-01 12:36:21 main:574] : INFO : Epoch 1617 | loss: 0.0311451 | val_loss: 0.0311679 | Time: 1446.23 ms [2022-04-01 12:36:23 main:574] : INFO : Epoch 1618 | loss: 0.0311457 | val_loss: 0.0311693 | Time: 1544.09 ms [2022-04-01 12:36:24 main:574] : INFO : Epoch 1619 | loss: 0.0311451 | val_loss: 0.0311693 | Time: 1579.06 ms [2022-04-01 12:36:26 main:574] : INFO : Epoch 1620 | loss: 0.0311424 | val_loss: 0.0311693 | Time: 1441.26 ms [2022-04-01 12:36:27 main:574] : INFO : Epoch 1621 | loss: 0.0311432 | val_loss: 0.031171 | Time: 1402.71 ms [2022-04-01 12:36:29 main:574] : INFO : Epoch 1622 | loss: 0.0311435 | val_loss: 0.0311675 | Time: 1383.65 ms [2022-04-01 12:36:30 main:574] : INFO : Epoch 1623 | loss: 0.0311419 | val_loss: 0.0311692 | Time: 1389.96 ms [2022-04-01 12:36:31 main:574] : INFO : Epoch 1624 | loss: 0.03114 | val_loss: 0.0311758 | Time: 1387.89 ms [2022-04-01 12:36:33 main:574] : INFO : Epoch 1625 | loss: 0.0311397 | val_loss: 0.0311693 | Time: 1331.57 ms [2022-04-01 12:36:34 main:574] : INFO : Epoch 1626 | loss: 0.0311384 | val_loss: 0.0311694 | Time: 1359.68 ms [2022-04-01 12:36:35 main:574] : INFO : Epoch 1627 | loss: 0.0311375 | val_loss: 0.0311693 | Time: 1331.9 ms [2022-04-01 12:36:37 main:574] : INFO : Epoch 1628 | loss: 0.0311401 | val_loss: 0.0311694 | Time: 1315.3 ms [2022-04-01 12:36:38 main:574] : INFO : Epoch 1629 | loss: 0.0311395 | val_loss: 0.0311663 | Time: 1352.08 ms [2022-04-01 12:36:39 main:574] : INFO : Epoch 1630 | loss: 0.0311385 | val_loss: 0.0311669 | Time: 1405.4 ms [2022-04-01 12:36:41 main:574] : INFO : Epoch 1631 | loss: 0.0311401 | val_loss: 0.0311689 | Time: 1318.7 ms [2022-04-01 12:36:42 main:574] : INFO : Epoch 1632 | loss: 0.0311409 | val_loss: 0.0311695 | Time: 1336.42 ms [2022-04-01 12:36:43 main:574] : INFO : Epoch 1633 | loss: 0.0311419 | val_loss: 0.0311717 | Time: 1296.75 ms [2022-04-01 12:36:45 main:574] : INFO : Epoch 1634 | loss: 0.0311411 | val_loss: 0.0311717 | Time: 1376.47 ms [2022-04-01 12:36:46 main:574] : INFO : Epoch 1635 | loss: 0.0311419 | val_loss: 0.031169 | Time: 1338.89 ms [2022-04-01 12:36:47 main:574] : INFO : Epoch 1636 | loss: 0.0311431 | val_loss: 0.0311694 | Time: 1364.19 ms [2022-04-01 12:36:49 main:574] : INFO : Epoch 1637 | loss: 0.0311417 | val_loss: 0.0311706 | Time: 1391.73 ms [2022-04-01 12:36:50 main:574] : INFO : Epoch 1638 | loss: 0.0311412 | val_loss: 0.0311745 | Time: 1339.71 ms [2022-04-01 12:36:52 main:574] : INFO : Epoch 1639 | loss: 0.0311438 | val_loss: 0.0311682 | Time: 1353.21 ms [2022-04-01 12:36:53 main:574] : INFO : Epoch 1640 | loss: 0.0311405 | val_loss: 0.0311689 | Time: 1427.7 ms [2022-04-01 12:36:54 main:574] : INFO : Epoch 1641 | loss: 0.0311385 | val_loss: 0.031171 | Time: 1327.8 ms [2022-04-01 12:36:56 main:574] : INFO : Epoch 1642 | loss: 0.0311402 | val_loss: 0.0311673 | Time: 1328.84 ms [2022-04-01 12:36:57 main:574] : INFO : Epoch 1643 | loss: 0.0311408 | val_loss: 0.0311714 | Time: 1413.74 ms [2022-04-01 12:36:58 main:574] : INFO : Epoch 1644 | loss: 0.0311422 | val_loss: 0.0311646 | Time: 1335.58 ms [2022-04-01 12:37:00 main:574] : INFO : Epoch 1645 | loss: 0.0311414 | val_loss: 0.0311696 | Time: 1351.97 ms [2022-04-01 12:37:01 main:574] : INFO : Epoch 1646 | loss: 0.0311401 | val_loss: 0.03117 | Time: 1315.44 ms [2022-04-01 12:37:02 main:574] : INFO : Epoch 1647 | loss: 0.031142 | val_loss: 0.0311723 | Time: 1359.85 ms [2022-04-01 12:37:04 main:574] : INFO : Epoch 1648 | loss: 0.0311413 | val_loss: 0.031174 | Time: 1334.62 ms [2022-04-01 12:37:05 main:574] : INFO : Epoch 1649 | loss: 0.0311439 | val_loss: 0.0311679 | Time: 1356.4 ms [2022-04-01 12:37:07 main:574] : INFO : Epoch 1650 | loss: 0.0311433 | val_loss: 0.0311647 | Time: 1404.72 ms [2022-04-01 12:37:08 main:574] : INFO : Epoch 1651 | loss: 0.0311425 | val_loss: 0.0311657 | Time: 1329.62 ms [2022-04-01 12:37:09 main:574] : INFO : Epoch 1652 | loss: 0.0311421 | val_loss: 0.0311694 | Time: 1349.36 ms [2022-04-01 12:37:11 main:574] : INFO : Epoch 1653 | loss: 0.0311416 | val_loss: 0.0311743 | Time: 1317.79 ms [2022-04-01 12:37:12 main:574] : INFO : Epoch 1654 | loss: 0.0311441 | val_loss: 0.0311672 | Time: 1316.46 ms [2022-04-01 12:37:13 main:574] : INFO : Epoch 1655 | loss: 0.0311412 | val_loss: 0.0311672 | Time: 1342.61 ms [2022-04-01 12:37:15 main:574] : INFO : Epoch 1656 | loss: 0.0311387 | val_loss: 0.0311662 | Time: 1377.46 ms [2022-04-01 12:37:16 main:574] : INFO : Epoch 1657 | loss: 0.0311379 | val_loss: 0.0311686 | Time: 1382.61 ms [2022-04-01 12:37:17 main:574] : INFO : Epoch 1658 | loss: 0.0311391 | val_loss: 0.0311672 | Time: 1329.45 ms [2022-04-01 12:37:19 main:574] : INFO : Epoch 1659 | loss: 0.0311376 | val_loss: 0.0311672 | Time: 1336.31 ms [2022-04-01 12:37:20 main:574] : INFO : Epoch 1660 | loss: 0.0311364 | val_loss: 0.0311702 | Time: 1328.36 ms [2022-04-01 12:37:21 main:574] : INFO : Epoch 1661 | loss: 0.0311369 | val_loss: 0.0311673 | Time: 1298.13 ms [2022-04-01 12:37:23 main:574] : INFO : Epoch 1662 | loss: 0.0311388 | val_loss: 0.0311729 | Time: 1341.86 ms [2022-04-01 12:37:24 main:574] : INFO : Epoch 1663 | loss: 0.0311395 | val_loss: 0.0311713 | Time: 1517.74 ms [2022-04-01 12:37:26 main:574] : INFO : Epoch 1664 | loss: 0.0311376 | val_loss: 0.0311694 | Time: 1610.59 ms [2022-04-01 12:37:27 main:574] : INFO : Epoch 1665 | loss: 0.0311404 | val_loss: 0.0311747 | Time: 1464.57 ms [2022-04-01 12:37:29 main:574] : INFO : Epoch 1666 | loss: 0.0311498 | val_loss: 0.0311736 | Time: 1395.98 ms [2022-04-01 12:37:30 main:574] : INFO : Epoch 1667 | loss: 0.0311545 | val_loss: 0.0311713 | Time: 1351.79 ms [2022-04-01 12:37:31 main:574] : INFO : Epoch 1668 | loss: 0.0311506 | val_loss: 0.0311711 | Time: 1369.08 ms [2022-04-01 12:37:33 main:574] : INFO : Epoch 1669 | loss: 0.0311504 | val_loss: 0.0311728 | Time: 1379.61 ms [2022-04-01 12:37:34 main:574] : INFO : Epoch 1670 | loss: 0.0311487 | val_loss: 0.0311725 | Time: 1356.71 ms [2022-04-01 12:37:36 main:574] : INFO : Epoch 