Task 14622549
| Name | ParityModified-1647046757-18253-3-0_0 |
| Workunit | 11639526 |
| Created | 17 Apr 2022, 4:36:06 UTC |
| Sent | 17 Apr 2022, 4:36:19 UTC |
| Report deadline | 25 Apr 2022, 4:36:19 UTC |
| Received | 24 Apr 2022, 2:06:36 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7122 |
| Run time | 49 min 3 sec |
| CPU time | 48 min 22 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,381.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0310698 | val_loss: 0.0311069 | Time: 1382.87 ms
[2022-04-24 11:54:21 main:574] : INFO : Epoch 1543 | loss: 0.0310703 | val_loss: 0.0311044 | Time: 1400.16 ms
[2022-04-24 11:54:23 main:574] : INFO : Epoch 1544 | loss: 0.0310678 | val_loss: 0.0311037 | Time: 1430.51 ms
[2022-04-24 11:54:24 main:574] : INFO : Epoch 1545 | loss: 0.0310654 | val_loss: 0.0311041 | Time: 1396.34 ms
[2022-04-24 11:54:25 main:574] : INFO : Epoch 1546 | loss: 0.031068 | val_loss: 0.0311033 | Time: 1411.95 ms
[2022-04-24 11:54:27 main:574] : INFO : Epoch 1547 | loss: 0.0310617 | val_loss: 0.0311014 | Time: 1426.73 ms
[2022-04-24 11:54:28 main:574] : INFO : Epoch 1548 | loss: 0.0310646 | val_loss: 0.0311005 | Time: 1426.62 ms
[2022-04-24 11:54:30 main:574] : INFO : Epoch 1549 | loss: 0.031062 | val_loss: 0.0311036 | Time: 1411.23 ms
[2022-04-24 11:54:31 main:574] : INFO : Epoch 1550 | loss: 0.0310579 | val_loss: 0.0310992 | Time: 1423.07 ms
[2022-04-24 11:54:33 main:574] : INFO : Epoch 1551 | loss: 0.0310545 | val_loss: 0.0310965 | Time: 1420.32 ms
[2022-04-24 11:54:34 main:574] : INFO : Epoch 1552 | loss: 0.031052 | val_loss: 0.0311012 | Time: 1407.64 ms
[2022-04-24 11:54:35 main:574] : INFO : Epoch 1553 | loss: 0.0310505 | val_loss: 0.0310948 | Time: 1404.19 ms
[2022-04-24 11:54:37 main:574] : INFO : Epoch 1554 | loss: 0.0310486 | val_loss: 0.0310934 | Time: 1416.77 ms
[2022-04-24 11:54:38 main:574] : INFO : Epoch 1555 | loss: 0.0310472 | val_loss: 0.0310939 | Time: 1427.95 ms
[2022-04-24 11:54:40 main:574] : INFO : Epoch 1556 | loss: 0.0310476 | val_loss: 0.0310931 | Time: 1411.58 ms
[2022-04-24 11:54:41 main:574] : INFO : Epoch 1557 | loss: 0.031047 | val_loss: 0.0310948 | Time: 1441.95 ms
[2022-04-24 11:54:43 main:574] : INFO : Epoch 1558 | loss: 0.0310487 | val_loss: 0.0310958 | Time: 1437.58 ms
[2022-04-24 11:54:44 main:574] : INFO : Epoch 1559 | loss: 0.0310461 | val_loss: 0.0310939 | Time: 1414.41 ms
[2022-04-24 11:54:45 main:574] : INFO : Epoch 1560 | loss: 0.0310439 | val_loss: 0.0310957 | Time: 1431.2 ms
[2022-04-24 11:54:47 main:574] : INFO : Epoch 1561 | loss: 0.0310419 | val_loss: 0.0310938 | Time: 1444.99 ms
[2022-04-24 11:54:48 main:574] : INFO : Epoch 1562 | loss: 0.0310427 | val_loss: 0.0311026 | Time: 1470 ms
[2022-04-24 11:54:50 main:574] : INFO : Epoch 1563 | loss: 0.0310469 | val_loss: 0.0310983 | Time: 1449.61 ms
[2022-04-24 11:54:51 main:574] : INFO : Epoch 1564 | loss: 0.031043 | val_loss: 0.0311039 | Time: 1441.61 ms
[2022-04-24 11:54:53 main:574] : INFO : Epoch 1565 | loss: 0.0310419 | val_loss: 0.031095 | Time: 1405.69 ms
[2022-04-24 11:54:54 main:574] : INFO : Epoch 1566 | loss: 0.0310422 | val_loss: 0.0311044 | Time: 1404.86 ms
[2022-04-24 11:54:56 main:574] : INFO : Epoch 1567 | loss: 0.0310409 | val_loss: 0.0311051 | Time: 1372.62 ms
[2022-04-24 11:54:57 main:574] : INFO : Epoch 1568 | loss: 0.0310408 | val_loss: 0.0310986 | Time: 1412.79 ms
[2022-04-24 11:54:58 main:574] : INFO : Epoch 1569 | loss: 0.0310461 | val_loss: 0.031098 | Time: 1396.44 ms
[2022-04-24 11:55:00 main:574] : INFO : Epoch 1570 | loss: 0.0310463 | val_loss: 0.0310988 | Time: 1422.12 ms
[2022-04-24 11:55:01 main:574] : INFO : Epoch 1571 | loss: 0.0310431 | val_loss: 0.0310954 | Time: 1435.36 ms
[2022-04-24 11:55:03 main:574] : INFO : Epoch 1572 | loss: 0.0310407 | val_loss: 0.0310957 | Time: 1388.75 ms
[2022-04-24 11:55:04 main:574] : INFO : Epoch 1573 | loss: 0.0310425 | val_loss: 0.031091 | Time: 1387.13 ms
[2022-04-24 11:55:05 main:574] : INFO : Epoch 1574 | loss: 0.0310407 | val_loss: 0.0310948 | Time: 1411.84 ms
