Task 7016801
| Name | ParityModified-1630359579-4433-0_0 |
| Workunit | 4726225 |
| Created | 30 Aug 2021, 21:39:44 UTC |
| Sent | 4 Sep 2021, 5:29:23 UTC |
| Report deadline | 12 Sep 2021, 5:29:23 UTC |
| Received | 4 Sep 2021, 17:06:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6019 |
| Run time | 49 min 10 sec |
| CPU time | 46 min 51 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,807.29 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> checkpoint, attempting to load... [2021-09-04 12:54:48 main:512] : INFO : Loading config [2021-09-04 12:54:48 main:514] : INFO : Loading state [2021-09-04 12:54:49 main:559] : INFO : Loading DataLoader into Memory [2021-09-04 12:54:49 main:562] : INFO : Starting Training [2021-09-04 12:54:51 main:574] : INFO : Epoch 1545 | loss: 0.0312755 | val_loss: 0.0312031 | Time: 1561.2 ms [2021-09-04 12:54:52 main:574] : INFO : Epoch 1546 | loss: 0.0311979 | val_loss: 0.0311855 | Time: 1344.38 ms [2021-09-04 12:54:53 main:574] : INFO : Epoch 1547 | loss: 0.0311866 | val_loss: 0.0311833 | Time: 1358.31 ms [2021-09-04 12:54:55 main:574] : INFO : Epoch 1548 | loss: 0.0311833 | val_loss: 0.0311799 | Time: 1362.26 ms [2021-09-04 12:54:56 main:574] : INFO : Epoch 1549 | loss: 0.0311824 | val_loss: 0.0311785 | Time: 1367.43 ms [2021-09-04 12:54:58 main:574] : INFO : Epoch 1550 | loss: 0.0311799 | val_loss: 0.0311808 | Time: 1367.45 ms [2021-09-04 12:54:59 main:574] : INFO : Epoch 1551 | loss: 0.0311822 | val_loss: 0.0311861 | Time: 1365.94 ms [2021-09-04 12:55:00 main:574] : INFO : Epoch 1552 | loss: 0.0311834 | val_loss: 0.0311788 | Time: 1368.49 ms [2021-09-04 12:55:02 main:574] : INFO : Epoch 1553 | loss: 0.0311779 | val_loss: 0.0311754 | Time: 1369.92 ms [2021-09-04 12:55:03 main:574] : INFO : Epoch 1554 | loss: 0.0311755 | val_loss: 0.0311747 | Time: 1372.42 ms [2021-09-04 12:55:04 main:574] : INFO : Epoch 1555 | loss: 0.031175 | val_loss: 0.0311751 | Time: 1370.05 ms [2021-09-04 12:55:06 main:574] : INFO : Epoch 1556 | loss: 0.031176 | val_loss: 0.0311768 | Time: 1371.16 ms [2021-09-04 12:55:07 main:574] : INFO : Epoch 1557 | loss: 0.0311732 | val_loss: 0.0311741 | Time: 1371 ms [2021-09-04 12:55:09 main:574] : INFO : Epoch 1558 | loss: 0.031174 | val_loss: 0.0311736 | Time: 1371.58 ms [2021-09-04 12:55:10 main:574] : INFO : Epoch 1559 | loss: 0.0311735 | val_loss: 0.0311754 | Time: 1372.37 ms [2021-09-04 12:55:11 main:574] : INFO : Epoch 1560 | loss: 0.0311718 | val_loss: 0.0311743 | Time: 1373.38 ms [2021-09-04 12:55:13 main:574] : INFO : Epoch 1561 | loss: 0.03117 | val_loss: 0.0311737 | Time: 1372.97 ms [2021-09-04 12:55:14 main:574] : INFO : Epoch 1562 | loss: 0.0311689 | val_loss: 0.0311722 | Time: 1369.73 ms [2021-09-04 12:55:16 main:574] : INFO : Epoch 1563 | loss: 0.0311674 | val_loss: 0.0311761 | Time: 1367.81 ms [2021-09-04 12:55:17 main:574] : INFO : Epoch 1564 | loss: 0.0311686 | val_loss: 0.0311691 | Time: 1372.3 ms [2021-09-04 12:55:18 main:574] : INFO : Epoch 1565 | loss: 0.0311647 | val_loss: 0.0311694 | Time: 1371.34 ms [2021-09-04 12:55:20 main:574] : INFO : Epoch 1566 | loss: 0.0311671 | val_loss: 0.0311712 | Time: 1374.64 ms [2021-09-04 12:55:21 main:574] : INFO : Epoch 1567 | loss: 0.0311658 | val_loss: 0.031171 | Time: 1372.29 ms [2021-09-04 12:55:23 main:574] : INFO : Epoch 1568 | loss: 0.0311635 | val_loss: 0.0311685 | Time: 1373.02 ms [2021-09-04 12:55:24 main:574] : INFO : Epoch 1569 | loss: 0.0311651 | val_loss: 0.0311706 | Time: 1370.9 ms [2021-09-04 12:55:25 main:574] : INFO : Epoch 1570 | loss: 0.0311629 | val_loss: 0.0311695 | Time: 1372.87 ms [2021-09-04 12:55:27 main:574] : INFO : Epoch 1571 | loss: 0.0311621 | val_loss: 0.0311681 | Time: 1369.37 ms [2021-09-04 12:55:28 main:574] : INFO : Epoch 1572 | loss: 0.0311624 | val_loss: 0.0311672 | Time: 1373.14 ms [2021-09-04 12:55:30 main:574] : INFO : Epoch 1573 | loss: 0.0311646 | val_loss: 0.0311807 | Time: 1373.81 ms [2021-09-04 12:55:31 main:574] : INFO : Epoch 1574 | loss: 0.0311685 | val_loss: 0.0311768 | Time: 1374.96 ms [2021-09-04 12:55:32 main:574] : INFO : Epoch 1575 | loss: 0.0311631 | val_loss: 0.0311714 | Time: 1377.77 ms [2021-09-04 12:55:34 main:574] : INFO : Epoch 1576 | loss: 0.0311618 | val_loss: 0.0311737 | Time: 1373.5 ms [2021-09-04 12:55:35 main:574] : INFO : Epoch 1577 | loss: 0.0311622 | val_loss: 0.0311707 | Time: 1373.43 ms [2021-09-04 12:55:37 main:574] : INFO : Epoch 1578 | loss: 0.0311626 | val_loss: 0.031175 | Time: 1377.22 ms [2021-09-04 12:55:38 main:574] : INFO : Epoch 1579 | loss: 0.0311602 | val_loss: 0.0311673 | Time: 1378.85 ms [2021-09-04 12:55:39 main:574] : INFO : Epoch 1580 | loss: 0.0311582 | val_loss: 0.0311706 | Time: 1379.16 ms [2021-09-04 12:55:41 main:574] : INFO : Epoch 1581 | loss: 0.0311583 | val_loss: 0.0311727 | Time: 1374.92 ms [2021-09-04 12:55:42 main:574] : INFO : Epoch 1582 | loss: 0.0311585 | val_loss: 0.0311679 | Time: 1377.84 ms [2021-09-04 12:55:44 main:574] : INFO : Epoch 1583 | loss: 0.0311554 | val_loss: 0.0311723 | Time: 1376.26 ms [2021-09-04 12:55:45 main:574] : INFO : Epoch 1584 | loss: 0.0311548 | val_loss: 0.031167 | Time: 1377.14 ms [2021-09-04 12:55:46 main:574] : INFO : Epoch 1585 | loss: 0.0311544 | val_loss: 0.0311672 | Time: 1386.79 ms [2021-09-04 12:55:48 main:574] : INFO : Epoch 1586 | loss: 0.0311591 | val_loss: 0.0311693 | Time: 1377.11 ms [2021-09-04 12:55:49 main:574] : INFO : Epoch 1587 | loss: 0.031158 | val_loss: 0.0311679 | Time: 1377.97 ms [2021-09-04 12:55:51 main:574] : INFO : Epoch 1588 | loss: 0.0311581 | val_loss: 0.031172 | Time: 1375.41 ms [2021-09-04 12:55:52 main:574] : INFO : Epoch 1589 | loss: 0.0311579 | val_loss: 0.0311781 | Time: 1375.72 ms [2021-09-04 12:55:53 main:574] : INFO : Epoch 1590 | loss: 0.0311605 | val_loss: 0.0311779 | Time: 1372.35 ms [2021-09-04 12:55:55 main:574] : INFO : Epoch 1591 | loss: 0.0311549 | val_loss: 0.031168 | Time: 1373.69 ms [2021-09-04 12:55:56 main:574] : INFO : Epoch 1592 | loss: 0.0311528 | val_loss: 0.0311685 | Time: 1376.52 ms [2021-09-04 12:55:58 main:574] : INFO : Epoch 1593 | loss: 0.0311516 | val_loss: 0.031167 | Time: 1375.01 ms [2021-09-04 12:55:59 main:574] : INFO : Epoch 1594 | loss: 0.0311505 | val_loss: 0.0311665 | Time: 1371.05 ms [2021-09-04 12:56:00 main:574] : INFO : Epoch 1595 | loss: 0.0311496 | val_loss: 0.0311678 | Time: 1375.06 ms [2021-09-04 12:56:02 main:574] : INFO : Epoch 1596 | loss: 0.0311496 | val_loss: 0.031169 | Time: 1370.47 ms [2021-09-04 12:56:03 main:574] : INFO : Epoch 1597 | loss: 0.0311509 | val_loss: 0.0311651 | Time: 1373.32 ms [2021-09-04 12:56:05 main:574] : INFO : Epoch 1598 | loss: 0.0311499 | val_loss: 0.0311655 | Time: 1377.28 ms [2021-09-04 12:56:06 main:574] : INFO : Epoch 1599 | loss: 0.0311486 | val_loss: 0.0311681 | Time: 1370.36 ms [2021-09-04 12:56:07 main:574] : INFO : Epoch 1600 | loss: 0.0311486 | val_loss: 0.0311695 | Time: 1376.13 ms [2021-09-04 12:56:09 main:574] : INFO : Epoch 1601 | loss: 0.0311479 | val_loss: 0.031168 | Time: 1377.5 ms [2021-09-04 12:56:10 main:574] : INFO : Epoch 1602 | loss: 0.0311524 | val_loss: 0.0311647 | Time: 1374.5 ms [2021-09-04 12:56:12 main:574] : INFO : Epoch 1603 | loss: 0.0311484 | val_loss: 0.0311648 | Time: 1374.25 ms [2021-09-04 12:56:13 main:574] : INFO : Epoch 1604 | loss: 0.0311478 | val_loss: 0.0311644 | Time: 1371.16 ms [2021-09-04 12:56:14 main:574] : INFO : Epoch 1605 | loss: 0.0311472 | val_loss: 0.0311661 | Time: 1373.79 ms [2021-09-04 12:56:16 main:574] : INFO : Epoch 1606 | loss: 0.0311489 | val_loss: 0.0311677 | Time: 1370.38 ms [2021-09-04 12:56:17 main:574] : INFO : Epoch 1607 | loss: 0.0311473 | val_loss: 0.0311739 | Time: 1378.45 ms [2021-09-04 12:56:18 main:574] : INFO : Epoch 1608 | loss: 0.0311523 | val_loss: 0.0311707 | Time: 1375.1 ms [2021-09-04 12:56:20 main:574] : INFO : Epoch 1609 | loss: 0.0311512 | val_loss: 0.0311683 | Time: 1375.35 ms [2021-09-04 12:56:21 main:574] : INFO : Epoch 1610 | loss: 0.0311463 | val_loss: 0.0311683 | Time: 1378.52 ms [2021-09-04 12:56:23 main:574] : INFO : Epoch 1611 | loss: 0.0311447 | val_loss: 0.0311687 | Time: 1376.78 ms [2021-09-04 12:56:24 main:574] : INFO : Epoch 1612 | loss: 0.031143 | val_loss: 0.031165 | Time: 1377.25 ms [2021-09-04 12:56:25 main:574] : INFO : Epoch 1613 | loss: 0.0311424 | val_loss: 0.0311628 | Time: 1377.29 ms [2021-09-04 12:56:27 main:574] : INFO : Epoch 1614 | loss: 0.0311439 | val_loss: 0.0311665 | Time: 1372.04 ms [2021-09-04 12:56:28 main:574] : INFO : Epoch 1615 | loss: 0.0311436 | val_loss: 0.031169 | Time: 1374.55 ms [2021-09-04 12:56:30 main:574] : INFO : Epoch 1616 | loss: 0.0311454 | val_loss: 0.0311655 | Time: 1377.3 ms [2021-09-04 12:56:31 main:574] : INFO : Epoch 1617 | loss: 0.031145 | val_loss: 0.0311662 | Time: 1373.42 ms [2021-09-04 12:56:32 main:574] : INFO : Epoch 1618 | loss: 0.0311443 | val_loss: 0.0311655 | Time: 1376.01 ms [2021-09-04 12:56:34 main:574] : INFO : Epoch 1619 | loss: 0.0311443 | val_loss: 0.0311655 | Time: 1374.59 ms [2021-09-04 12:56:35 main:574] : INFO : Epoch 1620 | loss: 0.0311445 | val_loss: 0.0311661 | Time: 1379.35 ms [2021-09-04 12:56:37 main:574] : INFO : Epoch 1621 | loss: 0.0311426 | val_loss: 0.031167 | Time: 1375.88 ms [2021-09-04 12:56:38 main:574] : INFO : Epoch 1622 | loss: 0.0311421 | val_loss: 0.0311665 | Time: 1378.91 ms [2021-09-04 12:56:39 main:574] : INFO : Epoch 1623 | loss: 0.0311425 | val_loss: 0.0311656 | Time: 1373.76 ms [2021-09-04 12:56:41 main:574] : INFO : Epoch 1624 | loss: 0.0311418 | val_loss: 0.0311649 | Time: 1380.33 ms [2021-09-04 12:56:42 main:574] : INFO : Epoch 1625 | loss: 0.0311431 | val_loss: 0.0311708 | Time: 1385.89 ms [2021-09-04 12:56:44 main:574] : INFO : Epoch 1626 | loss: 0.0311458 | val_loss: 0.0311718 | Time: 1376.87 ms [2021-09-04 12:56:45 main:574] : INFO : Epoch 1627 | loss: 0.0311445 | val_loss: 0.0311697 | Time: 1377.15 ms [2021-09-04 12:56:46 main:574] : INFO : Epoch 1628 | loss: 0.0311421 | val_loss: 0.0311654 | Time: 1377.31 ms [2021-09-04 12:56:48 main:574] : INFO : Epoch 1629 | loss: 0.0311403 | val_loss: 0.0311678 | Time: 1421.43 ms [2021-09-04 12:56:49 main:574] : INFO : Epoch 1630 | loss: 0.0311406 | val_loss: 0.0311767 | Time: 1404.59 ms [2021-09-04 12:56:51 main:574] : INFO : Epoch 1631 | loss: 0.0311413 | val_loss: 0.0311734 | Time: 1387.18 ms [2021-09-04 12:56:52 main:574] : INFO : Epoch 1632 | loss: 0.0311378 | val_loss: 0.0311672 | Time: 1385 ms [2021-09-04 12:56:54 main:574] : INFO : Epoch 1633 | loss: 0.0311361 | val_loss: 0.0311706 | Time: 1392.43 ms [2021-09-04 12:56:55 main:574] : INFO : Epoch 1634 | loss: 0.0311387 | val_loss: 0.0311724 | Time: 1388.33 ms [2021-09-04 12:56:56 main:574] : INFO : Epoch 1635 | loss: 0.0311385 | val_loss: 0.0311676 | Time: 1386.22 ms [2021-09-04 12:56:58 main:574] : INFO : Epoch 1636 | loss: 0.0311413 | val_loss: 0.0311714 | Time: 1388.34 ms [2021-09-04 12:56:59 main:574] : INFO : Epoch 1637 | loss: 0.0311461 | val_loss: 0.0311661 | Time: 1387.26 ms [2021-09-04 12:57:01 main:574] : INFO : Epoch 1638 | loss: 0.0311463 | val_loss: 0.0311679 | Time: 1390.77 ms [2021-09-04 12:57:02 main:574] : INFO : Epoch 1639 | loss: 0.0311468 | val_loss: 0.0311696 | Time: 1384.86 ms [2021-09-04 12:57:03 main:574] : INFO : Epoch 1640 | loss: 0.0311433 | val_loss: 0.0311674 | Time: 1389.62 ms [2021-09-04 12:57:05 main:574] : INFO : Epoch 1641 | loss: 0.0311412 | val_loss: 0.0311732 | Time: 1386.96 ms [2021-09-04 12:57:06 main:574] : INFO : Epoch 1642 | loss: 0.0311422 | val_loss: 0.0311686 | Time: 1386.34 ms [2021-09-04 12:57:08 main:574] : INFO : Epoch 1643 | loss: 0.0311426 | val_loss: 0.0311682 | Time: 1389.41 ms [2021-09-04 12:57:09 main:574] : INFO : Epoch 1644 | loss: 0.031141 | val_loss: 0.0311702 | Time: 1387.83 ms [2021-09-04 12:57:10 main:574] : INFO : Epoch 1645 | loss: 0.0311388 | val_loss: 0.0311728 | Time: 1388.93 ms [2021-09-04 12:57:12 main:574] : INFO : Epoch 1646 | loss: 0.0311418 | val_loss: 0.031167 | Time: 1475.09 ms [2021-09-04 12:57:13 main:574] : INFO : Epoch 1647 | loss: 0.0311397 | val_loss: 0.0311689 | Time: 1389.06 ms [2021-09-04 12:57:15 main:574] : INFO : Epoch 1648 | loss: 0.0311426 | val_loss: 0.0311702 | Time: 1386.37 ms [2021-09-04 12:57:16 main:574] : INFO : Epoch 1649 | loss: 0.0311398 | val_loss: 0.0311704 | Time: 1389.81 ms [2021-09-04 12:57:18 main:574] : INFO : Epoch 1650 | loss: 0.0311427 | val_loss: 0.0311687 | Time: 1390.32 ms [2021-09-04 12:57:19 main:574] : INFO : Epoch 1651 | loss: 0.0311375 | val_loss: 0.0311671 | Time: 1388.49 ms [2021-09-04 12:57:20 main:574] : INFO : Epoch 1652 | loss: 0.0311375 | val_loss: 0.0311735 | Time: 1386.46 ms [2021-09-04 12:57:22 main:574] : INFO : Epoch 1653 | loss: 0.0311387 | val_loss: 0.0311746 | Time: 1391.74 ms [2021-09-04 12:57:23 main:574] : INFO : Epoch 1654 | loss: 0.0311393 | val_loss: 0.0311684 | Time: 1389.42 ms [2021-09-04 12:57:25 main:574] : INFO : Epoch 1655 | loss: 0.031136 | val_loss: 0.0311714 | Time: 1386.54 ms [2021-09-04 12:57:26 main:574] : INFO : Epoch 1656 | loss: 0.031137 | val_loss: 0.0311689 | Time: 1387.3 ms [2021-09-04 12:57:27 main:574] : INFO : Epoch 1657 | loss: 0.031139 | val_loss: 0.0311716 | Time: 1391.19 ms [2021-09-04 12:57:29 main:574] : INFO : Epoch 1658 | loss: 0.031138 | val_loss: 0.0311685 | Time: 1385.09 ms [2021-09-04 12:57:30 main:574] : INFO : Epoch 1659 | loss: 0.0311371 | val_loss: 0.0311709 | Time: 1384.82 ms [2021-09-04 12:57:32 main:574] : INFO : Epoch 1660 | loss: 0.031136 | val_loss: 0.0311684 | Time: 1386.32 ms [2021-09-04 12:57:33 main:574] : INFO : Epoch 1661 | loss: 0.0311359 | val_loss: 0.0311689 | Time: 1389.26 ms [2021-09-04 12:57:35 main:574] : INFO : Epoch 1662 | loss: 0.0311362 | val_loss: 0.0311693 | Time: 1390.78 ms [2021-09-04 12:57:36 main:574] : INFO : Epoch 1663 | loss: 0.0311374 | val_loss: 0.0311738 | Time: 1387.84 ms [2021-09-04 12:57:37 main:574] : INFO : Epoch 1664 | loss: 0.0311347 | val_loss: 0.0311692 | Time: 1389.48 ms [2021-09-04 12:57:39 main:574] : INFO : Epoch 1665 | loss: 0.0311339 | val_loss: 0.0311699 | Time: 1387.68 ms [2021-09-04 12:57:40 main:574] : INFO : Epoch 1666 | loss: 0.0311333 | val_loss: 0.0311689 | Time: 1388.58 ms [2021-09-04 12:57:42 main:574] : INFO : Epoch 1667 | loss: 0.0311355 | val_loss: 0.0311754 | Time: 1388.1 ms [2021-09-04 12:57:43 main:574] : INFO : Epoch 1668 | loss: 0.0311394 | val_loss: 0.0311689 | Time: 1391.53 ms [2021-09-04 12:57:44 main:574] : INFO : Epoch 1669 | loss: 0.0311401 | val_loss: 0.0311667 | Time: 1389.22 ms [2021-09-04 12:57:46 main:574] : INFO : Epoch 1670 | loss: 0.0311383 | val_loss: 0.0311699 | Time: 1387.36 ms [2021-09-04 12:57:47 main:574] : INFO : Epoch 1671 | loss: 0.0311361 | val_loss: 0.0311727 | Time: 1389.35 ms [2021-09-04 12:57:49 main:574] : INFO : Epoch 1672 | loss: 0.0311367 | val_loss: 0.0311671 | Time: 1390.9 ms [2021-09-04 12:57:50 main:574] : INFO : Epoch 1673 | loss: 0.0311329 | val_loss: 0.031172 | Time: 1391.19 ms [2021-09-04 12:57:51 main:574] : INFO : Epoch 1674 | loss: 0.0311315 | val_loss: 0.0311709 | Time: 1388.62 ms [2021-09-04 12:57:53 main:574] : INFO : Epoch 1675 | loss: 0.0311319 | val_loss: 0.0311771 | Time: 1383.77 ms [2021-09-04 12:57:54 main:574] : INFO : Epoch 1676 | loss: 0.031135 | val_loss: 0.0311694 | Time: 1392.73 ms [2021-09-04 12:57:56 main:574] : INFO : Epoch 1677 | loss: 0.0311344 | val_loss: 0.0311682 | Time: 1388.84 ms [2021-09-04 12:57:57 main:574] : INFO : Epoch 1678 | loss: 0.0311352 | val_loss: 0.0311742 | Time: 1390.6 ms [2021-09-04 12:57:59 main:574] : INFO : Epoch 1679 | loss: 0.0311338 | val_loss: 0.0311681 | Time: 1389.7 ms [2021-09-04 12:58:00 main:574] : INFO : Epoch 1680 | loss: 0.0311363 | val_loss: 0.0311729 | Time: 1386.59 ms [2021-09-04 12:58:01 main:574] : INFO : Epoch 1681 | loss: 0.0311408 | val_loss: 0.03117 | Time: 1385.96 ms [2021-09-04 12:58:03 main:574] : INFO : Epoch 1682 | loss: 0.031144 | val_loss: 0.0311825 | Time: 1388.36 ms [2021-09-04 12:58:04 main:574] : INFO : Epoch 1683 | loss: 0.0311455 | val_loss: 0.0311671 | Time: 1384.42 ms [2021-09-04 12:58:06 main:574] : INFO : Epoch 1684 | loss: 0.031139 | val_loss: 0.0311712 | Time: 1388.42 ms [2021-09-04 12:58:07 main:574] : INFO : Epoch 1685 | loss: 0.0311356 | val_loss: 0.0311684 | Time: 1388.65 ms [2021-09-04 12:58:08 main:574] : INFO : Epoch 1686 | loss: 0.0311349 | val_loss: 0.0311727 | Time: 1388.45 ms [2021-09-04 12:58:10 main:574] : INFO : Epoch 1687 | loss: 0.0311338 | val_loss: 0.0311712 | Time: 1390.2 ms [2021-09-04 12:58:11 main:574] : INFO : Epoch 1688 | loss: 0.0311334 | val_loss: 0.0311696 | Time: 1384.16 ms [2021-09-04 12:58:13 main:574] : INFO : Epoch 1689 | loss: 0.0311322 | val_loss: 0.0311672 | Time: 1390.39 ms [2021-09-04 12:58:14 main:574] : INFO : Epoch 1690 | loss: 0.031131 | val_loss: 0.0311687 | Time: 1390.85 ms [2021-09-04 12:58:15 main:574] : INFO : Epoch 1691 | loss: 0.0311311 | val_loss: 0.0311691 | Time: 1388.02 ms [2021-09-04 12:58:17 main:574] : INFO : Epoch 1692 | loss: 0.0311301 | val_loss: 0.0311745 | Time: 1391.4 ms [2021-09-04 12:58:18 main:574] : INFO : Epoch 1693 | loss: 0.031133 | val_loss: 0.0311687 | Time: 1386.97 ms [2021-09-04 12:58:20 main:574] : INFO : Epoch 1694 | loss: 0.031133 | val_loss: 0.0311706 | Time: 1385.72 ms [2021-09-04 12:58:21 main:574] : INFO : Epoch 1695 | loss: 0.0311294 | val_loss: 0.0311696 | Time: 1390.55 ms [2021-09-04 12:58:23 main:574] : INFO : Epoch 1696 | loss: 0.0311282 | val_loss: 0.031168 | Time: 1385.45 ms [2021-09-04 12:58:24 main:574] : INFO : Epoch 1697 | loss: 0.0311316 | val_loss: 0.0311733 | Time: 1385.94 ms [2021-09-04 12:58:25 main:574] : INFO : Epoch 1698 | loss: 0.031128 | val_loss: 0.031174 | Time: 1394.57 ms [2021-09-04 12:58:27 main:574] : INFO : Epoch 1699 | loss: 0.0311276 | val_loss: 0.0311697 | Time: 1386.39 ms [2021-09-04 12:58:28 main:574] : INFO : Epoch 1700 | loss: 0.0311291 | val_loss: 0.0311658 | Time: 1387.85 ms [2021-09-04 12:58:30 main:574] : INFO : Epoch 1701 | loss: 0.0311298 | val_loss: 0.0311762 | Time: 1390.53 ms [2021-09-04 12:58:31 main:574] : INFO : Epoch 1702 | loss: 0.0311366 | val_loss: 0.0311908 | Time: 1391.68 ms [2021-09-04 12:58:32 main:574] : INFO : Epoch 1703 | loss: 0.0313023 | val_loss: 0.0321284 | Time: 1388.51 ms [2021-09-04 12:58:34 main:574] : INFO : Epoch 1704 | loss: 0.036788 | val_loss: 0.033305 | Time: 1387.09 ms [2021-09-04 12:58:35 main:574] : INFO : Epoch 1705 | loss: 0.0317797 | val_loss: 0.0314969 | Time: 1388.59 ms [2021-09-04 12:58:37 main:574] : INFO : Epoch 1706 | loss: 0.0313316 | val_loss: 0.0312742 | Time: 1387.56 ms [2021-09-04 12:58:38 main:574] : INFO : Epoch 1707 | loss: 0.0312524 | val_loss: 0.0312367 | Time: 1388.84 ms [2021-09-04 12:58:39 main:574] : INFO : Epoch 1708 | loss: 0.031232 | val_loss: 0.0312266 | Time: 1388.05 ms [2021-09-04 12:58:41 main:574] : INFO : Epoch 1709 | loss: 0.0312201 | val_loss: 0.0312135 | Time: 1388.73 ms [2021-09-04 12:58:42 main:574] : INFO : Epoch 1710 | loss: 0.0312065 | val_loss: 0.0312003 | Time: 1387.39 ms [2021-09-04 12:58:44 main:574] : INFO : Epoch 1711 | loss: 0.0311969 | val_loss: 0.0311945 | Time: 1382.17 ms [2021-09-04 12:58:45 main:574] : INFO : Epoch 1712 | loss: 0.0311935 | val_loss: 0.0311916 | Time: 1387.09 ms [2021-09-04 12:58:46 main:574] : INFO : Epoch 1713 | loss: 0.0311908 | val_loss: 0.0311955 | Time: 1389.29 ms [2021-09-04 12:58:48 main:574] : INFO : Epoch 1714 | loss: 0.0311902 | val_loss: 0.0311921 | Time: 1388.49 ms [2021-09-04 12:58:49 main:574] : INFO : Epoch 1715 | loss: 0.0311876 | val_loss: 0.0311907 | Time: 1390.81 ms [2021-09-04 12:58:51 main:574] : INFO : Epoch 1716 | loss: 0.0311866 | val_loss: 0.0311906 | Time: 1390.99 ms [2021-09-04 12:58:52 main:574] : INFO : Epoch 1717 | loss: 0.0311849 | val_loss: 0.0311874 | Time: 1391.84 ms [2021-09-04 12:58:54 main:574] : INFO : Epoch 1718 | loss: 0.0311825 | val_loss: 0.0311885 | Time: 1390.25 ms [2021-09-04 12:58:55 main:574] : INFO : Epoch 1719 | loss: 0.0311822 | val_loss: 0.0311866 | Time: 1386.6 ms [2021-09-04 12:58:56 main:574] : INFO : Epoch 1720 | loss: 0.0311801 | val_loss: 0.0311839 | Time: 1385.58 ms [2021-09-04 12:58:58 main:574] : INFO : Epoch 1721 | loss: 0.0311786 | val_loss: 0.0311838 | Time: 1387.21 ms [2021-09-04 12:58:59 main:574] : INFO : Epoch 1722 | loss: 0.031177 | val_loss: 0.0311801 | Time: 1462.95 ms [2021-09-04 12:59:01 main:574] : INFO : Epoch 1723 | loss: 0.0311739 | val_loss: 0.0311783 | Time: 1389.32 ms [2021-09-04 12:59:02 main:574] : INFO : Epoch 1724 | loss: 0.0311722 | val_loss: 0.0311787 | Time: 1387.83 ms [2021-09-04 12:59:03 main:574] : INFO : Epoch 1725 | loss: 0.0311713 | val_loss: 0.0311796 | Time: 1390.51 ms [2021-09-04 12:59:05 main:574] : INFO : Epoch 1726 | loss: 0.0311709 | val_loss: 0.0311783 | Time: 1392.48 ms [2021-09-04 12:59:06 main:574] : INFO : Epoch 1727 | loss: 0.031171 | val_loss: 0.0311778 | Time: 1387.12 ms [2021-09-04 12:59:08 main:574] : INFO : Epoch 1728 | loss: 0.0311687 | val_loss: 0.0311774 | Time: 1390.57 ms [2021-09-04 12:59:09 main:574] : INFO : Epoch 1729 | loss: 0.0311683 | val_loss: 0.0311766 | Time: 1389.16 ms [2021-09-04 12:59:11 main:574] : INFO : Epoch 1730 | loss: 0.0311672 | val_loss: 0.0311794 | Time: 1389.79 ms [2021-09-04 12:59:12 main:574] : INFO : Epoch 1731 | loss: 0.0311662 | val_loss: 0.0311758 | Time: 1381.36 ms [2021-09-04 12:59:13 main:574] : INFO : Epoch 1732 | loss: 0.0311647 | val_loss: 0.031173 | Time: 1381.83 ms [2021-09-04 12:59:15 main:574] : INFO : Epoch 1733 | loss: 0.031164 | val_loss: 0.0311717 | Time: 1393.45 ms [2021-09-04 12:59:16 main:574] : INFO : Epoch 1734 | loss: 0.0311623 | val_loss: 0.0311711 | Time: 1392.14 ms [2021-09-04 12:59:18 main:574] : INFO : Epoch 1735 | loss: 0.0311621 | val_loss: 0.0311722 | Time: 1388.11 ms [2021-09-04 12:59:19 main:574] : INFO : Epoch 1736 | loss: 0.0311625 | val_loss: 0.0311692 | Time: 1392.98 ms [2021-09-04 12:59:20 main:574] : INFO : Epoch 1737 | loss: 0.0311604 | val_loss: 0.0311695 | Time: 1388.88 ms [2021-09-04 12:59:22 main:574] : INFO : Epoch 1738 | loss: 0.0311601 | val_loss: 0.0311703 | Time: 1388.11 ms [2021-09-04 12:59:23 main:574] : INFO : Epoch 1739 | loss: 0.0311595 | val_loss: 0.0311688 | Time: 1388.21 ms [2021-09-04 12:59:25 main:574] : INFO : Epoch 1740 | loss: 0.0311578 | val_loss: 0.0311697 | Time: 1393.28 ms [2021-09-04 12:59:26 main:574] : INFO : Epoch 1741 | loss: 0.0311567 | val_loss: 0.0311708 | Time: 1387.83 ms [2021-09-04 12:59:27 main:574] : INFO : Epoch 1742 | loss: 0.0311572 | val_loss: 0.0311696 | Time: 1386.01 ms [2021-09-04 12:59:29 main:574] : INFO : Epoch 1743 | loss: 0.031156 | val_loss: 0.0311698 | Time: 1388.22 ms [2021-09-04 12:59:30 main:574] : INFO : Epoch 1744 | loss: 0.0311556 | val_loss: 0.0311705 | Time: 1387.55 ms [2021-09-04 12:59:32 main:574] : INFO : Epoch 1745 | loss: 0.031156 | val_loss: 0.0311711 | Time: 1391.37 ms [2021-09-04 12:59:33 main:574] : INFO : Epoch 1746 | loss: 0.0311547 | val_loss: 0.0311691 | Time: 1388.37 ms [2021-09-04 12:59:34 main:574] : INFO : Epoch 1747 | loss: 0.0311542 | val_loss: 0.0311674 | Time: 1390.35 ms [2021-09-04 12:59:36 main:574] : INFO : Epoch 1748 | loss: 0.0311533 | val_loss: 0.0311689 | Time: 1393.33 ms [2021-09-04 12:59:37 main:574] : INFO : Epoch 1749 | loss: 0.0311526 | val_loss: 0.031168 | Time: 1385.73 ms [2021-09-04 12:59:39 main:574] : INFO : Epoch 1750 | loss: 0.0311516 | val_loss: 0.0311687 | Time: 1388.58 ms [2021-09-04 12:59:40 main:574] : INFO : Epoch 1751 | loss: 0.0311535 | val_loss: 0.0311703 | Time: 1387.84 ms [2021-09-04 12:59:42 main:574] : INFO : Epoch 1752 | loss: 0.0311523 | val_loss: 0.031171 | Time: 1390.92 ms [2021-09-04 12:59:43 main:574] : INFO : Epoch 1753 | loss: 0.0311529 | val_loss: 0.0311743 | Time: 1390.08 ms [2021-09-04 12:59:44 main:574] : INFO : Epoch 1754 | loss: 0.0311517 | val_loss: 0.0311715 | Time: 1389.93 ms [2021-09-04 12:59:46 main:574] : INFO : Epoch 1755 | loss: 0.0311541 | val_loss: 0.0311676 | Time: 1391.06 ms [2021-09-04 12:59:47 main:574] : INFO : Epoch 1756 | loss: 0.0311527 | val_loss: 0.0311663 | Time: 1390.06 ms [2021-09-04 12:59:49 main:574] : INFO : Epoch 1757 | loss: 0.0311541 | val_loss: 0.0311704 | Time: 1391.72 ms [2021-09-04 12:59:50 main:574] : INFO : Epoch 1758 | loss: 0.0311519 | val_loss: 0.0311726 | Time: 1389.82 ms [2021-09-04 12:59:51 main:574] : INFO : Epoch 1759 | loss: 0.0311523 | val_loss: 0.0311715 | Time: 1384.6 ms [2021-09-04 12:59:53 main:574] : INFO : Epoch 1760 | loss: 0.0311515 | val_loss: 0.0311678 | Time: 1386.61 ms [2021-09-04 12:59:54 main:574] : INFO : Epoch 1761 | loss: 0.0311498 | val_loss: 0.0311686 | Time: 1390.72 ms [2021-09-04 12:59:56 main:574] : INFO : Epoch 1762 | loss: 0.0311499 | val_loss: 0.0311688 | Time: 1391.16 ms [2021-09-04 12:59:57 main:574] : INFO : Epoch 1763 | loss: 0.0311512 | val_loss: 0.0311706 | Time: 1388.43 ms [2021-09-04 12:59:58 main:574] : INFO : Epoch 1764 | loss: 0.0311485 | val_loss: 0.0311688 | Time: 1390.82 ms [2021-09-04 13:00:00 main:574] : INFO : Epoch 1765 | loss: 0.031149 | val_loss: 0.0311659 | Time: 1386.93 ms [2021-09-04 13:00:01 main:574] : INFO : Epoch 1766 | loss: 0.0311511 | val_loss: 0.0311691 | Time: 1388.59 ms [2021-09-04 13:00:03 main:574] : INFO : Epoch 1767 | loss: 0.0311517 | val_loss: 0.031167 | Time: 1387.35 ms [2021-09-04 13:00:04 main:574] : INFO : Epoch 1768 | loss: 0.0311504 | val_loss: 0.0311679 | Time: 1392.33 ms [2021-09-04 13:00:06 main:574] : INFO : Epoch 1769 | loss: 0.0311504 | val_loss: 0.0311692 | Time: 1390.07 ms [2021-09-04 13:00:07 main:574] : INFO : Epoch 1770 | loss: 0.0311489 | val_loss: 0.031167 | Time: 1392.28 ms [2021-09-04 13:00:08 main:574] : INFO : Epoch 1771 | loss: 0.0311476 | val_loss: 0.0311694 | Time: 1385.39 ms [2021-09-04 13:00:10 main:574] : INFO : Epoch 1772 | loss: 0.0311506 | val_loss: 0.0311669 | Time: 1390.22 ms [2021-09-04 13:00:11 main:574] : INFO : Epoch 1773 | loss: 0.0311497 | val_loss: 0.0311658 | Time: 1388.56 ms [2021-09-04 13:00:13 main:574] : INFO : Epoch 1774 | loss: 0.03115 | val_loss: 0.0311649 | Time: 1390.57 ms [2021-09-04 13:00:14 main:574] : INFO : Epoch 1775 | loss: 0.0311486 | val_loss: 0.0311683 | Time: 1388.18 ms [2021-09-04 13:00:15 main:574] : INFO : Epoch 1776 | loss: 0.0311476 | val_loss: 0.0311656 | Time: 1392.49 ms [2021-09-04 13:00:17 main:574] : INFO : Epoch 1777 | loss: 0.0311458 | val_loss: 0.0311716 | Time: 1386.18 ms [2021-09-04 13:00:18 main:574] : INFO : Epoch 1778 | loss: 0.0311516 | val_loss: 0.0311685 | Time: 1405.1 ms [2021-09-04 13:00:20 main:574] : INFO : Epoch 1779 | loss: 0.0311524 | val_loss: 0.0311725 | Time: 1390.92 ms [2021-09-04 13:00:21 main:574] : INFO : Epoch 1780 | loss: 0.0311501 | val_loss: 0.0311696 | Time: 1386.83 ms [2021-09-04 13:00:22 main:574] : INFO : Epoch 1781 | loss: 0.0311476 | val_loss: 0.0311686 | Time: 1389.91 ms [2021-09-04 13:00:24 main:574] : INFO : Epoch 1782 | loss: 0.0311464 | val_loss: 0.0311687 | Time: 1386.91 ms [2021-09-04 13:00:25 main:574] : INFO : Epoch 1783 | loss: 0.0311491 | val_loss: 0.0311684 | Time: 1392.59 ms [2021-09-04 13:00:27 main:574] : INFO : Epoch 1784 | loss: 0.0311486 | val_loss: 0.0311662 | Time: 1388.32 ms [2021-09-04 13:00:28 main:574] : INFO : Epoch 1785 | loss: 0.0311461 | val_loss: 0.0311685 | Time: 1386.27 ms [2021-09-04 13:00:30 main:574] : INFO : Epoch 1786 | loss: 0.031145 | val_loss: 0.0311645 | Time: 1387.35 ms [2021-09-04 13:00:31 main:574] : INFO : Epoch 1787 | loss: 0.0311445 | val_loss: 0.0311686 | Time: 1391.04 ms [2021-09-04 13:00:32 main:574] : INFO : Epoch 1788 | loss: 0.0311511 | val_loss: 0.0311703 | Time: 1391.4 ms [2021-09-04 13:00:34 main:574] : INFO : Epoch 1789 | loss: 0.0311525 | val_loss: 0.0311684 | Time: 1390.14 ms [2021-09-04 13:00:35 main:574] : INFO : Epoch 1790 | loss: 0.0311507 | val_loss: 0.0311679 | Time: 1388.1 ms [2021-09-04 13:00:37 main:574] : INFO : Epoch 1791 | loss: 0.0311478 | val_loss: 0.0311659 | Time: 1390.75 ms [2021-09-04 13:00:38 main:574] : INFO : Epoch 1792 | loss: 0.0311478 | val_loss: 0.0311712 | Time: 1388.74 ms [2021-09-04 13:00:39 main:574] : INFO : Epoch 1793 | loss: 0.0311493 | val_loss: 0.0311642 | Time: 1388.64 ms [2021-09-04 13:00:41 main:574] : INFO : Epoch 1794 | loss: 0.0311477 | val_loss: 0.0311701 | Time: 1389.04 