1671 | loss: 0.0311479 | val_loss: 0.0311703 | Time: 1369.53 ms [2022-04-01 12:37:37 main:574] : INFO : Epoch 1672 | loss: 0.0311498 | val_loss: 0.0311685 | Time: 1310.3 ms [2022-04-01 12:37:38 main:574] : INFO : Epoch 1673 | loss: 0.0311489 | val_loss: 0.0311669 | Time: 1348.19 ms [2022-04-01 12:37:40 main:574] : INFO : Epoch 1674 | loss: 0.0311457 | val_loss: 0.0311672 | Time: 1328.74 ms [2022-04-01 12:37:41 main:574] : INFO : Epoch 1675 | loss: 0.031145 | val_loss: 0.0311693 | Time: 1320.53 ms [2022-04-01 12:37:42 main:574] : INFO : Epoch 1676 | loss: 0.031147 | val_loss: 0.0311677 | Time: 1396.03 ms [2022-04-01 12:37:44 main:574] : INFO : Epoch 1677 | loss: 0.0311441 | val_loss: 0.0311691 | Time: 1382.12 ms [2022-04-01 12:37:45 main:574] : INFO : Epoch 1678 | loss: 0.0311437 | val_loss: 0.0311684 | Time: 1328.81 ms [2022-04-01 12:37:46 main:574] : INFO : Epoch 1679 | loss: 0.0311432 | val_loss: 0.031175 | Time: 1338.64 ms [2022-04-01 12:37:48 main:574] : INFO : Epoch 1680 | loss: 0.0311424 | val_loss: 0.031171 | Time: 1305.48 ms [2022-04-01 12:37:49 main:574] : INFO : Epoch 1681 | loss: 0.0311426 | val_loss: 0.0311712 | Time: 1307.27 ms [2022-04-01 12:37:50 main:574] : INFO : Epoch 1682 | loss: 0.0311447 | val_loss: 0.0311686 | Time: 1308.19 ms [2022-04-01 12:37:52 main:574] : INFO : Epoch 1683 | loss: 0.0311439 | val_loss: 0.0311659 | Time: 1420.8 ms [2022-04-01 12:37:53 main:574] : INFO : Epoch 1684 | loss: 0.031142 | val_loss: 0.031169 | Time: 1352.37 ms [2022-04-01 12:37:54 main:574] : INFO : Epoch 1685 | loss: 0.0311415 | val_loss: 0.0311679 | Time: 1413.01 ms [2022-04-01 12:37:56 main:574] : INFO : Epoch 1686 | loss: 0.031142 | val_loss: 0.0311703 | Time: 1396.22 ms [2022-04-01 12:37:57 main:574] : INFO : Epoch 1687 | loss: 0.0311431 | val_loss: 0.0311737 | Time: 1354.41 ms [2022-04-01 12:37:59 main:574] : INFO : Epoch 1688 | loss: 0.031143 | val_loss: 0.0311657 | Time: 1339.56 ms [2022-04-01 12:38:00 main:574] : INFO : Epoch 1689 | loss: 0.0311406 | val_loss: 0.0311659 | Time: 1336.59 ms [2022-04-01 12:38:01 main:574] : INFO : Epoch 1690 | loss: 0.0311413 | val_loss: 0.0311696 | Time: 1344.57 ms [2022-04-01 12:38:03 main:574] : INFO : Epoch 1691 | loss: 0.0311412 | val_loss: 0.0311667 | Time: 1304.4 ms [2022-04-01 12:38:04 main:574] : INFO : Epoch 1692 | loss: 0.0311419 | val_loss: 0.031168 | Time: 1290.86 ms [2022-04-01 12:38:05 main:574] : INFO : Epoch 1693 | loss: 0.0311412 | val_loss: 0.0311722 | Time: 1346.79 ms [2022-04-01 12:38:07 main:574] : INFO : Epoch 1694 | loss: 0.0311426 | val_loss: 0.0311645 | Time: 1342.21 ms [2022-04-01 12:38:08 main:574] : INFO : Epoch 1695 | loss: 0.0311421 | val_loss: 0.0311651 | Time: 1323.42 ms [2022-04-01 12:38:09 main:574] : INFO : Epoch 1696 | loss: 0.0311421 | val_loss: 0.0311705 | Time: 1372.8 ms [2022-04-01 12:38:11 main:574] : INFO : Epoch 1697 | loss: 0.0311426 | val_loss: 0.0311668 | Time: 1342.86 ms [2022-04-01 12:38:12 main:574] : INFO : Epoch 1698 | loss: 0.0311414 | val_loss: 0.0311662 | Time: 1377.86 ms [2022-04-01 12:38:13 main:574] : INFO : Epoch 1699 | loss: 0.0311404 | val_loss: 0.0311649 | Time: 1331.8 ms [2022-04-01 12:38:15 main:574] : INFO : Epoch 1700 | loss: 0.0311402 | val_loss: 0.0311639 | Time: 1271.59 ms [2022-04-01 12:38:16 main:574] : INFO : Epoch 1701 | loss: 0.0311423 | val_loss: 0.0311663 | Time: 1306.49 ms [2022-04-01 12:38:17 main:574] : INFO : Epoch 1702 | loss: 0.0311396 | val_loss: 0.0311657 | Time: 1377.15 ms [2022-04-01 12:38:19 main:574] : INFO : Epoch 1703 | loss: 0.0311397 | val_loss: 0.0311692 | Time: 1398.35 ms [2022-04-01 12:38:20 main:574] : INFO : Epoch 1704 | loss: 0.0311407 | val_loss: 0.031167 | Time: 1349.37 ms [2022-04-01 12:38:21 main:574] : INFO : Epoch 1705 | loss: 0.0311416 | val_loss: 0.0311669 | Time: 1357.94 ms [2022-04-01 12:38:23 main:574] : INFO : Epoch 1706 | loss: 0.0311435 | val_loss: 0.0311661 | Time: 1319.05 ms [2022-04-01 12:38:24 main:574] : INFO : Epoch 1707 | loss: 0.0311419 | val_loss: 0.0311655 | Time: 1309.83 ms [2022-04-01 12:38:25 main:574] : INFO : Epoch 1708 | loss: 0.0311395 | val_loss: 0.0311663 | Time: 1385.85 ms [2022-04-01 12:38:27 main:574] : INFO : Epoch 1709 | loss: 0.0311386 | val_loss: 0.0311651 | Time: 1516.88 ms [2022-04-01 12:38:29 main:574] : INFO : Epoch 1710 | loss: 0.0311406 | val_loss: 0.0311835 | Time: 1655.65 ms [2022-04-01 12:38:30 main:574] : INFO : Epoch 1711 | loss: 0.0311517 | val_loss: 0.0311671 | Time: 1484.23 ms [2022-04-01 12:38:31 main:574] : INFO : Epoch 1712 | loss: 0.0311428 | val_loss: 0.0311643 | Time: 1380.05 ms [2022-04-01 12:38:33 main:574] : INFO : Epoch 1713 | loss: 0.0311392 | val_loss: 0.0311676 | Time: 1284.75 ms [2022-04-01 12:38:34 main:574] : INFO : Epoch 1714 | loss: 0.0311381 | val_loss: 0.0311634 | Time: 1335.56 ms [2022-04-01 12:38:35 main:574] : INFO : Epoch 1715 | loss: 0.0311433 | val_loss: 0.0311679 | Time: 1360.37 ms [2022-04-01 12:38:37 main:574] : INFO : Epoch 1716 | loss: 0.0311412 | val_loss: 0.0311642 | Time: 1368.79 ms [2022-04-01 12:38:38 main:574] : INFO : Epoch 1717 | loss: 0.0311397 | val_loss: 0.0311612 | Time: 1309.62 ms [2022-04-01 12:38:39 main:574] : INFO : Epoch 1718 | loss: 0.031142 | val_loss: 0.0311658 | Time: 1302.96 ms [2022-04-01 12:38:41 main:574] : INFO : Epoch 1719 | loss: 0.0311436 | val_loss: 0.0311685 | Time: 1370.01 ms [2022-04-01 12:38:42 main:574] : INFO : Epoch 1720 | loss: 0.0311438 | val_loss: 0.031174 | Time: 1312.32 ms [2022-04-01 12:38:43 main:574] : INFO : Epoch 1721 | loss: 0.0311453 | val_loss: 0.0311665 | Time: 1314.42 ms [2022-04-01 12:38:45 main:574] : INFO : Epoch 1722 | loss: 0.031144 | val_loss: 0.0311661 | Time: 1333.09 ms [2022-04-01 12:38:46 main:574] : INFO : Epoch 1723 | loss: 0.0311435 | val_loss: 0.0311638 | Time: 1394.46 ms [2022-04-01 12:38:48 main:574] : INFO : Epoch 1724 | loss: 0.0311424 | val_loss: 0.0311664 | Time: 1335.88 ms [2022-04-01 12:38:49 main:574] : INFO : Epoch 1725 | loss: 0.0311425 | val_loss: 