Task 14553203
| Name | ParityModified-1647049142-22546-3-0_0 |
| Workunit | 11576587 |
| Created | 9 Apr 2022, 12:43:17 UTC |
| Sent | 11 Apr 2022, 0:00:17 UTC |
| Report deadline | 19 Apr 2022, 0:00:17 UTC |
| Received | 11 Apr 2022, 14:11:25 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18556 |
| Run time | 46 min 12 sec |
| CPU time | 44 min 58 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,469.44 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ain:574] : INFO : Epoch 1542 | loss: 0.0311499 | val_loss: 0.0311677 | Time: 1497.88 ms [2022-04-11 20:59:22 main:574] : INFO : Epoch 1543 | loss: 0.0311486 | val_loss: 0.031164 | Time: 1449.64 ms [2022-04-11 20:59:23 main:574] : INFO : Epoch 1544 | loss: 0.0311497 | val_loss: 0.0311683 | Time: 1394.92 ms [2022-04-11 20:59:24 main:574] : INFO : Epoch 1545 | loss: 0.0311521 | val_loss: 0.0311655 | Time: 1362.94 ms [2022-04-11 20:59:26 main:574] : INFO : Epoch 1546 | loss: 0.0311498 | val_loss: 0.0311664 | Time: 1479.6 ms [2022-04-11 20:59:28 main:574] : INFO : Epoch 1547 | loss: 0.0311505 | val_loss: 0.0311682 | Time: 1583.59 ms [2022-04-11 20:59:29 main:574] : INFO : Epoch 1548 | loss: 0.0311516 | val_loss: 0.0311727 | Time: 1628.2 ms [2022-04-11 20:59:31 main:574] : INFO : Epoch 1549 | loss: 0.0311533 | val_loss: 0.0311658 | Time: 1523.59 ms [2022-04-11 20:59:32 main:574] : INFO : Epoch 1550 | loss: 0.0311521 | val_loss: 0.0311699 | Time: 1690.6 ms [2022-04-11 20:59:34 main:574] : INFO : Epoch 1551 | loss: 0.0311626 | val_loss: 0.0311706 | Time: 1580.57 ms [2022-04-11 20:59:36 main:574] : INFO : Epoch 1552 | loss: 0.0312194 | val_loss: 0.031203 | Time: 1484.15 ms [2022-04-11 20:59:37 main:574] : INFO : Epoch 1553 | loss: 0.0311717 | val_loss: 0.031175 | Time: 1686.26 ms [2022-04-11 20:59:39 main:574] : INFO : Epoch 1554 | loss: 0.0311552 | val_loss: 0.0311729 | Time: 1477.6 ms [2022-04-11 20:59:40 main:574] : INFO : Epoch 1555 | loss: 0.0311494 | val_loss: 0.0311716 | Time: 1693.93 ms [2022-04-11 20:59:42 main:574] : INFO : Epoch 1556 | loss: 0.0311491 | val_loss: 0.0311644 | Time: 1535.72 ms [2022-04-11 20:59:44 main:574] : INFO : Epoch 1557 | loss: 0.0311488 | val_loss: 0.0311647 | Time: 1598.77 ms [2022-04-11 20:59:45 main:574] : INFO : Epoch 1558 | loss: 0.0311482 | val_loss: 0.0311692 | Time: 1640.46 ms [2022-04-11 20:59:47 main:574] : INFO : Epoch 1559 | loss: 0.0311483 | val_loss: 0.031164 | Time: 1707.54 ms [2022-04-11 20:59:49 main:574] : INFO : Epoch 1560 | loss: 0.0311469 | val_loss: 0.0311653 | Time: 1578.44 ms [2022-04-11 20:59:50 main:574] : INFO : Epoch 1561 | loss: 0.0311471 | val_loss: 0.0311633 | Time: 1563.34 ms [2022-04-11 20:59:52 main:574] : INFO : Epoch 1562 | loss: 0.0311467 | val_loss: 0.0311677 | Time: 1670.45 ms [2022-04-11 20:59:53 main:574] : INFO : Epoch 1563 | loss: 0.0311468 | val_loss: 0.0311633 | Time: 1377.52 ms [2022-04-11 20:59:55 main:574] : INFO : Epoch 1564 | loss: 0.0311478 | val_loss: 0.0311654 | Time: 1477.78 ms [2022-04-11 20:59:56 main:574] : INFO : Epoch 1565 | loss: 0.0311462 | val_loss: 0.0311678 | Time: 1399.01 ms [2022-04-11 20:59:58 main:574] : INFO : Epoch 1566 | loss: 0.0311463 | val_loss: 0.0311648 | Time: 1497.86 ms [2022-04-11 20:59:59 main:574] : INFO : Epoch 1567 | loss: 0.0311481 | val_loss: 0.0311652 | Time: 1504.95 ms [2022-04-11 21:00:01 main:574] : INFO : Epoch 1568 | loss: 0.0311487 | val_loss: 0.0311671 | Time: 1492.23 ms [2022-04-11 21:00:02 main:574] : INFO : Epoch 1569 | loss: 0.0311478 | val_loss: 0.0311633 | Time: 1696.69 ms [2022-04-11 21:00:04 main:574] : INFO : Epoch 1570 | loss: 0.0311486 | val_loss: 0.0311622 | Time: 1508.61 ms [2022-04-11 21:00:05 main:574] : INFO : Epoch 1571 | loss: 0.0311484 | val_loss: 0.0311673 | Time: 1437.88 ms [2022-04-11 21:00:07 main:574] : INFO : Epoch 1572 | loss: 0.0311522 | val_loss: 0.0311667 | Time: 1452.17 ms [2022-04-11 21:00:09 main:574] : INFO : Epoch 1573 | loss: 0.0311471 | val_loss: 0.0311648 | Time: 1598.55 ms [2022-04-11 21:00:10 main:574] : INFO : Epoch 1574 | loss: 0.0311482 | val_loss: 0.0311666 | Time: 1634.03 ms [2022-04-11 21:00:12 main:574] : INFO : Epoch 1575 | loss: 0.0311496 | val_loss: 0.031164 | Time: 1595.89 ms [2022-04-11 21:00:13 main:574] : INFO : Epoch 1576 | loss: 0.0311498 | val_loss: 0.0311636 | Time: 1662.55 ms [2022-04-11 21:00:15 main:574] : INFO : Epoch 1577 | loss: 0.0311506 | val_loss: 0.0311645 | Time: 1714.81 ms [2022-04-11 21:00:17 main:574] : INFO : Epoch 1578 | loss: 0.0311501 | val_loss: 0.0311677 | Time: 1704 ms [2022-04-11 21:00:19 main:574] : INFO : Epoch 1579 | loss: 0.0311476 | val_loss: 0.0311669 | Time: 1631.85 ms [2022-04-11 21:00:20 main:574] : INFO : Epoch 1580 | loss: 0.0311495 | val_loss: 0.0311647 | Time: 1567.72 ms [2022-04-11 21:00:22 main:574] : INFO : Epoch 1581 | loss: 0.0311492 | val_loss: 0.0311682 | Time: 1438.15 ms [2022-04-11 21:00:23 main:574] : INFO : Epoch 1582 | loss: 0.0311486 | val_loss: 0.0311645 | Time: 1428.18 ms [2022-04-11 21:00:25 main:574] : INFO : Epoch 1583 | loss: 0.0311514 | val_loss: 0.0311742 | Time: 1539.51 ms [2022-04-11 21:00:26 main:574] : INFO : Epoch 1584 | loss: 0.031152 | val_loss: 0.0311691 | Time: 1551.14 ms [2022-04-11 21:00:28 main:574] : INFO : Epoch 1585 | loss: 0.0311511 | val_loss: 0.0311646 | Time: 1570.05 ms [2022-04-11 21:00:29 main:574] : INFO : Epoch 1586 | loss: 0.031149 | val_loss: 0.0311699 | Time: 1614 ms [2022-04-11 21:00:31 main:574] : INFO : Epoch 1587 | loss: 0.0311498 | val_loss: 0.031166 | Time: 1549.78 ms [2022-04-11 21:00:33 main:574] : INFO : Epoch 1588 | loss: 0.0311477 | val_loss: 0.0311654 | Time: 1556.92 ms [2022-04-11 21:00:34 main:574] : INFO : Epoch 1589 | loss: 0.0311465 | val_loss: 0.0311678 | Time: 1579.43 ms [2022-04-11 21:00:36 main:574] : INFO : Epoch 1590 | loss: 0.0311465 | val_loss: 0.0311663 | Time: 1579.74 ms [2022-04-11 21:00:37 main:574] : INFO : Epoch 1591 | loss: 0.0311494 | val_loss: 0.031167 | Time: 1563.75 ms [2022-04-11 21:00:39 main:574] : INFO : Epoch 1592 | loss: 0.0311461 | val_loss: 0.031165 | Time: 1610.04 ms [2022-04-11 21:00:40 main:574] : INFO : Epoch 1593 | loss: 0.0311465 | val_loss: 0.0311669 | Time: 1428.55 ms [2022-04-11 21:00:42 main:574] : INFO : Epoch 1594 | loss: 0.0311467 | val_loss: 0.0311683 | Time: 1532.37 ms [2022-04-11 21:00:43 main:574] : INFO : Epoch 1595 | loss: 0.0311462 | val_loss: 0.0311644 | Time: 1465.43 ms [2022-04-11 21:00:45 main:574] : INFO : Epoch 1596 | loss: 0.0311477 | val_loss: 0.0311648 | Time: 1531.68 ms [2022-04-11 21:00:46 main:574] : INFO : Epoch 1597 | loss: 0.0311458 | val_loss: 0.0311698 | Time: 1434.11 ms [2022-04-11 21:00:48 main:574] : INFO : Epoch 1598 | loss: 0.0311448 | val_loss: 0.0311674 | Time: 1411.7 ms [2022-04-11 21:00:49 main:574] : INFO : Epoch 1599 | loss: 0.0311451 | val_loss: 0.0311664 | Time: 1405.84 ms [2022-04-11 21:00:51 main:574] : INFO : Epoch 1600 | loss: 0.0311452 | val_loss: 0.0311686 | Time: 1330.36 ms [2022-04-11 21:00:52 main:574] : INFO : Epoch 1601 | loss: 0.0311473 | val_loss: 0.0311668 | Time: 1360.08 ms [2022-04-11 