[2022-04-24 11:55:07 main:574] : INFO : Epoch 1575 | loss: 0.0310416 | val_loss: 0.0311043 | Time: 1393.66 ms
[2022-04-24 11:55:08 main:574] : INFO : Epoch 1576 | loss: 0.0310413 | val_loss: 0.0310923 | Time: 1397.58 ms
[2022-04-24 11:55:10 main:574] : INFO : Epoch 1577 | loss: 0.0310458 | val_loss: 0.0310959 | Time: 1436.8 ms
[2022-04-24 11:55:11 main:574] : INFO : Epoch 1578 | loss: 0.0310411 | val_loss: 0.0310991 | Time: 1412.3 ms
[2022-04-24 11:55:13 main:574] : INFO : Epoch 1579 | loss: 0.0310418 | val_loss: 0.0310955 | Time: 1435.32 ms
[2022-04-24 11:55:14 main:574] : INFO : Epoch 1580 | loss: 0.0310426 | val_loss: 0.0310958 | Time: 1412.91 ms
[2022-04-24 11:55:15 main:574] : INFO : Epoch 1581 | loss: 0.0310503 | val_loss: 0.0311036 | Time: 1411.29 ms
[2022-04-24 11:55:17 main:574] : INFO : Epoch 1582 | loss: 0.0310422 | val_loss: 0.0310942 | Time: 1398 ms
[2022-04-24 11:55:18 main:574] : INFO : Epoch 1583 | loss: 0.0310394 | val_loss: 0.0310974 | Time: 1419.88 ms
[2022-04-24 11:55:20 main:574] : INFO : Epoch 1584 | loss: 0.0310427 | val_loss: 0.0310974 | Time: 1397.84 ms
[2022-04-24 11:55:21 main:574] : INFO : Epoch 1585 | loss: 0.0310411 | val_loss: 0.0310974 | Time: 1440.73 ms
[2022-04-24 11:55:23 main:574] : INFO : Epoch 1586 | loss: 0.0310463 | val_loss: 0.0311056 | Time: 1420.9 ms
[2022-04-24 11:55:24 main:574] : INFO : Epoch 1587 | loss: 0.0310383 | val_loss: 0.0311062 | Time: 1421.91 ms
[2022-04-24 11:55:25 main:574] : INFO : Epoch 1588 | loss: 0.0310394 | val_loss: 0.031102 | Time: 1389.44 ms
[2022-04-24 11:55:27 main:574] : INFO : Epoch 1589 | loss: 0.0310394 | val_loss: 0.0311013 | Time: 1415.16 ms
[2022-04-24 11:55:28 main:574] : INFO : Epoch 1590 | loss: 0.0310374 | val_loss: 0.0311018 | Time: 1412.83 ms
[2022-04-24 11:55:30 main:574] : INFO : Epoch 1591 | loss: 0.0310379 | val_loss: 0.0310996 | Time: 1402.94 ms
[2022-04-24 11:55:31 main:574] : INFO : Epoch 1592 | loss: 0.0310389 | val_loss: 0.0310991 | Time: 1409.33 ms
[2022-04-24 11:55:33 main:574] : INFO : Epoch 1593 | loss: 0.0310363 | val_loss: 0.0310993 | Time: 1426.77 ms
[2022-04-24 11:55:34 main:574] : INFO : Epoch 1594 | loss: 0.0310366 | val_loss: 0.0311046 | Time: 1416.81 ms
[2022-04-24 11:55:35 main:574] : INFO : Epoch 1595 | loss: 0.0310382 | val_loss: 0.0310935 | Time: 1406.48 ms
[2022-04-24 11:55:37 main:574] : INFO : Epoch 1596 | loss: 0.0310398 | val_loss: 0.0311041 | Time: 1420.96 ms
[2022-04-24 11:55:38 main:574] : INFO : Epoch 1597 | loss: 0.0310404 | val_loss: 0.0310972 | Time: 1431.1 ms
[2022-04-24 11:55:40 main:574] : INFO : Epoch 1598 | loss: 0.0310438 | val_loss: 0.0310874 | Time: 1424.39 ms
[2022-04-24 11:55:41 main:574] : INFO : Epoch 1599 | loss: 0.0310465 | val_loss: 0.0310987 | Time: 1400.59 ms
[2022-04-24 11:55:43 main:574] : INFO : Epoch 1600 | loss: 0.0310465 | val_loss: 0.0311077 | Time: 1414.81 ms
[2022-04-24 11:55:44 main:574] : INFO : Epoch 1601 | loss: 0.0310542 | val_loss: 0.0311041 | Time: 1403.62 ms
[2022-04-24 11:55:45 main:574] : INFO : Epoch 1602 | loss: 0.0310551 | val_loss: 0.0311099 | Time: 1419.02 ms
[2022-04-24 11:55:47 main:574] : INFO : Epoch 1603 | loss: 0.0310655 | val_loss: 0.0311013 | Time: 1444.01 ms
[2022-04-24 11:55:48 main:574] : INFO : Epoch 1604 | loss: 0.0310524 | val_loss: 0.0310912 | Time: 1398.59 ms
[2022-04-24 11:55:50 main:574] : INFO : Epoch 1605 | loss: 0.03105 | val_loss: 0.0310951 | Time: 1482.82 ms
[2022-04-24 11:55:51 main:574] : INFO : Epoch 1606 | loss: 0.0310489 | val_loss: 0.0310978 | Time: 1423.19 ms
[2022-04-24 11:55:53 main:574] : INFO : Epoch 1607 | loss: 0.0310486 | val_loss: 0.0310994 | Time: 1420.8 ms
[2022-04-24 11:55:54 main:574] : INFO : Epoch 1608 | loss: 0.0310521 | val_loss: 0.0310963 | Time: 1404.3 ms
[2022-04-24 11:55:55 main:574] : INFO : Epoch 1609 | loss: 0.0310477 | val_loss: 0.0310954 | Time: 1423.57 ms
[2022-04-24 11:55:57 main:574] : INFO : Epoch 1610 | loss: 0.0310479 | val_loss: 0.0310972 | Time: 1424.42 ms
[2022-04-24 11:55:58 main:574] : INFO : Epoch 1611 | loss: 0.0310439 | val_loss: 0.0311004 | Time: 1396.76 ms