0.0311712 | Time: 1336.24 ms [2022-04-01 12:38:50 main:574] : INFO : Epoch 1726 | loss: 0.031143 | val_loss: 0.0311651 | Time: 1344.1 ms [2022-04-01 12:38:52 main:574] : INFO : Epoch 1727 | loss: 0.0311415 | val_loss: 0.0311636 | Time: 1353.62 ms [2022-04-01 12:38:53 main:574] : INFO : Epoch 1728 | loss: 0.0311394 | val_loss: 0.0311655 | Time: 1378.5 ms [2022-04-01 12:38:54 main:574] : INFO : Epoch 1729 | loss: 0.0311404 | val_loss: 0.0311743 | Time: 1385.77 ms [2022-04-01 12:38:56 main:574] : INFO : Epoch 1730 | loss: 0.0311418 | val_loss: 0.0311675 | Time: 1364.7 ms [2022-04-01 12:38:57 main:574] : INFO : Epoch 1731 | loss: 0.0311397 | val_loss: 0.0311667 | Time: 1421.54 ms [2022-04-01 12:38:59 main:574] : INFO : Epoch 1732 | loss: 0.0311443 | val_loss: 0.0311688 | Time: 1365.82 ms [2022-04-01 12:39:00 main:574] : INFO : Epoch 1733 | loss: 0.0311415 | val_loss: 0.0311661 | Time: 1341.77 ms [2022-04-01 12:39:01 main:574] : INFO : Epoch 1734 | loss: 0.0311405 | val_loss: 0.0311675 | Time: 1351.6 ms [2022-04-01 12:39:03 main:574] : INFO : Epoch 1735 | loss: 0.0311454 | val_loss: 0.0311716 | Time: 1366.73 ms [2022-04-01 12:39:04 main:574] : INFO : Epoch 1736 | loss: 0.0311448 | val_loss: 0.0311716 | Time: 1430.9 ms [2022-04-01 12:39:05 main:574] : INFO : Epoch 1737 | loss: 0.0311432 | val_loss: 0.0311649 | Time: 1333.59 ms [2022-04-01 12:39:07 main:574] : INFO : Epoch 1738 | loss: 0.0311416 | val_loss: 0.0311747 | Time: 1309.38 ms [2022-04-01 12:39:08 main:574] : INFO : Epoch 1739 | loss: 0.0311445 | val_loss: 0.031169 | Time: 1339.87 ms [2022-04-01 12:39:09 main:574] : INFO : Epoch 1740 | loss: 0.0311461 | val_loss: 0.0311709 | Time: 1307.88 ms [2022-04-01 12:39:11 main:574] : INFO : Epoch 1741 | loss: 0.0311442 | val_loss: 0.0311697 | Time: 1288.07 ms [2022-04-01 12:39:12 main:574] : INFO : Epoch 1742 | loss: 0.0311462 | val_loss: 0.0311676 | Time: 1335.04 ms [2022-04-01 12:39:13 main:574] : INFO : Epoch 1743 | loss: 0.0311443 | val_loss: 0.0311729 | Time: 1447.33 ms [2022-04-01 12:39:15 main:574] : INFO : Epoch 1744 | loss: 0.0311467 | val_loss: 0.0311638 | Time: 1315.94 ms [2022-04-01 12:39:16 main:574] : INFO : Epoch 1745 | loss: 0.0311474 | val_loss: 0.0311699 | Time: 1367.08 ms [2022-04-01 12:39:17 main:574] : INFO : Epoch 1746 | loss: 0.0311468 | val_loss: 0.0311699 | Time: 1323.57 ms [2022-04-01 12:39:19 main:574] : INFO : Epoch 1747 | loss: 0.0311488 | val_loss: 0.0311696 | Time: 1330.36 ms [2022-04-01 12:39:20 main:574] : INFO : Epoch 1748 | loss: 0.0311477 | val_loss: 0.0311689 | Time: 1354.31 ms [2022-04-01 12:39:21 main:574] : INFO : Epoch 1749 | loss: 0.0311486 | val_loss: 0.0311678 | Time: 1332.45 ms [2022-04-01 12:39:23 main:574] : INFO : Epoch 1750 | loss: 0.0311462 | val_loss: 0.0311651 | Time: 1381.73 ms [2022-04-01 12:39:24 main:574] : INFO : Epoch 1751 | loss: 0.0311431 | val_loss: 0.0311686 | Time: 1312.75 ms [2022-04-01 12:39:26 main:574] : INFO : Epoch 1752 | loss: 0.0311444 | val_loss: 0.031166 | Time: 1354.15 ms [2022-04-01 12:39:27 main:574] : INFO : Epoch 1753 | loss: 0.0311447 | val_loss: 0.0311728 | Time: 1372.65 ms [2022-04-01 12:39:28 main:574] : INFO : Epoch 1754 | loss: 0.0311431 | val_loss: 0.0311685 | Time: 1416.99 ms [2022-04-01 12:39:30 main:574] : INFO : Epoch 1755 | loss: 0.0311417 | val_loss: 0.031169 | Time: 1533.7 ms [2022-04-01 12:39:32 main:574] : INFO : Epoch 1756 | loss: 0.0311411 | val_loss: 0.0311684 | Time: 1649.16 ms [2022-04-01 12:39:33 main:574] : INFO : Epoch 1757 | loss: 0.0311409 | val_loss: 0.0311704 | Time: 1449.05 ms [2022-04-01 12:39:34 main:574] : INFO : Epoch 1758 | loss: 0.031142 | val_loss: 0.0311725 | Time: 1381.33 ms [2022-04-01 12:39:36 main:574] : INFO : Epoch 1759 | loss: 0.0311398 | val_loss: 0.0311641 | Time: 1344.16 ms [2022-04-01 12:39:37 main:574] : INFO : Epoch 1760 | loss: 0.0311392 | val_loss: 0.0311728 | Time: 1374.1 ms [2022-04-01 12:39:38 main:574] : INFO : Epoch 1761 | loss: 0.0311392 | val_loss: 0.0311735 | Time: 1365.74 ms [2022-04-01 12:39:40 main:574] : INFO : Epoch 1762 | loss: 0.0311428 | val_loss: 0.0311765 | Time: 1421.91 ms [2022-04-01 12:39:41 main:574] : INFO : Epoch 1763 | loss: 0.0311482 | val_loss: 0.0311695 | Time: 1379.22 ms [2022-04-01 12:39:43 main:574] : INFO : Epoch 1764 | loss: 0.0311436 | val_loss: 0.0311679 | Time: 1322.41 ms [2022-04-01 12:39:44 main:574] : INFO : Epoch 1765 | loss: 0.0311415 | val_loss: 0.0311707 | Time: 1306.53 ms [2022-04-01 12:39:45 main:574] : INFO : Epoch 1766 | loss: 0.0311402 | val_loss: 0.0311785 | Time: 1361.32 ms [2022-04-01 12:39:47 main:574] : INFO : Epoch 1767 | loss: 0.0311413 | val_loss: 0.0311731 | Time: 1337.44 ms [2022-04-01 12:39:48 main:574] : INFO : Epoch 1768 | loss: 0.0311392 | val_loss: 0.0311713 | Time: 1352.05 ms [2022-04-01 12:39:49 main:574] : INFO : Epoch 1769 | loss: 0.0311391 | val_loss: 0.031174 | Time: 1411.12 ms [2022-04-01 12:39:51 main:574] : INFO : Epoch 1770 | loss: 0.0311384 | val_loss: 0.0311676 | Time: 1353.43 ms [2022-04-01 12:39:52 main:574] : INFO : Epoch 1771 | loss: 0.0311368 | val_loss: 0.0311684 | Time: 1323.37 ms [2022-04-01 12:39:53 main:574] : INFO : Epoch 1772 | loss: 0.0311362 | val_loss: 0.0311649 | Time: 1282.88 ms [2022-04-01 12:39:55 main:574] : INFO : Epoch 1773 | loss: 0.031137 | val_loss: 0.0311658 | Time: 1285.92 ms [2022-04-01 12:39:56 main:574] : INFO : Epoch 1774 | loss: 0.0311369 | val_loss: 0.0311689 | Time: 1307.31 ms [2022-04-01 12:39:57 main:574] : INFO : Epoch 1775 | loss: 0.0311372 | val_loss: 0.0311702 | Time: 1306.83 ms [2022-04-01 12:39:59 main:574] : INFO : Epoch 1776 | loss: 0.0311381 | val_loss: 0.0311787 | Time: 1380.7 ms [2022-04-01 12:40:00 main:574] : INFO : Epoch 1777 | loss: 0.0311368 | val_loss: 0.031171 | Time: 1445.29 ms [2022-04-01 12:40:02 main:574] : INFO : Epoch 1778 | loss: 0.0311366 | val_loss: 0.0311715 | Time: 1413.98 ms [2022-04-01 12:40:03 main:574] : INFO : Epoch 1779 | loss: 0.0311404 | val_loss: 0.0311737 | Time: 1316.21 ms [2022-04-01 12:40:04 main:574] : INFO : Epoch 1780 | loss: 0.0311403 | val_loss: 0.0311775 | Time: 1321.79 ms [2022-04-01 12:40:06 main:574] : INFO : Epoch 1781 | loss: 0.031141 | val_loss: 0.0311689 | Time: 1390.13 ms [2022-04-01 12:40:07 main:574] : INFO : Epoch 1782 | loss: 0.0311392 | val_loss: 0.0311686 | Time: 1384.2 ms [2022-04-01 12:40:08 main:574] : INFO : Epoch 1783 | loss: 0.0311478 | val_loss: 0.0311696 | Time: 1361.41 ms [2022-04-01 12:40:10 main:574] : INFO : Epoch 1784 | loss: 0.0311494 | val_loss: 0.0311659 | Time: 1363.28 ms [2022-04-01 12:40:11 main:574] : INFO : Epoch 1785 | loss: 0.0311487 | val_loss: 0.0311683 | Time: 1276.47 ms [2022-04-01 12:40:12 main:574] : INFO : Epoch 1786 | loss: 0.0311465 | val_loss: 0.0311684 | Time: 1350.24 ms [2022-04-01 12:40:14 main:574] : INFO : Epoch 1787 | loss: 0.0311449 | val_loss: 0.0311689 | Time: 1360.96 ms [2022-04-01 12:40:15 main:574] : INFO : Epoch 1788 | loss: 0.0311448 | val_loss: 0.0311685 | Time: 1332.27 ms [2022-04-01 12:40:16 main:574] : INFO : Epoch 1789 | loss: 0.0311442 | val_loss: 0.0311671 | Time: 1448.29 ms [2022-04-01 12:40:18 main:574] : INFO : Epoch 1790 | loss: 0.0311432 | val_loss: 0.031166 | Time: 1361.8 ms [2022-04-01 12:40:19 main:574] : INFO : Epoch 1791 | loss: 0.0311452 | val_loss: 0.0311713 | Time: 1360.5 ms [2022-04-01 12:40:21 main:574] : INFO : Epoch 1792 | loss: 0.0311433 | val_loss: 0.0311687 | Time: 1346.9 ms [2022-04-01 12:40:22 main:574] : INFO : Epoch 1793 | loss: 0.0311424 | val_loss: 0.031167 | Time: 1374.92 ms [2022-04-01 12:40:23 main:574] : INFO : Epoch 1794 | loss: 0.0311424 | val_loss: 0.0311665 | Time: 1352.52 ms [2022-04-01 12:40:25 main:574] : INFO : Epoch 1795 | loss: 0.0311417 | val_loss: 0.031169 | Time: 1391.62 ms [2022-04-01 12:40:26 main:574] : INFO : Epoch 1796 | loss: 0.0311399 | val_loss: 0.031168 | Time: 1364.49 ms [2022-04-01 12:40:27 main:574] : INFO : Epoch 1797 | loss: 0.0311395 | val_loss: 0.0311672 | Time: 1317.87 ms [2022-04-01 12:40:29 main:574] : INFO : Epoch 1798 | loss: 0.0311411 | val_loss: 0.0311714 | Time: 1324.17 ms [2022-04-01 12:40:30 main:574] : INFO : Epoch 1799 | loss: 0.0311447 | val_loss: 0.0311663 | Time: 1333.01 ms [2022-04-01 12:40:32 main:574] : INFO : Epoch 1800 | loss: 0.0311408 | val_loss: 0.0311692 | Time: 1484.36 ms [2022-04-01 12:40:33 main:574] : INFO : Epoch 1801 | loss: 0.0311425 | val_loss: 0.031167 | Time: 1616.54 ms [2022-04-01 12:40:35 main:574] : INFO : Epoch 1802 | loss: 0.0311454 | val_loss: 0.0311693 | Time: 1586.39 ms [2022-04-01 12:40:36 main:574] : INFO : Epoch 1803 | loss: 0.0311447 | val_loss: 0.0311673 | Time: 1345.32 ms [2022-04-01 12:40:37 main:574] : INFO : Epoch 1804 | loss: 0.0311472 | val_loss: 0.031165 | Time: 1328.05 ms [2022-04-01 12:40:39 main:574] : INFO : Epoch 1805 | loss: 0.0311442 | val_loss: 0.0311712 | Time: 1324.86 ms [2022-04-01 12:40:40 main:574] : INFO : Epoch 1806 | loss: 0.0311427 | val_loss: 0.031172 | Time: 1341.19 ms [2022-04-01 12:40:41 main:574] : INFO : Epoch 1807 | loss: 0.0311426 | val_loss: 0.0311693 | Time: 1361.23 ms [2022-04-01 12:40:43 main:574] : INFO : Epoch 1808 | loss: 0.0311411 | val_loss: 0.0311707 | Time: 1312.97 ms [2022-04-01 12:40:44 main:574] : INFO : Epoch 1809 | loss: 0.0311398 | val_loss: 0.0311721 | Time: 1415.82 ms [2022-04-01 12:40:46 main:574] : INFO : Epoch 1810 | loss: 0.0311411 | val_loss: 0.0311717 | Time: 1327.09 ms [2022-04-01 12:40:47 main:574] : INFO : Epoch 1811 | loss: 0.0311404 | val_loss: 0.0311735 | Time: 1334.46 ms [2022-04-01 12:40:48 main:574] : INFO : Epoch 1812 | loss: 0.031142 | val_loss: 0.0311687 | Time: 1290.04 ms [2022-04-01 12:40:49 main:574] : INFO : Epoch 1813 | loss: 0.0311424 | val_loss: 0.0311746 | Time: 1317.18 ms [2022-04-01 12:40:51 main:574] : INFO : Epoch 1814 | loss: 0.0311417 | val_loss: 0.0311737 | Time: 1322.9 ms [2022-04-01 12:40:52 main:574] : INFO : Epoch 1815 | loss: 0.0311433 | val_loss: 0.0311721 | Time: 1353.08 ms [2022-04-01 12:40:54 main:574] : INFO : Epoch 1816 | loss: 0.0311404 | val_loss: 0.0311699 | Time: 1378.57 ms [2022-04-01 12:40:55 main:574] : INFO : Epoch 1817 | loss: 0.0311391 | val_loss: 0.0311728 | Time: 1360.08 ms [2022-04-01 12:40:56 main:574] : INFO : Epoch 1818 | loss: 0.0311406 | val_loss: 0.031174 | Time: 1298.61 ms [2022-04-01 12:40:58 main:574] : INFO : Epoch 1819 | loss: 0.0311391 | val_loss: 0.0311713 | Time: 1342.85 ms [2022-04-01 12:40:59 main:574] : INFO : Epoch 1820 | loss: 0.0311392 | val_loss: 0.0311737 | Time: 1354.68 ms [2022-04-01 12:41:00 main:574] : INFO : Epoch 1821 | loss: 0.0311399 | val_loss: 0.0311685 | Time: 1376.79 ms [2022-04-01 12:41:02 main:574] : INFO : Epoch 1822 | loss: 0.0311402 | val_loss: 0.0311737 | Time: 1448.08 ms [2022-04-01 12:41:03 main:574] : INFO : Epoch 1823 | loss: 0.0311399 | val_loss: 0.0311721 | Time: 1406.2 ms [2022-04-01 12:41:05 main:574] : INFO : Epoch 1824 | loss: 0.0311387 | val_loss: 0.0311677 | Time: 1338.06 ms [2022-04-01 12:41:06 main:574] : INFO : Epoch 1825 | loss: 0.0311379 | val_loss: 0.0311717 | Time: 1332.93 ms [2022-04-01 12:41:07 main:574] : INFO : Epoch 1826 | loss: 0.0311386 | val_loss: 0.0311734 | Time: 1335.63 ms [2022-04-01 12:41:09 main:574] : INFO : Epoch 1827 | loss: 0.0311423 | val_loss: 0.0311736 | Time: 1332.54 ms [2022-04-01 12:41:10 main:574] : INFO : Epoch 1828 | loss: 0.0311428 | val_loss: 0.0311734 | Time: 1384.08 ms [2022-04-01 12:41:11 main:574] : INFO : Epoch 1829 | loss: 0.0311432 | val_loss: 0.0311814 | Time: 1412.53 ms [2022-04-01 12:41:13 main:574] : INFO : Epoch 1830 | loss: 0.031142 | val_loss: 0.0311718 | Time: 1357.41 ms [2022-04-01 12:41:14 main:574] : INFO : Epoch 1831 | loss: 0.0311376 | val_loss: 0.0311701 | Time: 1351.85 ms [2022-04-01 12:41:15 main:574] : INFO : Epoch 1832 | loss: 0.0311389 | val_loss: 0.0311671 | Time: 1353.5 ms [2022-04-01 12:41:17 main:574] : INFO : Epoch 1833 | loss: 0.0311389 | val_loss: 0.0311734 | Time: 1318.57 ms [2022-04-01 12:41:18 main:574] : INFO : Epoch 1834 | loss: 0.0311369 | val_loss: 0.031176 | Time: 1341.01 ms [2022-04-01 12:41:19 main:574] : INFO : Epoch 1835 | loss: 0.0311359 | val_loss: 0.0311706 | Time: 1367.39 ms [2022-04-01 12:41:21 main:574] : INFO : Epoch 1836 | loss: 0.0311348 | val_loss: 0.0311716 | Time: 1331.15 ms [2022-04-01 12:41:22 main:574] : INFO : Epoch 1837 | loss: 0.0311374 | val_loss: 0.0311682 | Time: 1331.61 ms [2022-04-01 12:41:23 main:574] : INFO : Epoch 1838 | loss: 0.031135 | val_loss: 0.0311761 | Time: 1344.6 ms [2022-04-01 12:41:25 main:574] : INFO : Epoch 1839 | loss: 0.0311397 | val_loss: 0.0311742 | Time: 1321.85 ms [2022-04-01 12:41:26 main:574] : INFO : Epoch 1840 | loss: 0.0311383 | val_loss: 0.0311661 | Time: 1318.06 ms [2022-04-01 12:41:27 main:574] : INFO : Epoch 1841 | loss: 0.0311378 | val_loss: 0.0311744 | Time: 1374.23 ms [2022-04-01 12:41:29 main:574] : INFO : Epoch 1842 | loss: 0.0311398 | val_loss: 0.0311727 | Time: 1405.42 ms [2022-04-01 12:41:30 main:574] : INFO : Epoch 1843 | loss: 0.031141 | val_loss: 0.0311714 | Time: 1341.63 ms [2022-04-01 12:41:32 main:574] : INFO : Epoch 1844 | loss: 0.0311394 | val_loss: 0.0311706 | Time: 1358.34 ms [2022-04-01 12:41:33 main:574] : INFO : Epoch 1845 | loss: 0.0311381 | val_loss: 0.0311734 | Time: 1405.74 ms [2022-04-01 12:41:35 main:574] : INFO : Epoch 1846 | loss: 0.0311367 | val_loss: 0.0311728 | Time: 1551.66 ms [2022-04-01 12:41:36 main:574] : INFO : Epoch 1847 | loss: 0.0311375 | val_loss: 0.0311737 | Time: 1560.17 ms [2022-04-01 12:41:38 main:574] : INFO : Epoch 1848 | loss: 0.0311384 | val_loss: 0.031174 | Time: 1471.57 ms [2022-04-01 12:41:39 main:574] : INFO : Epoch 1849 | loss: 0.0311386 | val_loss: 0.031179 | Time: 1423.53 ms [2022-04-01 12:41:40 main:574] : INFO : Epoch 1850 | loss: 0.0311368 | val_loss: 0.0311834 | Time: 1329.66 ms [2022-04-01 12:41:42 main:574] : INFO : Epoch 1851 | loss: 0.0311383 | val_loss: 0.0311733 | Time: 1327.02 ms [2022-04-01 12:41:43 main:574] : INFO : Epoch 1852 | loss: 0.0311356 | val_loss: 0.0311753 | Time: 1325.08 ms [2022-04-01 12:41:44 main:574] : INFO : Epoch 1853 | loss: 0.0311342 | val_loss: 0.0311753 | Time: 1341.84 ms [2022-04-01 12:41:46 main:574] : INFO : Epoch 1854 | loss: 0.0311359 | val_loss: 0.0311727 | Time: 1368.52 ms [2022-04-01 12:41:47 main:574] : INFO : Epoch 1855 | loss: 0.0311362 | val_loss: 0.0311755 | Time: 1394.68 ms [2022-04-01 12:41:48 main:574] : INFO : Epoch 1856 | loss: 0.0311378 | val_loss: 0.0311716 | Time: 1328.27 ms [2022-04-01 12:41:50 main:574] : INFO : Epoch 1857 | loss: 0.0311406 | val_loss: 0.0311727 | Time: 1305.26 ms [2022-04-01 12:41:51 main:574] : INFO : Epoch 1858 | loss: 0.0311415 | val_loss: 0.0311687 | Time: 1317.82 ms [2022-04-01 12:41:52 main:574] : INFO : Epoch 1859 | loss: 0.0311418 | val_loss: 0.0311714 | Time: 1323.5 ms [2022-04-01 12:41:54 main:574] : INFO : Epoch 1860 | loss: 0.0311399 | val_loss: 0.0311692 | Time: 1334.25 ms [2022-04-01 12:41:55 main:574] : INFO : Epoch 1861 | loss: 0.0311381 | val_loss: 0.0311681 | Time: 1362.76 ms [2022-04-01 12:41:57 main:574] : INFO : Epoch 1862 | loss: 0.03114 | val_loss: 0.0311715 | Time: 1422.74 ms [2022-04-01 12:41:58 main:574] : INFO : Epoch 1863 | loss: 0.0311375 | val_loss: 0.0311714 | Time: 1377.39 ms [2022-04-01 12:41:59 main:574] : INFO : Epoch 1864 | loss: 0.0311383 | val_loss: 0.0311717 | Time: 1338.89 ms [2022-04-01 12:42:01 main:574] : INFO : Epoch 1865 | loss: 0.0311361 | val_loss: 0.0311677 | Time: 1325.24 ms [2022-04-01 12:42:02 main:574] : INFO : Epoch 1866 | loss: 0.031136 | val_loss: 0.0311716 | Time: 1320.74 ms [2022-04-01 12:42:03 main:574] : INFO : Epoch 1867 | loss: 0.0311351 | val_loss: 0.0311704 | Time: 1319.94 ms [2022-04-01 12:42:05 main:574] : INFO : Epoch 1868 | loss: 0.0311375 | val_loss: 0.0311691 | Time: 1478.65 ms [2022-04-01 12:42:06 main:574] : INFO : Epoch 1869 | loss: 0.0311389 | val_loss: 0.0311719 | Time: 1366.5 ms [2022-04-01 12:42:07 main:574] : INFO : Epoch 1870 | loss: 0.0311412 | val_loss: 0.0311746 | Time: 1325.24 ms [2022-04-01 12:42:09 main:574] : INFO : Epoch 1871 | loss: 0.0311401 | val_loss: 0.0311765 | Time: 1355.51 ms [2022-04-01 12:42:10 main:574] : INFO : Epoch 1872 | loss: 0.0311395 | val_loss: 0.031167 | Time: 1335.67 ms [2022-04-01 12:42:11 main:574] : INFO : Epoch 1873 | loss: 0.0311396 | val_loss: 0.0311707 | Time: 1337 ms [2022-04-01 12:42:13 main:574] : INFO : Epoch 1874 | loss: 0.0311381 | val_loss: 0.0311813 | Time: 1341.52 ms [2022-04-01 12:42:14 main:574] : INFO : Epoch 1875 | loss: 0.0311381 | val_loss: 0.0311711 | Time: 1415.74 ms [2022-04-01 12:42:16 main:574] : INFO : Epoch 1876 | loss: 0.0311436 | val_loss: 0.0311697 | Time: 1331.09 ms [2022-04-01 12:42:17 main:574] : INFO : Epoch 1877 | loss: 0.0311399 | val_loss: 0.0311747 | Time: 1333.18 ms [2022-04-01 12:42:18 main:574] : INFO : Epoch 1878 | loss: 0.0311383 | val_loss: 0.0311709 | Time: 1330.12 ms [2022-04-01 12:42:20 main:574] : INFO : Epoch 1879 | loss: 0.0311384 | val_loss: 0.0311755 | Time: 1311.31 ms [2022-04-01 12:42:21 main:574] : INFO : Epoch 1880 | loss: 0.0311418 | val_loss: 0.0311738 | Time: 1363.01 ms [2022-04-01 12:42:22 main:574] : INFO : Epoch 1881 | loss: 0.03114 | val_loss: 0.0311733 | Time: 1321.66 ms [2022-04-01 12:42:24 main:574] : INFO : Epoch 1882 | loss: 0.0311385 | val_loss: 0.031169 | Time: 1383.18 ms [2022-04-01 12:42:25 main:574] : INFO : Epoch 1883 | loss: 0.0311383 | val_loss: 0.0311683 | Time: 1293.46 ms [2022-04-01 12:42:26 main:574] : INFO : Epoch 1884 | loss: 0.0311384 | val_loss: 0.0311765 | Time: 1304.38 ms [2022-04-01 12:42:28 main:574] : INFO : Epoch 1885 | loss: 0.031138 | val_loss: 0.0311699 | Time: 1357.74 ms [2022-04-01 12:42:29 main:574] : INFO : Epoch 1886 | loss: 0.0311372 | val_loss: 0.0311766 | Time: 1338.3 ms [2022-04-01 12:42:30 main:574] : INFO : Epoch 1887 | loss: 0.0311371 | val_loss: 0.0311701 | Time: 1342.82 ms [2022-04-01 12:42:32 main:574] : INFO : Epoch 1888 | loss: 0.0311395 | val_loss: 