21:00:53 main:574] : INFO : Epoch 1602 | loss: 0.0311448 | val_loss: 0.0311687 | Time: 1389.64 ms [2022-04-11 21:00:55 main:574] : INFO : Epoch 1603 | loss: 0.0311449 | val_loss: 0.0311678 | Time: 1457.57 ms [2022-04-11 21:00:56 main:574] : INFO : Epoch 1604 | loss: 0.0311474 | val_loss: 0.031177 | Time: 1397.48 ms [2022-04-11 21:00:58 main:574] : INFO : Epoch 1605 | loss: 0.0311472 | val_loss: 0.0311772 | Time: 1406.28 ms [2022-04-11 21:00:59 main:574] : INFO : Epoch 1606 | loss: 0.031148 | val_loss: 0.0311695 | Time: 1415.33 ms [2022-04-11 21:01:01 main:574] : INFO : Epoch 1607 | loss: 0.0311479 | val_loss: 0.0311738 | Time: 1477.3 ms [2022-04-11 21:01:02 main:574] : INFO : Epoch 1608 | loss: 0.0311471 | val_loss: 0.0311667 | Time: 1430.8 ms [2022-04-11 21:01:04 main:574] : INFO : Epoch 1609 | loss: 0.031146 | val_loss: 0.0311736 | Time: 1400.99 ms [2022-04-11 21:01:05 main:574] : INFO : Epoch 1610 | loss: 0.0311474 | val_loss: 0.0311697 | Time: 1466.45 ms [2022-04-11 21:01:06 main:574] : INFO : Epoch 1611 | loss: 0.0311456 | val_loss: 0.0311659 | Time: 1361.4 ms [2022-04-11 21:01:08 main:574] : INFO : Epoch 1612 | loss: 0.0311447 | val_loss: 0.0311653 | Time: 1416.38 ms [2022-04-11 21:01:09 main:574] : INFO : Epoch 1613 | loss: 0.0311441 | val_loss: 0.0311649 | Time: 1428.76 ms [2022-04-11 21:01:11 main:574] : INFO : Epoch 1614 | loss: 0.0311444 | val_loss: 0.0311638 | Time: 1429.96 ms [2022-04-11 21:01:12 main:574] : INFO : Epoch 1615 | loss: 0.0311438 | val_loss: 0.0311689 | Time: 1354.51 ms [2022-04-11 21:01:14 main:574] : INFO : Epoch 1616 | loss: 0.0311451 | val_loss: 0.031171 | Time: 1412.94 ms [2022-04-11 21:01:15 main:574] : INFO : Epoch 1617 | loss: 0.0311464 | val_loss: 0.0311699 | Time: 1436.65 ms [2022-04-11 21:01:17 main:574] : INFO : Epoch 1618 | loss: 0.0311464 | val_loss: 0.0311665 | Time: 1518.6 ms [2022-04-11 21:01:18 main:574] : INFO : Epoch 1619 | loss: 0.0311486 | val_loss: 0.0311702 | Time: 1564.48 ms [2022-04-11 21:01:20 main:574] : INFO : Epoch 1620 | loss: 0.0311507 | val_loss: 0.0311666 | Time: 1410.95 ms [2022-04-11 21:01:21 main:574] : INFO : Epoch 1621 | loss: 0.0311509 | val_loss: 0.0311667 | Time: 1427.86 ms [2022-04-11 21:01:22 main:574] : INFO : Epoch 1622 | loss: 0.0311492 | val_loss: 0.0311704 | Time: 1431.27 ms [2022-04-11 21:01:24 main:574] : INFO : Epoch 1623 | loss: 0.0311508 | val_loss: 0.0311655 | Time: 1449.07 ms [2022-04-11 21:01:25 main:574] : INFO : Epoch 1624 | loss: 0.031151 | val_loss: 0.0311656 | Time: 1447.64 ms [2022-04-11 21:01:27 main:574] : INFO : Epoch 1625 | loss: 0.0311523 | val_loss: 0.0311699 | Time: 1344.93 ms [2022-04-11 21:01:28 main:574] : INFO : Epoch 1626 | loss: 0.0311532 | val_loss: 0.0311642 | Time: 1430.27 ms [2022-04-11 21:01:30 main:574] : INFO : Epoch 1627 | loss: 0.0311517 | val_loss: 0.0311643 | Time: 1365.96 ms [2022-04-11 21:01:31 main:574] : INFO : Epoch 1628 | loss: 0.0311504 | val_loss: 0.0311633 | Time: 1474.3 ms [2022-04-11 21:01:33 main:574] : INFO : Epoch 1629 | loss: 0.0311487 | val_loss: 0.0311642 | Time: 1454.6 ms [2022-04-11 21:01:34 main:574] : INFO : Epoch 1630 | loss: 0.0311478 | val_loss: 0.0311661 | Time: 1441.8 ms [2022-04-11 21:01:35 main:574] : INFO : Epoch 1631 | loss: 0.0311489 | val_loss: 0.0311662 | Time: 1377.25 ms [2022-04-11 21:01:37 main:574] : INFO : Epoch 1632 | loss: 0.0311521 | val_loss: 0.031165 | Time: 1430.81 ms [2022-04-11 21:01:38 main:574] : INFO : Epoch 1633 | loss: 0.0311517 | val_loss: 0.0311635 | Time: 1371.31 ms [2022-04-11 21:01:40 main:574] : INFO : Epoch 1634 | loss: 0.0311523 | val_loss: 0.031167 | Time: 1524.91 ms [2022-04-11 21:01:41 main:574] : INFO : Epoch 1635 | loss: 0.0311503 | val_loss: 0.0311673 | Time: 1590.87 ms [2022-04-11 21:01:43 main:574] : INFO : Epoch 1636 | loss: 0.0311499 | val_loss: 0.0311688 | Time: 1520.25 ms [2022-04-11 21:01:44 main:574] : INFO : Epoch 1637 | loss: 0.0311526 | val_loss: 0.0311693 | Time: 1575.34 ms [2022-04-11 21:01:46 main:574] : INFO : Epoch 1638 | loss: 0.0311529 | val_loss: 0.0311656 | Time: 1592.24 ms [2022-04-11 21:01:48 main:574] : INFO : Epoch 1639 | loss: 0.0311521 | val_loss: 0.0311662 | Time: 1450.9 ms [2022-04-11 21:01:49 main:574] : INFO : Epoch 1640 | loss: 0.0311506 | val_loss: 0.0311649 | Time: 1414.86 ms [2022-04-11 21:01:50 main:574] : INFO : Epoch 1641 | loss: 0.0311503 | val_loss: 0.0311647 | Time: 1360.06 ms [2022-04-11 21:01:52 main:574] : INFO : Epoch 1642 | loss: 0.0311496 | val_loss: 0.0311652 | Time: 1472.07 ms [2022-04-11 21:01:53 main:574] : INFO : Epoch 1643 | loss: 0.0311495 | val_loss: 0.0311659 | Time: 1470.64 ms [2022-04-11 21:01:55 main:574] : INFO : Epoch 1644 | loss: 0.0311511 | val_loss: 0.0311684 | Time: 1531.42 ms [2022-04-11 21:01:56 main:574] : INFO : Epoch 1645 | loss: 0.0311531 | val_loss: 0.0311736 | Time: 1531.98 ms [2022-04-11 21:01:58 main:574] : INFO : Epoch 1646 | loss: 0.031155 | val_loss: 0.0311728 | Time: 1568.4 ms [2022-04-11 21:01:59 main:574] : INFO : Epoch 1647 | loss: 0.0311546 | val_loss: 0.0311711 | Time: 1467.43 ms [2022-04-11 21:02:01 main:574] : INFO : Epoch 1648 | loss: 0.0311552 | val_loss: 0.0311728 | Time: 1488.44 ms [2022-04-11 21:02:02 main:574] : INFO : Epoch 1649 | loss: 0.0311529 | val_loss: 0.0311673 | Time: 1455.43 ms [2022-04-11 21:02:04 main:574] : INFO : Epoch 1650 | loss: 0.0311525 | val_loss: 0.0311976 | Time: 1391.52 ms [2022-04-11 21:02:05 main:574] : INFO : Epoch 1651 | loss: 0.031151 | val_loss: 0.031169 | Time: 1460.48 ms [2022-04-11 21:02:07 main:574] : INFO : Epoch 1652 | loss: 0.0311522 | val_loss: 0.0311755 | Time: 1422.82 ms [2022-04-11 21:02:08 main:574] : INFO : Epoch 1653 | loss: 0.0311511 | val_loss: 0.0311989 | Time: 1501.66 ms [2022-04-11 21:02:10 main:574] : INFO : Epoch 1654 | loss: 0.0311522 | val_loss: 0.0311684 | Time: 1449.34 ms [2022-04-11 21:02:11 main:574] : INFO : Epoch 1655 | loss: 0.0311513 | val_loss: 0.0311696 | Time: 1504.41 ms [2022-04-11 21:02:13 main:574] : INFO : Epoch 1656 | loss: 0.0311514 | val_loss: 0.0311686 | Time: 1486.38 ms [2022-04-11 21:02:14 main:574] : INFO : Epoch 1657 | loss: 0.0311503 | val_loss: 0.0311701 | Time: 1488.29 ms [2022-04-11 21:02:16 main:574] : INFO : Epoch 1658 | loss: 0.0311507 | val_loss: 0.0311683 | Time: 1442.61 ms [2022-04-11 21:02:17 main:574] : INFO : Epoch 1659 | loss: 0.0311514 | val_loss: 0.031169 | Time: 1483.81 ms [2022-04-11 21:02:19 main:574] : INFO : Epoch 1660 | loss: 0.0311489 | val_loss: 0.0311717 | Time: 1448.49 ms [2022-04-11 21:02:20 main:574] : INFO : Epoch 1661 | loss: 0.0311509 | val_loss: 0.0311658 | Time: 1471.01 ms [2022-04-11 21:02:22 main:574] : INFO : Epoch 1662 | loss: 0.0311499 | val_loss: 0.0311674 | Time: 1525.51 ms [2022-04-11 21:02:23 main:574] : INFO : Epoch 1663 | loss: 0.0311498 | val_loss: 0.031167 | Time: 1462.67 ms [2022-04-11 21:02:25 main:574] : INFO : Epoch 1664 | loss: 0.0311502 | val_loss: 0.031168 | Time: 1548.96 ms [2022-04-11 21:02:26 main:574] : INFO : Epoch 1665 | loss: 0.0311496 | val_loss: 0.0311701 | Time: 1430.27 ms [2022-04-11 21:02:28 main:574] : INFO : Epoch 1666 | loss: 0.0311503 | val_loss: 0.0311673 | Time: 1433.42 ms [2022-04-11 21:02:29 main:574] : INFO : Epoch 1667 | loss: 0.03115 | val_loss: 0.0311679 | Time: 1446.37 ms [2022-04-11 21:02:31 main:574] : INFO : Epoch 1668 | loss: 0.0311506 | val_loss: 0.0311684 | Time: 1479.69 ms [2022-04-11 21:02:32 main:574] : INFO : Epoch 1669 | loss: 0.0311501 | val_loss: 0.0311685 | Time: 1404.16 ms [2022-04-11 21:02:33 main:574] : INFO : Epoch 1670 | loss: 0.0311501 | val_loss: 0.0311685 | Time: 1466.84 ms [2022-04-11 21:02:35 main:574] : INFO : Epoch 1671 | loss: 0.0311498 | val_loss: 0.0311702 | Time: 1448.91 ms [2022-04-11 21:02:36 main:574] : INFO : Epoch 1672 | loss: 0.0311518 | val_loss: 0.0311664 | Time: 1427.2 ms [2022-04-11 21:02:38 main:574] : INFO : Epoch 1673 | loss: 0.0311487 | val_loss: 0.031169 | Time: 1429.18 ms [2022-04-11 21:02:39 main:574] : INFO : Epoch 1674 | loss: 0.0311472 | val_loss: 0.0311685 | Time: 1460.84 ms [2022-04-11 21:02:41 main:574] : INFO : Epoch 1675 | loss: 0.0311484 | val_loss: 0.0311669 | Time: 1452.27 ms [2022-04-11 21:02:42 main:574] : INFO : Epoch 1676 | loss: 0.0311478 | val_loss: 0.0311689 | Time: 1437.94 ms [2022-04-11 21:02:44 main:574] : INFO : Epoch 1677 | loss: 0.0311491 | val_loss: 0.0311709 | Time: 1457.82 ms [2022-04-11 21:02:45 main:574] : INFO : Epoch 1678 | loss: 0.0311491 | val_loss: 0.0311709 | Time: 1384.76 ms [2022-04-11 21:02:47 main:574] : INFO : Epoch 1679 | loss: 0.0311496 | val_loss: 0.031163 | Time: 1446.6 ms [2022-04-11 21:02:48 main:574] : INFO : Epoch 1680 | loss: 0.0311478 | val_loss: 0.0311656 | Time: 1391.22 ms [2022-04-11 21:02:49 main:574] : INFO : Epoch 1681 | loss: 0.0311493 | val_loss: 0.031167 | Time: 1442.33 ms [2022-04-11 21:02:51 main:574] : INFO : Epoch 1682 | loss: 0.0311471 | val_loss: 0.0311652 | Time: 1504 ms [2022-04-11 21:02:52 main:574] : INFO : Epoch 1683 | loss: 0.0311479 | val_loss: 0.0311672 | Time: 1485.81 ms [2022-04-11 21:02:54 main:574] : INFO : Epoch 1684 | loss: 0.0311485 | val_loss: 0.0311682 | Time: 1363.33 ms [2022-04-11 21:02:55 main:574] : INFO : Epoch 1685 | loss: 0.0311478 | val_loss: 0.0311649 | Time: 1460.93 ms [2022-04-11 21:02:57 main:574] : INFO : Epoch 1686 | loss: 0.0311461 | val_loss: 0.031166 | Time: 1397.13 ms [2022-04-11 21:02:58 main:574] : INFO : Epoch 1687 | loss: 0.0311499 | val_loss: 0.031169 | Time: 1478.91 ms [2022-04-11 21:03:00 main:574] : INFO : Epoch 1688 | loss: 0.0311615 | val_loss: 0.0311656 | Time: 1497.9 ms [2022-04-11 21:03:01 main:574] : INFO : Epoch 1689 | loss: 0.0311586 | val_loss: 0.0311674 | Time: 1361.06 ms [2022-04-11 21:03:03 main:574] : INFO : Epoch 1690 | loss: 0.0311581 | val_loss: 0.0311717 | Time: 1423.61 ms [2022-04-11 21:03:04 main:574] : INFO : Epoch 1691 | loss: 0.0311551 | val_loss: 0.0311653 | Time: 1362.07 ms [2022-04-11 21:03:05 main:574] : INFO : Epoch 1692 | loss: 0.0311535 | val_loss: 0.0311691 | Time: 1342.61 ms [2022-04-11 21:03:07 main:574] : INFO : Epoch 1693 | loss: 0.0311546 | val_loss: 0.0311691 | Time: 1355.19 ms [2022-04-11 21:03:08 main:574] : INFO : Epoch 1694 | loss: 0.0311546 | val_loss: 0.0311687 | Time: 1434.29 ms [2022-04-11 21:03:09 main:574] : INFO : Epoch 1695 | loss: 0.0311526 | val_loss: 0.0311671 | Time: 1357.23 ms [2022-04-11 21:03:11 main:574] : INFO : Epoch 1696 | loss: 0.0311544 | val_loss: 0.0311646 | Time: 1407.59 ms [2022-04-11 21:03:12 main:574] : INFO : Epoch 1697 | loss: 0.0311564 | val_loss: 0.0311633 | Time: 1420.21 ms [2022-04-11 21:03:14 main:574] : INFO : Epoch 1698 | loss: 0.0311539 | val_loss: 0.0311641 | Time: 1434.41 ms [2022-04-11 21:03:15 main:574] : INFO : Epoch 1699 | loss: 0.0311517 | val_loss: 0.0311647 | Time: 1397.75 ms [2022-04-11 21:03:17 main:574] : INFO : Epoch 1700 | loss: 0.031153 | val_loss: 0.0311664 | Time: 1430.87 ms [2022-04-11 21:03:18 main:574] : INFO : Epoch 1701 | loss: 0.0311525 | val_loss: 0.0311642 | Time: 1403.46 ms [2022-04-11 21:03:19 main:574] : INFO : Epoch 1702 | loss: 0.0311498 | val_loss: 0.0311647 | Time: 1409.97 ms [2022-04-11 21:03:21 main:574] : INFO : Epoch 1703 | loss: 0.0311499 | val_loss: 0.0311637 | Time: 1426.73 ms [2022-04-11 21:03:22 main:574] : INFO : Epoch 1704 | loss: 0.0311511 | val_loss: 0.0311667 | Time: 1451.82 ms [2022-04-11 21:03:24 main:574] : INFO : Epoch 1705 | loss: 0.0311491 | val_loss: 0.0311623 | Time: 1441.87 ms [2022-04-11 21:03:25 main:574] : INFO : Epoch 1706 | loss: 0.0311501 | val_loss: 0.0311633 | Time: 1432.57 ms [2022-04-11 21:03:27 main:574] : INFO : Epoch 1707 | loss: 0.0311491 | val_loss: 0.0311661 | Time: 1416.56 ms [2022-04-11 21:03:28 main:574] : INFO : Epoch 1708 | loss: 0.0311487 | val_loss: 0.031163 | Time: 1337.82 ms [2022-04-11 21:03:29 main:574] : INFO : Epoch 1709 | loss: 0.0311474 | val_loss: 0.0311644 | Time: 1464.04 ms [2022-04-11 21:03:31 main:574] : INFO : Epoch 1710 | loss: 0.0311485 | val_loss: 0.0311668 | Time: 1496.8 ms [2022-04-11 21:03:32 main:574] : INFO : Epoch 1711 | loss: 0.0311492 | val_loss: 0.0311614 | Time: 1396.35 ms [2022-04-11 21:03:34 main:574] : INFO : Epoch 1712 | loss: 0.0311463 | val_loss: 0.0311643 | Time: 1309.66 ms [2022-04-11 21:03:35 main:574] : INFO : Epoch 1713 | loss: 0.0311467 | val_loss: 0.0311643 | Time: 1383.35 ms [2022-04-11 21:03:37 main:574] : INFO : Epoch 1714 | loss: 0.0311478 | val_loss: 0.0311671 | Time: 1365.53 ms [2022-04-11 21:03:38 main:574] : INFO : Epoch 1715 | loss: 0.0311504 | val_loss: 0.031168 | Time: 1298.06 ms [2022-04-11 21:03:39 main:574] : INFO : Epoch 1716 | loss: 0.0311504 | val_loss: 0.0311658 | Time: 1283.49 ms [2022-04-11 21:03:41 main:574] : INFO : Epoch 1717 | loss: 0.0311502 | val_loss: 0.0311658 | Time: 1454.86 ms [2022-04-11 21:03:42 main:574] : INFO : Epoch 1718 | loss: 0.0311487 | val_loss: 0.031166 | Time: 1501.31 ms [2022-04-11 21:03:43 main:574] : INFO : Epoch 1719 | loss: 0.0311481 | val_loss: 0.0311647 | Time: 1339.93 ms [2022-04-11 21:03:45 main:574] : INFO : Epoch 1720 | loss: 0.0311505 | val_loss: 0.0311662 | Time: 1311.94 ms [2022-04-11 21:03:46 main:574] : INFO : Epoch 1721 | loss: 0.0311468 | val_loss: 0.0311654 | Time: 1415.29 ms [2022-04-11 21:03:48 main:574] : INFO : Epoch 1722 | loss: 0.0311454 | val_loss: 0.031166 | Time: 1440.18 ms [2022-04-11 21:03:49 main:574] : INFO : Epoch 1723 | loss: 0.0311468 | val_loss: 0.0311644 | Time: 1500.34 ms [2022-04-11 21:03:51 main:574] : INFO : Epoch 1724 | loss: 0.0311498 | val_loss: 0.0311693 | Time: 1416.48 ms [2022-04-11 21:03:52 main:574] : INFO : Epoch 1725 | loss: 0.0311507 | val_loss: 0.0311656 | Time: 1381.83 ms [2022-04-11 21:03:53 main:574] : INFO : Epoch 1726 | loss: 0.0311475 | val_loss: 0.0311644 | Time: 1348.86 ms [2022-04-11 21:03:55 main:574] : INFO : Epoch 1727 | loss: 0.0311465 | val_loss: 0.0311675 | Time: 1319.88 ms [2022-04-11 21:03:56 main:574] : INFO : Epoch 1728 | loss: 0.0311456 | val_loss: 0.0311645 | Time: 1376.61 ms [2022-04-11 21:03:57 main:574] : INFO : Epoch 1729 | loss: 0.0311459 | val_loss: 0.0311667 | Time: 1390.31 ms [2022-04-11 21:03:59 main:574] : INFO : Epoch 1730 | loss: 