Task 14573830
| Name | ParityModified-1647046718-15939-3-0_0 |
| Workunit | 11596503 |
| Created | 9 Apr 2022, 21:24:27 UTC |
| Sent | 10 Apr 2022, 17:12:25 UTC |
| Report deadline | 18 Apr 2022, 17:12:25 UTC |
| Received | 11 Apr 2022, 3:24:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8850 |
| Run time | 50 min 16 sec |
| CPU time | 41 min 56 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 2-04-11 03:17:11 main:574] : INFO : Epoch 1542 | loss: 0.0311426 | val_loss: 0.0311638 | Time: 1405.56 ms [2022-04-11 03:17:12 main:574] : INFO : Epoch 1543 | loss: 0.0311453 | val_loss: 0.0311601 | Time: 1497.25 ms [2022-04-11 03:17:14 main:574] : INFO : Epoch 1544 | loss: 0.0311446 | val_loss: 0.0311643 | Time: 1495.12 ms [2022-04-11 03:17:15 main:574] : INFO : Epoch 1545 | loss: 0.0311436 | val_loss: 0.0311638 | Time: 1496.65 ms [2022-04-11 03:17:17 main:574] : INFO : Epoch 1546 | loss: 0.0311447 | val_loss: 0.0311628 | Time: 1445.91 ms [2022-04-11 03:17:18 main:574] : INFO : Epoch 1547 | loss: 0.0311417 | val_loss: 0.0311664 | Time: 1476.47 ms [2022-04-11 03:17:20 main:574] : INFO : Epoch 1548 | loss: 0.031142 | val_loss: 0.0311654 | Time: 1336.83 ms [2022-04-11 03:17:21 main:574] : INFO : Epoch 1549 | loss: 0.0311387 | val_loss: 0.0311634 | Time: 1471.81 ms [2022-04-11 03:17:23 main:574] : INFO : Epoch 1550 | loss: 0.0311378 | val_loss: 0.0311592 | Time: 1505.16 ms [2022-04-11 03:17:24 main:574] : INFO : Epoch 1551 | loss: 0.0311362 | val_loss: 0.0311619 | Time: 1350.01 ms [2022-04-11 03:17:25 main:574] : INFO : Epoch 1552 | loss: 0.0311399 | val_loss: 0.0311621 | Time: 1489.83 ms [2022-04-11 03:17:27 main:574] : INFO : Epoch 1553 | loss: 0.031141 | val_loss: 0.0311626 | Time: 1456.58 ms [2022-04-11 03:17:28 main:574] : INFO : Epoch 1554 | loss: 0.0311415 | val_loss: 0.0311606 | Time: 1452.01 ms [2022-04-11 03:17:30 main:574] : INFO : Epoch 1555 | loss: 0.031138 | val_loss: 0.0311612 | Time: 1500.32 ms [2022-04-11 03:17:31 main:574] : INFO : Epoch 1556 | loss: 0.0311375 | val_loss: 0.0311595 | Time: 1472.44 ms [2022-04-11 03:17:33 main:574] : INFO : Epoch 1557 | loss: 0.0311383 | val_loss: 0.0311626 | Time: 1464.34 ms [2022-04-11 03:17:34 main:574] : INFO : Epoch 1558 | loss: 0.0311377 | val_loss: 0.0311599 | Time: 1568.8 ms [2022-04-11 03:17:36 main:574] : INFO : Epoch 1559 | loss: 0.0311363 | val_loss: 0.0311636 | Time: 1492.59 ms [2022-04-11 03:17:38 main:574] : INFO : Epoch 1560 | loss: 0.0311384 | val_loss: 0.0311681 | Time: 1561.17 ms [2022-04-11 03:17:39 main:574] : INFO : Epoch 1561 | loss: 0.0311401 | val_loss: 0.0311629 | Time: 1447.82 ms [2022-04-11 03:17:40 main:574] : INFO : Epoch 1562 | loss: 0.0311373 | val_loss: 0.031159 | Time: 1519.65 ms [2022-04-11 03:17:42 main:574] : INFO : Epoch 1563 | loss: 0.0311366 | val_loss: 0.0311649 | Time: 1495.79 ms [2022-04-11 03:17:43 main:574] : INFO : Epoch 1564 | loss: 0.0311396 | val_loss: 0.0311603 | Time: 1429.7 ms [2022-04-11 03:17:45 main:574] : INFO : Epoch 1565 | loss: 0.031135 | val_loss: 0.0311593 | Time: 1351.04 ms [2022-04-11 03:17:46 main:574] : INFO : Epoch 1566 | loss: 0.031134 | val_loss: 0.031159 | Time: 1455.26 ms [2022-04-11 03:17:48 main:574] : INFO : Epoch 1567 | loss: 0.0311368 | val_loss: 0.0311619 | Time: 1509.76 ms [2022-04-11 03:17:49 main:574] : INFO : Epoch 1568 | loss: 0.0311367 | val_loss: 0.0311626 | Time: 1464.34 ms [2022-04-11 03:17:51 main:574] : INFO : Epoch 1569 | loss: 0.0311365 | val_loss: 0.0311656 | Time: 1475.29 ms [2022-04-11 03:17:52 main:574] : INFO : Epoch 1570 | loss: 0.0311383 | val_loss: 0.03116 | Time: 1530.63 ms [2022-04-11 03:17:54 main:574] : INFO : Epoch 1571 | loss: 0.0311349 | val_loss: 0.0311618 | Time: 1426.03 ms [2022-04-11 03:17:55 main:574] : INFO : Epoch 1572 | loss: 0.0311339 | val_loss: 0.0311592 | Time: 1340.39 ms [2022-04-11 03:17:56 main:574] : INFO : Epoch 1573 | loss: 0.0311361 | val_loss: 0.0311603 | Time: 1370.78 ms [2022-04-11 03:17:58 main:574] : INFO : Epoch 1574 | loss: 0.0311354 | val_loss: 0.0311597 | Time: 1462.88 ms [2022-04-11 03:17:59 main:574] : INFO : Epoch 1575 | loss: 0.031136 | val_loss: 0.0311606 | Time: 1518.08 ms [2022-04-11 03:18:01 main:574] : INFO : Epoch 1576 | loss: 0.0311378 | val_loss: 0.0311603 | Time: 1508.03 ms [2022-04-11 03:18:02 main:574] : INFO : Epoch 1577 | loss: 0.031141 | val_loss: 0.0311651 | Time: 1389.93 ms [2022-04-11 03:18:04 main:574] : INFO : Epoch 1578 | loss: 0.0311419 | val_loss: 0.0311715 | Time: 1389.82 ms [2022-04-11 03:18:05 main:574] : INFO : Epoch 1579 | loss: 0.0311418 | val_loss: 0.0311639 | Time: 1465.21 ms [2022-04-11 03:18:07 main:574] : INFO : Epoch 1580 | loss: 0.0311396 | val_loss: 0.0311632 | Time: 1503.56 ms [2022-04-11 03:18:08 main:574] : INFO : Epoch 1581 | loss: 0.0311384 | val_loss: 0.0311612 | Time: 1339.65 ms [2022-04-11 03:18:09 main:574] : INFO : Epoch 1582 | loss: 0.0311377 | val_loss: 0.0311606 | Time: 1401.98 ms [2022-04-11 03:18:11 main:574] : INFO : Epoch 1583 | loss: 0.0311406 | val_loss: 0.0311652 | Time: 1478.48 ms [2022-04-11 03:18:12 main:574] : INFO : Epoch 1584 | loss: 0.0311451 | val_loss: 0.031163 | Time: 1343.65 ms [2022-04-11 03:18:14 main:574] : INFO : Epoch 1585 | loss: 0.0311454 | val_loss: 0.0311642 | Time: 1543.72 ms [2022-04-11 03:18:15 main:574] : INFO : Epoch 1586 | loss: 0.0311448 | val_loss: 0.0311618 | Time: 1341.64 ms [2022-04-11 03:18:17 main:574] : INFO : Epoch 1587 | loss: 0.0311452 | val_loss: 0.031162 | Time: 1504.46 ms [2022-04-11 03:18:18 main:574] : INFO : Epoch 1588 | loss: 0.0311433 | val_loss: 0.031163 | Time: 1477.21 ms [2022-04-11 03:18:20 main:574] : INFO : Epoch 1589 | loss: 0.031145 | val_loss: 0.0311739 | Time: 1402.58 ms [2022-04-11 03:18:21 main:574] : INFO : Epoch 1590 | loss: 0.0311483 | val_loss: 0.0311647 | Time: 1444.6 ms [2022-04-11 03:18:22 main:574] : INFO : Epoch 1591 | loss: 0.0311428 | val_loss: 0.0311685 | Time: 1366.63 ms [2022-04-11 03:18:24 main:574] : INFO : Epoch 1592 | loss: 0.0311411 | val_loss: 0.0311665 | Time: 1486.63 ms [2022-04-11 03:18:26 main:574] : INFO : Epoch 1593 | loss: 0.0311396 | val_loss: 0.0311696 | Time: 1546.62 ms [2022-04-11 03:18:27 main:574] : INFO : Epoch 1594 | loss: 0.0311396 | val_loss: 0.0311673 | Time: 1478.13 ms [2022-04-11 03:18:29 main:574] : INFO : Epoch 1595 | loss: 0.0311401 | val_loss: 0.0311638 | Time: 1486.83 ms [2022-04-11 03:18:30 main:574] : INFO : Epoch 1596 | loss: 0.0311423 | val_loss: 0.0311664 | Time: 1476.51 ms [2022-04-11 03:18:32 main:574] : INFO : Epoch 1597 | loss: 0.0311431 | val_loss: 0.03116 | Time: 1484 ms [2022-04-11 03:18:33 main:574] : INFO : Epoch 1598 | loss: 0.0311409 | val_loss: 0.0311627 | Time: 1484.96 ms [2022-04-11 03:18:35 main:574] : INFO : Epoch 1599 | loss: 0.0311413 | val_loss: 0.0311681 | Time: 1510.29 ms [2022-04-11 03:18:36 main:574] : INFO : Epoch 1600 | loss: 0.0311454 | val_loss: 0.0311706 | Time: 1535.12 ms [2022-04-11 03:18:38 main:574] : INFO : Epoch 1601 | loss: 0.0311443 | val_loss: 0.0311673 | Time: 1546.65 ms [2022-04-11 03:18:39 main:574] : INFO : Epoch 1602 | loss: 0.0311548 | val_loss: 0.0312221 | Time: 1460.84 ms [2022-04-11 03:18:41 main:574] : INFO : Epoch 1603 | loss: 0.0342276 | val_loss: 0.0702297 | Time: 1486.25 ms [2022-04-11 03:18:42 main:574] : INFO : Epoch 1604 | loss: 0.03663 | val_loss: 0.0319759 | Time: 1486.5 ms [2022-04-11 03:18:44 main:574] : INFO : Epoch 1605 | loss: 0.0315507 | val_loss: 0.0313257 | Time: 1426.86 ms [2022-04-11 03:18:45 main:574] : INFO : Epoch 1606 | loss: 0.0312789 | val_loss: 0.0312441 | Time: 1364.64 ms [2022-04-11 03:18:46 main:574] : INFO : Epoch 1607 | loss: 0.0312316 | val_loss: 0.0312211 | Time: 1470.47 ms [2022-04-11 03:18:48 main:574] : INFO : Epoch 1608 | loss: 0.0312165 | val_loss: 0.0312094 | Time: 1329.81 ms [2022-04-11 03:18:49 main:574] : INFO : Epoch 1609 | loss: 0.0312043 | val_loss: 0.0311993 | Time: 1468.1 ms [2022-04-11 03:18:51 main:574] : INFO : Epoch 1610 | loss: 0.031194 | val_loss: 0.0311911 | Time: 1494.23 ms [2022-04-11 03:18:52 main:574] : INFO : Epoch 1611 | loss: 0.031187 | val_loss: 0.0311848 | Time: 1516.76 ms [2022-04-11 03:18:54 main:574] : INFO : Epoch 1612 | loss: 0.0311813 | val_loss: 0.0311811 | Time: 1477.68 ms [2022-04-11 03:18:55 main:574] : INFO : Epoch 1613 | loss: 0.0311807 | val_loss: 0.0311813 | Time: 1495.08 ms [2022-04-11 03:18:57 main:574] : INFO : Epoch 1614 | loss: 0.0311782 | val_loss: 0.0311793 | Time: 1489.45 ms [2022-04-11 03:18:58 main:574] : INFO : Epoch 1615 | loss: 0.0311755 | val_loss: 0.0311767 | Time: 1342.1 ms [2022-04-11 03:19:00 main:574] : INFO : Epoch 1616 | loss: 0.0311743 | val_loss: 0.0311749 | Time: 1460.94 ms [2022-04-11 03:19:01 main:574] : INFO : Epoch 1617 | loss: 0.0311742 | val_loss: 0.0311746 | Time: 1474.54 ms [2022-04-11 03:19:03 main:574] : INFO : Epoch 1618 | loss: 0.0311719 | val_loss: 0.0311737 | Time: 1452.85 ms [2022-04-11 03:19:04 main:574] : INFO : Epoch 1619 | loss: 0.0311717 | val_loss: 0.0311766 | Time: 1480.25 ms [2022-04-11 03:19:05 main:574] : INFO : Epoch 1620 | loss: 0.0311719 | val_loss: 0.0311756 | Time: 1490.36 ms [2022-04-11 03:19:07 main:574] : INFO : Epoch 1621 | loss: 0.031171 | val_loss: 0.0311744 | Time: 1446 ms [2022-04-11 03:19:08 main:574] : INFO : Epoch 1622 | loss: 0.0311698 | val_loss: 0.0311727 | Time: 1452.67 ms [2022-04-11 03:19:10 main:574] : INFO : Epoch 1623 | loss: 0.0311693 | val_loss: 0.0311723 | Time: 1512.65 ms [2022-04-11 03:19:11 main:574] : INFO : Epoch 1624 | loss: 0.031168 | val_loss: 0.0311719 | Time: 1488.71 ms [2022-04-11 03:19:13 main:574] : INFO : Epoch 1625 | loss: 0.0311671 | val_loss: 0.0311718 | Time: 1461.39 ms [2022-04-11 03:19:14 main:574] : INFO : Epoch 1626 | loss: 0.031167 | val_loss: 0.0311724 | Time: 1531.33 ms [2022-04-11 03:19:16 main:574] : INFO : Epoch 1627 | loss: 0.0311696 | val_loss: 0.031171 | Time: 1454.05 ms [2022-04-11 03:19:17 main:574] : INFO : Epoch 1628 | loss: 0.031167 | val_loss: 0.0311715 | Time: 1482.85 ms [2022-04-11 03:19:19 main:574] : INFO : Epoch 1629 | loss: 0.0311658 | val_loss: 0.0311735 | Time: 1432.37 ms [2022-04-11 03:19:20 main:574] : INFO : Epoch 1630 | loss: 0.0311665 | val_loss: 0.031174 | Time: 1411.24 ms [2022-04-11 03:19:22 main:574] : INFO : Epoch 1631 | loss: 0.0311659 | val_loss: 0.031171 | Time: 1344.41 ms [2022-04-11 03:19:23 main:574] : INFO : Epoch 1632 | loss: 0.0311641 | val_loss: 0.0311702 | Time: 1414.74 ms [2022-04-11 03:19:25 main:574] : INFO : Epoch 1633 | loss: 0.0311646 | val_loss: 0.0311719 | Time: 1385.42 ms [2022-04-11 03:19:26 main:574] : INFO : Epoch 1634 | loss: 0.031168 | val_loss: 0.0311718 | Time: 1473.64 ms [2022-04-11 03:19:27 main:574] : INFO : Epoch 1635 | loss: 0.0311657 | val_loss: 0.0311711 | Time: 1383.7 ms [2022-04-11 03:19:29 main:574] : INFO : Epoch 1636 | loss: 0.0311651 | val_loss: 0.0311688 | Time: 1431.75 ms [2022-04-11 03:19:30 main:574] : INFO : Epoch 1637 | loss: 0.0311668 | val_loss: 0.0311687 | Time: 1468.07 ms [2022-04-11 03:19:32 main:574] : INFO : Epoch 1638 | loss: 0.0311627 | val_loss: 0.0311698 | Time: 1370.67 ms [2022-04-11 03:19:33 main:574] : INFO : Epoch 1639 | loss: 0.0311614 | val_loss: 0.0311679 | Time: 1345.99 ms [2022-04-11 03:19:35 main:574] : INFO : Epoch 1640 | loss: 0.0311618 | val_loss: 0.0311689 | Time: 1513.81 ms [2022-04-11 03:19:36 main:574] : INFO : Epoch 1641 | loss: 0.031161 | val_loss: 0.031168 | Time: 1358.41 ms [2022-04-11 03:19:37 main:574] : INFO : Epoch 1642 | loss: 0.0311604 | val_loss: 0.0311691 | Time: 1344.06 ms [2022-04-11 03:19:39 main:574] : INFO : Epoch 1643 | loss: 0.0311601 | val_loss: 0.0311688 | Time: 1505.67 ms [2022-04-11 03:19:40 main:574] : INFO : Epoch 1644 | loss: 0.0311599 | val_loss: 0.0311683 | Time: 1377.73 ms [2022-04-11 03:19:42 main:574] : INFO : Epoch 1645 | loss: 0.0311594 | val_loss: 0.0311671 | Time: 1409.17 ms [2022-04-11 03:19:43 main:574] : INFO : Epoch 1646 | loss: 0.0311633 | val_loss: 0.0311683 | Time: 1519.96 ms [2022-04-11 03:19:45 main:574] : INFO : Epoch 1647 | loss: 0.0311668 | val_loss: 0.0311669 | Time: 1423.43 ms [2022-04-11 03:19:46 main:574] : INFO : Epoch 1648 | loss: 0.0311638 | val_loss: 0.0311663 | Time: 1353.1 ms [2022-04-11 03:19:48 main:574] : INFO : Epoch 1649 | loss: 0.0311636 | val_loss: 0.0311715 | Time: 1528.12 ms [2022-04-11 03:19:49 main:574] : INFO : Epoch 1650 | loss: 0.0311615 | val_loss: 0.031165 | Time: 1464.82 ms [2022-04-11 03:19:51 main:574] : INFO : Epoch 1651 | loss: 0.0311607 | val_loss: 0.0311654 | Time: 1544.2 ms [2022-04-11 03:19:52 main:574] : INFO : Epoch 1652 | loss: 0.0311609 | val_loss: 0.0311632 | Time: 1402.46 ms [2022-04-11 03:19:54 main:574] : INFO : Epoch 1653 | loss: 0.03116 | val_loss: 0.0311634 | Time: 1510.95 ms [2022-04-11 03:19:55 main:574] : INFO : Epoch 1654 | loss: 0.0311587 | val_loss: 0.0311638 | Time: 1363.54 ms [2022-04-11 03:19:56 main:574] : INFO : Epoch 1655 | loss: 0.0311586 | val_loss: 0.0311633 | Time: 1381.53 ms [2022-04-11 03:19:58 main:574] : INFO : Epoch 1656 | loss: 0.0311581 | val_loss: 0.0311625 | Time: 1537.12 ms [2022-04-11 03:19:59 main:574] : INFO : Epoch 1657 | loss: 0.0311575 | val_loss: 0.0311628 | Time: 1515.29 ms [2022-04-11 03:20:01 main:574] : INFO : Epoch 1658 | loss: 0.0311576 | val_loss: 0.0311636 | Time: 1509.23 ms [2022-04-11 03:20:02 main:574] : INFO : Epoch 1659 | loss: 0.0311589 | val_loss: 0.031163 | Time: 1429.04 ms [2022-04-11 03:20:04 main:574] : INFO : Epoch 1660 | loss: 0.0311575 | val_loss: 0.0311624 | Time: 1529.44 ms [2022-04-11 03:20:05 main:574] : INFO : Epoch 1661 | loss: 0.031157 | val_loss: 0.0311612 | Time: 1444.74 ms [2022-04-11 03:20:07 main:574] : INFO : Epoch 1662 | loss: 0.0311579 | val_loss: 0.0311606 | Time: 1497.97 ms [2022-04-11 03:20:08 main:574] : INFO : Epoch 1663 | loss: 0.0311562 | val_loss: 0.0311595 | Time: 1420.23 ms [2022-04-11 03:20:10 main:574] : INFO : Epoch 1664 | loss: 0.0311573 | val_loss: 0.0311591 | Time: 1449.67 ms [2022-04-11 03:20:11 main:574] : INFO : Epoch 1665 | loss: 0.0311575 | val_loss: 0.0311599 | Time: 1508.19 ms [2022-04-11 03:20:13 main:574] : INFO : Epoch 1666 | loss: 0.0311552 | val_loss: 0.0311607 | Time: 1490.28 ms [2022-04-11 03:20:14 main:574] : INFO : Epoch 1667 | loss: 0.031155 | val_loss: 0.0311606 | Time: 1517.89 ms [2022-04-11 03:20:16 main:574] : INFO : Epoch 1668 | loss: 0.0311555 | val_loss: 0.0311635 | Time: 1529.43 ms [2022-04-11 03:20:17 main:574] : INFO : Epoch 1669 | loss: 0.0311617 | val_loss: 0.031164 | Time: 1466.32 ms [2022-04-11 03:20:19 main:574] : INFO : Epoch 1670 | loss: 0.0311606 | val_loss: 0.0311605 | Time: 1332.29 ms [2022-04-11 03:20:20 main:574] : INFO : Epoch 1671 | loss: 0.0311583 | val_loss: 0.0311604 | Time: 1373.04 ms [2022-04-11 03:20:22 main:574] : INFO : Epoch 1672 | loss: 0.0311593 | val_loss: 0.0311602 | Time: 1496.03 ms [2022-04-11 03:20:23 main:574] : INFO : Epoch 1673 | loss: 0.0311579 | val_loss: 0.0311604 | Time: 1429.43 ms [2022-04-11 03:20:25 main:574] : INFO : Epoch 1674 | loss: 0.0311555 | val_loss: 0.0311598 | Time: 1493.16 ms [2022-04-11 03:20:26 main:574] : INFO : Epoch 1675 | loss: 0.0311547 | val_loss: 0.03116 | Time: 1480.85 ms [2022-04-11 03:20:28 main:574] : INFO : Epoch 1676 | loss: 0.031155 | val_loss: 0.0311604 | Time: 1491.5 ms [2022-04-11 03:20:29 main:574] : INFO : Epoch 1677 | loss: 0.0311537 | val_loss: 0.0311632 | Time: 1423.89 ms [2022-04-11 03:20:30 main:574] : INFO : Epoch 1678 | loss: 0.031153 | val_loss: 0.0311607 | Time: 1466.23 ms [2022-04-11 03:20:32 main:574] : INFO : Epoch 1679 | loss: 0.0311531 | val_loss: 0.0311604 | Time: 1467.1 ms [2022-04-11 03:20:33 main:574] : INFO : Epoch 1680 | loss: 0.0311547 | val_loss: 0.0311626 | Time: 1360.65 ms [2022-04-11 03:20:35 main:574] : INFO : Epoch 1681 | loss: 0.0311604 | val_loss: 0.0311645 | Time: 1437.62 ms [2022-04-11 03:20:36 main:574] : INFO : Epoch 1682 | loss: 0.0311599 | val_loss: 0.0311699 | Time: 1490.62 ms [2022-04-11 03:20:38 main:574] : INFO : Epoch 1683 | loss: 0.0311605 | val_loss: 0.0311633 | Time: 1512.03 ms [2022-04-11 03:20:39 main:574] : INFO : Epoch 1684 | loss: 0.0311572 | val_loss: 0.0311693 | Time: 1524.85 ms [2022-04-11 03:20:41 main:574] : INFO : Epoch 1685 | loss: 0.0311578 | val_loss: 0.0311625 | Time: 1408.5 ms [2022-04-11 03:20:42 main:574] : INFO : Epoch 1686 | loss: 0.0311557 | val_loss: 0.0311648 | Time: 1392.34 ms [2022-04-11 03:20:44 main:574] : INFO : Epoch 1687 | loss: 0.0311538 | val_loss: 0.0311643 | Time: 1434.61 ms [2022-04-11 03:20:45 main:574] : INFO : Epoch 1688 | loss: 0.0311555 | val_loss: 0.031165 | Time: 1491.16 ms [2022-04-11 03:20:47 main:574] : INFO : Epoch 1689 | loss: 0.0311547 | val_loss: 0.0311657 | Time: 1485.6 ms [2022-04-11 03:20:48 main:574] : INFO : Epoch 1690 | loss: 0.0311538 | val_loss: 0.0311616 | Time: 1474.3 ms [2022-04-11 03:20:50 main:574] : INFO : Epoch 1691 | loss: 0.0311508 | val_loss: 0.0311606 | Time: 1524.27 ms [2022-04-11 03:20:51 main:574] : INFO : Epoch 1692 | loss: 0.0311516 | val_loss: 0.0311632 | Time: 1467.44 ms [2022-04-11 03:20:53 main:574] : INFO : Epoch 1693 | loss: 0.0311524 | val_loss: 0.0311606 | Time: 1449.13 ms [2022-04-11 03:20:54 main:574] : INFO : Epoch 1694 | loss: 0.0311527 | val_loss: 0.0311617 | Time: 1336.6 ms [2022-04-11 03:20:55 main:574] : INFO : Epoch 1695 | loss: 0.0311512 | val_loss: 0.03116 | Time: 1401.84 ms [2022-04-11 03:20:57 main:574] : INFO : Epoch 1696 | loss: 0.0311509 | val_loss: 0.0311607 | Time: 1412.06 ms [2022-04-11 03:20:58 main:574] : INFO : Epoch 1697 | loss: 0.0311498 | val_loss: 0.0311584 | Time: 1410.2 ms [2022-04-11 03:21:00 main:574] : INFO : Epoch 1698 | loss: 0.0311499 | val_loss: 0.0311632 | Time: 1443.1 ms [2022-04-11 03:21:01 main:574] : INFO : Epoch 1699 | loss: 0.0311502 | val_loss: 0.0311664 | Time: 1339.88 ms [2022-04-11 03:21:03 main:574] : INFO : Epoch 1700 | loss: 0.031151 | val_loss: 0.0311591 | Time: 1402.88 ms [2022-04-11 03:21:04 main:574] : INFO : Epoch 1701 | loss: 0.0311496 | val_loss: 0.0311617 | Time: 1467.88 ms [2022-04-11 03:21:05 main:574] : INFO : Epoch 1702 | loss: 0.0311502 | val_loss: 0.031161 | Time: 1448.29 ms [2022-04-11 03:21:07 main:574] : INFO : Epoch 1703 | loss: 0.031149 | val_loss: 0.0311591 | Time: 1447.04 ms [2022-04-11 03:21:08 main:574] : INFO : Epoch 1704 | loss: 0.0311483 | val_loss: 0.0311605 | Time: 1364.65 ms [2022-04-11 03:21:10 main:574] : INFO : Epoch 1705 | loss: 0.0311478 | val_loss: 0.0311611 | Time: 1465.36 ms [2022-04-11 03:21:11 main:574] : INFO : Epoch 1706 | loss: 0.0311479 | val_loss: 0.0311596 | Time: 1523.54 ms [2022-04-11 03:21:13 main:574] : INFO : Epoch 1707 | loss: 0.0311485 | val_loss: 0.0311602 | Time: 1380.14 ms [2022-04-11 03:21:14 main:574] : INFO : Epoch 1708 | loss: 0.0311478 | val_loss: 0.031164 | Time: 1346.27 ms [2022-04-11 03:21:16 main:574] : INFO : Epoch 1709 | loss: 0.0311525 | val_loss: 0.0311664 | Time: 1476.03 ms [2022-04-11 03:21:17 main:574] : INFO : Epoch 1710 | loss: 0.0311603 | val_loss: 0.0311646 | Time: 1463.78 ms [2022-04-11 03:21:19 main:574] : INFO : Epoch 1711 | loss: 0.0311584 | val_loss: 0.0311623 | Time: 1463.83 ms [2022-04-11 03:21:20 main:574] : INFO : Epoch 1712 | loss: 0.031157 | val_loss: 0.0311661 | Time: 1499.17 ms [2022-04-11 03:21:22 main:574] : INFO : Epoch 1713 | loss: 0.0311552 | val_loss: 0.0311619 | Time: 1465.38 ms [2022-04-11 03:21:23 main:574] : INFO : Epoch 1714 | loss: 0.0311525 | val_loss: 0.0311638 | Time: 1439.06 ms [2022-04-11 03:21:25 main:574] : INFO : Epoch 1715 | loss: 0.0311513 | val_loss: 0.0311646 | Time: 1443.26 ms [2022-04-11 03:21:26 main:574] : INFO : Epoch 1716 | loss: 0.0311506 | val_loss: 0.0311612 | Time: 1450.46 ms [2022-04-11 03:21:27 main:574] : INFO : Epoch 1717 | loss: 0.0311531 | val_loss: 0.0311651 | Time: 1486.28 ms [2022-04-11 03:21:29 main:574] : INFO : Epoch 1718 | loss: 0.0311532 | val_loss: 0.0311629 | Time: 1430.14 ms [2022-04-11 03:21:30 main:574] : INFO : Epoch 1719 | loss: 0.031153 | val_loss: 0.0311632 | Time: 1379.14 ms [2022-04-11 03:21:32 main:574] : INFO : Epoch 1720 | loss: 0.0311523 | val_loss: 0.0311629 | Time: 1436.96 ms [2022-04-11 03:21:33 main:574] : INFO : Epoch 1721 | loss: 0.0311518 | val_loss: 0.03116 | Time: 1384.46 ms [2022-04-11 03:21:35 main:574] : INFO : Epoch 1722 | loss: 0.0311497 | val_loss: 0.0311598 | Time: 1391.07 ms [2022-04-11 03:21:36 main:574] : INFO : Epoch 1723 | loss: 0.0311481 | val_loss: 0.0311605 | Time: 1481.46 ms [2022-04-11 03:21:38 main:574] : INFO : Epoch 1724 | loss: 0.0311495 | val_loss: 0.0311596 | Time: 1441.8 ms [2022-04-11 03:21:39 main:574] : INFO : Epoch 1725 | loss: 0.0311488 | val_loss: 0.0311576 | Time: 1484.48 ms [2022-04-11 03:21:41 main:574] : INFO : Epoch 1726 | loss: 0.0311494 | val_loss: 0.031157 | Time: 1500.03 ms [2022-04-11 03:21:42 main:574] : INFO : Epoch 1727 | loss: 0.0311483 | val_loss: 0.0311581 | Time: 1507.11 ms [2022-04-11 03:21:43 main:574] : INFO : Epoch 1728 | loss: 0.0311483 | val_loss: 0.0311581 | Time: 1384.82 ms [2022-04-11 03:21:45 main:574] : INFO : Epoch 1729 | loss: 0.0311487 | val_loss: 0.0311619 | Time: 1513.72 ms [2022-04-11 03:21:47 main:574] : INFO : Epoch 1730 | loss: 0.0311509 | val_loss: 0.0311586 | Time: 1448.13 ms [2022-04-11 03:21:48 main:574] : INFO : Epoch 1731 | loss: 0.0311487 | val_loss: 0.0311597 | Time: 1461.94 ms [2022-04-11 03:21:49 main:574] : INFO : Epoch 1732 | loss: 0.0311481 | val_loss: 0.0311596 | Time: 1468.55 ms [2022-04-11 03:21:51 main:574] : INFO : Epoch 1733 | loss: 0.031149 | val_loss: 0.0311586 | Time: 1404.37 ms [2022-04-11 03:21:52 main:574] : INFO : Epoch 1734 | loss: 0.0311497 | val_loss: 0.0311631 | Time: 1509.5 ms [2022-04-11 03:21:54 main:574] : INFO : Epoch 1735 | loss: 0.0311627 | val_loss: 0.0311656 | Time: 1450.85 ms [2022-04-11 03:21:55 main:574] : INFO : Epoch 1736 | loss: 0.0311611 | val_loss: 0.0311628 | Time: 1485.7 ms [2022-04-11 03:21:57 main:574] : INFO : Epoch 1737 | loss: 0.031157 | val_loss: 0.0311645 | Time: 1490.32 ms [2022-04-11 03:21:58 main:574] : INFO : Epoch 1738 | loss: 0.031156 | val_loss: 0.0311638 | Time: 1488.75 ms [2022-04-11 03:22:00 main:574] : INFO : Epoch 1739 | loss: 0.0311546 | val_loss: 0.031164 | Time: 1513.43 ms [2022-04-11 03:22:01 main:574] : INFO : Epoch 1740 | loss: 0.0311539 | val_loss: 0.0311635 | Time: 1361.9 ms [2022-04-11 03:22:03 main:574] : INFO : Epoch 1741 | loss: 0.0311546 | val_loss: 0.0311653 | Time: 1515.48 ms [2022-04-11 03:22:04 main:574] : INFO : Epoch 1742 | loss: 0.0311533 | val_loss: 0.031164 | Time: 1528.76 ms [2022-04-11 03:22:06 main:574] : INFO : Epoch 1743 | loss: 0.0311512 | val_loss: 0.0311644 | Time: 1344.62 ms [2022-04-11 03:22:07 main:574] : INFO : Epoch 1744 | loss: 0.0311517 | val_loss: 0.0311645 | Time: 1467 ms [2022-04-11 03:22:09 main:574] : INFO : Epoch 1745 | loss: 0.0311512 | val_loss: 0.0311706 | Time: 1395.45 ms [2022-04-11 03:22:10 main:574] : INFO : Epoch 1746 | loss: 0.0311516 | val_loss: 0.0311652 | Time: 1413.69 ms [2022-04-11 03:22:11 main:574] : INFO : Epoch 1747 | loss: 0.0311508 | val_loss: 0.0311639 | Time: 1329.8 ms [2022-04-11 03:22:13 main:574] : INFO : Epoch 1748 | loss: 0.0311507 | val_loss: 0.0311703 | Time: 1347.98 ms [2022-04-11 03:22:14 main:574] : INFO : Epoch 1749 | loss: 0.0311499 | val_loss: 0.0311641 | Time: 1334.43 ms [2022-04-11 03:22:15 main:574] : INFO : Epoch 1750 | loss: 0.0311484 | val_loss: 0.0311656 | Time: 1331.25 ms [2022-04-11 03:22:17 main:574] : INFO : Epoch 1751 | loss: 0.0311489 | val_loss: 0.0311681 | Time: 1479.96 ms [2022-04-11 03:22:18 main:574] : INFO : Epoch 1752 | loss: 0.0311482 | val_loss: 0.0311686 | Time: 1420.78 ms [2022-04-11 03:22:20 main:574] : INFO : Epoch 1753 | loss: 0.0311473 | val_loss: 0.0311663 | Time: 1388.06 ms [2022-04-11 03:22:21 main:574] : INFO : Epoch 1754 | loss: 0.0311478 | val_loss: 0.0311665 | Time: 1482.21 ms [2022-04-11 03:22:23 main:574] : INFO : Epoch 1755 | loss: 0.0311475 | val_loss: 0.0311663 | Time: 1500.19 ms [2022-04-11 03:22:24 main:574] : INFO : Epoch 1756 | loss: 0.0311453 | val_loss: 0.0311657 | Time: 1554.63 ms [2022-04-11 03:22:26 main:574] : INFO : Epoch 1757 | loss: 0.0311467 | val_loss: 0.0311637 | Time: 1373.14 ms [2022-04-11 03:22:27 main:574] : INFO : Epoch 1758 | loss: 0.0311462 | val_loss: 0.0311652 | Time: 1499.56 ms [2022-04-11 03:22:29 main:574] : INFO : Epoch 1759 | loss: 0.0311489 | val_loss: 0.0311635 | Time: 1497.83 ms [2022-04-11 03:22:30 main:574] : INFO : Epoch 1760 | loss: 0.0311496 | val_loss: 0.0311655 | Time: 1507.27 ms [2022-04-11 03:22:32 main:574] : INFO : Epoch 1761 | loss: 0.0311488 | val_loss: 0.0311642 | Time: 1521.68 ms [2022-04-11 03:22:33 main:574] : INFO : Epoch 1762 | loss: 0.0311476 | val_loss: 0.0311637 | Time: 1513.66 ms [2022-04-11 03:22:35 main:574] : INFO : Epoch 1763 | loss: 0.0311482 | val_loss: 0.0311636 | Time: 1487.68 ms [2022-04-11 03:22:36 main:574] : INFO : Epoch 1764 | loss: 0.0311502 | val_loss: 0.0311639 | Time: 1391.35 ms [2022-04-11 03:22:38 main:574] : INFO : Epoch 1765 | loss: 0.0311495 | val_loss: 0.0311615 | Time: 1503.91 ms [2022-04-11 03:22:39 main:574] : INFO : Epoch 1766 | loss: 0.0311483 | val_loss: 0.0311617 | Time: 1416.85 ms [2022-04-11 03:22:41 main:574] : INFO : Epoch 1767 | loss: 0.0311488 | val_loss: 0.0311627 | Time: 1504.68 ms [2022-04-11 03:22:42 main:574] : INFO : Epoch 1768 | loss: 0.0311542 | val_loss: 0.0311704 | Time: 1489.92 ms [2022-04-11 03:22:44 main:574] : INFO : Epoch 1769 | loss: 0.0311508 | val_loss: 0.031163 | Time: 1482.43 ms [2022-04-11 03:22:45 main:574] : INFO : Epoch 1770 | loss: 0.0311506 | val_loss: 0.0311627 | Time: 1442.25 ms [2022-04-11 03:22:47 main:574] : INFO : Epoch 1771 | loss: 0.0311486 | val_loss: 0.0311644 | Time: 1398.27 ms [2022-04-11 03:22:48 main:574] : INFO : Epoch 1772 | loss: 0.0311481 | val_loss: 0.0311632 | Time: 1543.93 ms [2022-04-11 03:22:50 main:574] : INFO : Epoch 1773 | loss: 0.0311467 | val_loss: 0.0311613 | Time: 1467.09 ms [2022-04-11 03:22:51 main:574] : INFO : Epoch 1774 | loss: 0.0311463 | val_loss: 0.0311611 | Time: 1517.59 ms [2022-04-11 03:22:53 main:574] : INFO : Epoch 1775 | loss: 0.0311466 | val_loss: 0.0311628 | Time: 1441.67 ms [2022-04-11 03:22:54 main:574] : INFO : Epoch 1776 | loss: 0.031148 | val_loss: 0.0311634 | Time: 1479.91 ms [2022-04-11 03:22:56 main:574] : INFO : Epoch 1777 | loss: 0.0311465 | val_loss: 0.0311625 | Time: 1518.92 ms [2022-04-11 03:22:57 main:574] : INFO : Epoch 1778 | loss: 0.031146 | val_loss: 0.0311647 | Time: 1504.74 ms [2022-04-11 03:22:59 main:574] : INFO : Epoch 1779 | loss: 0.0311457 | val_loss: 0.0311659 | Time: 1496.94 ms [2022-04-11 03:23:00 main:574] : INFO : Epoch 1780 | loss: 0.031145 | val_loss: 0.0311655 | Time: 1471.58 ms [2022-04-11 03:23:02 main:574] : INFO : Epoch 1781 | loss: 0.0311442 | val_loss: 0.0311648 | Time: 1446.61 ms [2022-04-11 03:23:03 main:574] : INFO : Epoch 1782 | loss: 0.0311437 | val_loss: 0.0311643 | Time: 1423.42 ms [2022-04-11 03:23:04 main:574] : INFO : Epoch 1783 | loss: 0.0311446 | val_loss: 0.0311621 | Time: 1345.95 ms [2022-04-11 03:23:06 main:574] : INFO : Epoch 1784 | loss: 0.0311436 | val_loss: 0.0311642 | Time: 1445.19 ms [2022-04-11 03:23:07 main:574] : INFO : Epoch 1785 | loss: 0.0311429 | val_loss: 0.0311637 | Time: 1481.85 ms [2022-04-11 03:23:09 main:574] : INFO : Epoch 1786 | loss: 0.0311424 | val_loss: 0.0311634 | Time: 1482.02 ms [2022-04-11 03:23:10 main:574] : INFO : Epoch 1787 | loss: 0.0311421 | val_loss: 0.0311627 | Time: 1517.55 ms [2022-04-11 03:23:12 main:574] : INFO : Epoch 1788 | loss: 0.0311433 | val_loss: 0.0311645 | Time: 1388.12 ms [2022-04-11 03:23:13 main:574] : INFO : Epoch 1789 | loss: 0.0311425 | val_loss: 0.0311645 | Time: 1403.18 ms [2022-04-11 03:23:15 main:574] : INFO : Epoch 1790 | loss: 0.0311419 | val_loss: 0.0311643 | Time: 1489.51 ms [2022-04-11 03:23:16 main:574] : INFO : Epoch 1791 | loss: 0.0311434 | val_loss: 0.0311645 | Time: 1503.5 ms [2022-04-11 03:23:18 main:574] : INFO : Epoch 1792 | loss: 0.031143 | val_loss: 0.0311645 | Time: 1397.62 ms [2022-04-11 03:23:19 main:574] : INFO : Epoch 1793 | loss: 0.0311433 | val_loss: 0.0311666 | Time: 1490.23 ms [2022-04-11 03:23:21 main:574] : INFO : Epoch 1794 | loss: 0.0311436 | val_loss: 0.0311668 | Time: 