[2022-04-24 11:56:00 main:574] : INFO : Epoch 1612 | loss: 0.0310434 | val_loss: 0.0310924 | Time: 1396.22 ms
[2022-04-24 11:56:01 main:574] : INFO : Epoch 1613 | loss: 0.0310517 | val_loss: 0.0310988 | Time: 1408.21 ms
[2022-04-24 11:56:03 main:574] : INFO : Epoch 1614 | loss: 0.031063 | val_loss: 0.0311155 | Time: 1447.91 ms
[2022-04-24 11:56:04 main:574] : INFO : Epoch 1615 | loss: 0.0310604 | val_loss: 0.0310962 | Time: 1451.69 ms
[2022-04-24 11:56:06 main:574] : INFO : Epoch 1616 | loss: 0.031055 | val_loss: 0.0310967 | Time: 1456.67 ms
[2022-04-24 11:56:07 main:574] : INFO : Epoch 1617 | loss: 0.0310471 | val_loss: 0.0310926 | Time: 1419.22 ms
[2022-04-24 11:56:08 main:574] : INFO : Epoch 1618 | loss: 0.0310457 | val_loss: 0.0310974 | Time: 1463.29 ms
[2022-04-24 11:56:10 main:574] : INFO : Epoch 1619 | loss: 0.031042 | val_loss: 0.0310871 | Time: 1468.74 ms
[2022-04-24 11:56:11 main:574] : INFO : Epoch 1620 | loss: 0.0310424 | val_loss: 0.031097 | Time: 1425.87 ms
[2022-04-24 11:56:13 main:574] : INFO : Epoch 1621 | loss: 0.0310435 | val_loss: 0.0311055 | Time: 1385.85 ms
[2022-04-24 11:56:14 main:574] : INFO : Epoch 1622 | loss: 0.03106 | val_loss: 0.0310967 | Time: 1431.32 ms
[2022-04-24 11:56:16 main:574] : INFO : Epoch 1623 | loss: 0.0310452 | val_loss: 0.0310905 | Time: 1386.96 ms
[2022-04-24 11:56:17 main:574] : INFO : Epoch 1624 | loss: 0.0310436 | val_loss: 0.0310934 | Time: 1440.55 ms
[2022-04-24 11:56:19 main:574] : INFO : Epoch 1625 | loss: 0.0310434 | val_loss: 0.0310982 | Time: 1424.44 ms
[2022-04-24 11:56:20 main:574] : INFO : Epoch 1626 | loss: 0.0310441 | val_loss: 0.0310963 | Time: 1448.36 ms
[2022-04-24 11:56:21 main:574] : INFO : Epoch 1627 | loss: 0.0310436 | val_loss: 0.0310948 | Time: 1385.89 ms
[2022-04-24 11:56:23 main:574] : INFO : Epoch 1628 | loss: 0.0310391 | val_loss: 0.0310967 | Time: 1417.45 ms
[2022-04-24 11:56:24 main:574] : INFO : Epoch 1629 | loss: 0.0310369 | val_loss: 0.0311001 | Time: 1450.09 ms
[2022-04-24 11:56:26 main:574] : INFO : Epoch 1630 | loss: 0.031042 | val_loss: 0.0311004 | Time: 1425.47 ms
[2022-04-24 11:56:27 main:574] : INFO : Epoch 1631 | loss: 0.0310414 | val_loss: 0.0310988 | Time: 1437.17 ms
[2022-04-24 11:56:29 main:574] : INFO : Epoch 1632 | loss: 0.0310408 | val_loss: 0.0310926 | Time: 1391.6 ms
[2022-04-24 11:56:30 main:574] : INFO : Epoch 1633 | loss: 0.0310371 | val_loss: 0.0310948 | Time: 1446.64 ms
[2022-04-24 11:56:31 main:574] : INFO : Epoch 1634 | loss: 0.0310399 | val_loss: 0.0310975 | Time: 1430.13 ms
[2022-04-24 11:56:33 main:574] : INFO : Epoch 1635 | loss: 0.0310389 | val_loss: 0.0311029 | Time: 1416.81 ms
[2022-04-24 11:56:34 main:574] : INFO : Epoch 1636 | loss: 0.0310416 | val_loss: 0.0311048 | Time: 1428 ms
[2022-04-24 11:56:36 main:574] : INFO : Epoch 1637 | loss: 0.0310361 | val_loss: 0.0310932 | Time: 1416.56 ms
[2022-04-24 11:56:37 main:574] : INFO : Epoch 1638 | loss: 0.0310382 | val_loss: 0.0310983 | Time: 1434.61 ms
[2022-04-24 11:56:39 main:574] : INFO : Epoch 1639 | loss: 0.0310336 | val_loss: 0.0310987 | Time: 1431.58 ms
[2022-04-24 11:56:40 main:574] : INFO : Epoch 1640 | loss: 0.0310312 | val_loss: 0.031098 | Time: 1415.36 ms
[2022-04-24 11:56:42 main:574] : INFO : Epoch 1641 | loss: 0.0310339 | val_loss: 0.0310995 | Time: 1440.57 ms
[2022-04-24 11:56:43 main:574] : INFO : Epoch 1642 | loss: 0.0310433 | val_loss: 0.0310999 | Time: 1404.46 ms
[2022-04-24 11:56:44 main:574] : INFO : Epoch 1643 | loss: 0.0310427 | val_loss: 0.0310996 | Time: 1382.72 ms
[2022-04-24 11:56:46 main:574] : INFO : Epoch 1644 | loss: 0.0310366 | val_loss: 0.0310967 | Time: 1465.76 ms
[2022-04-24 11:56:47 main:574] : INFO : Epoch 1645 | loss: 0.0310349 | val_loss: 0.0310992 | Time: 1445.92 ms
[2022-04-24 11:56:49 main:574] : INFO : Epoch 1646 | loss: 0.031033 | val_loss: 0.0310919 | Time: 1418.52 ms
[2022-04-24 11:56:50 main:574] : INFO : Epoch 1647 | loss: 0.0310332 | val_loss: 0.0310918 | Time: 1439.13 ms