ms [2021-09-04 13:00:42 main:574] : INFO : Epoch 1795 | loss: 0.0311487 | val_loss: 0.0311661 | Time: 1390.19 ms [2021-09-04 13:00:44 main:574] : INFO : Epoch 1796 | loss: 0.0311475 | val_loss: 0.031163 | Time: 1387.91 ms [2021-09-04 13:00:45 main:574] : INFO : Epoch 1797 | loss: 0.0311447 | val_loss: 0.0311654 | Time: 1391.78 ms [2021-09-04 13:00:46 main:574] : INFO : Epoch 1798 | loss: 0.0311439 | val_loss: 0.0311676 | Time: 1389.55 ms [2021-09-04 13:00:48 main:574] : INFO : Epoch 1799 | loss: 0.0311432 | val_loss: 0.0311659 | Time: 1388.25 ms [2021-09-04 13:00:49 main:574] : INFO : Epoch 1800 | loss: 0.0311443 | val_loss: 0.0311742 | Time: 1391.67 ms [2021-09-04 13:00:51 main:574] : INFO : Epoch 1801 | loss: 0.0311467 | val_loss: 0.0311694 | Time: 1389.73 ms [2021-09-04 13:00:52 main:574] : INFO : Epoch 1802 | loss: 0.0311452 | val_loss: 0.0311682 | Time: 1391.45 ms [2021-09-04 13:00:54 main:574] : INFO : Epoch 1803 | loss: 0.0311438 | val_loss: 0.0311664 | Time: 1387.23 ms [2021-09-04 13:00:55 main:574] : INFO : Epoch 1804 | loss: 0.0311435 | val_loss: 0.0311738 | Time: 1387.79 ms [2021-09-04 13:00:56 main:574] : INFO : Epoch 1805 | loss: 0.0311463 | val_loss: 0.0311676 | Time: 1395.09 ms [2021-09-04 13:00:58 main:574] : INFO : Epoch 1806 | loss: 0.0311498 | val_loss: 0.0311636 | Time: 1388.69 ms [2021-09-04 13:00:59 main:574] : INFO : Epoch 1807 | loss: 0.0311499 | val_loss: 0.0311616 | Time: 1388.07 ms [2021-09-04 13:01:01 main:574] : INFO : Epoch 1808 | loss: 0.0311505 | val_loss: 0.0311655 | Time: 1383.25 ms [2021-09-04 13:01:02 main:574] : INFO : Epoch 1809 | loss: 0.0311489 | val_loss: 0.0311652 | Time: 1390.84 ms [2021-09-04 13:01:03 main:574] : INFO : Epoch 1810 | loss: 0.0311479 | val_loss: 0.0311671 | Time: 1389.53 ms [2021-09-04 13:01:05 main:574] : INFO : Epoch 1811 | loss: 0.0311475 | val_loss: 0.0311647 | Time: 1394.19 ms [2021-09-04 13:01:06 main:574] : INFO : Epoch 1812 | loss: 0.0311475 | val_loss: 0.031165 | Time: 1392.46 ms [2021-09-04 13:01:08 main:574] : INFO : Epoch 1813 | loss: 0.0311472 | val_loss: 0.0311623 | Time: 1390.63 ms [2021-09-04 13:01:09 main:574] : INFO : Epoch 1814 | loss: 0.0311497 | val_loss: 0.0311617 | Time: 1386.24 ms [2021-09-04 13:01:10 main:574] : INFO : Epoch 1815 | loss: 0.031145 | val_loss: 0.0311653 | Time: 1385.33 ms [2021-09-04 13:01:12 main:574] : INFO : Epoch 1816 | loss: 0.0311437 | val_loss: 0.0311636 | Time: 1387.26 ms [2021-09-04 13:01:13 main:574] : INFO : Epoch 1817 | loss: 0.0311422 | val_loss: 0.0311641 | Time: 1392.75 ms [2021-09-04 13:01:15 main:574] : INFO : Epoch 1818 | loss: 0.0311423 | val_loss: 0.0311621 | Time: 1388.59 ms [2021-09-04 13:01:16 main:574] : INFO : Epoch 1819 | loss: 0.0311402 | val_loss: 0.0311629 | Time: 1387.65 ms [2021-09-04 13:01:17 main:574] : INFO : Epoch 1820 | loss: 0.0311398 | val_loss: 0.0311627 | Time: 1385.26 ms [2021-09-04 13:01:19 main:574] : INFO : Epoch 1821 | loss: 0.0311407 | val_loss: 0.0311634 | Time: 1388.52 ms [2021-09-04 13:01:20 main:574] : INFO : Epoch 1822 | loss: 0.03114 | val_loss: 0.0311644 | Time: 1408.92 ms [2021-09-04 13:01:22 main:574] : INFO : Epoch 1823 | loss: 0.031142 | val_loss: 0.0311676 | Time: 1385.97 ms [2021-09-04 13:01:23 main:574] : INFO : Epoch 1824 | loss: 0.0311429 | val_loss: 0.031168 | Time: 1387.67 ms [2021-09-04 13:01:25 main:574] : INFO : Epoch 1825 | loss: 0.0311459 | val_loss: 0.0311625 | Time: 1387.09 ms [2021-09-04 13:01:26 main:574] : INFO : Epoch 1826 | loss: 0.0311464 | val_loss: 0.031166 | Time: 1387.3 ms [2021-09-04 13:01:27 main:574] : INFO : Epoch 1827 | loss: 0.0311449 | val_loss: 0.0311663 | Time: 1388.3 ms [2021-09-04 13:01:29 main:574] : INFO : Epoch 1828 | loss: 0.0311434 | val_loss: 0.0311629 | Time: 1387.19 ms [2021-09-04 13:01:30 main:574] : INFO : Epoch 1829 | loss: 0.0311433 | val_loss: 0.0311672 | Time: 1386.2 ms [2021-09-04 13:01:32 main:574] : INFO : Epoch 1830 | loss: 0.0311439 | val_loss: 0.0311667 | Time: 1387.34 ms [2021-09-04 13:01:33 main:574] : INFO : Epoch 1831 | loss: 0.0311431 | val_loss: 0.0311632 | Time: 1384.14 ms [2021-09-04 13:01:34 main:574] : INFO : Epoch 1832 | loss: 0.0311425 | val_loss: 0.031164 | Time: 1389.09 ms [2021-09-04 13:01:36 main:574] : INFO : Epoch 1833 | loss: 0.0311416 | val_loss: 0.0311648 | Time: 1391.12 ms [2021-09-04 13:01:37 main:574] : INFO : Epoch 1834 | loss: 0.0311401 | val_loss: 0.0311642 | Time: 1387.29 ms [2021-09-04 13:01:39 main:574] : INFO : Epoch 1835 | loss: 0.0311399 | val_loss: 0.0311657 | Time: 1389.66 ms [2021-09-04 13:01:40 main:574] : INFO : Epoch 1836 | loss: 0.0311403 | val_loss: 0.0311676 | Time: 1389.58 ms [2021-09-04 13:01:42 main:574] : INFO : Epoch 1837 | loss: 0.0311401 | val_loss: 0.0311676 | Time: 1384.99 ms [2021-09-04 13:01:43 main:574] : INFO : Epoch 1838 | loss: 0.0311408 | val_loss: 0.0311627 | Time: 1388.67 ms [2021-09-04 13:01:44 main:574] : INFO : Epoch 1839 | loss: 0.0311424 | val_loss: 0.0311675 | Time: 1383.8 ms [2021-09-04 13:01:46 main:574] : INFO : Epoch 1840 | loss: 0.0311407 | val_loss: 0.0311682 | Time: 1395.2 ms [2021-09-04 13:01:47 main:574] : INFO : Epoch 1841 | loss: 0.0311385 | val_loss: 0.0311659 | Time: 1389.03 ms [2021-09-04 13:01:49 main:574] : INFO : Epoch 1842 | loss: 0.0311392 | val_loss: 0.0311633 | Time: 1388.87 ms [2021-09-04 13:01:50 main:574] : INFO : Epoch 1843 | loss: 0.0311369 | val_loss: 0.0311614 | Time: 1389.07 ms [2021-09-04 13:01:51 main:574] : INFO : Epoch 1844 | loss: 0.031138 | val_loss: 0.0311649 | Time: 1388.92 ms [2021-09-04 13:01:53 main:574] : INFO : Epoch 1845 | loss: 0.0311364 | val_loss: 0.0311635 | Time: 1386.16 ms [2021-09-04 13:01:54 main:574] : INFO : Epoch 1846 | loss: 0.0311364 | val_loss: 0.0311649 | Time: 1387.01 ms [2021-09-04 13:01:56 main:574] : INFO : Epoch 1847 | loss: 0.0311368 | val_loss: 0.0311667 | Time: 1387.69 ms [2021-09-04 13:01:57 main:574] : INFO : Epoch 1848 | loss: 0.0311374 | val_loss: 0.031171 | Time: 1392.61 ms [2021-09-04 13:01:58 main:574] : INFO : Epoch 1849 | loss: 0.0311382 | val_loss: 0.0311642 | Time: 1387.12 ms [2021-09-04 13:02:00 main:574] : INFO : Epoch 1850 | loss: 0.0311357 | val_loss: 0.031164 | Time: 1388.83 ms [2021-09-04 13:02:01 main:574] : INFO : Epoch 1851 | loss: 0.0311385 | val_loss: 0.0311652 | Time: 1386.18 ms [2021-09-04 13:02:03 main:574] : INFO : Epoch 1852 | loss: 0.0311377 | val_loss: 0.031168 | Time: 1387.87 ms [2021-09-04 13:02:04 main:574] : INFO : Epoch 1853 | loss: 0.0311374 | val_loss: 0.0311667 | Time: 1389.7 ms [2021-09-04 13:02:05 main:574] : INFO : Epoch 1854 | loss: 0.0311376 | val_loss: 0.0311633 | Time: 1388.29 ms [2021-09-04 13:02:07 main:574] : INFO : Epoch 1855 | loss: 0.0311381 | val_loss: 0.0311647 | Time: 1389.75 ms [2021-09-04 13:02:08 main:574] : INFO : Epoch 1856 | loss: 0.03114 | val_loss: 0.0311672 | Time: 1387.71 ms [2021-09-04 13:02:10 main:574] : INFO : Epoch 1857 | loss: 0.0311475 | val_loss: 0.0311616 | Time: 1388.16 ms [2021-09-04 13:02:11 main:574] : INFO : Epoch 1858 | loss: 0.0311445 | val_loss: 0.0311626 | Time: 1387.33 ms [2021-09-04 