1378.78 ms [2022-04-11 03:23:22 main:574] : INFO : Epoch 1795 | loss: 0.0311431 | val_loss: 0.0311639 | Time: 1492.45 ms [2022-04-11 03:23:23 main:574] : INFO : Epoch 1796 | loss: 0.0311431 | val_loss: 0.0311659 | Time: 1419.81 ms [2022-04-11 03:23:25 main:574] : INFO : Epoch 1797 | loss: 0.0311447 | val_loss: 0.0311685 | Time: 1470.42 ms [2022-04-11 03:23:26 main:574] : INFO : Epoch 1798 | loss: 0.0311464 | val_loss: 0.0311637 | Time: 1516.48 ms [2022-04-11 03:23:28 main:574] : INFO : Epoch 1799 | loss: 0.0311445 | val_loss: 0.0311645 | Time: 1386.85 ms [2022-04-11 03:23:29 main:574] : INFO : Epoch 1800 | loss: 0.0311434 | val_loss: 0.0311656 | Time: 1478.63 ms [2022-04-11 03:23:31 main:574] : INFO : Epoch 1801 | loss: 0.031145 | val_loss: 0.0311663 | Time: 1413.08 ms [2022-04-11 03:23:32 main:574] : INFO : Epoch 1802 | loss: 0.0311439 | val_loss: 0.0311659 | Time: 1508.84 ms [2022-04-11 03:23:34 main:574] : INFO : Epoch 1803 | loss: 0.0311428 | val_loss: 0.0311641 | Time: 1480.12 ms [2022-04-11 03:23:35 main:574] : INFO : Epoch 1804 | loss: 0.0311437 | val_loss: 0.0311634 | Time: 1445.66 ms [2022-04-11 03:23:37 main:574] : INFO : Epoch 1805 | loss: 0.0311446 | val_loss: 0.0311645 | Time: 1489.6 ms [2022-04-11 03:23:38 main:574] : INFO : Epoch 1806 | loss: 0.0311486 | val_loss: 0.0311656 | Time: 1388.41 ms [2022-04-11 03:23:40 main:574] : INFO : Epoch 1807 | loss: 0.0311474 | val_loss: 0.0311646 | Time: 1481.98 ms [2022-04-11 03:23:41 main:574] : INFO : Epoch 1808 | loss: 0.0311448 | val_loss: 0.0311623 | Time: 1449.87 ms [2022-04-11 03:23:43 main:574] : INFO : Epoch 1809 | loss: 0.0311455 | val_loss: 0.031163 | Time: 1494.19 ms [2022-04-11 03:23:44 main:574] : INFO : Epoch 1810 | loss: 0.031147 | val_loss: 0.0311616 | Time: 1414.69 ms [2022-04-11 03:23:45 main:574] : INFO : Epoch 1811 | loss: 0.0311472 | val_loss: 0.0311621 | Time: 1353.7 ms [2022-04-11 03:23:47 main:574] : INFO : Epoch 1812 | loss: 0.031145 | val_loss: 0.0311657 | Time: 1484.36 ms [2022-04-11 03:23:48 main:574] : INFO : Epoch 1813 | loss: 0.0311443 | val_loss: 0.0311638 | Time: 1506.04 ms [2022-04-11 03:23:50 main:574] : INFO : Epoch 1814 | loss: 0.0311439 | val_loss: 0.0311682 | Time: 1479.56 ms [2022-04-11 03:23:51 main:574] : INFO : Epoch 1815 | loss: 0.0311443 | val_loss: 0.0311648 | Time: 1382.07 ms [2022-04-11 03:23:53 main:574] : INFO : Epoch 1816 | loss: 0.0311411 | val_loss: 0.0311642 | Time: 1495.29 ms [2022-04-11 03:23:54 main:574] : INFO : Epoch 1817 | loss: 0.0311417 | val_loss: 0.0311612 | Time: 1429.2 ms [2022-04-11 03:23:56 main:574] : INFO : Epoch 1818 | loss: 0.031142 | val_loss: 0.031165 | Time: 1460.68 ms [2022-04-11 03:23:57 main:574] : INFO : Epoch 1819 | loss: 0.0311402 | val_loss: 0.0311607 | Time: 1430.8 ms [2022-04-11 03:23:59 main:574] : INFO : Epoch 1820 | loss: 0.031139 | val_loss: 0.0311634 | Time: 1387.59 ms [2022-04-11 03:24:00 main:574] : INFO : Epoch 1821 | loss: 0.0311404 | val_loss: 0.0311665 | Time: 1348.43 ms [2022-04-11 03:24:01 main:574] : INFO : Epoch 1822 | loss: 0.031142 | val_loss: 0.0311632 | Time: 1444.67 ms [2022-04-11 03:24:03 main:574] : INFO : Epoch 1823 | loss: 0.0311434 | val_loss: 0.0311661 | Time: 1501.1 ms [2022-04-11 03:24:04 main:574] : INFO : Epoch 1824 | loss: 0.0311408 | val_loss: 0.0311653 | Time: 1472.48 ms [2022-04-11 03:24:06 main:574] : INFO : Epoch 1825 | loss: 0.0311392 | val_loss: 0.0311649 | Time: 1490.73 ms [2022-04-11 03:24:07 main:574] : INFO : Epoch 1826 | loss: 0.0311394 | val_loss: 0.0311633 | Time: 1512.41 ms [2022-04-11 03:24:09 main:574] : INFO : Epoch 1827 | loss: 0.031146 | val_loss: 0.0311675 | Time: 1499.73 ms [2022-04-11 03:24:10 main:574] : INFO : Epoch 1828 | loss: 0.0311493 | val_loss: 0.0311645 | Time: 1434.39 ms [2022-04-11 03:24:12 main:574] : INFO : Epoch 1829 | loss: 0.0311465 | val_loss: 0.0311602 | Time: 1477.72 ms [2022-04-11 03:24:13 main:574] : INFO : Epoch 1830 | loss: 0.0311413 | val_loss: 0.031164 | Time: 1456.97 ms [2022-04-11 03:24:15 main:574] : INFO : Epoch 1831 | loss: 0.031141 | val_loss: 0.0311623 | Time: 1472.82 ms [2022-04-11 03:24:16 main:574] : INFO : Epoch 1832 | loss: 0.031142 | val_loss: 0.0311622 | Time: 1480.16 ms [2022-04-11 03:24:18 main:574] : INFO : Epoch 1833 | loss: 0.0311417 | val_loss: 0.0311624 | Time: 1476.2 ms [2022-04-11 03:24:19 main:574] : INFO : Epoch 1834 | loss: 0.0311405 | val_loss: 0.0311603 | Time: 1513.81 ms [2022-04-11 03:24:21 main:574] : INFO : Epoch 1835 | loss: 0.03114 | val_loss: 0.031161 | Time: 1507.86 ms [2022-04-11 03:24:22 main:574] : INFO : Epoch 1836 | loss: 0.0311432 | val_loss: 0.0311635 | Time: 1457.5 ms [2022-04-11 03:24:24 main:574] : INFO : Epoch 1837 | loss: 0.0311453 | val_loss: 0.0311624 | Time: 1484.89 ms [2022-04-11 03:24:25 main:574] : INFO : Epoch 1838 | loss: 0.0311456 | val_loss: 0.031162 | Time: 1363.66 ms [2022-04-11 03:24:27 main:574] : INFO : Epoch 1839 | loss: 0.0311425 | val_loss: 0.0311634 | Time: 1480.06 ms [2022-04-11 03:24:28 main:574] : INFO : Epoch 1840 | loss: 0.0311425 | val_loss: 0.0311606 | Time: 1494.14 ms [2022-04-11 03:24:30 main:574] : INFO : Epoch 1841 | loss: 0.0311436 | val_loss: 0.0311704 | Time: 1539.32 ms [2022-04-11 03:24:31 main:574] : INFO : Epoch 1842 | loss: 0.0311521 | val_loss: 0.031167 | Time: 1493.71 ms [2022-04-11 03:24:33 main:574] : INFO : Epoch 1843 | loss: 0.0311502 | val_loss: 0.031174 | Time: 1389.42 ms [2022-04-11 03:24:34 main:574] : INFO : Epoch 1844 | loss: 0.0311484 | val_loss: 0.03117 | Time: 1475.16 ms [2022-04-11 03:24:36 main:574] : INFO : Epoch 1845 | loss: 0.031147 | val_loss: 0.0311687 | Time: 1524.67 ms [2022-04-11 03:24:37 main:574] : INFO : Epoch 1846 | loss: 0.0311453 | val_loss: 0.0311727 | Time: 1465.06 ms [2022-04-11 03:24:39 main:574] : INFO : Epoch 1847 | loss: 0.0311458 | val_loss: 0.0311706 | Time: 1490.89 ms [2022-04-11 03:24:40 main:574] : INFO : Epoch 1848 | loss: 0.0311448 | val_loss: 0.0311697 | Time: 1458.95 ms [2022-04-11 03:24:42 main:574] : INFO : Epoch 1849 | loss: 0.0311436 | val_loss: 0.0311642 | Time: 1518.32 ms [2022-04-11 03:24:43 main:574] : INFO : Epoch 1850 | loss: 0.0311487 | val_loss: 0.0311693 | Time: 1510.2 ms [2022-04-11 03:24:45 main:574] : INFO : Epoch 1851 | loss: 0.031148 | val_loss: 0.0311601 | Time: 1459.17 ms [2022-04-11 03:24:46 main:574] : INFO : Epoch 1852 | loss: 0.0311446 | val_loss: 0.0311614 | Time: 1396.99 ms [2022-04-11 03:24:47 main:574] : INFO : Epoch 1853 | loss: 0.0311426 | val_loss: 0.0311605 | Time: 1428.88 ms [2022-04-11 03:24:49 main:574] : INFO : Epoch 1854 | loss: 0.0311427 | val_loss: 0.0311601 | Time: 1366.96 ms [2022-04-11 03:24:50 main:574] : INFO : Epoch 1855 | loss: 0.0311448 | val_loss: 0.03116 | Time: 1531.53 ms [2022-04-11 03:24:52 main:574] : INFO : Epoch 1856 | loss: 0.0311442 | val_loss: 0.0311613 | Time: 1486.82 ms [2022-04-11 03:24:53 main:574] : INFO : Epoch 1857 | loss: 0.0311438 | val_loss: 0.031159 | Time: 1472.33 ms [2022-04-11 03:24:55 main:574] : INFO : Epoch 1858 | loss: 0.0311442 | val_loss: 0.0311635 | Time: 1497.52 ms [2022-04-11 03:24:56 