[2022-04-24 11:56:52 main:574] : INFO : Epoch 1648 | loss: 0.0310404 | val_loss: 0.0310985 | Time: 1441.78 ms
[2022-04-24 11:56:53 main:574] : INFO : Epoch 1649 | loss: 0.0310373 | val_loss: 0.0310916 | Time: 1427.15 ms
[2022-04-24 11:56:54 main:574] : INFO : Epoch 1650 | loss: 0.0310488 | val_loss: 0.0310957 | Time: 1386.31 ms
[2022-04-24 11:56:56 main:574] : INFO : Epoch 1651 | loss: 0.0310487 | val_loss: 0.0310962 | Time: 1430.54 ms
[2022-04-24 11:56:57 main:574] : INFO : Epoch 1652 | loss: 0.0310484 | val_loss: 0.0311045 | Time: 1457.97 ms
[2022-04-24 11:56:59 main:574] : INFO : Epoch 1653 | loss: 0.0310506 | val_loss: 0.0311075 | Time: 1399.86 ms
[2022-04-24 11:57:00 main:574] : INFO : Epoch 1654 | loss: 0.0310525 | val_loss: 0.031098 | Time: 1407.7 ms
[2022-04-24 11:57:02 main:574] : INFO : Epoch 1655 | loss: 0.0310457 | val_loss: 0.0310984 | Time: 1444.64 ms
[2022-04-24 11:57:03 main:574] : INFO : Epoch 1656 | loss: 0.0310467 | val_loss: 0.0311039 | Time: 1391.85 ms
[2022-04-24 11:57:04 main:574] : INFO : Epoch 1657 | loss: 0.0310432 | val_loss: 0.0310987 | Time: 1392.12 ms
[2022-04-24 11:57:06 main:574] : INFO : Epoch 1658 | loss: 0.0310384 | val_loss: 0.0310983 | Time: 1444.83 ms
[2022-04-24 11:57:07 main:574] : INFO : Epoch 1659 | loss: 0.0310412 | val_loss: 0.0311039 | Time: 1394.95 ms
[2022-04-24 11:57:09 main:574] : INFO : Epoch 1660 | loss: 0.031041 | val_loss: 0.0311042 | Time: 1432.25 ms
[2022-04-24 11:57:10 main:574] : INFO : Epoch 1661 | loss: 0.0310409 | val_loss: 0.031101 | Time: 1423.41 ms
[2022-04-24 11:57:12 main:574] : INFO : Epoch 1662 | loss: 0.0310387 | val_loss: 0.0311091 | Time: 1389.39 ms
[2022-04-24 11:57:13 main:574] : INFO : Epoch 1663 | loss: 0.0310368 | val_loss: 0.0310982 | Time: 1384.43 ms
[2022-04-24 11:57:14 main:574] : INFO : Epoch 1664 | loss: 0.0310588 | val_loss: 0.0311155 | Time: 1418.39 ms
[2022-04-24 11:57:16 main:574] : INFO : Epoch 1665 | loss: 0.031074 | val_loss: 0.0311065 | Time: 1399.05 ms
[2022-04-24 11:57:17 main:574] : INFO : Epoch 1666 | loss: 0.0310736 | val_loss: 0.0311139 | Time: 1391.67 ms
[2022-04-24 11:57:19 main:574] : INFO : Epoch 1667 | loss: 0.0310705 | val_loss: 0.0311058 | Time: 1444.83 ms
[2022-04-24 11:57:20 main:574] : INFO : Epoch 1668 | loss: 0.031066 | val_loss: 0.0311075 | Time: 1420.03 ms
[2022-04-24 11:57:22 main:574] : INFO : Epoch 1669 | loss: 0.0310553 | val_loss: 0.0310961 | Time: 1423.34 ms
[2022-04-24 11:57:23 main:574] : INFO : Epoch 1670 | loss: 0.0310462 | val_loss: 0.0310944 | Time: 1473.1 ms
[2022-04-24 11:57:24 main:574] : INFO : Epoch 1671 | loss: 0.0310453 | val_loss: 0.0310963 | Time: 1448.42 ms
[2022-04-24 11:57:26 main:574] : INFO : Epoch 1672 | loss: 0.0310522 | val_loss: 0.0310993 | Time: 1488.96 ms
[2022-04-24 11:57:27 main:574] : INFO : Epoch 1673 | loss: 0.0310549 | val_loss: 0.0310951 | Time: 1426.41 ms
[2022-04-24 11:57:29 main:574] : INFO : Epoch 1674 | loss: 0.0310462 | val_loss: 0.0310984 | Time: 1446.57 ms
[2022-04-24 11:57:30 main:574] : INFO : Epoch 1675 | loss: 0.0310417 | val_loss: 0.0310911 | Time: 1452.5 ms
[2022-04-24 11:57:32 main:574] : INFO : Epoch 1676 | loss: 0.0310405 | val_loss: 0.0310911 | Time: 1470.49 ms
[2022-04-24 11:57:33 main:574] : INFO : Epoch 1677 | loss: 0.0310404 | val_loss: 0.0310993 | Time: 1430.73 ms
[2022-04-24 11:57:35 main:574] : INFO : Epoch 1678 | loss: 0.0310417 | val_loss: 0.0310955 | Time: 1480.04 ms
[2022-04-24 11:57:36 main:574] : INFO : Epoch 1679 | loss: 0.0310388 | val_loss: 0.0311078 | Time: 1458.82 ms
[2022-04-24 11:57:38 main:574] : INFO : Epoch 1680 | loss: 0.0310404 | val_loss: 0.0310944 | Time: 1464.01 ms
[2022-04-24 11:57:39 main:574] : INFO : Epoch 1681 | loss: 0.0310391 | val_loss: 0.0311012 | Time: 1421.98 ms
[2022-04-24 11:57:41 main:574] : INFO : Epoch 1682 | loss: 0.0310364 | val_loss: 0.031097 | Time: 1441.01 ms
[2022-04-24 11:57:42 main:574] : INFO : Epoch 1683 | loss: 0.0310388 | val_loss: 0.0311053 | Time: 1433.78 ms
[2022-04-24 11:57:43 main:574] : INFO : Epoch 1684 | loss: 0.0310424 | val_loss: 0.0310961 | Time: 1417.02 ms