0.0311456 | val_loss: 0.0311712 | Time: 1474.45 ms [2022-04-11 21:04:00 main:574] : INFO : Epoch 1731 | loss: 0.0311466 | val_loss: 0.0311648 | Time: 1336.19 ms [2022-04-11 21:04:02 main:574] : INFO : Epoch 1732 | loss: 0.031144 | val_loss: 0.0311645 | Time: 1370.91 ms [2022-04-11 21:04:03 main:574] : INFO : Epoch 1733 | loss: 0.0311429 | val_loss: 0.0311657 | Time: 1368.55 ms [2022-04-11 21:04:05 main:574] : INFO : Epoch 1734 | loss: 0.0311435 | val_loss: 0.0311668 | Time: 1398.37 ms [2022-04-11 21:04:06 main:574] : INFO : Epoch 1735 | loss: 0.0311453 | val_loss: 0.0311656 | Time: 1518.52 ms [2022-04-11 21:04:07 main:574] : INFO : Epoch 1736 | loss: 0.0311475 | val_loss: 0.0311662 | Time: 1369.9 ms [2022-04-11 21:04:09 main:574] : INFO : Epoch 1737 | loss: 0.0311461 | val_loss: 0.0311635 | Time: 1285.3 ms [2022-04-11 21:04:10 main:574] : INFO : Epoch 1738 | loss: 0.031145 | val_loss: 0.0311653 | Time: 1349.93 ms [2022-04-11 21:04:12 main:574] : INFO : Epoch 1739 | loss: 0.0311464 | val_loss: 0.0311673 | Time: 1407.69 ms [2022-04-11 21:04:13 main:574] : INFO : Epoch 1740 | loss: 0.0311479 | val_loss: 0.0311627 | Time: 1519.61 ms [2022-04-11 21:04:14 main:574] : INFO : Epoch 1741 | loss: 0.0311474 | val_loss: 0.0311673 | Time: 1444.24 ms [2022-04-11 21:04:16 main:574] : INFO : Epoch 1742 | loss: 0.0311497 | val_loss: 0.0311668 | Time: 1486.19 ms [2022-04-11 21:04:18 main:574] : INFO : Epoch 1743 | loss: 0.0311479 | val_loss: 0.031167 | Time: 1787.26 ms [2022-04-11 21:04:19 main:574] : INFO : Epoch 1744 | loss: 0.0311472 | val_loss: 0.0311662 | Time: 1336.47 ms [2022-04-11 21:04:21 main:574] : INFO : Epoch 1745 | loss: 0.031146 | val_loss: 0.031164 | Time: 1464.43 ms [2022-04-11 21:04:22 main:574] : INFO : Epoch 1746 | loss: 0.0311483 | val_loss: 0.0311639 | Time: 1429.08 ms [2022-04-11 21:04:23 main:574] : INFO : Epoch 1747 | loss: 0.0311541 | val_loss: 0.031164 | Time: 1390.96 ms [2022-04-11 21:04:25 main:574] : INFO : Epoch 1748 | loss: 0.0311517 | val_loss: 0.0311704 | Time: 1407.93 ms [2022-04-11 21:04:26 main:574] : INFO : Epoch 1749 | loss: 0.0311511 | val_loss: 0.0311693 | Time: 1380.72 ms [2022-04-11 21:04:28 main:574] : INFO : Epoch 1750 | loss: 0.0311484 | val_loss: 0.031165 | Time: 1429.76 ms [2022-04-11 21:04:29 main:574] : INFO : Epoch 1751 | loss: 0.0311489 | val_loss: 0.031164 | Time: 1401.54 ms [2022-04-11 21:04:31 main:574] : INFO : Epoch 1752 | loss: 0.0311477 | val_loss: 0.0311706 | Time: 1387.15 ms [2022-04-11 21:04:32 main:574] : INFO : Epoch 1753 | loss: 0.0311473 | val_loss: 0.031168 | Time: 1324.17 ms [2022-04-11 21:04:33 main:574] : INFO : Epoch 1754 | loss: 0.0311472 | val_loss: 0.0311683 | Time: 1300.91 ms [2022-04-11 21:04:35 main:574] : INFO : Epoch 1755 | loss: 0.0311464 | val_loss: 0.0311662 | Time: 1369.16 ms [2022-04-11 21:04:36 main:574] : INFO : Epoch 1756 | loss: 0.0311475 | val_loss: 0.0311675 | Time: 1378.55 ms [2022-04-11 21:04:38 main:574] : INFO : Epoch 1757 | loss: 0.0311494 | val_loss: 0.0311691 | Time: 1474.3 ms [2022-04-11 21:04:39 main:574] : INFO : Epoch 1758 | loss: 0.0311506 | val_loss: 0.0311729 | Time: 1332.24 ms [2022-04-11 21:04:40 main:574] : INFO : Epoch 1759 | loss: 0.0311523 | val_loss: 0.0311671 | Time: 1329.4 ms [2022-04-11 21:04:42 main:574] : INFO : Epoch 1760 | loss: 0.0311507 | val_loss: 0.0311648 | Time: 1399.6 ms [2022-04-11 21:04:43 main:574] : INFO : Epoch 1761 | loss: 0.0311477 | val_loss: 0.0311626 | Time: 1303.36 ms [2022-04-11 21:04:44 main:574] : INFO : Epoch 1762 | loss: 0.031151 | val_loss: 0.0311742 | Time: 1285.85 ms [2022-04-11 21:04:46 main:574] : INFO : Epoch 1763 | loss: 0.0311474 | val_loss: 0.031164 | Time: 1349.49 ms [2022-04-11 21:04:47 main:574] : INFO : Epoch 1764 | loss: 0.0311471 | val_loss: 0.0311684 | Time: 1469.4 ms [2022-04-11 21:04:48 main:574] : INFO : Epoch 1765 | loss: 0.031147 | val_loss: 0.0311653 | Time: 1351.33 ms [2022-04-11 21:04:50 main:574] : INFO : Epoch 1766 | loss: 0.031147 | val_loss: 0.0311673 | Time: 1348.95 ms [2022-04-11 21:04:51 main:574] : INFO : Epoch 1767 | loss: 0.0311478 | val_loss: 0.031167 | Time: 1338.49 ms [2022-04-11 21:04:53 main:574] : INFO : Epoch 1768 | loss: 0.0311453 | val_loss: 0.0311705 | Time: 1315.02 ms [2022-04-11 21:04:54 main:574] : INFO : Epoch 1769 | loss: 0.031147 | val_loss: 0.0311696 | Time: 1317.74 ms [2022-04-11 21:04:55 main:574] : INFO : Epoch 1770 | loss: 0.0311462 | val_loss: 0.0311682 | Time: 1331.19 ms [2022-04-11 21:04:57 main:574] : INFO : Epoch 1771 | loss: 0.0311471 | val_loss: 0.0311705 | Time: 1495.19 ms [2022-04-11 21:04:58 main:574] : INFO : Epoch 1772 | loss: 0.0311485 | val_loss: 0.0311672 | Time: 1375.95 ms [2022-04-11 21:04:59 main:574] : INFO : Epoch 1773 | loss: 0.0311479 | val_loss: 0.0311661 | Time: 1323.31 ms [2022-04-11 21:05:01 main:574] : INFO : Epoch 1774 | loss: 0.0311492 | val_loss: 0.0311669 | Time: 1393.35 ms [2022-04-11 21:05:02 main:574] : INFO : Epoch 1775 | loss: 0.0311498 | val_loss: 0.0311687 | Time: 1348.29 ms [2022-04-11 21:05:04 main:574] : INFO : Epoch 1776 | loss: 0.0311479 | val_loss: 0.0311717 | Time: 1347.81 ms [2022-04-11 21:05:05 main:574] : INFO : Epoch 1777 | loss: 0.031145 | val_loss: 0.0311676 | Time: 1315.55 ms [2022-04-11 21:05:06 main:574] : INFO : Epoch 1778 | loss: 0.0311457 | val_loss: 0.0311687 | Time: 1486.3 ms [2022-04-11 21:05:08 main:574] : INFO : Epoch 1779 | loss: 0.0311465 | val_loss: 0.0311666 | Time: 1423.84 ms [2022-04-11 21:05:09 main:574] : INFO : Epoch 1780 | loss: 0.0311466 | val_loss: 0.0311666 | Time: 1326.21 ms [2022-04-11 21:05:11 main:574] : INFO : Epoch 1781 | loss: 0.0311473 | val_loss: 0.0311694 | Time: 1345.95 ms [2022-04-11 21:05:12 main:574] : INFO : Epoch 1782 | loss: 0.0311496 | val_loss: 0.0311719 | Time: 1360.43 ms [2022-04-11 21:05:13 main:574] : INFO : Epoch 1783 | loss: 0.0311457 | val_loss: 0.0311713 | Time: 1333.47 ms [2022-04-11 21:05:15 main:574] : INFO : Epoch 1784 | loss: 0.0311456 | val_loss: 0.0311693 | Time: 1355.82 ms [2022-04-11 21:05:16 main:574] : INFO : Epoch 1785 | loss: 0.0311481 | val_loss: 0.0311663 | Time: 1440.6 ms [2022-04-11 21:05:18 main:574] : INFO : Epoch 1786 | loss: 0.0311498 | val_loss: 0.0311691 | Time: 1507.86 ms [2022-04-11 21:05:19 main:574] : INFO : Epoch 1787 | loss: 0.0311499 | val_loss: 0.0311765 | Time: 1342.48 ms [2022-04-11 21:05:20 main:574] : INFO : Epoch 1788 | loss: 0.0311494 | val_loss: 0.0311689 | Time: 1315.52 ms [2022-04-11 21:05:22 main:574] : INFO : Epoch 1789 | loss: 0.0311456 | val_loss: 0.0311718 | Time: 1349.15 ms [2022-04-11 21:05:23 main:574] : INFO : Epoch 1790 | loss: 0.031146 | val_loss: 0.0311685 | Time: 1357.05 ms [2022-04-11 21:05:24 main:574] : INFO : Epoch 1791 | loss: 0.0311459 | val_loss: 0.0311672 | Time: 1317.04 ms [2022-04-11 21:05:26 main:574] : INFO : Epoch 1792 | loss: 0.0311439 | val_loss: 0.0311709 | Time: 1318.39 ms [2022-04-11 21:05:27 main:574] : INFO : Epoch 1793 | loss: 0.0311441 | val_loss: 0.031171 | Time: 1398.94 ms [2022-04-11 21:05:29 main:574] : INFO : Epoch 1794 | loss: 0.0311481 | val_loss: 0.0311697 | Time: 1461.46 ms [2022-04-11 21:05:30 main:574] : INFO : Epoch 1795 | loss: 0.0311489 | val_loss: 0.0311672 | Time: 1401.52 ms [2022-04-11 21:05:31 main:574] : INFO : Epoch 1796 | loss: 0.0311492 | val_loss: 0.0311667 | Time: 1351.8 ms [2022-04-11 21:05:33 main:574] : INFO : Epoch 1797 | loss: 0.0311479 | val_loss: 0.0311689 | Time: 1311.02 ms [2022-04-11 21:05:34 main:574] : INFO : Epoch 1798 | loss: 0.0311482 | val_loss: 0.0311671 | Time: 1369.17 ms [2022-04-11 21:05:36 main:574] : INFO : Epoch 1799 | loss: 0.0311463 | val_loss: 0.0311676 | Time: 1321.09 ms [2022-04-11 21:05:37 main:574] : INFO : Epoch 1800 | loss: 0.0311467 | val_loss: 0.0311679 | Time: 1268.23 ms [2022-04-11 21:05:38 main:574] : INFO : Epoch 1801 | loss: 0.031146 | val_loss: 0.0311687 | Time: 1227.52 ms [2022-04-11 21:05:39 main:574] : INFO : Epoch 1802 | loss: 0.0311459 | val_loss: 0.0311683 | Time: 1299.5 ms [2022-04-11 21:05:41 main:574] : INFO : Epoch 1803 | loss: 0.031146 | val_loss: 0.0311691 | Time: 1314.25 ms [2022-04-11 21:05:42 main:574] : INFO : Epoch 1804 | loss: 0.0311467 | val_loss: 0.031168 | Time: 1361.31 ms [2022-04-11 21:05:43 main:574] : INFO : Epoch 1805 | loss: 0.031145 | val_loss: 0.0311676 | Time: 1264.07 ms [2022-04-11 21:05:45 main:574] : INFO : Epoch 1806 | loss: 0.0311452 | val_loss: 0.0311776 | Time: 1318.13 ms [2022-04-11 21:05:46 main:574] : INFO : Epoch 1807 | loss: 0.031147 | val_loss: 0.0311675 | Time: 1224.42 ms [2022-04-11 21:05:47 main:574] : INFO : Epoch 1808 | loss: 0.0311485 | val_loss: 0.0311681 | Time: 1235.38 ms [2022-04-11 21:05:49 main:574] : INFO : Epoch 1809 | loss: 0.0311466 | val_loss: 0.0311681 | Time: 1314.45 ms [2022-04-11 21:05:50 main:574] : INFO : Epoch 1810 | loss: 0.0311455 | val_loss: 0.0311675 | Time: 1236.85 ms [2022-04-11 21:05:51 main:574] : INFO : Epoch 1811 | loss: 0.0311462 | val_loss: 0.0311691 | Time: 1293.04 ms [2022-04-11 21:05:52 main:574] : INFO : Epoch 1812 | loss: 0.0311499 | val_loss: 0.0311675 | Time: 1269.26 ms [2022-04-11 21:05:54 main:574] : INFO : Epoch 1813 | loss: 0.0311486 | val_loss: 0.0311688 | Time: 1405.83 ms [2022-04-11 21:05:55 main:574] : INFO : Epoch 1814 | loss: 0.0311491 | val_loss: 0.0311676 | Time: 1332.01 ms [2022-04-11 21:05:56 main:574] : INFO : Epoch 1815 | loss: 0.0311478 | val_loss: 0.0311667 | Time: 1318.42 ms [2022-04-11 21:05:58 main:574] : INFO : Epoch 1816 | loss: 0.0311482 | val_loss: 0.0311673 | Time: 1309 ms [2022-04-11 21:05:59 main:574] : INFO : Epoch 1817 | loss: 0.0311485 | val_loss: 0.0311676 | Time: 1233.34 ms [2022-04-11 21:06:00 main:574] : INFO : Epoch 1818 | loss: 0.0311505 | val_loss: 0.0311699 | Time: 1265.64 ms [2022-04-11 21:06:02 main:574] : INFO : Epoch 1819 | loss: 0.0311466 | val_loss: 0.0311672 | Time: 1295.84 ms [2022-04-11 21:06:03 main:574] : INFO : Epoch 1820 | loss: 0.0311468 | val_loss: 0.0311671 | Time: 1297.09 ms [2022-04-11 21:06:04 main:574] : INFO : Epoch 1821 | loss: 0.0311456 | val_loss: 0.0311667 | Time: 1345.64 ms [2022-04-11 21:06:06 main:574] : INFO : Epoch 1822 | loss: 0.0311462 | val_loss: 0.0311673 | Time: 1289.85 ms [2022-04-11 21:06:07 main:574] : INFO : Epoch 1823 | loss: 0.0311509 | val_loss: 0.0311687 | Time: 1299.37 ms [2022-04-11 21:06:08 main:574] : INFO : Epoch 1824 | loss: 0.0311476 | val_loss: 0.0311687 | Time: 1321.48 ms [2022-04-11 21:06:10 main:574] : INFO : Epoch 1825 | loss: 0.0311479 | val_loss: 0.0311682 | Time: 1288.65 ms [2022-04-11 21:06:11 main:574] : INFO : Epoch 1826 | loss: 0.0311485 | val_loss: 0.0311634 | Time: 1310.01 ms [2022-04-11 21:06:12 main:574] : INFO : Epoch 1827 | loss: 0.031149 | val_loss: 0.0311642 | Time: 1290.26 ms [2022-04-11 21:06:14 main:574] : INFO : Epoch 1828 | loss: 0.0311472 | val_loss: 0.0311642 | Time: 1295.88 ms [2022-04-11 21:06:15 main:574] : INFO : Epoch 1829 | loss: 0.0311475 | val_loss: 0.0311649 | Time: 1227.72 ms [2022-04-11 21:06:16 main:574] : INFO : Epoch 1830 | loss: 0.0311495 | val_loss: 0.0311659 | Time: 1263.95 ms [2022-04-11 21:06:17 main:574] : INFO : Epoch 1831 | loss: 0.0311473 | val_loss: 0.0311663 | Time: 1263.08 ms [2022-04-11 21:06:19 main:574] : INFO : Epoch 1832 | loss: 0.0311499 | val_loss: 0.0311748 | Time: 1231.86 ms [2022-04-11 21:06:20 main:574] : INFO : Epoch 1833 | loss: 0.0311584 | val_loss: 0.0311874 | Time: 1320.84 ms [2022-04-11 21:06:21 main:574] : INFO : Epoch 1834 | loss: 0.031163 | val_loss: 0.0311793 | Time: 1268.34 ms [2022-04-11 21:06:23 main:574] : INFO : Epoch 1835 | loss: 0.0311587 | val_loss: 0.0311752 | Time: 1341.45 ms [2022-04-11 21:06:24 main:574] : INFO : Epoch 1836 | loss: 0.0311562 | val_loss: 0.0311658 | Time: 1297.71 ms [2022-04-11 21:06:25 main:574] : INFO : Epoch 1837 | loss: 0.0311504 | val_loss: 0.0311713 | Time: 1337.37 ms [2022-04-11 21:06:27 main:574] : INFO : Epoch 1838 | loss: 0.0311496 | val_loss: 0.0311719 | Time: 1257.55 ms [2022-04-11 21:06:28 main:574] : INFO : Epoch 1839 | loss: 0.031149 | val_loss: 0.0311672 | Time: 1279.25 ms [2022-04-11 21:06:29 main:574] : INFO : Epoch 1840 | loss: 0.0311484 | val_loss: 0.0311646 | Time: 1356.19 ms [2022-04-11 21:06:31 main:574] : INFO : Epoch 1841 | loss: 0.0311476 | val_loss: 0.0311656 | Time: 1320.86 ms [2022-04-11 21:06:32 main:574] : INFO : Epoch 1842 | loss: 0.0311471 | val_loss: 0.0311677 | Time: 1275.93 ms [2022-04-11 21:06:33 main:574] : INFO : Epoch 1843 | loss: 0.0311509 | val_loss: 0.0311658 | Time: 1244.39 ms [2022-04-11 21:06:34 main:574] : INFO : Epoch 1844 | loss: 0.0311499 | val_loss: 0.0311658 | Time: 1370.02 ms [2022-04-11 21:06:36 main:574] : INFO : Epoch 1845 | loss: 0.0311506 | val_loss: 0.0311633 | Time: 1268.91 ms [2022-04-11 21:06:37 main:574] : INFO : Epoch 1846 | loss: 0.0311498 | val_loss: 0.0311699 | Time: 1319.21 ms [2022-04-11 21:06:38 main:574] : INFO : Epoch 1847 | loss: 0.031151 | val_loss: 0.0311706 | Time: 1298.17 ms [2022-04-11 21:06:40 main:574] : INFO : Epoch 1848 | loss: 0.031151 | val_loss: 0.0311668 | Time: 1250.16 ms [2022-04-11 21:06:41 main:574] : INFO : Epoch 1849 | loss: 0.0311517 | val_loss: 0.0311693 | Time: 1265.9 ms [2022-04-11 21:06:42 main:574] : INFO : Epoch 1850 | loss: 0.0311512 | val_loss: 0.0311653 | Time: 1256.43 ms [2022-04-11 21:06:44 main:574] : INFO : Epoch 1851 | loss: 0.0311489 | val_loss: 0.0311672 | Time: 1271.36 ms [2022-04-11 21:06:45 main:574] : INFO : Epoch 1852 | loss: 0.0311511 | val_loss: 0.0311636 | Time: 1287.52 ms [2022-04-11 21:06:46 main:574] : INFO : Epoch 1853 | loss: 0.0311516 | val_loss: 0.0311652 | Time: 1289.43 ms [2022-04-11 21:06:47 main:574] : INFO : Epoch 1854 | loss: 0.0311535 | val_loss: 0.031164 | Time: 1260.02 ms [2022-04-11 21:06:49 main:574] : INFO : Epoch 1855 | loss: 0.0311521 | val_loss: 0.0311657 | Time: 1263.76 ms [2022-04-11 21:06:50 main:574] : INFO : Epoch 1856 | loss: 0.0311525 | val_loss: 0.0311678 | Time: 1312.03 ms [2022-04-11 21:06:51 main:574] : INFO : Epoch 1857 | loss: 0.0311519 | val_loss: 0.0311656 | Time: 1267.8 ms [2022-04-11 21:06:53 main:574] : INFO : Epoch 1858 | loss: 0.0311539 | val_loss: 0.0311654 | Time: 1314.56 