13:02:12 main:574] : INFO : Epoch 1859 | loss: 0.0311418 | val_loss: 0.031166 | Time: 1391.14 ms [2021-09-04 13:02:14 main:574] : INFO : Epoch 1860 | loss: 0.0311384 | val_loss: 0.0311604 | Time: 1393.24 ms [2021-09-04 13:02:15 main:574] : INFO : Epoch 1861 | loss: 0.0311394 | val_loss: 0.0311652 | Time: 1397.75 ms [2021-09-04 13:02:17 main:574] : INFO : Epoch 1862 | loss: 0.0311378 | val_loss: 0.0311668 | Time: 1394.6 ms [2021-09-04 13:02:18 main:574] : INFO : Epoch 1863 | loss: 0.0311397 | val_loss: 0.031167 | Time: 1394.19 ms [2021-09-04 13:02:20 main:574] : INFO : Epoch 1864 | loss: 0.0311433 | val_loss: 0.0311616 | Time: 1391.59 ms [2021-09-04 13:02:21 main:574] : INFO : Epoch 1865 | loss: 0.0311409 | val_loss: 0.0311617 | Time: 1389.97 ms [2021-09-04 13:02:22 main:574] : INFO : Epoch 1866 | loss: 0.0311383 | val_loss: 0.0311668 | Time: 1392.17 ms [2021-09-04 13:02:24 main:574] : INFO : Epoch 1867 | loss: 0.0311399 | val_loss: 0.031164 | Time: 1389.87 ms [2021-09-04 13:02:25 main:574] : INFO : Epoch 1868 | loss: 0.0311385 | val_loss: 0.0311653 | Time: 1389.82 ms [2021-09-04 13:02:27 main:574] : INFO : Epoch 1869 | loss: 0.0311425 | val_loss: 0.031165 | Time: 1383.31 ms [2021-09-04 13:02:28 main:574] : INFO : Epoch 1870 | loss: 0.0311444 | val_loss: 0.0311661 | Time: 1385.71 ms [2021-09-04 13:02:30 main:574] : INFO : Epoch 1871 | loss: 0.0311413 | val_loss: 0.0311635 | Time: 1393.76 ms [2021-09-04 13:02:31 main:574] : INFO : Epoch 1872 | loss: 0.0311434 | val_loss: 0.0311685 | Time: 1391.21 ms [2021-09-04 13:02:32 main:574] : INFO : Epoch 1873 | loss: 0.0311393 | val_loss: 0.0311717 | Time: 1389.94 ms [2021-09-04 13:02:34 main:574] : INFO : Epoch 1874 | loss: 0.0311419 | val_loss: 0.031166 | Time: 1391.97 ms [2021-09-04 13:02:35 main:574] : INFO : Epoch 1875 | loss: 0.0311407 | val_loss: 0.0311686 | Time: 1389.94 ms [2021-09-04 13:02:37 main:574] : INFO : Epoch 1876 | loss: 0.0311391 | val_loss: 0.0311679 | Time: 1390.58 ms [2021-09-04 13:02:38 main:574] : INFO : Epoch 1877 | loss: 0.031137 | val_loss: 0.0311624 | Time: 1386.62 ms [2021-09-04 13:02:39 main:574] : INFO : Epoch 1878 | loss: 0.0311415 | val_loss: 0.0311673 | Time: 1390.9 ms [2021-09-04 13:02:41 main:574] : INFO : Epoch 1879 | loss: 0.0311451 | val_loss: 0.0311667 | Time: 1386.67 ms [2021-09-04 13:02:42 main:574] : INFO : Epoch 1880 | loss: 0.0311416 | val_loss: 0.0311625 | Time: 1389.04 ms [2021-09-04 13:02:44 main:574] : INFO : Epoch 1881 | loss: 0.0311407 | val_loss: 0.031162 | Time: 1393.81 ms [2021-09-04 13:02:45 main:574] : INFO : Epoch 1882 | loss: 0.0311395 | val_loss: 0.0311601 | Time: 1390.83 ms [2021-09-04 13:02:46 main:574] : INFO : Epoch 1883 | loss: 0.0311374 | val_loss: 0.0311616 | Time: 1383.59 ms [2021-09-04 13:02:48 main:574] : INFO : Epoch 1884 | loss: 0.0311371 | val_loss: 0.0311602 | Time: 1389.74 ms [2021-09-04 13:02:49 main:574] : INFO : Epoch 1885 | loss: 0.0311383 | val_loss: 0.0311629 | Time: 1385.66 ms [2021-09-04 13:02:51 main:574] : INFO : Epoch 1886 | loss: 0.0311362 | val_loss: 0.0311613 | Time: 1391.79 ms [2021-09-04 13:02:52 main:574] : INFO : Epoch 1887 | loss: 0.0311351 | val_loss: 0.0311617 | Time: 1387.43 ms [2021-09-04 13:02:54 main:574] : INFO : Epoch 1888 | loss: 0.031135 | val_loss: 0.0311617 | Time: 1387.56 ms [2021-09-04 13:02:55 main:574] : INFO : Epoch 1889 | loss: 0.0311333 | val_loss: 0.0311614 | Time: 1388.03 ms [2021-09-04 13:02:56 main:574] : INFO : Epoch 1890 | loss: 0.0311322 | val_loss: 0.0311644 | Time: 1392.75 ms [2021-09-04 13:02:58 main:574] : INFO : Epoch 1891 | loss: 0.0311369 | val_loss: 0.0311612 | Time: 1388.82 ms [2021-09-04 13:02:59 main:574] : INFO : Epoch 1892 | loss: 0.0311374 | val_loss: 0.0311649 | Time: 1388.66 ms [2021-09-04 13:03:01 main:574] : INFO : Epoch 1893 | loss: 0.0311344 | val_loss: 0.031167 | Time: 1385.66 ms [2021-09-04 13:03:02 main:574] : INFO : Epoch 1894 | loss: 0.0311354 | val_loss: 0.0311636 | Time: 1392.09 ms [2021-09-04 13:03:03 main:574] : INFO : Epoch 1895 | loss: 0.0311336 | val_loss: 0.0311674 | Time: 1391.21 ms [2021-09-04 13:03:05 main:574] : INFO : Epoch 1896 | loss: 0.0311334 | val_loss: 0.0311621 | Time: 1389.52 ms [2021-09-04 13:03:06 main:574] : INFO : Epoch 1897 | loss: 0.0311352 | val_loss: 0.0311668 | Time: 1383.9 ms [2021-09-04 13:03:08 main:574] : INFO : Epoch 1898 | loss: 0.0311325 | val_loss: 0.0311652 | Time: 1391.17 ms [2021-09-04 13:03:09 main:574] : INFO : Epoch 1899 | loss: 0.0311334 | val_loss: 0.0311676 | Time: 1389.28 ms [2021-09-04 13:03:10 main:574] : INFO : Epoch 1900 | loss: 0.0311322 | val_loss: 0.0311657 | Time: 1392.97 ms [2021-09-04 13:03:12 main:574] : INFO : Epoch 1901 | loss: 0.0311302 | val_loss: 0.0311638 | Time: 1388.81 ms [2021-09-04 13:03:13 main:574] : INFO : Epoch 1902 | loss: 0.0311297 | val_loss: 0.0311656 | Time: 1390.48 ms [2021-09-04 13:03:15 main:574] : INFO : Epoch 1903 | loss: 0.0311335 | val_loss: 0.0311679 | Time: 1387.82 ms [2021-09-04 13:03:16 main:574] : INFO : Epoch 1904 | loss: 0.0311299 | val_loss: 0.031167 | Time: 1390.24 ms [2021-09-04 13:03:17 main:574] : INFO : Epoch 1905 | loss: 0.0311366 | val_loss: 0.0311735 | Time: 1387.18 ms [2021-09-04 13:03:19 main:574] : INFO : Epoch 1906 | loss: 0.0311383 | val_loss: 0.031168 | Time: 1390.91 ms [2021-09-04 13:03:20 main:574] : INFO : Epoch 1907 | loss: 0.0311343 | val_loss: 0.0311647 | Time: 1385.4 ms [2021-09-04 13:03:22 main:574] : INFO : Epoch 1908 | loss: 0.0311357 | val_loss: 0.0311643 | Time: 1389.05 ms [2021-09-04 13:03:23 main:574] : INFO : Epoch 1909 | loss: 0.0311331 | val_loss: 0.031167 | Time: 1390.24 ms [2021-09-04 13:03:25 main:574] : INFO : Epoch 1910 | loss: 0.0311329 | val_loss: 0.0311639 | Time: 1392.93 ms [2021-09-04 13:03:26 main:574] : INFO : Epoch 1911 | loss: 0.0311333 | val_loss: 0.031164 | Time: 1451.36 ms [2021-09-04 13:03:27 main:574] : INFO : Epoch 1912 | loss: 0.0311318 | val_loss: 0.0311692 | Time: 1385.79 ms [2021-09-04 13:03:29 main:574] : INFO : Epoch 1913 | loss: 0.031134 | val_loss: 0.0311665 | Time: 1388.57 ms [2021-09-04 13:03:30 main:574] : INFO : Epoch 1914 | loss: 0.0311316 | val_loss: 0.0311668 | Time: 1392.58 ms [2021-09-04 13:03:32 main:574] : INFO : Epoch 1915 | loss: 0.0311353 | val_loss: 0.0311629 | Time: 1391.06 ms [2021-09-04 13:03:33 main:574] : INFO : Epoch 1916 | loss: 0.0311342 | val_loss: 0.031159 | Time: 1387 ms [2021-09-04 13:03:34 main:574] : INFO : Epoch 1917 | loss: 0.0311326 | val_loss: 0.031163 | Time: 1388.13 ms [2021-09-04 13:03:36 main:574] : INFO : Epoch 1918 | loss: 0.0311332 | val_loss: 0.0311639 | Time: 1390.28 ms [2021-09-04 13:03:37 main:574] : INFO : Epoch 1919 | loss: 0.0311362 | val_loss: 0.0311626 | Time: 1390.47 ms [2021-09-04 13:03:39 main:574] : INFO : Epoch 1920 | loss: 0.031134 | val_loss: 0.031162 | Time: 1390.67 ms [2021-09-04 13:03:40 main:574] : INFO : Epoch 1921 | loss: 0.0311319 | val_loss: 0.0311655 | Time: 1402.82 ms [2021-09-04 13:03:42 main:574] : INFO : Epoch 1922 | loss: 0.0311306 | val_loss: 0.0311666 | Time: 1394.21 ms [2021-09-04 13:03:43 main:574] : INFO : Epoch 1923 | loss: 0.0311298 | val_loss: 0.0311656 | Time: 1386.09 ms [2021-09-04 13:03:44 main:574] : INFO : Epoch 1924 | loss: 0.0311319 | val_loss: 0.0311653 | Time: 1387.45 ms [2021-09-04 13:03:46 main:574] : INFO : Epoch 1925 | loss: 0.0311301 | val_loss: 0.0311628 | Time: 1394.82 ms [2021-09-04 13:03:47 main:574] : INFO : Epoch 1926 | loss: 0.0311339 | val_loss: 0.0311663 | Time: 1392.89 ms [2021-09-04 13:03:49 main:574] : INFO : Epoch 1927 | loss: 0.0311305 | val_loss: 0.0311687 | Time: 1386.4 ms [2021-09-04 13:03:50 main:574] : INFO : Epoch 1928 | loss: 0.0311316 | val_loss: 0.0311696 | Time: 1387.19 ms [2021-09-04 13:03:51 main:574] : INFO : Epoch 1929 | loss: 0.0311279 | val_loss: 0.0311668 | Time: 1387.49 ms [2021-09-04 13:03:53 main:574] : INFO : Epoch 1930 | loss: 0.031127 | val_loss: 0.0311662 | Time: 1388.99 ms [2021-09-04 13:03:54 main:574] : INFO : Epoch 1931 | loss: 0.031125 | val_loss: 0.0311694 | Time: 1388.15 ms [2021-09-04 13:03:56 main:574] : INFO : Epoch 1932 | loss: 0.031125 | val_loss: 0.0311659 | Time: 1387.32 ms [2021-09-04 13:03:57 main:574] : INFO : Epoch 1933 | loss: 0.0311269 | val_loss: 0.0311684 | Time: 1383.74 ms [2021-09-04 13:03:58 main:574] : INFO : Epoch 1934 | loss: 0.0311262 | val_loss: 0.0311669 | Time: 1388.93 ms [2021-09-04 13:04:00 main:574] : INFO : Epoch 1935 | loss: 0.0311316 | val_loss: 0.0311695 | Time: 1389.85 ms [2021-09-04 13:04:01 main:574] : INFO : Epoch 1936 | loss: 0.031132 | val_loss: 0.0311688 | Time: 1387.04 ms [2021-09-04 13:04:03 main:574] : INFO : Epoch 1937 | loss: 0.0311309 | val_loss: 0.0311705 | Time: 1387.77 ms [2021-09-04 13:04:04 main:574] : INFO : Epoch 1938 | loss: 0.0311313 | val_loss: 0.0311695 | Time: 1380.45 ms [2021-09-04 13:04:06 main:574] : INFO : Epoch 1939 | loss: 0.0311341 | val_loss: 0.0311628 | Time: 1388.57 ms [2021-09-04 13:04:07 main:574] : INFO : Epoch 1940 | loss: 0.0311386 | val_loss: 0.0311634 | Time: 1390.53 ms [2021-09-04 13:04:08 main:574] : INFO : Epoch 1941 | loss: 0.0311373 | val_loss: 0.0311658 | Time: 1386.97 ms [2021-09-04 13:04:10 main:574] : INFO : Epoch 1942 | loss: 0.0311342 | val_loss: 0.0311637 | Time: 1390.85 ms [2021-09-04 13:04:11 main:574] : INFO : Epoch 1943 | loss: 0.0311329 | val_loss: 0.0311656 | Time: 1386.47 ms [2021-09-04 13:04:13 main:574] : INFO : Epoch 1944 | loss: 0.0311312 | val_loss: 0.0311632 | Time: 1387.27 ms [2021-09-04 13:04:14 main:574] : INFO : Epoch 1945 | loss: 0.0311297 | val_loss: 0.0311682 | Time: 1385.49 ms [2021-09-04 13:04:15 main:574] : INFO : Epoch 1946 | loss: 0.0311295 | val_loss: 0.0311683 | Time: 1391.76 ms [2021-09-04 13:04:17 main:574] : INFO : Epoch 1947 | loss: 0.0311299 | val_loss: 0.0311696 | Time: 1388.31 ms [2021-09-04 13:04:18 main:574] : INFO : Epoch 1948 | loss: 0.0311286 | val_loss: 0.0311686 | Time: 1389.61 ms [2021-09-04 13:04:20 main:574] : INFO : Epoch 1949 | loss: 0.0311278 | val_loss: 0.0311631 | Time: 1384.81 ms [2021-09-04 13:04:21 main:574] : INFO : Epoch 1950 | loss: 0.031134 | val_loss: 0.0311679 | Time: 1387.63 ms [2021-09-04 13:04:22 main:574] : INFO : Epoch 1951 | loss: 0.031131 | val_loss: 0.0311661 | Time: 1388.58 ms [2021-09-04 13:04:24 main:574] : INFO : Epoch 1952 | loss: 0.0311296 | val_loss: 0.0311713 | Time: 1385.02 ms [2021-09-04 13:04:25 main:574] : INFO : Epoch 1953 | loss: 0.0311284 | val_loss: 0.0311664 | Time: 1388.1 ms [2021-09-04 13:04:27 main:574] : INFO : Epoch 1954 | loss: 0.0311344 | val_loss: 0.0311728 | Time: 1386.87 ms [2021-09-04 13:04:28 main:574] : INFO : Epoch 1955 | loss: 0.0311312 | val_loss: 0.0311688 | Time: 1389.78 ms [2021-09-04 13:04:30 main:574] : INFO : Epoch 1956 | loss: 0.0311308 | val_loss: 0.0311681 | Time: 1384.08 ms [2021-09-04 13:04:31 main:574] : INFO : Epoch 1957 | loss: 0.0311309 | val_loss: 0.0311685 | Time: 1386.95 ms [2021-09-04 13:04:32 main:574] : INFO : Epoch 1958 | loss: 0.03113 | val_loss: 0.031172 | Time: 1388.51 ms [2021-09-04 13:04:34 main:574] : INFO : Epoch 1959 | loss: 0.0311289 | val_loss: 0.0311699 | Time: 1388.55 ms [2021-09-04 13:04:35 main:574] : INFO : Epoch 1960 | loss: 0.0311315 | val_loss: 0.0311696 | Time: 1389.84 ms [2021-09-04 13:04:37 main:574] : INFO : Epoch 1961 | loss: 0.0311305 | val_loss: 0.0311791 | Time: 1386.3 ms [2021-09-04 13:04:38 main:574] : INFO : Epoch 1962 | loss: 0.0311307 | val_loss: 0.0311704 | Time: 1388.33 ms [2021-09-04 13:04:39 main:574] : INFO : Epoch 1963 | loss: 0.0311303 | val_loss: 0.031166 | Time: 1385.16 ms [2021-09-04 13:04:41 main:574] : INFO : Epoch 1964 | loss: 0.0311292 | val_loss: 0.0311714 | Time: 1384.17 ms [2021-09-04 13:04:42 main:574] : INFO : Epoch 1965 | loss: 0.0311327 | val_loss: 0.0311691 | Time: 1388.9 ms [2021-09-04 13:04:44 main:574] : INFO : Epoch 1966 | loss: 0.0311316 | val_loss: 0.0311731 | Time: 1386.55 ms [2021-09-04 13:04:45 main:574] : INFO : Epoch 1967 | loss: 0.03113 | val_loss: 0.0311677 | Time: 1386.57 ms [2021-09-04 13:04:46 main:574] : INFO : Epoch 1968 | loss: 0.03113 | val_loss: 0.0311677 | Time: 1389.05 ms [2021-09-04 13:04:48 main:574] : INFO : Epoch 1969 | loss: 0.0311291 | val_loss: 0.0311677 | Time: 1394.5 ms [2021-09-04 13:04:49 main:574] : INFO : Epoch 1970 | loss: 0.0311405 | val_loss: 0.0311681 | Time: 1386.06 ms [2021-09-04 13:04:51 main:574] : INFO : Epoch 1971 | loss: 0.0311372 | val_loss: 0.0311674 | Time: 1388.95 ms [2021-09-04 13:04:52 main:574] : INFO : Epoch 1972 | loss: 0.0311401 | val_loss: 0.0311691 | Time: 1387.16 ms [2021-09-04 13:04:53 main:574] : INFO : Epoch 1973 | loss: 0.0311349 | val_loss: 0.0311645 | Time: 1386.57 ms [2021-09-04 13:04:55 main:574] : INFO : Epoch 1974 | loss: 0.0311355 | val_loss: 0.0311654 | Time: 1389.38 ms [2021-09-04 13:04:56 main:574] : INFO : Epoch 1975 | loss: 0.0311339 | val_loss: 0.0311628 | Time: 1390.21 ms [2021-09-04 13:04:58 main:574] : INFO : Epoch 1976 | loss: 0.0311326 | val_loss: 0.0311693 | Time: 1394.3 ms [2021-09-04 13:04:59 main:574] : INFO : Epoch 1977 | loss: 0.0311333 | val_loss: 0.0311668 | Time: 1392.8 ms [2021-09-04 13:05:01 main:574] : INFO : Epoch 1978 | loss: 0.0311343 | val_loss: 0.0311703 | Time: 1386.17 ms [2021-09-04 13:05:02 main:574] : INFO : Epoch 1979 | loss: 0.0311395 | val_loss: 0.0311689 | Time: 1387.55 ms [2021-09-04 13:05:03 main:574] : INFO : Epoch 1980 | loss: 0.0311419 | val_loss: 0.0311634 | Time: 1386.38 ms [2021-09-04 13:05:05 main:574] : INFO : Epoch 1981 | loss: 0.0311386 | val_loss: 0.0311682 | Time: 1392.45 ms [2021-09-04 13:05:06 main:574] : INFO : Epoch 1982 | loss: 0.0311351 | val_loss: 0.0311658 | Time: 1384.86 ms [2021-09-04 13:05:08 main:574] : INFO : Epoch 1983 | loss: 0.0311344 | val_loss: 0.0311735 | Time: 1390.59 ms [2021-09-04 13:05:09 main:574] : INFO : Epoch 1984 | loss: 0.031133 | val_loss: 0.031168 | Time: 1383.12 ms [2021-09-04 13:05:10 main:574] : INFO : Epoch 1985 | loss: 0.0311319 | val_loss: 0.0311713 | Time: 1390.84 ms [2021-09-04 13:05:12 main:574] : INFO : Epoch 1986 | loss: 0.0311309 | val_loss: 0.0311681 | Time: 1387.1 ms [2021-09-04 13:05:13 main:574] : INFO : Epoch 1987 | loss: 0.0311282 | val_loss: 0.0311687 | Time: 1388.48 ms [2021-09-04 13:05:15 main:574] : INFO : Epoch 1988 | loss: 0.0311282 | val_loss: 0.0311739 | Time: 1387.85 ms [2021-09-04 13:05:16 main:574] : INFO : Epoch 1989 | loss: 0.031138 | val_loss: 0.0311699 | Time: 1388.99 ms [2021-09-04 13:05:17 main:574] : INFO : Epoch 1990 | loss: 0.0311319 | val_loss: 0.0311674 | Time: 1385.42 ms [2021-09-04 13:05:19 main:574] : INFO : Epoch 1991 | loss: 0.0311297 | val_loss: 0.0311702 | Time: 1390.81 ms [2021-09-04 13:05:20 main:574] : INFO : Epoch 1992 | loss: 0.031128 | val_loss: 0.0311674 | Time: 1388.46 ms [2021-09-04 13:05:22 main:574] : INFO : Epoch 1993 | loss: 0.0311273 | val_loss: 0.0311681 | Time: 1396.01 ms [2021-09-04 13:05:23 main:574] : INFO : Epoch 1994 | loss: 0.0311289 | val_loss: 0.0311697 | Time: 1386.92 ms [2021-09-04 13:05:24 main:574] : INFO : Epoch 1995 | loss: 0.0311349 | val_loss: 0.0311718 | Time: 1389.23 ms [2021-09-04 13:05:26 main:574] : INFO : Epoch 1996 | loss: 0.031134 | val_loss: 0.0311679 | Time: 1389.65 ms [2021-09-04 13:05:27 main:574] : INFO : Epoch 1997 | loss: 0.0311315 | val_loss: 0.0311705 | Time: 1387.62 ms [2021-09-04 13:05:29 main:574] : INFO : Epoch 1998 | loss: 0.0311317 | val_loss: 0.0311705 | Time: 1388.84 ms [2021-09-04 13:05:30 main:574] : INFO : Epoch 1999 | loss: 0.0311257 | val_loss: 0.0311736 | Time: 1387.41 ms [2021-09-04 13:05:32 main:574] : INFO : Epoch 2000 | loss: 0.0311275 | val_loss: 0.0311795 | Time: 1383.4 ms [2021-09-04 13:05:33 main:574] : INFO : Epoch 2001 | loss: 0.0311292 | val_loss: 0.031172 | Time: 1391.5 ms [2021-09-04 13:05:34 main:574] : INFO : Epoch 2002 | loss: 0.0311337 | val_loss: 0.0311712 | Time: 1386.91 ms [2021-09-04 13:05:36 main:574] : INFO : Epoch 2003 | loss: 0.0311339 | val_loss: 0.0311724 | Time: 1387.24 ms [2021-09-04 13:05:37 main:574] : INFO : Epoch 2004 | loss: 0.0311315 | val_loss: 0.0311696 | Time: 1390.43 ms [2021-09-04 13:05:39 main:574] : INFO : Epoch 2005 | loss: 0.0311272 | val_loss: 0.0311767 | Time: 1385.5 ms [2021-09-04 13:05:40 main:574] : INFO : Epoch 2006 | loss: 0.031126 | val_loss: 0.0311723 | Time: 1388.91 ms [2021-09-04 13:05:41 main:574] : INFO : Epoch 2007 | loss: 0.0311226 | val_loss: 0.0311725 | Time: 1385.96 ms [2021-09-04 13:05:43 main:574] : INFO : Epoch 2008 | loss: 0.0311212 | val_loss: 0.0311737 | Time: 1386.54 ms [2021-09-04 13:05:44 main:574] : INFO : Epoch 2009 | loss: 0.0311228 | val_loss: 0.0311781 | Time: 1390.97 ms [2021-09-04 13:05:46 main:574] : INFO : Epoch 2010 | loss: 0.0311271 | val_loss: 0.0311698 | Time: 1391.53 ms [2021-09-04 13:05:47 main:574] : INFO : Epoch 2011 | loss: 0.0311247 | val_loss: 0.0311788 | Time: 1388.22 ms [2021-09-04 13:05:48 main:574] : INFO : Epoch 2012 | loss: 0.0311215 | val_loss: 0.0311696 | Time: 1387.89 ms [2021-09-04 13:05:50 main:574] : INFO : Epoch 2013 | loss: 0.0311231 | val_loss: 0.0311782 | Time: 1389.38 ms [2021-09-04 13:05:51 main:574] : INFO : Epoch 2014 | loss: 0.0311249 | val_loss: 0.0311823 | Time: 1388.99 ms [2021-09-04 13:05:53 main:574] : INFO : Epoch 2015 | loss: 0.0311258 | val_loss: 0.0311722 | Time: 1387.19 ms [2021-09-04 13:05:54 main:574] : INFO : Epoch 2016 | loss: 0.0311258 | val_loss: 0.0311736 | Time: 1390.47 ms [2021-09-04 13:05:55 main:574] : INFO : Epoch 2017 | loss: 0.0311248 | val_loss: 0.0311831 | Time: 1391.86 ms [2021-09-04 13:05:57 main:574] : INFO : Epoch 2018 | loss: 0.031123 | val_loss: 0.0311737 | Time: 1384.87 ms [2021-09-04 13:05:58 main:574] : INFO : Epoch 2019 | loss: 0.0311244 | val_loss: 0.0311813 | Time: 1388.7 ms [2021-09-04 13:06:00 main:574] : INFO : Epoch 2020 | loss: 0.0311228 | val_loss: 0.0311803 | Time: 1387.51 ms [2021-09-04 13:06:01 main:574] : INFO : Epoch 2021 | loss: 0.0311259 | val_loss: 0.0311712 | Time: 1387.36 ms [2021-09-04 13:06:03 main:574] : INFO : Epoch 2022 | loss: 0.0311229 | val_loss: 0.031181 | Time: 1388.15 ms [2021-09-04 13:06:04 main:574] : INFO : Epoch 2023 | loss: 0.0311204 | val_loss: 0.0311767 | Time: 1388.44 ms [2021-09-04 13:06:05 main:574] : INFO : Epoch 2024 | loss: 0.0311268 | val_loss: 0.0311741 | Time: 1387.85 ms [2021-09-04 13:06:07 main:574] : INFO : Epoch 2025 | loss: 0.0311299 | val_loss: 0.0311757 | Time: 1388.74 ms [2021-09-04 13:06:08 main:574] : INFO : Epoch 2026 | loss: 0.0311278 | val_loss: 0.0311793 | Time: 1388.41 ms [2021-09-04 13:06:10 main:574] : INFO : Epoch 2027 | loss: 0.0311299 | val_loss: 0.0311689 | Time: 1388.08 ms [2021-09-04 13:06:11 main:574] : INFO : Epoch 2028 | loss: 0.0311264 | val_loss: 0.0311687 | Time: 1389.23 ms [2021-09-04 13:06:12 main:574] : INFO : Epoch 2029 | loss: 0.0311245 | val_loss: 0.0311724 | Time: 1388.7 ms [2021-09-04 13:06:14 main:574] : INFO : Epoch 2030 | loss: 0.0311223 | val_loss: 0.0311787 | Time: 1387.37 ms [2021-09-04 13:06:15 main:574] : INFO : Epoch 2031 | loss: 0.0311215 | val_loss: 0.0311768 | Time: 1388.63 ms [2021-09-04 13:06:17 main:574] : INFO : Epoch 2032 | loss: 0.0311225 | val_loss: 0.0311784 | Time: 1388.54 ms [2021-09-04 13:06:18 main:574] : INFO : Epoch 2033 | loss: 0.0311233 | val_loss: 0.0311771 | Time: 1387.28 ms [2021-09-04 13:06:19 main:574] : INFO : Epoch 2034 | loss: 0.0311238 | val_loss: 0.0311707 | Time: 1390.84 ms [2021-09-04 13:06:21 main:574] : INFO : Epoch 2035 | loss: 0.0311173 | val_loss: 0.0311749 | Time: 1387.52 ms [2021-09-04 13:06:22 main:574] : INFO : Epoch 2036 | loss: 0.0311209 | val_loss: 0.0311774 | Time: 1385.53 ms [2021-09-04 13:06:24 main:574] : INFO : Epoch 2037 | loss: 0.0311198 | val_loss: 0.0311696 | Time: 1389.46 ms [2021-09-04 13:06:25 main:574] : INFO : Epoch 2038 | loss: 0.0311236 | val_loss: 0.0311759 | Time: 1389.24 ms [2021-09-04 13:06:27 main:574] : INFO : Epoch 2039 | loss: 0.0311345 | val_loss: 0.0311693 | Time: 1391.89 ms [2021-09-04 13:06:28 main:574] : INFO : Epoch 2040 | loss: 0.0311317 | val_loss: 0.0311761 | Time: 1388.52 ms [2021-09-04 13:06:29 main:574] : INFO : Epoch 2041 | loss: 0.0311265 | val_loss: 0.0311729 | Time: 1385.48 ms [2021-09-04 13:06:31 main:574] : INFO : Epoch 2042 | loss: 0.0311244 | val_loss: 0.0311652 | Time: 1389.84 ms [2021-09-04 13:06:32 main:574] : INFO : Epoch 2043 | loss: 0.0311271 | val_loss: 0.0311754 | Time: 1387.66 ms [2021-09-04 13:06:34 main:574] : INFO : Epoch 2044 | loss: 0.0311243 | val_loss: 0.0311743 | Time: 1385.86 ms [2021-09-04 13:06:35 main:574] : INFO : Epoch 2045 | loss: 0.0311244 | val_loss: 0.0311788 | Time: 1386.85 ms [2021-09-04 13:06:36 main:574] : INFO : Epoch 2046 | loss: 0.0311224 | val_loss: 0.031176 | Time: 1386.94 ms [2021-09-04 13:06:38 main:574] : INFO : Epoch 2047 | loss: 0.0311207 | val_loss: 0.0311716 | Time: 1387.04 ms [2021-09-04 13:06:39 main:574] : INFO : Epoch 2048 | loss: 0.0311192 | val_loss: 0.0311767 | Time: 1385.07 ms [2021-09-04 13:06:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311767 [2021-09-04 13:06:39 main:603] : INFO : Saving end state to config to file [2021-09-04 13:06:39 main:608] : INFO : Success, exiting.. 13:06:39 (10644): 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)