[2022-04-24 11:57:45 main:574] : INFO : Epoch 1685 | loss: 0.0310397 | val_loss: 0.0311019 | Time: 1417.81 ms
[2022-04-24 11:57:46 main:574] : INFO : Epoch 1686 | loss: 0.0310391 | val_loss: 0.0310974 | Time: 1472.66 ms
[2022-04-24 11:57:48 main:574] : INFO : Epoch 1687 | loss: 0.031038 | val_loss: 0.0311092 | Time: 1415.85 ms
[2022-04-24 11:57:49 main:574] : INFO : Epoch 1688 | loss: 0.0310403 | val_loss: 0.0310975 | Time: 1400.17 ms
[2022-04-24 11:57:51 main:574] : INFO : Epoch 1689 | loss: 0.0310424 | val_loss: 0.0310953 | Time: 1448.35 ms
[2022-04-24 11:57:52 main:574] : INFO : Epoch 1690 | loss: 0.0310436 | val_loss: 0.0310974 | Time: 1427.71 ms
[2022-04-24 11:57:54 main:574] : INFO : Epoch 1691 | loss: 0.0310456 | val_loss: 0.031092 | Time: 1399.76 ms
[2022-04-24 11:57:55 main:574] : INFO : Epoch 1692 | loss: 0.031039 | val_loss: 0.031101 | Time: 1428.81 ms
[2022-04-24 11:57:56 main:574] : INFO : Epoch 1693 | loss: 0.0310346 | val_loss: 0.0310965 | Time: 1390.48 ms
[2022-04-24 11:57:58 main:574] : INFO : Epoch 1694 | loss: 0.0310353 | val_loss: 0.0310951 | Time: 1421.17 ms
[2022-04-24 11:57:59 main:574] : INFO : Epoch 1695 | loss: 0.0310366 | val_loss: 0.0310906 | Time: 1413.43 ms
[2022-04-24 11:58:01 main:574] : INFO : Epoch 1696 | loss: 0.0310376 | val_loss: 0.0310937 | Time: 1418.31 ms
[2022-04-24 11:58:02 main:574] : INFO : Epoch 1697 | loss: 0.0310386 | val_loss: 0.0311061 | Time: 1447.82 ms
[2022-04-24 11:58:04 main:574] : INFO : Epoch 1698 | loss: 0.0310519 | val_loss: 0.0311076 | Time: 1429.33 ms
[2022-04-24 11:58:05 main:574] : INFO : Epoch 1699 | loss: 0.0310493 | val_loss: 0.0310932 | Time: 1429.5 ms
[2022-04-24 11:58:06 main:574] : INFO : Epoch 1700 | loss: 0.0310469 | val_loss: 0.0310974 | Time: 1415.49 ms
[2022-04-24 11:58:08 main:574] : INFO : Epoch 1701 | loss: 0.0310452 | val_loss: 0.0311019 | Time: 1421.96 ms
[2022-04-24 11:58:09 main:574] : INFO : Epoch 1702 | loss: 0.0310416 | val_loss: 0.0310937 | Time: 1406.74 ms
[2022-04-24 11:58:11 main:574] : INFO : Epoch 1703 | loss: 0.0310396 | val_loss: 0.0311028 | Time: 1434.26 ms
[2022-04-24 11:58:12 main:574] : INFO : Epoch 1704 | loss: 0.0310399 | val_loss: 0.0310989 | Time: 1409.8 ms
[2022-04-24 11:58:14 main:574] : INFO : Epoch 1705 | loss: 0.0310417 | val_loss: 0.0311047 | Time: 1414.13 ms
[2022-04-24 11:58:15 main:574] : INFO : Epoch 1706 | loss: 0.031038 | val_loss: 0.0310958 | Time: 1399.7 ms
[2022-04-24 11:58:16 main:574] : INFO : Epoch 1707 | loss: 0.0310429 | val_loss: 0.0311028 | Time: 1401.08 ms
[2022-04-24 11:58:18 main:574] : INFO : Epoch 1708 | loss: 0.0310418 | val_loss: 0.0311047 | Time: 1404.59 ms
[2022-04-24 11:58:19 main:574] : INFO : Epoch 1709 | loss: 0.031041 | val_loss: 0.031101 | Time: 1410.93 ms
[2022-04-24 11:58:21 main:574] : INFO : Epoch 1710 | loss: 0.0310395 | val_loss: 0.0310965 | Time: 1390.36 ms
[2022-04-24 11:58:22 main:574] : INFO : Epoch 1711 | loss: 0.0310379 | val_loss: 0.0310968 | Time: 1408.07 ms
[2022-04-24 11:58:23 main:574] : INFO : Epoch 1712 | loss: 0.0310344 | val_loss: 0.0310994 | Time: 1402.54 ms
[2022-04-24 11:58:25 main:574] : INFO : Epoch 1713 | loss: 0.0310346 | val_loss: 0.0311242 | Time: 1421.25 ms
[2022-04-24 11:58:26 main:574] : INFO : Epoch 1714 | loss: 0.0310402 | val_loss: 0.0311027 | Time: 1393.86 ms
[2022-04-24 11:58:28 main:574] : INFO : Epoch 1715 | loss: 0.0310373 | val_loss: 0.0311028 | Time: 1406.32 ms
[2022-04-24 11:58:29 main:574] : INFO : Epoch 1716 | loss: 0.0310356 | val_loss: 0.0311056 | Time: 1420.64 ms
[2022-04-24 11:58:31 main:574] : INFO : Epoch 1717 | loss: 0.0310377 | val_loss: 0.0311008 | Time: 1429.48 ms
[2022-04-24 11:58:32 main:574] : INFO : Epoch 1718 | loss: 0.0310397 | val_loss: 0.0311074 | Time: 1409.94 ms
[2022-04-24 11:58:33 main:574] : INFO : Epoch 1719 | loss: 0.0310375 | val_loss: 0.0310958 | Time: 1371.52 ms
[2022-04-24 11:58:35 main:574] : INFO : Epoch 1720 | loss: 0.0310393 | val_loss: 0.0310949 | Time: 1406.42 ms
[2022-04-24 11:58:36 main:574] : INFO : Epoch 1721 | loss: 0.0310458 | val_loss: 0.0310963 | Time: 1398.2 ms