ms [2022-04-11 21:06:54 main:574] : INFO : Epoch 1859 | loss: 0.0311582 | val_loss: 0.0311655 | Time: 1253.68 ms [2022-04-11 21:06:55 main:574] : INFO : Epoch 1860 | loss: 0.031154 | val_loss: 0.0311653 | Time: 1302.59 ms [2022-04-11 21:06:57 main:574] : INFO : Epoch 1861 | loss: 0.0311564 | val_loss: 0.0311651 | Time: 1304.56 ms [2022-04-11 21:06:58 main:574] : INFO : Epoch 1862 | loss: 0.031157 | val_loss: 0.0311629 | Time: 1244.03 ms [2022-04-11 21:06:59 main:574] : INFO : Epoch 1863 | loss: 0.0311559 | val_loss: 0.0311627 | Time: 1258.15 ms [2022-04-11 21:07:00 main:574] : INFO : Epoch 1864 | loss: 0.0311561 | val_loss: 0.0311622 | Time: 1309.79 ms [2022-04-11 21:07:02 main:574] : INFO : Epoch 1865 | loss: 0.0311574 | val_loss: 0.0311627 | Time: 1290.49 ms [2022-04-11 21:07:03 main:574] : INFO : Epoch 1866 | loss: 0.0311584 | val_loss: 0.0311654 | Time: 1319.64 ms [2022-04-11 21:07:04 main:574] : INFO : Epoch 1867 | loss: 0.0311587 | val_loss: 0.0311645 | Time: 1368.39 ms [2022-04-11 21:07:06 main:574] : INFO : Epoch 1868 | loss: 0.0311586 | val_loss: 0.0311643 | Time: 1271.63 ms [2022-04-11 21:07:07 main:574] : INFO : Epoch 1869 | loss: 0.0311619 | val_loss: 0.0311683 | Time: 1269.96 ms [2022-04-11 21:07:08 main:574] : INFO : Epoch 1870 | loss: 0.0311626 | val_loss: 0.0311643 | Time: 1254.57 ms [2022-04-11 21:07:10 main:574] : INFO : Epoch 1871 | loss: 0.0311612 | val_loss: 0.0311679 | Time: 1278.78 ms [2022-04-11 21:07:11 main:574] : INFO : Epoch 1872 | loss: 0.0311606 | val_loss: 0.0311704 | Time: 1314.69 ms [2022-04-11 21:07:13 main:574] : INFO : Epoch 1873 | loss: 0.0311584 | val_loss: 0.031168 | Time: 1223.87 ms [2022-04-11 21:07:14 main:574] : INFO : Epoch 1874 | loss: 0.0311589 | val_loss: 0.0311711 | Time: 1233.47 ms [2022-04-11 21:07:15 main:574] : INFO : Epoch 1875 | loss: 0.031166 | val_loss: 0.0311716 | Time: 1331.71 ms [2022-04-11 21:07:16 main:574] : INFO : Epoch 1876 | loss: 0.0311789 | val_loss: 0.0311855 | Time: 1264.21 ms [2022-04-11 21:07:18 main:574] : INFO : Epoch 1877 | loss: 0.0311884 | val_loss: 0.0311951 | Time: 1295.37 ms [2022-04-11 21:07:19 main:574] : INFO : Epoch 1878 | loss: 0.0311884 | val_loss: 0.0312056 | Time: 1321.52 ms [2022-04-11 21:07:20 main:574] : INFO : Epoch 1879 | loss: 0.0312014 | val_loss: 0.0311985 | Time: 1275.37 ms [2022-04-11 21:07:22 main:574] : INFO : Epoch 1880 | loss: 0.0311937 | val_loss: 0.0311977 | Time: 1284.16 ms [2022-04-11 21:07:23 main:574] : INFO : Epoch 1881 | loss: 0.0311856 | val_loss: 0.031186 | Time: 1254.67 ms [2022-04-11 21:07:24 main:574] : INFO : Epoch 1882 | loss: 0.0311825 | val_loss: 0.031183 | Time: 1293.78 ms [2022-04-11 21:07:26 main:574] : INFO : Epoch 1883 | loss: 0.0311809 | val_loss: 0.0311864 | Time: 1307.14 ms [2022-04-11 21:07:27 main:574] : INFO : Epoch 1884 | loss: 0.0311812 | val_loss: 0.0311871 | Time: 1306.33 ms [2022-04-11 21:07:28 main:574] : INFO : Epoch 1885 | loss: 0.0311786 | val_loss: 0.031185 | Time: 1310.19 ms [2022-04-11 21:07:30 main:574] : INFO : Epoch 1886 | loss: 0.0311765 | val_loss: 0.0311898 | Time: 1318.64 ms [2022-04-11 21:07:31 main:574] : INFO : Epoch 1887 | loss: 0.0311753 | val_loss: 0.0311847 | Time: 1303.56 ms [2022-04-11 21:07:32 main:574] : INFO : Epoch 1888 | loss: 0.0311751 | val_loss: 0.0311848 | Time: 1317.47 ms [2022-04-11 21:07:33 main:574] : INFO : Epoch 1889 | loss: 0.0311742 | val_loss: 0.0311857 | Time: 1267.61 ms [2022-04-11 21:07:35 main:574] : INFO : Epoch 1890 | loss: 0.0311736 | val_loss: 0.031184 | Time: 1291.19 ms [2022-04-11 21:07:36 main:574] : INFO : Epoch 1891 | loss: 0.0311752 | val_loss: 0.0311839 | Time: 1283.24 ms [2022-04-11 21:07:37 main:574] : INFO : Epoch 1892 | loss: 0.0311739 | val_loss: 0.0311817 | Time: 1267.62 ms [2022-04-11 21:07:39 main:574] : INFO : Epoch 1893 | loss: 0.0311744 | val_loss: 0.0311839 | Time: 1229.7 ms [2022-04-11 21:07:40 main:574] : INFO : Epoch 1894 | loss: 0.0311769 | val_loss: 0.0311908 | Time: 1287.66 ms [2022-04-11 21:07:41 main:574] : INFO : Epoch 1895 | loss: 0.0311776 | val_loss: 0.0311847 | Time: 1281.54 ms [2022-04-11 21:07:43 main:574] : INFO : Epoch 1896 | loss: 0.0311729 | val_loss: 0.0311836 | Time: 1306.87 ms [2022-04-11 21:07:44 main:574] : INFO : Epoch 1897 | loss: 0.0311752 | val_loss: 0.0311852 | Time: 1291.82 ms [2022-04-11 21:07:45 main:574] : INFO : Epoch 1898 | loss: 0.0311735 | val_loss: 0.0311842 | Time: 1273.5 ms [2022-04-11 21:07:46 main:574] : INFO : Epoch 1899 | loss: 0.031172 | val_loss: 0.0311831 | Time: 1220.45 ms [2022-04-11 21:07:48 main:574] : INFO : Epoch 1900 | loss: 0.031173 | val_loss: 0.0311866 | Time: 1338.88 ms [2022-04-11 21:07:49 main:574] : INFO : Epoch 1901 | loss: 0.0311719 | val_loss: 0.0311891 | Time: 1334.4 ms [2022-04-11 21:07:50 main:574] : INFO : Epoch 1902 | loss: 0.0311739 | val_loss: 0.0311869 | Time: 1251.16 ms [2022-04-11 21:07:52 main:574] : INFO : Epoch 1903 | loss: 0.0311709 | val_loss: 0.0311836 | Time: 1291.43 ms [2022-04-11 21:07:53 main:574] : INFO : Epoch 1904 | loss: 0.0311721 | val_loss: 0.0311904 | Time: 1391.27 ms [2022-04-11 21:07:54 main:574] : INFO : Epoch 1905 | loss: 0.0311714 | val_loss: 0.0311878 | Time: 1379.29 ms [2022-04-11 21:07:56 main:574] : INFO : Epoch 1906 | loss: 0.0311717 | val_loss: 0.0311951 | Time: 1363.24 ms [2022-04-11 21:07:57 main:574] : INFO : Epoch 1907 | loss: 0.0311719 | val_loss: 0.0311861 | Time: 1235.45 ms [2022-04-11 21:07:58 main:574] : INFO : Epoch 1908 | loss: 0.0311723 | val_loss: 0.0311844 | Time: 1345.93 ms [2022-04-11 21:08:00 main:574] : INFO : Epoch 1909 | loss: 0.0311688 | val_loss: 0.0311843 | Time: 1348.02 ms [2022-04-11 21:08:01 main:574] : INFO : Epoch 1910 | loss: 0.0311693 | val_loss: 0.0311874 | Time: 1225.21 ms [2022-04-11 21:08:02 main:574] : INFO : Epoch 1911 | loss: 0.03117 | val_loss: 0.0311872 | Time: 1307.6 ms [2022-04-11 21:08:04 main:574] : INFO : Epoch 1912 | loss: 0.0311692 | val_loss: 0.0311888 | Time: 1294.11 ms [2022-04-11 21:08:05 main:574] : INFO : Epoch 1913 | loss: 0.0311693 | val_loss: 0.0311847 | Time: 1266.32 ms [2022-04-11 21:08:06 main:574] : INFO : Epoch 1914 | loss: 0.0311693 | val_loss: 0.0311929 | Time: 1282.25 ms [2022-04-11 21:08:08 main:574] : INFO : Epoch 1915 | loss: 0.0311706 | val_loss: 0.0311846 | Time: 1308.62 ms [2022-04-11 21:08:09 main:574] : INFO : Epoch 1916 | loss: 0.0311724 | val_loss: 0.0311852 | Time: 1295.53 ms [2022-04-11 21:08:10 main:574] : INFO : Epoch 1917 | loss: 0.0311703 | val_loss: 0.0311844 | Time: 1324.91 ms [2022-04-11 21:08:12 main:574] : INFO : Epoch 1918 | loss: 0.0311694 | val_loss: 0.0311843 | Time: 1358.97 ms [2022-04-11 21:08:13 main:574] : INFO : Epoch 1919 | loss: 0.0311684 | val_loss: 0.031185 | Time: 1364.41 ms [2022-04-11 21:08:14 main:574] : INFO : Epoch 1920 | loss: 0.0311688 | val_loss: 0.0311845 | Time: 1250.4 ms [2022-04-11 21:08:16 main:574] : INFO : Epoch 1921 | loss: 0.0311698 | val_loss: 0.0311867 | Time: 1269.55 ms [2022-04-11 21:08:17 main:574] : INFO : Epoch 1922 | loss: 0.0311739 | val_loss: 0.0311923 | Time: 1273.05 ms [2022-04-11 21:08:18 