0.0311722 | Time: 1397.26 ms [2022-04-01 12:42:33 main:574] : INFO : Epoch 1889 | loss: 0.0311421 | val_loss: 0.0311751 | Time: 1419.7 ms [2022-04-01 12:42:35 main:574] : INFO : Epoch 1890 | loss: 0.0311395 | val_loss: 0.031176 | Time: 1374.91 ms [2022-04-01 12:42:36 main:574] : INFO : Epoch 1891 | loss: 0.0311412 | val_loss: 0.0311701 | Time: 1537.51 ms [2022-04-01 12:42:38 main:574] : INFO : Epoch 1892 | loss: 0.0311407 | val_loss: 0.0311686 | Time: 1566.87 ms [2022-04-01 12:42:39 main:574] : INFO : Epoch 1893 | loss: 0.031139 | val_loss: 0.0311711 | Time: 1430.65 ms [2022-04-01 12:42:41 main:574] : INFO : Epoch 1894 | loss: 0.0311416 | val_loss: 0.031173 | Time: 1434.49 ms [2022-04-01 12:42:42 main:574] : INFO : Epoch 1895 | loss: 0.0311391 | val_loss: 0.0311748 | Time: 1367.83 ms [2022-04-01 12:42:43 main:574] : INFO : Epoch 1896 | loss: 0.0311409 | val_loss: 0.031176 | Time: 1350.47 ms [2022-04-01 12:42:45 main:574] : INFO : Epoch 1897 | loss: 0.0312535 | val_loss: 0.0313696 | Time: 1351.93 ms [2022-04-01 12:42:46 main:574] : INFO : Epoch 1898 | loss: 0.0326757 | val_loss: 0.0319734 | Time: 1330.21 ms [2022-04-01 12:42:47 main:574] : INFO : Epoch 1899 | loss: 0.0316419 | val_loss: 0.0313064 | Time: 1365.76 ms [2022-04-01 12:42:49 main:574] : INFO : Epoch 1900 | loss: 0.0312938 | val_loss: 0.0312684 | Time: 1339.05 ms [2022-04-01 12:42:50 main:574] : INFO : Epoch 1901 | loss: 0.0312562 | val_loss: 0.0312451 | Time: 1405.05 ms [2022-04-01 12:42:51 main:574] : INFO : Epoch 1902 | loss: 0.0312372 | val_loss: 0.0312265 | Time: 1360.89 ms [2022-04-01 12:42:53 main:574] : INFO : Epoch 1903 | loss: 0.0312189 | val_loss: 0.0312084 | Time: 1329.09 ms [2022-04-01 12:42:54 main:574] : INFO : Epoch 1904 | loss: 0.0312051 | val_loss: 0.0312011 | Time: 1343.55 ms [2022-04-01 12:42:55 main:574] : INFO : Epoch 1905 | loss: 0.031201 | val_loss: 0.0311968 | Time: 1349.53 ms [2022-04-01 12:42:57 main:574] : INFO : Epoch 1906 | loss: 0.0311967 | val_loss: 0.031196 | Time: 1405.55 ms [2022-04-01 12:42:58 main:574] : INFO : Epoch 1907 | loss: 0.0311952 | val_loss: 0.0311938 | Time: 1355.53 ms [2022-04-01 12:43:00 main:574] : INFO : Epoch 1908 | loss: 0.0311954 | val_loss: 0.0311917 | Time: 1383.91 ms [2022-04-01 12:43:01 main:574] : INFO : Epoch 1909 | loss: 0.0311944 | val_loss: 0.0311917 | Time: 1338.58 ms [2022-04-01 12:43:02 main:574] : INFO : Epoch 1910 | loss: 0.0311923 | val_loss: 0.0311941 | Time: 1331.22 ms [2022-04-01 12:43:04 main:574] : INFO : Epoch 1911 | loss: 0.0311928 | val_loss: 0.0311886 | Time: 1341.08 ms [2022-04-01 12:43:05 main:574] : INFO : Epoch 1912 | loss: 0.0311912 | val_loss: 0.0311899 | Time: 1318.37 ms [2022-04-01 12:43:06 main:574] : INFO : Epoch 1913 | loss: 0.0311928 | val_loss: 0.031192 | Time: 1414 ms [2022-04-01 12:43:08 main:574] : INFO : Epoch 1914 | loss: 0.0311917 | val_loss: 0.0311908 | Time: 1428.28 ms [2022-04-01 12:43:09 main:574] : INFO : Epoch 1915 | loss: 0.0311907 | val_loss: 0.0311889 | Time: 1368.97 ms [2022-04-01 12:43:11 main:574] : INFO : Epoch 1916 | loss: 0.0311916 | val_loss: 0.0311898 | Time: 1338.62 ms [2022-04-01 12:43:12 main:574] : INFO : Epoch 1917 | loss: 0.0311945 | val_loss: 0.0311913 | Time: 1350.98 ms [2022-04-01 12:43:13 main:574] : INFO : Epoch 1918 | loss: 0.0311905 | val_loss: 0.0311883 | Time: 1322.89 ms [2022-04-01 12:43:15 main:574] : INFO : Epoch 1919 | loss: 0.0311916 | val_loss: 0.0311868 | Time: 1308.78 ms [2022-04-01 12:43:16 main:574] : INFO : Epoch 1920 | loss: 0.0311886 | val_loss: 0.0311884 | Time: 1337.52 ms [2022-04-01 12:43:17 main:574] : INFO : Epoch 1921 | loss: 0.0311887 | val_loss: 0.0311869 | Time: 1405.92 ms [2022-04-01 12:43:19 main:574] : INFO : Epoch 1922 | loss: 0.0311908 | val_loss: 0.0311927 | Time: 1399.9 ms [2022-04-01 12:43:20 main:574] : INFO : Epoch 1923 | loss: 0.0311911 | val_loss: 0.0311878 | Time: 1353.31 ms [2022-04-01 12:43:21 main:574] : INFO : Epoch 1924 | loss: 0.0311885 | val_loss: 0.0311854 | Time: 1278.32 ms [2022-04-01 12:43:23 main:574] : INFO : Epoch 1925 | loss: 0.0311882 | val_loss: 0.0311848 | Time: 1326.12 ms [2022-04-01 12:43:24 main:574] : INFO : Epoch 1926 | loss: 0.0311882 | val_loss: 0.0311848 | Time: 1296.74 ms [2022-04-01 12:43:25 main:574] : INFO : Epoch 1927 | loss: 0.0311883 | val_loss: 0.0311862 | Time: 1349.42 ms [2022-04-01 12:43:27 main:574] : INFO : Epoch 1928 | loss: 0.0311878 | val_loss: 0.0311845 | Time: 1408.76 ms [2022-04-01 12:43:28 main:574] : INFO : Epoch 1929 | loss: 0.0311877 | val_loss: 0.0311863 | Time: 1356.77 ms [2022-04-01 12:43:29 main:574] : INFO : Epoch 1930 | loss: 0.0311884 | val_loss: 0.0311844 | Time: 1333.18 ms [2022-04-01 12:43:31 main:574] : INFO : Epoch 1931 | loss: 0.031187 | val_loss: 0.0311841 | Time: 1330.62 ms [2022-04-01 12:43:32 main:574] : INFO : Epoch 1932 | loss: 0.0311881 | val_loss: 0.0311855 | Time: 1331.79 ms [2022-04-01 12:43:33 main:574] : INFO : Epoch 1933 | loss: 0.0311887 | val_loss: 0.0311901 | Time: 1346.6 ms [2022-04-01 12:43:35 main:574] : INFO : Epoch 1934 | loss: 0.0311909 | val_loss: 0.0311856 | Time: 1314.22 ms [2022-04-01 12:43:36 main:574] : INFO : Epoch 1935 | loss: 0.0311878 | val_loss: 0.0311838 | Time: 1424.16 ms [2022-04-01 12:43:38 main:574] : INFO : Epoch 1936 | loss: 0.0311878 | val_loss: 0.0311841 | Time: 1427.86 ms [2022-04-01 12:43:39 main:574] : INFO : Epoch 1937 | loss: 0.0311867 | val_loss: 0.0311834 | Time: 1566.32 ms [2022-04-01 12:43:41 main:574] : INFO : Epoch 1938 | loss: 0.0311868 | val_loss: 0.0311845 | Time: 1451.86 ms [2022-04-01 12:43:42 main:574] : INFO : Epoch 1939 | loss: 0.0311868 | val_loss: 0.0311844 | Time: 1329.67 ms [2022-04-01 12:43:43 main:574] : INFO : Epoch 1940 | loss: 0.0311859 | val_loss: 0.0311846 | Time: 1332.88 ms [2022-04-01 12:43:45 main:574] : INFO : Epoch 1941 | loss: 0.0311878 | val_loss: 0.0311851 | Time: 1439.76 ms [2022-04-01 12:43:46 main:574] : INFO : Epoch 1942 | loss: 0.0311873 | val_loss: 0.0311867 | Time: 1370.94 ms [2022-04-01 12:43:47 main:574] : INFO : Epoch 1943 | loss: 0.0311861 | val_loss: 0.0311836 | Time: 1316.06 ms [2022-04-01 12:43:49 main:574] : INFO : Epoch 1944 | loss: 0.031185 | val_loss: 0.0311855 | Time: 1350.52 ms [2022-04-01 12:43:50 main:574] : INFO : Epoch 1945 | loss: 0.0311853 | val_loss: 0.0311829 | Time: 1332.96 ms [2022-04-01 12:43:51 main:574] : INFO : Epoch 1946 | loss: 0.031185 | val_loss: 0.0311872 | Time: 1344.11 ms [2022-04-01 12:43:53 main:574] : INFO : Epoch 1947 | loss: 0.0311865 | val_loss: 0.0311878 | Time: 1354.95 ms [2022-04-01 12:43:54 main:574] : INFO : Epoch 1948 | loss: 0.0311842 | val_loss: 0.0311839 | Time: 1396.23 ms [2022-04-01 12:43:56 main:574] : INFO : Epoch 1949 | loss: 0.0311843 | val_loss: 0.0311838 | Time: 1355.06 ms [2022-04-01 12:43:57 main:574] : INFO : Epoch 1950 | loss: 0.0311856 | val_loss: 0.0311863 | Time: 1330.29 ms [2022-04-01 12:43:58 main:574] : INFO : Epoch 1951 | loss: 0.0311847 | val_loss: 0.0311844 | Time: 1313.25 ms [2022-04-01 12:44:00 main:574] : INFO : Epoch 1952 | loss: 0.0311824 | val_loss: 0.0311832 | Time: 1328.66 ms [2022-04-01 12:44:01 main:574] : INFO : Epoch 1953 | loss: 0.0311859 | val_loss: 0.0311895 | Time: 1385.19 ms [2022-04-01 12:44:02 main:574] : INFO : Epoch 1954 | loss: 0.0311916 | val_loss: 0.0311872 | Time: 1345.95 ms [2022-04-01 12:44:04 main:574] : INFO : Epoch 1955 | loss: 0.0311856 | val_loss: 0.0311835 | Time: 1382.68 ms [2022-04-01 12:44:05 main:574] : INFO : Epoch 1956 | loss: 0.0311831 | val_loss: 0.0311832 | Time: 1327.96 ms [2022-04-01 12:44:06 main:574] : INFO : Epoch 1957 | loss: 0.0311858 | val_loss: 0.0311846 | Time: 1327.62 ms [2022-04-01 12:44:08 main:574] : INFO : Epoch 1958 | loss: 0.0311875 | val_loss: 0.0311857 | Time: 1416.47 ms [2022-04-01 12:44:09 main:574] : INFO : Epoch 1959 | loss: 0.0311847 | val_loss: 0.0311818 | Time: 1447.37 ms [2022-04-01 12:44:11 main:574] : INFO : Epoch 1960 | loss: 0.0311818 | val_loss: 0.0311807 | Time: 1324.59 ms [2022-04-01 12:44:12 main:574] : INFO : Epoch 1961 | loss: 0.0311816 | val_loss: 0.0311855 | Time: 1438.16 ms [2022-04-01 12:44:13 main:574] : INFO : Epoch 1962 | loss: 0.0311833 | val_loss: 0.0311819 | Time: 1411.19 ms [2022-04-01 12:44:15 main:574] : INFO : Epoch 1963 | loss: 0.0311811 | val_loss: 0.0311805 | Time: 1354.13 ms [2022-04-01 12:44:16 main:574] : INFO : Epoch 1964 | loss: 0.0311793 | val_loss: 0.0311812 | Time: 1315.65 ms [2022-04-01 12:44:17 main:574] : INFO : Epoch 1965 | loss: 0.0311797 | val_loss: 0.031181 | Time: 1365.26 ms [2022-04-01 12:44:19 main:574] : INFO : Epoch 1966 | loss: 0.0311783 | val_loss: 0.0311792 | Time: 1323.28 ms [2022-04-01 12:44:20 main:574] : INFO : Epoch 1967 | loss: 0.0311795 | val_loss: 0.0311803 | Time: 1342.94 ms [2022-04-01 12:44:22 main:574] : INFO : Epoch 1968 | loss: 0.0311808 | val_loss: 0.0311791 | Time: 1391.98 ms [2022-04-01 12:44:23 main:574] : INFO : Epoch 1969 | loss: 0.0311806 | val_loss: 0.0311822 | Time: 1347.34 ms [2022-04-01 12:44:24 main:574] : INFO : Epoch 1970 | loss: 0.0311818 | val_loss: 0.0311794 | Time: 1322.24 ms [2022-04-01 12:44:26 main:574] : INFO : Epoch 1971 | loss: 0.031182 | val_loss: 0.0311826 | Time: 1328.57 ms [2022-04-01 12:44:27 main:574] : INFO : Epoch 1972 | loss: 0.0311817 | val_loss: 0.0311772 | Time: 1365.92 ms [2022-04-01 12:44:28 main:574] : INFO : Epoch 1973 | loss: 0.0311793 | val_loss: 0.0311778 | Time: 1407.81 ms [2022-04-01 12:44:30 main:574] : INFO : Epoch 1974 | loss: 0.0311812 | val_loss: 0.0311809 | Time: 1376.85 ms [2022-04-01 12:44:31 main:574] : INFO : Epoch 1975 | loss: 0.0311808 | val_loss: 0.0311782 | Time: 1363.27 ms [2022-04-01 12:44:32 main:574] : INFO : Epoch 1976 | loss: 0.031178 | val_loss: 0.0311805 | Time: 1331.55 ms [2022-04-01 12:44:34 main:574] : INFO : Epoch 1977 | loss: 0.0311771 | val_loss: 0.0311769 | Time: 1308.57 ms [2022-04-01 12:44:35 main:574] : INFO : Epoch 1978 | loss: 0.0311765 | val_loss: 0.0311765 | Time: 1333.89 ms [2022-04-01 12:44:36 main:574] : INFO : Epoch 1979 | loss: 0.0311762 | val_loss: 0.0311814 | Time: 1312.23 ms [2022-04-01 12:44:38 main:574] : INFO : Epoch 1980 | loss: 0.0311765 | val_loss: 0.0311787 | Time: 1368.84 ms [2022-04-01 12:44:39 main:574] : INFO : Epoch 1981 | loss: 0.0311748 | val_loss: 0.031177 | Time: 1534.23 ms [2022-04-01 12:44:41 main:574] : INFO : Epoch 1982 | loss: 0.0311784 | val_loss: 0.0311828 | Time: 1448.78 ms [2022-04-01 12:44:42 main:574] : INFO : Epoch 1983 | loss: 0.0311764 | val_loss: 0.0311791 | Time: 1571.5 ms [2022-04-01 12:44:44 main:574] : INFO : Epoch 1984 | loss: 0.0311743 | val_loss: 0.0311798 | Time: 1408.88 ms [2022-04-01 12:44:45 main:574] : INFO : Epoch 1985 | loss: 0.031177 | val_loss: 0.0311832 | Time: 1302.11 ms [2022-04-01 12:44:46 main:574] : INFO : Epoch 1986 | loss: 0.0311791 | val_loss: 0.0311802 | Time: 1318.35 ms [2022-04-01 12:44:48 main:574] : INFO : Epoch 1987 | loss: 0.031178 | val_loss: 0.0311772 | Time: 1416.73 ms [2022-04-01 12:44:49 main:574] : INFO : Epoch 1988 | loss: 0.0311804 | val_loss: 0.0311787 | Time: 1384.45 ms [2022-04-01 12:44:50 main:574] : INFO : Epoch 1989 | loss: 0.0311774 | val_loss: 0.0311754 | Time: 1299.79 ms [2022-04-01 12:44:52 main:574] : INFO : Epoch 1990 | loss: 0.0311774 | val_loss: 0.0311763 | Time: 1320.19 ms [2022-04-01 12:44:53 main:574] : INFO : Epoch 1991 | loss: 0.031175 | val_loss: 0.0311765 | Time: 1338.92 ms [2022-04-01 12:44:54 main:574] : INFO : Epoch 1992 | loss: 0.0311753 | val_loss: 0.0311787 | Time: 1331.66 ms [2022-04-01 12:44:56 main:574] : INFO : Epoch 1993 | loss: 0.0311735 | val_loss: 0.031184 | Time: 1344.16 ms [2022-04-01 12:44:57 main:574] : INFO : Epoch 1994 | loss: 0.0311772 | val_loss: 0.0311816 | Time: 1395.13 ms [2022-04-01 12:44:59 main:574] : INFO : Epoch 1995 | loss: 0.0311765 | val_loss: 0.0311765 | Time: 1318.54 ms [2022-04-01 12:45:00 main:574] : INFO : Epoch 1996 | loss: 0.0311794 | val_loss: 0.0311857 | Time: 1401.76 ms [2022-04-01 12:45:01 main:574] : INFO : Epoch 1997 | loss: 0.0311768 | val_loss: 0.0311778 | Time: 1356.84 ms [2022-04-01 12:45:03 main:574] : INFO : Epoch 1998 | loss: 0.0311734 | val_loss: 0.0311793 | Time: 1288.33 ms [2022-04-01 12:45:04 main:574] : INFO : Epoch 1999 | loss: 0.0311725 | val_loss: 0.0311774 | Time: 1331.23 ms [2022-04-01 12:45:05 main:574] : INFO : Epoch 2000 | loss: 0.0311747 | val_loss: 0.0311795 | Time: 1331.67 ms [2022-04-01 12:45:07 main:574] : INFO : Epoch 2001 | loss: 0.0311739 | val_loss: 0.0311776 | Time: 1382.17 ms [2022-04-01 12:45:08 main:574] : INFO : Epoch 2002 | loss: 0.0311747 | val_loss: 0.0311774 | Time: 1281.51 ms [2022-04-01 12:45:09 main:574] : INFO : Epoch 2003 | loss: 0.0311751 | val_loss: 0.031178 | Time: 1324.39 ms [2022-04-01 12:45:11 main:574] : INFO : Epoch 2004 | loss: 0.0311794 | val_loss: 0.0311894 | Time: 1366.51 ms [2022-04-01 12:45:12 main:574] : INFO : Epoch 2005 | loss: 0.0311749 | val_loss: 0.0311764 | Time: 1378.06 ms [2022-04-01 12:45:13 main:574] : INFO : Epoch 2006 | loss: 0.0311728 | val_loss: 0.0311763 | Time: 1369.19 ms [2022-04-01 12:45:15 main:574] : INFO : Epoch 2007 | loss: 0.0311754 | val_loss: 0.0311806 | Time: 1345.14 ms [2022-04-01 12:45:16 main:574] : INFO : Epoch 2008 | loss: 0.031173 | val_loss: 0.0311796 | Time: 1331.07 ms [2022-04-01 12:45:17 main:574] : INFO : Epoch 2009 | loss: 0.0311732 | val_loss: 0.0311797 | Time: 1336.1 ms [2022-04-01 12:45:19 main:574] : INFO : Epoch 2010 | loss: 0.031172 | val_loss: 0.0311774 | Time: 1280.53 ms [2022-04-01 12:45:20 main:574] : INFO : Epoch 2011 | loss: 0.0311697 | val_loss: 0.0311783 | Time: 1315.68 ms [2022-04-01 12:45:21 main:574] : INFO : Epoch 2012 | loss: 0.0311719 | val_loss: 0.0311839 | Time: 1324.66 ms [2022-04-01 12:45:23 main:574] : INFO : Epoch 2013 | loss: 0.0311768 | val_loss: 0.0311792 | Time: 1423.82 ms [2022-04-01 12:45:24 main:574] : INFO : Epoch 2014 | loss: 0.0311693 | val_loss: 0.0311777 | Time: 1379.12 ms [2022-04-01 12:45:26 main:574] : INFO : Epoch 2015 | loss: 0.0311692 | val_loss: 0.0311783 | Time: 1327.42 ms [2022-04-01 12:45:27 main:574] : INFO : Epoch 2016 | loss: 0.0311706 | val_loss: 0.0311778 | Time: 1330.89 ms [2022-04-01 12:45:28 main:574] : INFO : Epoch 2017 | loss: 0.0311744 | val_loss: 0.0311803 | Time: 1303.57 ms [2022-04-01 12:45:29 main:574] : INFO : Epoch 2018 | loss: 0.0311782 | val_loss: 0.0311775 | Time: 1326.77 ms [2022-04-01 12:45:31 main:574] : INFO : Epoch 2019 | loss: 0.0311788 | val_loss: 0.0311769 | Time: 1315.85 ms [2022-04-01 12:45:32 main:574] : INFO : Epoch 2020 | loss: 0.031173 | val_loss: 0.031177 | Time: 1338.81 ms [2022-04-01 12:45:34 main:574] : INFO : Epoch 2021 | loss: 0.0311734 | val_loss: 0.0311847 | Time: 1381.29 ms [2022-04-01 12:45:35 main:574] : INFO : Epoch 2022 | loss: 0.0311737 | val_loss: 0.0311757 | Time: 1340.98 ms [2022-04-01 12:45:36 main:574] : INFO : Epoch 2023 | loss: 0.0311728 | val_loss: 0.0311779 | Time: 1305.99 ms [2022-04-01 12:45:38 main:574] : INFO : Epoch 2024 | loss: 0.0311726 | val_loss: 0.0311784 | Time: 1337.76 ms [2022-04-01 12:45:39 main:574] : INFO : Epoch 2025 | loss: 0.0311717 | val_loss: 0.0311883 | Time: 1315.53 ms [2022-04-01 12:45:40 main:574] : INFO : Epoch 2026 | loss: 0.0311796 | val_loss: 0.0311857 | Time: 1318.8 ms [2022-04-01 12:45:42 main:574] : INFO : Epoch 2027 | loss: 0.0311769 | val_loss: 0.0311759 | Time: 1443.23 ms [2022-04-01 12:45:43 main:574] : INFO : Epoch 2028 | loss: 0.0311744 | val_loss: 0.0311748 | Time: 1533.97 ms [2022-04-01 12:45:45 main:574] : INFO : Epoch 2029 | loss: 0.0311739 | val_loss: 0.0311742 | Time: 1641.2 ms [2022-04-01 12:45:46 main:574] : INFO : Epoch 2030 | loss: 0.0311735 | val_loss: 0.0311772 | Time: 1413.95 ms [2022-04-01 12:45:48 main:574] : INFO : Epoch 2031 | loss: 0.0311736 | val_loss: 0.0311782 | Time: 1349.07 ms [2022-04-01 12:45:49 main:574] : INFO : Epoch 2032 | loss: 0.0311717 | val_loss: 0.031175 | Time: 1339.56 ms [2022-04-01 12:45:50 main:574] : INFO : Epoch 2033 | loss: 0.0311731 | val_loss: 0.0311737 | Time: 1351.79 ms [2022-04-01 12:45:52 main:574] : INFO : Epoch 2034 | loss: 0.0311742 | val_loss: 0.0311754 | Time: 1414.74 ms [2022-04-01 12:45:53 main:574] : INFO : Epoch 2035 | loss: 0.0311783 | val_loss: 0.0311732 | Time: 1295.37 ms [2022-04-01 12:45:54 main:574] : INFO : Epoch 2036 | loss: 0.0311744 | val_loss: 0.0311759 | Time: 1344.03 ms [2022-04-01 12:45:56 main:574] : INFO : Epoch 2037 | loss: 0.0311741 | val_loss: 0.0311722 | Time: 1324.4 ms [2022-04-01 12:45:57 main:574] : INFO : Epoch 2038 | loss: 0.0311721 | val_loss: 0.0311711 | Time: 1325.88 ms [2022-04-01 12:45:58 main:574] : INFO : Epoch 2039 | loss: 0.0311713 | val_loss: 0.0311781 | Time: 1358.15 ms [2022-04-01 12:46:00 main:574] : INFO : Epoch 2040 | loss: 0.0311745 | val_loss: 0.0311745 | Time: 1360.52 ms [2022-04-01 12:46:01 main:574] : INFO : Epoch 2041 | loss: 0.0311784 | val_loss: 0.0311747 | Time: 1396.97 ms [2022-04-01 12:46:02 main:574] : INFO : Epoch 2042 | loss: 0.0311745 | val_loss: 0.0311743 | Time: 1348.75 ms [2022-04-01 12:46:04 main:574] : INFO : Epoch 2043 | loss: 0.0311716 | val_loss: 0.0311738 | Time: 1312.77 ms [2022-04-01 12:46:05 main:574] : INFO : Epoch 2044 | loss: 0.0311709 | val_loss: 0.031175 | Time: 1352.26 ms [2022-04-01 12:46:06 main:574] : INFO : Epoch 2045 | loss: 0.0311712 | val_loss: 0.0311711 | Time: 1287.5 ms [2022-04-01 12:46:08 main:574] : INFO : Epoch 2046 | loss: 0.0311703 | val_loss: 0.0311742 | Time: 1389.99 ms [2022-04-01 12:46:09 main:574] : INFO : Epoch 2047 | loss: 0.0311739 | val_loss: 0.0311751 | Time: 1340.55 ms [2022-04-01 12:46:11 main:574] : INFO : Epoch 2048 | loss: 0.0311737 | val_loss: 0.0311765 | Time: 1386.09 ms [2022-04-01 12:46:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311765 [2022-04-01 12:46:11 main:603] : INFO : Saving end state to config to file [2022-04-01 12:46:11 main:608] : INFO : Success, exiting.. 12:46:11 (216376): 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)