[2022-04-24 11:58:38 main:574] : INFO : Epoch 1722 | loss: 0.0310449 | val_loss: 0.0310974 | Time: 1412.01 ms
[2022-04-24 11:58:39 main:574] : INFO : Epoch 1723 | loss: 0.0310401 | val_loss: 0.0310996 | Time: 1399.87 ms
[2022-04-24 11:58:40 main:574] : INFO : Epoch 1724 | loss: 0.0310391 | val_loss: 0.0310984 | Time: 1430.66 ms
[2022-04-24 11:58:42 main:574] : INFO : Epoch 1725 | loss: 0.0310367 | val_loss: 0.0311071 | Time: 1404.18 ms
[2022-04-24 11:58:43 main:574] : INFO : Epoch 1726 | loss: 0.0310384 | val_loss: 0.0311006 | Time: 1406.59 ms
[2022-04-24 11:58:45 main:574] : INFO : Epoch 1727 | loss: 0.0310323 | val_loss: 0.0311009 | Time: 1396.2 ms
[2022-04-24 11:58:46 main:574] : INFO : Epoch 1728 | loss: 0.0310358 | val_loss: 0.0311 | Time: 1468.26 ms
[2022-04-24 11:58:48 main:574] : INFO : Epoch 1729 | loss: 0.0310414 | val_loss: 0.0311138 | Time: 1444.62 ms
[2022-04-24 11:58:49 main:574] : INFO : Epoch 1730 | loss: 0.0310495 | val_loss: 0.0311014 | Time: 1421.34 ms
[2022-04-24 11:58:51 main:574] : INFO : Epoch 1731 | loss: 0.0310518 | val_loss: 0.0311023 | Time: 1415.98 ms
[2022-04-24 11:58:52 main:574] : INFO : Epoch 1732 | loss: 0.0310453 | val_loss: 0.031106 | Time: 1436.47 ms
[2022-04-24 11:58:53 main:574] : INFO : Epoch 1733 | loss: 0.0310402 | val_loss: 0.0310998 | Time: 1430.15 ms
[2022-04-24 11:58:55 main:574] : INFO : Epoch 1734 | loss: 0.0310419 | val_loss: 0.0311101 | Time: 1382.96 ms
[2022-04-24 11:58:56 main:574] : INFO : Epoch 1735 | loss: 0.0310541 | val_loss: 0.0310988 | Time: 1429.58 ms
[2022-04-24 11:58:58 main:574] : INFO : Epoch 1736 | loss: 0.0310521 | val_loss: 0.0311042 | Time: 1430.39 ms
[2022-04-24 11:58:59 main:574] : INFO : Epoch 1737 | loss: 0.031065 | val_loss: 0.031107 | Time: 1403.12 ms
[2022-04-24 11:59:00 main:574] : INFO : Epoch 1738 | loss: 0.0310633 | val_loss: 0.0311009 | Time: 1383.73 ms
[2022-04-24 11:59:02 main:574] : INFO : Epoch 1739 | loss: 0.0310554 | val_loss: 0.0311032 | Time: 1412.02 ms
[2022-04-24 11:59:03 main:574] : INFO : Epoch 1740 | loss: 0.0310554 | val_loss: 0.0311059 | Time: 1417.49 ms
[2022-04-24 11:59:05 main:574] : INFO : Epoch 1741 | loss: 0.0310517 | val_loss: 0.0311153 | Time: 1417.09 ms
[2022-04-24 11:59:06 main:574] : INFO : Epoch 1742 | loss: 0.0310611 | val_loss: 0.0311062 | Time: 1411.64 ms
[2022-04-24 11:59:08 main:574] : INFO : Epoch 1743 | loss: 0.0310559 | val_loss: 0.031101 | Time: 1414.35 ms
[2022-04-24 11:59:09 main:574] : INFO : Epoch 1744 | loss: 0.0310533 | val_loss: 0.0311138 | Time: 1404.97 ms
[2022-04-24 11:59:10 main:574] : INFO : Epoch 1745 | loss: 0.0310642 | val_loss: 0.0311113 | Time: 1409.2 ms
[2022-04-24 11:59:12 main:574] : INFO : Epoch 1746 | loss: 0.0310699 | val_loss: 0.0311216 | Time: 1383.83 ms
[2022-04-24 11:59:13 main:574] : INFO : Epoch 1747 | loss: 0.0310585 | val_loss: 0.0310988 | Time: 1408.31 ms
[2022-04-24 11:59:15 main:574] : INFO : Epoch 1748 | loss: 0.0310512 | val_loss: 0.0311016 | Time: 1416.09 ms
[2022-04-24 11:59:16 main:574] : INFO : Epoch 1749 | loss: 0.0310459 | val_loss: 0.031109 | Time: 1401.92 ms
[2022-04-24 11:59:18 main:574] : INFO : Epoch 1750 | loss: 0.0310404 | val_loss: 0.0311121 | Time: 1411.32 ms
[2022-04-24 11:59:19 main:574] : INFO : Epoch 1751 | loss: 0.031047 | val_loss: 0.0311062 | Time: 1424.33 ms
[2022-04-24 11:59:20 main:574] : INFO : Epoch 1752 | loss: 0.0310717 | val_loss: 0.0311081 | Time: 1416.76 ms
[2022-04-24 11:59:22 main:574] : INFO : Epoch 1753 | loss: 0.0310711 | val_loss: 0.0311041 | Time: 1444.15 ms
[2022-04-24 11:59:23 main:574] : INFO : Epoch 1754 | loss: 0.0310611 | val_loss: 0.0311059 | Time: 1431.92 ms
[2022-04-24 11:59:25 main:574] : INFO : Epoch 1755 | loss: 0.0310565 | val_loss: 0.0311069 | Time: 1405.11 ms
[2022-04-24 11:59:26 main:574] : INFO : Epoch 1756 | loss: 0.0310493 | val_loss: 0.0311184 | Time: 1419 ms
[2022-04-24 11:59:28 main:574] : INFO : Epoch 1757 | loss: 0.0310595 | val_loss: 0.0311064 | Time: 1447.01 ms
[2022-04-24 11:59:29 main:574] : INFO : Epoch 1758 | loss: 0.0310605 | val_loss: 0.0311168 | Time: 1399 ms