main:574] : INFO : Epoch 1859 | loss: 0.0311461 | val_loss: 0.0311577 | Time: 1497.45 ms [2022-04-11 03:24:58 main:574] : INFO : Epoch 1860 | loss: 0.0311441 | val_loss: 0.0311609 | Time: 1411.21 ms [2022-04-11 03:24:59 main:574] : INFO : Epoch 1861 | loss: 0.031145 | val_loss: 0.0311586 | Time: 1458.71 ms [2022-04-11 03:25:01 main:574] : INFO : Epoch 1862 | loss: 0.0311438 | val_loss: 0.0311575 | Time: 1356.91 ms [2022-04-11 03:25:02 main:574] : INFO : Epoch 1863 | loss: 0.0311414 | val_loss: 0.0311554 | Time: 1426.12 ms [2022-04-11 03:25:03 main:574] : INFO : Epoch 1864 | loss: 0.0311417 | val_loss: 0.0311592 | Time: 1415.94 ms [2022-04-11 03:25:05 main:574] : INFO : Epoch 1865 | loss: 0.0311411 | val_loss: 0.031158 | Time: 1414.8 ms [2022-04-11 03:25:06 main:574] : INFO : Epoch 1866 | loss: 0.03114 | val_loss: 0.0311601 | Time: 1536.22 ms [2022-04-11 03:25:08 main:574] : INFO : Epoch 1867 | loss: 0.0311404 | val_loss: 0.0311587 | Time: 1437.7 ms [2022-04-11 03:25:09 main:574] : INFO : Epoch 1868 | loss: 0.0311393 | val_loss: 0.031159 | Time: 1454.71 ms [2022-04-11 03:25:11 main:574] : INFO : Epoch 1869 | loss: 0.0311389 | val_loss: 0.0311592 | Time: 1349.34 ms [2022-04-11 03:25:12 main:574] : INFO : Epoch 1870 | loss: 0.0311398 | val_loss: 0.0311617 | Time: 1436.61 ms [2022-04-11 03:25:14 main:574] : INFO : Epoch 1871 | loss: 0.0311397 | val_loss: 0.0311578 | Time: 1438.82 ms [2022-04-11 03:25:15 main:574] : INFO : Epoch 1872 | loss: 0.0311409 | val_loss: 0.0311583 | Time: 1380.78 ms [2022-04-11 03:25:16 main:574] : INFO : Epoch 1873 | loss: 0.0311402 | val_loss: 0.0311597 | Time: 1476.01 ms [2022-04-11 03:25:18 main:574] : INFO : Epoch 1874 | loss: 0.0311402 | val_loss: 0.0311627 | Time: 1502.33 ms [2022-04-11 03:25:19 main:574] : INFO : Epoch 1875 | loss: 0.03114 | val_loss: 0.0311615 | Time: 1372.64 ms [2022-04-11 03:25:21 main:574] : INFO : Epoch 1876 | loss: 0.0311389 | val_loss: 0.0311621 | Time: 1427.39 ms [2022-04-11 03:25:22 main:574] : INFO : Epoch 1877 | loss: 0.0311383 | val_loss: 0.0311619 | Time: 1346.42 ms [2022-04-11 03:25:24 main:574] : INFO : Epoch 1878 | loss: 0.0311381 | val_loss: 0.0311636 | Time: 1436.72 ms [2022-04-11 03:25:25 main:574] : INFO : Epoch 1879 | loss: 0.0311382 | val_loss: 0.0311627 | Time: 1394.31 ms [2022-04-11 03:25:26 main:574] : INFO : Epoch 1880 | loss: 0.0311391 | val_loss: 0.0311685 | Time: 1479.77 ms [2022-04-11 03:25:28 main:574] : INFO : Epoch 1881 | loss: 0.0311377 | val_loss: 0.0311599 | Time: 1501.3 ms [2022-04-11 03:25:29 main:574] : INFO : Epoch 1882 | loss: 0.0311376 | val_loss: 0.0311612 | Time: 1437.33 ms [2022-04-11 03:25:31 main:574] : INFO : Epoch 1883 | loss: 0.0311386 | val_loss: 0.0311675 | Time: 1479.15 ms [2022-04-11 03:25:33 main:574] : INFO : Epoch 1884 | loss: 0.031141 | val_loss: 0.0311632 | Time: 1562.95 ms [2022-04-11 03:25:34 main:574] : INFO : Epoch 1885 | loss: 0.0311416 | val_loss: 0.0311628 | Time: 1354.04 ms [2022-04-11 03:25:35 main:574] : INFO : Epoch 1886 | loss: 0.0311415 | val_loss: 0.0311625 | Time: 1548.5 ms [2022-04-11 03:25:37 main:574] : INFO : Epoch 1887 | loss: 0.0311403 | val_loss: 0.031161 | Time: 1477.17 ms [2022-04-11 03:25:38 main:574] : INFO : Epoch 1888 | loss: 0.0311394 | val_loss: 0.0311617 | Time: 1433.6 ms [2022-04-11 03:25:40 main:574] : INFO : Epoch 1889 | loss: 0.0311397 | val_loss: 0.0311684 | Time: 1340.09 ms [2022-04-11 03:25:41 main:574] : INFO : Epoch 1890 | loss: 0.0311417 | val_loss: 0.0311658 | Time: 1438.17 ms [2022-04-11 03:25:43 main:574] : INFO : Epoch 1891 | loss: 0.0311396 | val_loss: 0.0311627 | Time: 1399.95 ms [2022-04-11 03:25:44 main:574] : INFO : Epoch 1892 | loss: 0.0311423 | val_loss: 0.031168 | Time: 1454.64 ms [2022-04-11 03:25:46 main:574] : INFO : Epoch 1893 | loss: 0.0311413 | val_loss: 0.0311638 | Time: 1499.11 ms [2022-04-11 03:25:47 main:574] : INFO : Epoch 1894 | loss: 0.0311381 | val_loss: 0.0311593 | Time: 1490.2 ms [2022-04-11 03:25:49 main:574] : INFO : Epoch 1895 | loss: 0.0311376 | val_loss: 0.0311629 | Time: 1506.76 ms [2022-04-11 03:25:50 main:574] : INFO : Epoch 1896 | loss: 0.0311383 | val_loss: 0.0311593 | Time: 1498.76 ms [2022-04-11 03:25:52 main:574] : INFO : Epoch 1897 | loss: 0.0311377 | val_loss: 0.0311603 | Time: 1421.48 ms [2022-04-11 03:25:53 main:574] : INFO : Epoch 1898 | loss: 0.0311379 | val_loss: 0.0311625 | Time: 1378.82 ms [2022-04-11 03:25:55 main:574] : INFO : Epoch 1899 | loss: 0.0311359 | val_loss: 0.0311597 | Time: 1457.96 ms [2022-04-11 03:25:56 main:574] : INFO : Epoch 1900 | loss: 0.0311362 | val_loss: 0.0311631 | Time: 1500.86 ms [2022-04-11 03:25:58 main:574] : INFO : Epoch 1901 | loss: 0.0311392 | val_loss: 0.0311635 | Time: 1454.52 ms [2022-04-11 03:25:59 main:574] : INFO : Epoch 1902 | loss: 0.0311393 | val_loss: 0.0311633 | Time: 1509.77 ms [2022-04-11 03:26:00 main:574] : INFO : Epoch 1903 | loss: 0.0311388 | val_loss: 0.031163 | Time: 1451.81 ms [2022-04-11 03:26:02 main:574] : INFO : Epoch 1904 | loss: 0.0311385 | val_loss: 0.031161 | Time: 1487.56 ms [2022-04-11 03:26:03 main:574] : INFO : Epoch 1905 | loss: 0.0311383 | val_loss: 0.0311626 | Time: 1406.07 ms [2022-04-11 03:26:05 main:574] : INFO : Epoch 1906 | loss: 0.031138 | val_loss: 0.0311663 | Time: 1507.4 ms [2022-04-11 03:26:06 main:574] : INFO : Epoch 1907 | loss: 0.0311378 | val_loss: 0.0311627 | Time: 1525.06 ms [2022-04-11 03:26:08 main:574] : INFO : Epoch 1908 | loss: 0.0311378 | val_loss: 0.0311649 | Time: 1507.48 ms [2022-04-11 03:26:10 main:574] : INFO : Epoch 1909 | loss: 0.0311401 | val_loss: 0.0311627 | Time: 1515.2 ms [2022-04-11 03:26:11 main:574] : INFO : Epoch 1910 | loss: 0.0311394 | val_loss: 0.03116 | Time: 1380.4 ms [2022-04-11 03:26:12 main:574] : INFO : Epoch 1911 | loss: 0.0311396 | val_loss: 0.0311644 | Time: 1498.9 ms [2022-04-11 03:26:14 main:574] : INFO : Epoch 1912 | loss: 0.0311385 | val_loss: 0.0311595 | Time: 1489.25 ms [2022-04-11 03:26:15 main:574] : INFO : Epoch 1913 | loss: 0.0311373 | val_loss: 0.0311594 | Time: 1475.7 ms [2022-04-11 03:26:17 main:574] : INFO : Epoch 1914 | loss: 0.0311382 | val_loss: 0.0311608 | Time: 1529.47 ms [2022-04-11 03:26:18 main:574] : INFO : Epoch 1915 | loss: 0.0311393 | val_loss: 0.0311596 | Time: 1479 ms [2022-04-11 03:26:20 main:574] : INFO : Epoch 1916 | loss: 0.0311395 | val_loss: 0.031162 | Time: 1520.74 ms [2022-04-11 03:26:22 main:574] : INFO : Epoch 1917 | loss: 0.0311363 | val_loss: 0.0311597 | Time: 1514.94 ms [2022-04-11 03:26:23 main:574] : INFO : Epoch 1918 | loss: 0.0311355 | val_loss: 0.0311615 | Time: 1402.36 ms [2022-04-11 03:26:25 main:574] : INFO : Epoch 1919 | loss: 0.0311366 | val_loss: 0.0311644 | Time: 1483.18 ms [2022-04-11 03:26:26 main:574] : INFO : Epoch 1920 | loss: 0.0311395 | val_loss: 0.0311633 | Time: 1468.42 ms [2022-04-11 03:26:27 main:574] : INFO : Epoch 1921 | loss: 0.0311382 | val_loss: 0.0311606 | Time: 1430.12 ms [2022-04-11 03:26:29 main:574] : INFO : Epoch 1922 | loss: 0.0311381 | val_loss: 0.031159 | Time: 1472.8 ms [2022-04-11 03:26:30 main:574] : INFO : Epoch 1923 | loss: 0.0311381 | val_loss: 0.0311609 | Time: 1465.58 ms [2022-04-11 03:26:32 main:574] : INFO : Epoch 1924 | loss: 0.0311373 | val_loss: 0.0311602 | Time: 1529.64 ms [2022-04-11 03:26:33 main:574] : INFO : Epoch 1925 | loss: 0.0311383 | val_loss: 0.0311637 | Time: 1473.22 ms [2022-04-11 03:26:35 main:574] : INFO : Epoch 1926 | loss: 0.0311379 | val_loss: 0.0311613 | Time: 1524.57 ms [2022-04-11 03:26:37 main:574] : INFO : Epoch 1927 | loss: 0.0311371 | val_loss: 0.0311625 | Time: 1501.61 ms [2022-04-11 03:26:38 main:574] : INFO : Epoch 1928 | loss: 0.0311357 | val_loss: 0.031162 | Time: 1515.52 ms [2022-04-11 03:26:40 main:574] : INFO : Epoch 1929 | loss: 0.0311389 | val_loss: 0.0311589 | Time: 1498.1 ms [2022-04-11 03:26:41 main:574] : INFO : Epoch 1930 | loss: 0.0311409 | val_loss: 0.0311661 | Time: 1481.21 ms [2022-04-11 03:26:43 main:574] : INFO : Epoch 1931 | loss: 0.0311379 | val_loss: 0.0311604 | Time: 1514.89 ms [2022-04-11 03:26:44 main:574] : INFO : Epoch 1932 | loss: 0.031137 | val_loss: 0.0311595 | Time: 1458.12 ms [2022-04-11 03:26:46 main:574] : INFO : Epoch 1933 | loss: 0.0311364 | val_loss: 0.0311602 | Time: 1392.81 ms [2022-04-11 03:26:47 main:574] : INFO : Epoch 1934 | loss: 0.0311353 | val_loss: 0.031164 | Time: 1372.51 ms [2022-04-11 03:26:48 main:574] : INFO : Epoch 1935 | loss: 0.0311372 | val_loss: 0.0311634 | Time: 1541.45 ms [2022-04-11 03:26:50 main:574] : INFO : Epoch 1936 | loss: 0.0311366 | val_loss: 0.0311644 | Time: 1518.86 ms [2022-04-11 03:26:51 main:574] : INFO : Epoch 1937 | loss: 0.0311376 | val_loss: 0.0311623 | Time: 1362.91 ms [2022-04-11 03:26:53 main:574] : INFO : Epoch 1938 | loss: 0.0311373 | val_loss: 0.0311654 | Time: 1361.89 ms [2022-04-11 03:26:54 main:574] : INFO : Epoch 1939 | loss: 0.0311358 | val_loss: 0.031167 | Time: 1444.54 ms [2022-04-11 03:26:56 main:574] : INFO : Epoch 1940 | loss: 0.031138 | val_loss: 0.0311654 | Time: 1451.31 ms [2022-04-11 03:26:57 main:574] : INFO : Epoch 1941 | loss: 0.0311406 | val_loss: 0.0311689 | Time: 1491.12 ms [2022-04-11 03:26:59 main:574] : INFO : Epoch 1942 | loss: 0.0311414 | val_loss: 0.03116 | Time: 1431.16 ms [2022-04-11 03:27:00 main:574] : INFO : Epoch 1943 | loss: 0.0311389 | val_loss: 0.0311597 | Time: 1521.87 ms [2022-04-11 03:27:02 main:574] : INFO : Epoch 1944 | loss: 0.0311364 | val_loss: 0.031162 | Time: 1462.48 ms [2022-04-11 03:27:03 main:574] : INFO : Epoch 1945 | loss: 0.031136 | val_loss: 0.0311603 | Time: 1511.42 ms [2022-04-11 03:27:05 main:574] : INFO : Epoch 1946 | loss: 0.0311378 | val_loss: 0.0311613 | Time: 1467.46 ms [2022-04-11 03:27:06 main:574] : INFO : Epoch 1947 | loss: 0.0311365 | val_loss: 0.0311598 | Time: 1440.21 ms [2022-04-11 03:27:07 main:574] : INFO : Epoch 1948 | loss: 0.0311389 | val_loss: 0.0311628 | Time: 1361.76 ms [2022-04-11 03:27:09 main:574] : INFO : Epoch 1949 | loss: 0.0311386 | val_loss: 0.0311632 | Time: 1487.99 ms [2022-04-11 03:27:10 main:574] : INFO : Epoch 1950 | loss: 0.0311375 | val_loss: 0.0311626 | Time: 1399.72 ms [2022-04-11 03:27:12 main:574] : INFO : Epoch 1951 | loss: 0.0311379 | val_loss: 0.0311594 | Time: 1355.94 ms [2022-04-11 03:27:13 main:574] : INFO : Epoch 1952 | loss: 0.0311361 | val_loss: 0.0311616 | Time: 1534.66 ms [2022-04-11 03:27:15 main:574] : INFO : Epoch 1953 | loss: 0.0311379 | val_loss: 0.0311635 | Time: 1460.64 ms [2022-04-11 03:27:16 main:574] : INFO : Epoch 1954 | loss: 0.0311374 | val_loss: 0.0311595 | Time: 1486.99 ms [2022-04-11 03:27:18 main:574] : INFO : Epoch 1955 | loss: 0.0311384 | val_loss: 0.0311669 | Time: 1466.54 ms [2022-04-11 03:27:19 main:574] : INFO : Epoch 1956 | loss: 0.0311362 | val_loss: 0.031164 | Time: 1477.66 ms [2022-04-11 03:27:21 main:574] : INFO : Epoch 1957 | loss: 0.0311383 | val_loss: 0.031166 | Time: 1470.01 ms [2022-04-11 03:27:22 main:574] : INFO : Epoch 1958 | loss: 0.0311358 | val_loss: 0.0311591 | Time: 1513.49 ms [2022-04-11 03:27:24 main:574] : INFO : Epoch 1959 | loss: 0.0311384 | val_loss: 0.0311694 | Time: 1520.59 ms [2022-04-11 03:27:25 main:574] : INFO : Epoch 1960 | loss: 0.0311368 | val_loss: 0.0311657 | Time: 1335.94 ms [2022-04-11 03:27:27 main:574] : INFO : Epoch 1961 | loss: 0.0311361 | val_loss: 0.0311603 | Time: 1349.86 ms [2022-04-11 03:27:28 main:574] : INFO : Epoch 1962 | loss: 0.0311386 | val_loss: 0.031163 | Time: 1508.73 ms [2022-04-11 03:27:30 main:574] : INFO : Epoch 1963 | loss: 0.0311422 | val_loss: 0.0311623 | Time: 1476.17 ms [2022-04-11 03:27:31 main:574] : INFO : Epoch 1964 | loss: 0.0311393 | val_loss: 0.0311625 | Time: 1423.5 ms [2022-04-11 03:27:32 main:574] : INFO : Epoch 1965 | loss: 0.0311393 | val_loss: 0.0311603 | Time: 1447.12 ms [2022-04-11 03:27:34 main:574] : INFO : Epoch 1966 | loss: 0.0311415 | val_loss: 0.0311613 | Time: 1442.55 ms [2022-04-11 03:27:35 main:574] : INFO : Epoch 1967 | loss: 0.0311436 | val_loss: 0.0311675 | Time: 1466.25 ms [2022-04-11 03:27:37 main:574] : INFO : Epoch 1968 | loss: 0.0311435 | val_loss: 0.0311633 | Time: 1452.32 ms [2022-04-11 03:27:38 main:574] : INFO : Epoch 1969 | loss: 0.0311405 | val_loss: 0.0311633 | Time: 1418.51 ms [2022-04-11 03:27:40 main:574] : INFO : Epoch 1970 | loss: 0.0311453 | val_loss: 0.0311634 | Time: 1507.11 ms [2022-04-11 03:27:41 main:574] : INFO : Epoch 1971 | loss: 0.0311458 | val_loss: 0.0311591 | Time: 1342.25 ms [2022-04-11 03:27:43 main:574] : INFO : Epoch 1972 | loss: 0.0311423 | val_loss: 0.0311604 | Time: 1466.34 ms [2022-04-11 03:27:44 main:574] : INFO : Epoch 1973 | loss: 0.0311405 | val_loss: 0.0311621 | Time: 1451.13 ms [2022-04-11 03:27:46 main:574] : INFO : Epoch 1974 | loss: 0.0311416 | val_loss: 0.0311605 | Time: 1386.5 ms [2022-04-11 03:27:47 main:574] : INFO : Epoch 1975 | loss: 0.0311429 | val_loss: 0.031161 | Time: 1508.72 ms [2022-04-11 03:27:49 main:574] : INFO : Epoch 1976 | loss: 0.0311459 | val_loss: 0.0311623 | Time: 1401.76 ms [2022-04-11 03:27:50 main:574] : INFO : Epoch 1977 | loss: 0.0311439 | val_loss: 0.0311615 | Time: 1468.38 ms [2022-04-11 03:27:51 main:574] : INFO : Epoch 1978 | loss: 0.0311443 | val_loss: 0.0311622 | Time: 1397.94 ms [2022-04-11 03:27:53 main:574] : INFO : Epoch 1979 | loss: 0.031145 | val_loss: 0.0311596 | Time: 1499.07 ms [2022-04-11 03:27:54 main:574] : INFO : Epoch 1980 | loss: 0.0311429 | val_loss: 0.0311611 | Time: 1411.63 ms [2022-04-11 03:27:56 main:574] : INFO : Epoch 1981 | loss: 0.0311424 | val_loss: 0.0311661 | Time: 1390.66 ms [2022-04-11 03:27:57 main:574] : INFO : Epoch 1982 | loss: 0.0311444 | val_loss: 0.0311655 | Time: 1375.41 ms [2022-04-11 03:27:59 main:574] : INFO : Epoch 1983 | loss: 0.0311418 | val_loss: 0.0311618 | Time: 1505.76 ms [2022-04-11 03:28:00 main:574] : INFO : Epoch 1984 | loss: 0.0311422 | val_loss: 0.0311608 | Time: 1501.65 ms [2022-04-11 03:28:02 main:574] : INFO : Epoch 1985 | loss: 0.031142 | val_loss: 0.0311691 | Time: 1527.91 ms [2022-04-11 03:28:03 main:574] : INFO : Epoch 1986 | loss: 0.0311446 | val_loss: 0.0311662 | Time: 1470.97 ms [2022-04-11 03:28:05 main:574] : INFO : Epoch 1987 | loss: 0.0311454 | val_loss: 0.0311694 | Time: 1466.2 ms [2022-04-11 03:28:06 main:574] : INFO : Epoch 1988 | loss: 0.0311435 | val_loss: 0.0311613 | Time: 1412.99 ms [2022-04-11 03:28:08 main:574] : INFO : Epoch 1989 | loss: 0.0311453 | val_loss: 0.0311664 | Time: 1541.9 ms [2022-04-11 03:28:09 main:574] : INFO : Epoch 1990 | loss: 0.0311446 | val_loss: 0.0311703 | Time: 1494.46 ms [2022-04-11 03:28:11 main:574] : INFO : Epoch 1991 | loss: 0.031145 | val_loss: 0.0311637 | Time: 1420.57 ms [2022-04-11 03:28:12 main:574] : INFO : Epoch 1992 | loss: 0.031144 | val_loss: 0.0311634 | Time: 1467.89 ms [2022-04-11 03:28:14 main:574] : INFO : Epoch 1993 | loss: 0.0311458 | val_loss: 0.0311629 | Time: 1432.59 ms [2022-04-11 03:28:15 main:574] : INFO : Epoch 1994 | loss: 0.031147 | val_loss: 0.0311644 | Time: 1481.49 ms [2022-04-11 03:28:17 main:574] : INFO : Epoch 1995 | loss: 0.0311445 | val_loss: 0.0311571 | Time: 1504.77 ms [2022-04-11 03:28:18 main:574] : INFO : Epoch 1996 | loss: 0.0311419 | val_loss: 0.0311592 | Time: 1414.21 ms [2022-04-11 03:28:20 main:574] : INFO : Epoch 1997 | loss: 0.031142 | val_loss: 0.0311614 | Time: 1425.89 ms [2022-04-11 03:28:21 main:574] : INFO : Epoch 1998 | loss: 0.0311427 | val_loss: 0.0311651 | Time: 1421.34 ms [2022-04-11 03:28:22 main:574] : INFO : Epoch 1999 | loss: 0.031146 | val_loss: 0.0311693 | Time: 1539.77 ms [2022-04-11 03:28:24 main:574] : INFO : Epoch 2000 | loss: 0.031155 | val_loss: 0.0311691 | Time: 1398.43 ms [2022-04-11 03:28:25 main:574] : INFO : Epoch 2001 | loss: 0.0311494 | val_loss: 0.0311663 | Time: 1491.31 ms [2022-04-11 03:28:27 main:574] : INFO : Epoch 2002 | loss: 0.0311545 | val_loss: 0.0311677 | Time: 1433.69 ms [2022-04-11 03:28:28 main:574] : INFO : Epoch 2003 | loss: 0.0311541 | val_loss: 0.0311664 | Time: 1366.33 ms [2022-04-11 03:28:30 main:574] : INFO : Epoch 2004 | loss: 0.0311537 | val_loss: 0.0311647 | Time: 1395.33 ms [2022-04-11 03:28:31 main:574] : INFO : Epoch 2005 | loss: 0.0311512 | val_loss: 0.0311632 | Time: 1526.96 ms [2022-04-11 03:28:33 main:574] : INFO : Epoch 2006 | loss: 0.0311512 | val_loss: 0.0311631 | Time: 1445.84 ms [2022-04-11 03:28:34 main:574] : INFO : Epoch 2007 | loss: 0.0311504 | val_loss: 0.0311666 | Time: 1467.65 ms [2022-04-11 03:28:36 main:574] : INFO : Epoch 2008 | loss: 0.0311506 | val_loss: 0.0311625 | Time: 1402.89 ms [2022-04-11 03:28:37 main:574] : INFO : Epoch 2009 | loss: 0.0311485 | val_loss: 0.0311623 | Time: 1496.14 ms [2022-04-11 03:28:39 main:574] : INFO : Epoch 2010 | loss: 0.031148 | val_loss: 0.0311619 | Time: 1548.28 ms [2022-04-11 03:28:40 main:574] : INFO : Epoch 2011 | loss: 0.03115 | val_loss: 0.0311652 | Time: 1492.14 ms [2022-04-11 03:28:42 main:574] : INFO : Epoch 2012 | loss: 0.0311456 | val_loss: 0.0311607 | Time: 1402.4 ms [2022-04-11 03:28:43 main:574] : INFO : Epoch 2013 | loss: 0.0311443 | val_loss: 0.0311628 | Time: 1344.44 ms [2022-04-11 03:28:44 main:574] : INFO : Epoch 2014 | loss: 0.0311473 | val_loss: 0.0311639 | Time: 1484.75 ms [2022-04-11 03:28:46 main:574] : INFO : Epoch 2015 | loss: 0.0311528 | val_loss: 0.0311652 | Time: 1475.43 ms [2022-04-11 03:28:47 main:574] : INFO : Epoch 2016 | loss: 0.0311522 | val_loss: 0.0311608 | Time: 1459.95 ms [2022-04-11 03:28:49 main:574] : INFO : Epoch 2017 | loss: 0.0311472 | val_loss: 0.0311599 | Time: 1384.31 ms [2022-04-11 03:28:50 main:574] : INFO : Epoch 2018 | loss: 0.0311459 | val_loss: 0.0311625 | Time: 1421.94 ms [2022-04-11 03:28:52 main:574] : INFO : Epoch 2019 | loss: 0.0311461 | val_loss: 0.0311615 | Time: 1498.44 ms [2022-04-11 03:28:53 main:574] : INFO : Epoch 2020 | loss: 0.0311458 | val_loss: 0.0311613 | Time: 1450.02 ms [2022-04-11 03:28:55 main:574] : INFO : Epoch 2021 | loss: 0.0311441 | val_loss: 0.031158 | Time: 1454.23 ms [2022-04-11 03:28:56 main:574] : INFO : Epoch 2022 | loss: 0.0311422 | val_loss: 0.0311582 | Time: 1517.01 ms [2022-04-11 03:28:58 main:574] : INFO : Epoch 2023 | loss: 0.0311421 | val_loss: 0.0311619 | Time: 1457.12 ms [2022-04-11 03:28:59 main:574] : INFO : Epoch 2024 | loss: 0.031142 | val_loss: 0.0311611 | Time: 1521.87 ms [2022-04-11 03:29:01 main:574] : INFO : Epoch 2025 | loss: 0.0311417 | val_loss: 0.0311632 | Time: 1417.3 ms [2022-04-11 03:29:02 main:574] : INFO : Epoch 2026 | loss: 0.0311454 | val_loss: 0.0311608 | Time: 1482.88 ms [2022-04-11 03:29:04 main:574] : INFO : Epoch 2027 | loss: 0.0311425 | val_loss: 0.0311672 | Time: 1387.83 ms [2022-04-11 03:29:05 main:574] : INFO : Epoch 2028 | loss: 0.0311433 | val_loss: 0.0311651 | Time: 1430.73 ms [2022-04-11 03:29:06 main:574] : INFO : Epoch 2029 | loss: 0.0311417 | val_loss: 0.0311603 | Time: 1452.72 ms [2022-04-11 03:29:08 main:574] : INFO : Epoch 2030 | loss: 0.0311427 | val_loss: 0.0311632 | Time: 1444.86 ms [2022-04-11 03:29:09 main:574] : INFO : Epoch 2031 | loss: 0.0311417 | val_loss: 0.031166 | Time: 1514.34 ms [2022-04-11 03:29:11 main:574] : INFO : Epoch 2032 | loss: 0.0311439 | val_loss: 0.0311726 | Time: 1499.15 ms [2022-04-11 03:29:12 main:574] : INFO : Epoch 2033 | loss: 0.0311449 | val_loss: 0.0311641 | Time: 1522.79 ms [2022-04-11 03:29:14 main:574] : INFO : Epoch 2034 | loss: 0.0311408 | val_loss: 0.0311602 | Time: 1459.24 ms [2022-04-11 03:29:15 main:574] : INFO : Epoch 2035 | loss: 0.0311394 | val_loss: 0.0311628 | Time: 1497.44 ms [2022-04-11 03:29:17 main:574] : INFO : Epoch 2036 | loss: 0.0311424 | val_loss: 0.031159 | Time: 1378.68 ms [2022-04-11 03:29:18 main:574] : INFO : Epoch 2037 | loss: 0.0311451 | val_loss: 0.0311615 | Time: 1464.83 ms [2022-04-11 03:29:20 main:574] : INFO : Epoch 2038 | loss: 0.0311485 | val_loss: 0.0311638 | Time: 1393.9 ms [2022-04-11 03:29:21 main:574] : INFO : Epoch 2039 | loss: 0.0311472 | val_loss: 0.0311684 | Time: 1385.87 ms [2022-04-11 03:29:22 main:574] : INFO : Epoch 2040 | loss: 0.0311465 | val_loss: 0.0311636 | Time: 1409.86 ms [2022-04-11 03:29:24 main:574] : INFO : Epoch 2041 | loss: 0.031143 | val_loss: 0.0311649 | Time: 1359.71 ms [2022-04-11 03:29:25 main:574] : INFO : Epoch 2042 | loss: 0.0311432 | val_loss: 0.0311654 | Time: 1494.74 ms [2022-04-11 03:29:27 main:574] : INFO : Epoch 2043 | loss: 0.0311434 | val_loss: 0.0311632 | Time: 1449.26 ms [2022-04-11 03:29:28 main:574] : INFO : Epoch 2044 | loss: 0.0311425 | val_loss: 0.0311636 | Time: 1357.72 ms [2022-04-11 03:29:30 main:574] : INFO : Epoch 2045 | loss: 0.0311441 | val_loss: 0.0311679 | Time: 1344.91 ms [2022-04-11 03:29:31 main:574] : INFO : Epoch 2046 | loss: 0.0311428 | val_loss: 0.0311607 | Time: 1458.38 ms [2022-04-11 03:29:32 main:574] : INFO : Epoch 2047 | loss: 0.0311418 | val_loss: 0.0311613 | Time: 1437.84 ms [2022-04-11 03:29:34 main:574] : INFO : Epoch 2048 | loss: 0.0311422 | val_loss: 0.0311625 | Time: 1472.72 ms [2022-04-11 03:29:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311625 [2022-04-11 03:29:34 main:603] : INFO : Saving end state to config to file [2022-04-11 03:29:34 main:608] : INFO : Success, exiting.. 03:29:34 (9792): 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)