main:574] : INFO : Epoch 1923 | loss: 0.0311701 | val_loss: 0.0311866 | Time: 1384.57 ms [2022-04-11 21:08:20 main:574] : INFO : Epoch 1924 | loss: 0.0311709 | val_loss: 0.0311829 | Time: 1334.25 ms [2022-04-11 21:08:21 main:574] : INFO : Epoch 1925 | loss: 0.0311709 | val_loss: 0.0311964 | Time: 1268.43 ms [2022-04-11 21:08:22 main:574] : INFO : Epoch 1926 | loss: 0.0311688 | val_loss: 0.0311865 | Time: 1287.72 ms [2022-04-11 21:08:23 main:574] : INFO : Epoch 1927 | loss: 0.0311692 | val_loss: 0.0311846 | Time: 1301.64 ms [2022-04-11 21:08:25 main:574] : INFO : Epoch 1928 | loss: 0.0311662 | val_loss: 0.0311826 | Time: 1279.81 ms [2022-04-11 21:08:26 main:574] : INFO : Epoch 1929 | loss: 0.031167 | val_loss: 0.0311832 | Time: 1311.48 ms [2022-04-11 21:08:27 main:574] : INFO : Epoch 1930 | loss: 0.0311665 | val_loss: 0.0311878 | Time: 1352.53 ms [2022-04-11 21:08:29 main:574] : INFO : Epoch 1931 | loss: 0.0311675 | val_loss: 0.0311828 | Time: 1255.39 ms [2022-04-11 21:08:30 main:574] : INFO : Epoch 1932 | loss: 0.031168 | val_loss: 0.0311835 | Time: 1277.29 ms [2022-04-11 21:08:31 main:574] : INFO : Epoch 1933 | loss: 0.0311671 | val_loss: 0.0311829 | Time: 1252.9 ms [2022-04-11 21:08:33 main:574] : INFO : Epoch 1934 | loss: 0.031166 | val_loss: 0.0311808 | Time: 1306.37 ms [2022-04-11 21:08:34 main:574] : INFO : Epoch 1935 | loss: 0.0311692 | val_loss: 0.0311883 | Time: 1388.95 ms [2022-04-11 21:08:35 main:574] : INFO : Epoch 1936 | loss: 0.031166 | val_loss: 0.0311837 | Time: 1278.28 ms [2022-04-11 21:08:37 main:574] : INFO : Epoch 1937 | loss: 0.0311657 | val_loss: 0.0311833 | Time: 1368.25 ms [2022-04-11 21:08:38 main:574] : INFO : Epoch 1938 | loss: 0.0311646 | val_loss: 0.031184 | Time: 1280.45 ms [2022-04-11 21:08:39 main:574] : INFO : Epoch 1939 | loss: 0.0311649 | val_loss: 0.0311822 | Time: 1294.33 ms [2022-04-11 21:08:41 main:574] : INFO : Epoch 1940 | loss: 0.0311644 | val_loss: 0.0311824 | Time: 1288.84 ms [2022-04-11 21:08:42 main:574] : INFO : Epoch 1941 | loss: 0.0311649 | val_loss: 0.0311835 | Time: 1329.84 ms [2022-04-11 21:08:43 main:574] : INFO : Epoch 1942 | loss: 0.031168 | val_loss: 0.0311844 | Time: 1367.44 ms [2022-04-11 21:08:45 main:574] : INFO : Epoch 1943 | loss: 0.0311676 | val_loss: 0.0311822 | Time: 1196.28 ms [2022-04-11 21:08:46 main:574] : INFO : Epoch 1944 | loss: 0.0311676 | val_loss: 0.031184 | Time: 1269.51 ms [2022-04-11 21:08:47 main:574] : INFO : Epoch 1945 | loss: 0.0311672 | val_loss: 0.031182 | Time: 1405.65 ms [2022-04-11 21:08:49 main:574] : INFO : Epoch 1946 | loss: 0.0311682 | val_loss: 0.0311802 | Time: 1317.39 ms [2022-04-11 21:08:50 main:574] : INFO : Epoch 1947 | loss: 0.0311685 | val_loss: 0.0311809 | Time: 1322.67 ms [2022-04-11 21:08:51 main:574] : INFO : Epoch 1948 | loss: 0.0311659 | val_loss: 0.0311814 | Time: 1306.64 ms [2022-04-11 21:08:53 main:574] : INFO : Epoch 1949 | loss: 0.0311682 | val_loss: 0.0311855 | Time: 1252.86 ms [2022-04-11 21:08:54 main:574] : INFO : Epoch 1950 | loss: 0.0311687 | val_loss: 0.0311857 | Time: 1313.59 ms [2022-04-11 21:08:55 main:574] : INFO : Epoch 1951 | loss: 0.031167 | val_loss: 0.0311808 | Time: 1264.63 ms [2022-04-11 21:08:57 main:574] : INFO : Epoch 1952 | loss: 0.0311676 | val_loss: 0.0311819 | Time: 1321.17 ms [2022-04-11 21:08:58 main:574] : INFO : Epoch 1953 | loss: 0.0311676 | val_loss: 0.0311777 | Time: 1281.66 ms [2022-04-11 21:08:59 main:574] : INFO : Epoch 1954 | loss: 0.0311669 | val_loss: 0.0311807 | Time: 1306.1 ms [2022-04-11 21:09:00 main:574] : INFO : Epoch 1955 | loss: 0.0311667 | val_loss: 0.0311819 | Time: 1223.6 ms [2022-04-11 21:09:02 main:574] : INFO : Epoch 1956 | loss: 0.0311653 | val_loss: 0.0311814 | Time: 1304.83 ms [2022-04-11 21:09:03 main:574] : INFO : Epoch 1957 | loss: 0.0311662 | val_loss: 0.0311811 | Time: 1299.37 ms [2022-04-11 21:09:04 main:574] : INFO : Epoch 1958 | loss: 0.0311662 | val_loss: 0.0311828 | Time: 1299.22 ms [2022-04-11 21:09:06 main:574] : INFO : Epoch 1959 | loss: 0.0311654 | val_loss: 0.0311839 | Time: 1295.55 ms [2022-04-11 21:09:07 main:574] : INFO : Epoch 1960 | loss: 0.0311662 | val_loss: 0.0311841 | Time: 1253.45 ms [2022-04-11 21:09:08 main:574] : INFO : Epoch 1961 | loss: 0.0311684 | val_loss: 0.0311844 | Time: 1289.3 ms [2022-04-11 21:09:10 main:574] : INFO : Epoch 1962 | loss: 0.0311682 | val_loss: 0.0311851 | Time: 1304.47 ms [2022-04-11 21:09:11 main:574] : INFO : Epoch 1963 | loss: 0.0311707 | val_loss: 0.0311802 | Time: 1309.49 ms [2022-04-11 21:09:12 main:574] : INFO : Epoch 1964 | loss: 0.0311697 | val_loss: 0.0311814 | Time: 1197.82 ms [2022-04-11 21:09:13 main:574] : INFO : Epoch 1965 | loss: 0.0311677 | val_loss: 0.0311841 | Time: 1330.74 ms [2022-04-11 21:09:15 main:574] : INFO : Epoch 1966 | loss: 0.0311671 | val_loss: 0.0311854 | Time: 1388.87 ms [2022-04-11 21:09:16 main:574] : INFO : Epoch 1967 | loss: 0.0311708 | val_loss: 0.0311893 | Time: 1301.02 ms [2022-04-11 21:09:17 main:574] : INFO : Epoch 1968 | loss: 0.0311687 | val_loss: 0.0311797 | Time: 1300.75 ms [2022-04-11 21:09:19 main:574] : INFO : Epoch 1969 | loss: 0.0311666 | val_loss: 0.0311832 | Time: 1290.81 ms [2022-04-11 21:09:20 main:574] : INFO : Epoch 1970 | loss: 0.0311651 | val_loss: 0.0311883 | Time: 1316.13 ms [2022-04-11 21:09:21 main:574] : INFO : Epoch 1971 | loss: 0.0311692 | val_loss: 0.0311873 | Time: 1268.2 ms [2022-04-11 21:09:23 main:574] : INFO : Epoch 1972 | loss: 0.0311659 | val_loss: 0.0311813 | Time: 1366.4 ms [2022-04-11 21:09:24 main:574] : INFO : Epoch 1973 | loss: 0.0311634 | val_loss: 0.0311804 | Time: 1281.24 ms [2022-04-11 21:09:25 main:574] : INFO : Epoch 1974 | loss: 0.0311635 | val_loss: 0.0311815 | Time: 1289.54 ms [2022-04-11 21:09:27 main:574] : INFO : Epoch 1975 | loss: 0.0311637 | val_loss: 0.0311803 | Time: 1391.95 ms [2022-04-11 21:09:28 main:574] : INFO : Epoch 1976 | loss: 0.0311642 | val_loss: 0.0311805 | Time: 1321.2 ms [2022-04-11 21:09:29 main:574] : INFO : Epoch 1977 | loss: 0.0311631 | val_loss: 0.0311818 | Time: 1316.91 ms [2022-04-11 21:09:31 main:574] : INFO : Epoch 1978 | loss: 0.0311636 | val_loss: 0.0311814 | Time: 1315.25 ms [2022-04-11 21:09:32 main:574] : INFO : Epoch 1979 | loss: 0.0311642 | val_loss: 0.03118 | Time: 1399.82 ms [2022-04-11 21:09:34 main:574] : INFO : Epoch 1980 | loss: 0.0311634 | val_loss: 0.03118 | Time: 1303.64 ms [2022-04-11 21:09:35 main:574] : INFO : Epoch 1981 | loss: 0.0311683 | val_loss: 0.0311816 | Time: 1349.31 ms [2022-04-11 21:09:36 main:574] : INFO : Epoch 1982 | loss: 0.0311685 | val_loss: 0.0311844 | Time: 1431.2 ms [2022-04-11 21:09:38 main:574] : INFO : Epoch 1983 | loss: 0.0311725 | val_loss: 0.0311991 | Time: 1430.2 ms [2022-04-11 21:09:39 main:574] : INFO : Epoch 1984 | loss: 0.0311719 | val_loss: 0.0311863 | Time: 1379.68 ms [2022-04-11 21:09:41 main:574] : INFO : Epoch 1985 | loss: 0.0311838 | val_loss: 0.0311855 | Time: 1407.92 ms [2022-04-11 21:09:42 main:574] : INFO : Epoch 1986 | loss: 0.0311742 | val_loss: 0.0311871 | Time: 1434.34 ms [2022-04-11 21:09:43 main:574] : INFO : Epoch 