[2022-04-24 11:59:30 main:574] : INFO : Epoch 1759 | loss: 0.0310605 | val_loss: 0.03111 | Time: 1418.76 ms
[2022-04-24 11:59:32 main:574] : INFO : Epoch 1760 | loss: 0.0310558 | val_loss: 0.0311099 | Time: 1414.78 ms
[2022-04-24 11:59:33 main:574] : INFO : Epoch 1761 | loss: 0.0310524 | val_loss: 0.0311079 | Time: 1415.88 ms
[2022-04-24 11:59:35 main:574] : INFO : Epoch 1762 | loss: 0.0310525 | val_loss: 0.0311052 | Time: 1407.05 ms
[2022-04-24 11:59:36 main:574] : INFO : Epoch 1763 | loss: 0.0310472 | val_loss: 0.0311041 | Time: 1419.69 ms
[2022-04-24 11:59:38 main:574] : INFO : Epoch 1764 | loss: 0.0310477 | val_loss: 0.0311091 | Time: 1394.27 ms
[2022-04-24 11:59:39 main:574] : INFO : Epoch 1765 | loss: 0.0310509 | val_loss: 0.031111 | Time: 1413.85 ms
[2022-04-24 11:59:40 main:574] : INFO : Epoch 1766 | loss: 0.0310493 | val_loss: 0.0311072 | Time: 1425.56 ms
[2022-04-24 11:59:42 main:574] : INFO : Epoch 1767 | loss: 0.0310585 | val_loss: 0.0311094 | Time: 1429.53 ms
[2022-04-24 11:59:43 main:574] : INFO : Epoch 1768 | loss: 0.0310628 | val_loss: 0.031112 | Time: 1407.01 ms
[2022-04-24 11:59:45 main:574] : INFO : Epoch 1769 | loss: 0.0310643 | val_loss: 0.0311178 | Time: 1448.12 ms
[2022-04-24 11:59:46 main:574] : INFO : Epoch 1770 | loss: 0.0310616 | val_loss: 0.0311123 | Time: 1466.04 ms
[2022-04-24 11:59:48 main:574] : INFO : Epoch 1771 | loss: 0.0310558 | val_loss: 0.0311014 | Time: 1449.95 ms
[2022-04-24 11:59:49 main:574] : INFO : Epoch 1772 | loss: 0.0310549 | val_loss: 0.0311276 | Time: 1458.92 ms
[2022-04-24 11:59:51 main:574] : INFO : Epoch 1773 | loss: 0.0311054 | val_loss: 0.0311326 | Time: 1399.08 ms
[2022-04-24 11:59:52 main:574] : INFO : Epoch 1774 | loss: 0.0311094 | val_loss: 0.0311214 | Time: 1459.05 ms
[2022-04-24 11:59:53 main:574] : INFO : Epoch 1775 | loss: 0.0310952 | val_loss: 0.0311083 | Time: 1410.17 ms
[2022-04-24 11:59:55 main:574] : INFO : Epoch 1776 | loss: 0.0310825 | val_loss: 0.0311071 | Time: 1431.78 ms
[2022-04-24 11:59:56 main:574] : INFO : Epoch 1777 | loss: 0.0310731 | val_loss: 0.0311057 | Time: 1389.64 ms
[2022-04-24 11:59:58 main:574] : INFO : Epoch 1778 | loss: 0.031069 | val_loss: 0.031101 | Time: 1413.97 ms
[2022-04-24 11:59:59 main:574] : INFO : Epoch 1779 | loss: 0.0310847 | val_loss: 0.0311195 | Time: 1413.03 ms
[2022-04-24 12:00:01 main:574] : INFO : Epoch 1780 | loss: 0.0311008 | val_loss: 0.031115 | Time: 1413.5 ms
[2022-04-24 12:00:02 main:574] : INFO : Epoch 1781 | loss: 0.0310878 | val_loss: 0.0311133 | Time: 1401.58 ms
[2022-04-24 12:00:03 main:574] : INFO : Epoch 1782 | loss: 0.0310819 | val_loss: 0.0311083 | Time: 1420.83 ms
[2022-04-24 12:00:05 main:574] : INFO : Epoch 1783 | loss: 0.0310751 | val_loss: 0.0311037 | Time: 1398.51 ms
[2022-04-24 12:00:06 main:574] : INFO : Epoch 1784 | loss: 0.0310715 | val_loss: 0.0311001 | Time: 1441.85 ms
[2022-04-24 12:00:08 main:574] : INFO : Epoch 1785 | loss: 0.0310676 | val_loss: 0.0310993 | Time: 1400.63 ms
[2022-04-24 12:00:09 main:574] : INFO : Epoch 1786 | loss: 0.0310643 | val_loss: 0.0310965 | Time: 1355.83 ms
[2022-04-24 12:00:10 main:574] : INFO : Epoch 1787 | loss: 0.0310632 | val_loss: 0.0311009 | Time: 1382.2 ms
[2022-04-24 12:00:12 main:574] : INFO : Epoch 1788 | loss: 0.0310598 | val_loss: 0.0311014 | Time: 1407.6 ms
[2022-04-24 12:00:13 main:574] : INFO : Epoch 1789 | loss: 0.0310593 | val_loss: 0.031097 | Time: 1447.2 ms
[2022-04-24 12:00:15 main:574] : INFO : Epoch 1790 | loss: 0.0310607 | val_loss: 0.0311005 | Time: 1475.4 ms
[2022-04-24 12:00:16 main:574] : INFO : Epoch 1791 | loss: 0.0310661 | val_loss: 0.0311123 | Time: 1446.02 ms
[2022-04-24 12:00:18 main:574] : INFO : Epoch 1792 | loss: 0.0310643 | val_loss: 0.0311035 | Time: 1430.16 ms
[2022-04-24 12:00:19 main:574] : INFO : Epoch 1793 | loss: 0.0310616 | val_loss: 0.0311106 | Time: 1424.81 ms
[2022-04-24 12:00:21 main:574] : INFO : Epoch 1794 | loss: 0.0310604 | val_loss: 0.0311007 | Time: 1399.23 ms