1987 | loss: 0.0311724 | val_loss: 0.031185 | Time: 1358.18 ms [2022-04-11 21:09:45 main:574] : INFO : Epoch 1988 | loss: 0.0311689 | val_loss: 0.0311824 | Time: 1327.38 ms [2022-04-11 21:09:46 main:574] : INFO : Epoch 1989 | loss: 0.0311684 | val_loss: 0.0311801 | Time: 1468.88 ms [2022-04-11 21:09:48 main:574] : INFO : Epoch 1990 | loss: 0.0311704 | val_loss: 0.0311834 | Time: 1334.17 ms [2022-04-11 21:09:49 main:574] : INFO : Epoch 1991 | loss: 0.0311686 | val_loss: 0.0311832 | Time: 1412.68 ms [2022-04-11 21:09:50 main:574] : INFO : Epoch 1992 | loss: 0.0311711 | val_loss: 0.0311899 | Time: 1344.38 ms [2022-04-11 21:09:52 main:574] : INFO : Epoch 1993 | loss: 0.0311708 | val_loss: 0.0311838 | Time: 1442.87 ms [2022-04-11 21:09:53 main:574] : INFO : Epoch 1994 | loss: 0.0311675 | val_loss: 0.0311828 | Time: 1418.91 ms [2022-04-11 21:09:55 main:574] : INFO : Epoch 1995 | loss: 0.031167 | val_loss: 0.03118 | Time: 1394.54 ms [2022-04-11 21:09:56 main:574] : INFO : Epoch 1996 | loss: 0.0311682 | val_loss: 0.031182 | Time: 1444.26 ms [2022-04-11 21:09:58 main:574] : INFO : Epoch 1997 | loss: 0.0311663 | val_loss: 0.0311803 | Time: 1416.69 ms [2022-04-11 21:09:59 main:574] : INFO : Epoch 1998 | loss: 0.0311671 | val_loss: 0.0311841 | Time: 1430.99 ms [2022-04-11 21:10:01 main:574] : INFO : Epoch 1999 | loss: 0.0311675 | val_loss: 0.0311815 | Time: 1513.68 ms [2022-04-11 21:10:02 main:574] : INFO : Epoch 2000 | loss: 0.0311659 | val_loss: 0.0311763 | Time: 1603.77 ms [2022-04-11 21:10:04 main:574] : INFO : Epoch 2001 | loss: 0.0311659 | val_loss: 0.0311761 | Time: 1695.28 ms [2022-04-11 21:10:05 main:574] : INFO : Epoch 2002 | loss: 0.0311648 | val_loss: 0.031176 | Time: 1462.99 ms [2022-04-11 21:10:07 main:574] : INFO : Epoch 2003 | loss: 0.0311645 | val_loss: 0.0311775 | Time: 1288.42 ms [2022-04-11 21:10:08 main:574] : INFO : Epoch 2004 | loss: 0.0311653 | val_loss: 0.0311742 | Time: 1297.46 ms [2022-04-11 21:10:10 main:574] : INFO : Epoch 2005 | loss: 0.0311642 | val_loss: 0.0311786 | Time: 1508.72 ms [2022-04-11 21:10:11 main:574] : INFO : Epoch 2006 | loss: 0.0311639 | val_loss: 0.0311736 | Time: 1546.69 ms [2022-04-11 21:10:13 main:574] : INFO : Epoch 2007 | loss: 0.0311632 | val_loss: 0.0311774 | Time: 1513.19 ms [2022-04-11 21:10:14 main:574] : INFO : Epoch 2008 | loss: 0.0311627 | val_loss: 0.0311722 | Time: 1479.89 ms [2022-04-11 21:10:16 main:574] : INFO : Epoch 2009 | loss: 0.0311673 | val_loss: 0.0311768 | Time: 1493.96 ms [2022-04-11 21:10:17 main:574] : INFO : Epoch 2010 | loss: 0.0311674 | val_loss: 0.0311741 | Time: 1429.71 ms [2022-04-11 21:10:19 main:574] : INFO : Epoch 2011 | loss: 0.0311642 | val_loss: 0.0311784 | Time: 1494.96 ms [2022-04-11 21:10:20 main:574] : INFO : Epoch 2012 | loss: 0.0311635 | val_loss: 0.0311754 | Time: 1366 ms [2022-04-11 21:10:21 main:574] : INFO : Epoch 2013 | loss: 0.0311632 | val_loss: 0.0311752 | Time: 1399.35 ms [2022-04-11 21:10:23 main:574] : INFO : Epoch 2014 | loss: 0.0311645 | val_loss: 0.0311754 | Time: 1439.63 ms [2022-04-11 21:10:24 main:574] : INFO : Epoch 2015 | loss: 0.0311666 | val_loss: 0.0311761 | Time: 1266.13 ms [2022-04-11 21:10:25 main:574] : INFO : Epoch 2016 | loss: 0.0311637 | val_loss: 0.0311717 | Time: 1274.77 ms [2022-04-11 21:10:27 main:574] : INFO : Epoch 2017 | loss: 0.0311627 | val_loss: 0.0311733 | Time: 1393.05 ms [2022-04-11 21:10:28 main:574] : INFO : Epoch 2018 | loss: 0.0311623 | val_loss: 0.0311731 | Time: 1345.01 ms [2022-04-11 21:10:30 main:574] : INFO : Epoch 2019 | loss: 0.0311612 | val_loss: 0.0311738 | Time: 1480.99 ms [2022-04-11 21:10:31 main:574] : INFO : Epoch 2020 | loss: 0.031163 | val_loss: 0.0311737 | Time: 1435.63 ms [2022-04-11 21:10:33 main:574] : INFO : Epoch 2021 | loss: 0.0311594 | val_loss: 0.0311722 | Time: 1537.53 ms [2022-04-11 21:10:34 main:574] : INFO : Epoch 2022 | loss: 0.0311626 | val_loss: 0.0311794 | Time: 1653.71 ms [2022-04-11 21:10:36 main:574] : INFO : Epoch 2023 | loss: 0.0311626 | val_loss: 0.0311773 | Time: 1664.48 ms [2022-04-11 21:10:37 main:574] : INFO : Epoch 2024 | loss: 0.0311633 | val_loss: 0.0311762 | Time: 1428.16 ms [2022-04-11 21:10:39 main:574] : INFO : Epoch 2025 | loss: 0.0311627 | val_loss: 0.0311736 | Time: 1381.26 ms [2022-04-11 21:10:40 main:574] : INFO : Epoch 2026 | loss: 0.0311599 | val_loss: 0.0311735 | Time: 1322.65 ms [2022-04-11 21:10:42 main:574] : INFO : Epoch 2027 | loss: 0.0311605 | val_loss: 0.0311731 | Time: 1324.31 ms [2022-04-11 21:10:43 main:574] : INFO : Epoch 2028 | loss: 0.0311613 | val_loss: 0.0311707 | Time: 1398.12 ms [2022-04-11 21:10:44 main:574] : INFO : Epoch 2029 | loss: 0.03116 | val_loss: 0.0311742 | Time: 1387.25 ms [2022-04-11 21:10:46 main:574] : INFO : Epoch 2030 | loss: 0.0311623 | val_loss: 0.0311739 | Time: 1359.07 ms [2022-04-11 21:10:47 main:574] : INFO : Epoch 2031 | loss: 0.0311608 | val_loss: 0.0311755 | Time: 1299.83 ms [2022-04-11 21:10:48 main:574] : INFO : Epoch 2032 | loss: 0.0311594 | val_loss: 0.0311682 | Time: 1313.67 ms [2022-04-11 21:10:50 main:574] : INFO : Epoch 2033 | loss: 0.0311615 | val_loss: 0.0311691 | Time: 1276.95 ms [2022-04-11 21:10:51 main:574] : INFO : Epoch 2034 | loss: 0.0311595 | val_loss: 0.031167 | Time: 1225.04 ms [2022-04-11 21:10:52 main:574] : INFO : Epoch 2035 | loss: 0.031159 | val_loss: 0.0311675 | Time: 1295.83 ms [2022-04-11 21:10:53 main:574] : INFO : Epoch 2036 | loss: 0.0311601 | val_loss: 0.0311706 | Time: 1225.89 ms [2022-04-11 21:10:55 main:574] : INFO : Epoch 2037 | loss: 0.0311605 | val_loss: 0.0311751 | Time: 1285.41 ms [2022-04-11 21:10:56 main:574] : INFO : Epoch 2038 | loss: 0.031171 | val_loss: 0.0311846 | Time: 1282.99 ms [2022-04-11 21:10:57 main:574] : INFO : Epoch 2039 | loss: 0.0311727 | val_loss: 0.0311796 | Time: 1229.81 ms [2022-04-11 21:10:59 main:574] : INFO : Epoch 2040 | loss: 0.0311683 | val_loss: 0.0311766 | Time: 1229.8 ms [2022-04-11 21:11:00 main:574] : INFO : Epoch 2041 | loss: 0.0311695 | val_loss: 0.0311776 | Time: 1370.41 ms [2022-04-11 21:11:01 main:574] : INFO : Epoch 2042 | loss: 0.0311668 | val_loss: 0.0311756 | Time: 1276.8 ms [2022-04-11 21:11:03 main:574] : INFO : Epoch 2043 | loss: 0.0311663 | val_loss: 0.0311738 | Time: 1238.5 ms [2022-04-11 21:11:04 main:574] : INFO : Epoch 2044 | loss: 0.0311667 | val_loss: 0.0311732 | Time: 1225.68 ms [2022-04-11 21:11:05 main:574] : INFO : Epoch 2045 | loss: 0.0311663 | val_loss: 0.0311743 | Time: 1296.92 ms [2022-04-11 21:11:06 main:574] : INFO : Epoch 2046 | loss: 0.0311638 | val_loss: 0.0311716 | Time: 1214.97 ms [2022-04-11 21:11:08 main:574] : INFO : Epoch 2047 | loss: 0.0311644 | val_loss: 0.0311697 | Time: 1269.64 ms [2022-04-11 21:11:09 main:574] : INFO : Epoch 2048 | loss: 0.0311637 | val_loss: 0.0311703 | Time: 1241.57 ms [2022-04-11 21:11:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311703 [2022-04-11 21:11:09 main:603] : INFO : Saving end state to config to file [2022-04-11 21:11:09 main:608] : INFO : Success, exiting.. 21:11:09 (4140): 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)