[2022-04-24 12:00:22 main:574] : INFO : Epoch 1795 | loss: 0.0310563 | val_loss: 0.0311022 | Time: 1433.3 ms
[2022-04-24 12:00:23 main:574] : INFO : Epoch 1796 | loss: 0.0310573 | val_loss: 0.0311007 | Time: 1440.1 ms
[2022-04-24 12:00:25 main:574] : INFO : Epoch 1797 | loss: 0.031056 | val_loss: 0.0311074 | Time: 1397.89 ms
[2022-04-24 12:00:26 main:574] : INFO : Epoch 1798 | loss: 0.0310549 | val_loss: 0.031105 | Time: 1399.93 ms
[2022-04-24 12:00:28 main:574] : INFO : Epoch 1799 | loss: 0.0310576 | val_loss: 0.0311134 | Time: 1429.42 ms
[2022-04-24 12:00:29 main:574] : INFO : Epoch 1800 | loss: 0.0310787 | val_loss: 0.0311166 | Time: 1439.13 ms
[2022-04-24 12:00:31 main:574] : INFO : Epoch 1801 | loss: 0.0310828 | val_loss: 0.0311112 | Time: 1419.3 ms
[2022-04-24 12:00:32 main:574] : INFO : Epoch 1802 | loss: 0.031079 | val_loss: 0.0311279 | Time: 1385.32 ms
[2022-04-24 12:00:33 main:574] : INFO : Epoch 1803 | loss: 0.0312287 | val_loss: 0.0314493 | Time: 1410.91 ms
[2022-04-24 12:00:35 main:574] : INFO : Epoch 1804 | loss: 0.0313467 | val_loss: 0.0311941 | Time: 1432.44 ms
[2022-04-24 12:00:36 main:574] : INFO : Epoch 1805 | loss: 0.0311275 | val_loss: 0.0311673 | Time: 1417.21 ms
[2022-04-24 12:00:38 main:574] : INFO : Epoch 1806 | loss: 0.0310838 | val_loss: 0.0311063 | Time: 1381.79 ms
[2022-04-24 12:00:39 main:574] : INFO : Epoch 1807 | loss: 0.0310688 | val_loss: 0.0311072 | Time: 1402.25 ms
[2022-04-24 12:00:40 main:574] : INFO : Epoch 1808 | loss: 0.0310634 | val_loss: 0.0311029 | Time: 1389.12 ms
[2022-04-24 12:00:42 main:574] : INFO : Epoch 1809 | loss: 0.0310607 | val_loss: 0.0311036 | Time: 1414.7 ms
[2022-04-24 12:00:43 main:574] : INFO : Epoch 1810 | loss: 0.0310617 | val_loss: 0.0311028 | Time: 1398.95 ms
[2022-04-24 12:00:45 main:574] : INFO : Epoch 1811 | loss: 0.0310627 | val_loss: 0.0310996 | Time: 1419.32 ms
[2022-04-24 12:00:46 main:574] : INFO : Epoch 1812 | loss: 0.0310614 | val_loss: 0.0311041 | Time: 1481.18 ms
[2022-04-24 12:00:48 main:574] : INFO : Epoch 1813 | loss: 0.0310585 | val_loss: 0.031102 | Time: 1427.8 ms
[2022-04-24 12:00:49 main:574] : INFO : Epoch 1814 | loss: 0.0310583 | val_loss: 0.0311025 | Time: 1430.35 ms
[2022-04-24 12:00:50 main:574] : INFO : Epoch 1815 | loss: 0.0310592 | val_loss: 0.0311023 | Time: 1431.99 ms
[2022-04-24 12:00:52 main:574] : INFO : Epoch 1816 | loss: 0.0310587 | val_loss: 0.0311046 | Time: 1416.94 ms
[2022-04-24 12:00:53 main:574] : INFO : Epoch 1817 | loss: 0.0310561 | val_loss: 0.0311058 | Time: 1404.02 ms
[2022-04-24 12:00:55 main:574] : INFO : Epoch 1818 | loss: 0.0310571 | val_loss: 0.0311031 | Time: 1440.54 ms
[2022-04-24 12:00:56 main:574] : INFO : Epoch 1819 | loss: 0.0310548 | val_loss: 0.0311071 | Time: 1432.15 ms
[2022-04-24 12:00:58 main:574] : INFO : Epoch 1820 | loss: 0.0310521 | val_loss: 0.0311076 | Time: 1424.84 ms
[2022-04-24 12:00:59 main:574] : INFO : Epoch 1821 | loss: 0.0310518 | val_loss: 0.0311033 | Time: 1394.8 ms
[2022-04-24 12:01:01 main:574] : INFO : Epoch 1822 | loss: 0.0310516 | val_loss: 0.0311093 | Time: 1421.76 ms
[2022-04-24 12:01:02 main:574] : INFO : Epoch 1823 | loss: 0.0310563 | val_loss: 0.0311127 | Time: 1401.16 ms
[2022-04-24 12:01:03 main:574] : INFO : Epoch 1824 | loss: 0.0310548 | val_loss: 0.0311036 | Time: 1388.37 ms
[2022-04-24 12:01:05 main:574] : INFO : Epoch 1825 | loss: 0.0310548 | val_loss: 0.0311071 | Time: 1395.95 ms
[2022-04-24 12:01:06 main:574] : INFO : Epoch 1826 | loss: 0.0310549 | val_loss: 0.0311112 | Time: 1415.54 ms
[2022-04-24 12:01:08 main:574] : INFO : Epoch 1827 | loss: 0.0310526 | val_loss: 0.0311033 | Time: 1417.98 ms
[2022-04-24 12:01:09 main:574] : INFO : Epoch 1828 | loss: 0.0310499 | val_loss: 0.0311027 | Time: 1409.49 ms
[2022-04-24 12:01:10 main:574] : INFO : Epoch 1829 | loss: 0.0310468 | val_loss: 0.0311087 | Time: 1404.53 ms
[2022-04-24 12:01:12 main:574] : INFO : Epoch 1830 | loss: 0.0310481 | val_loss: 0.0310996 | Time: 1419.78 ms
[2022-04-24 12:01:13 main:574] : INFO : Epoch 1831 | loss: 0.0310441 | val_loss: 0.0311033 | Time: 1436.07 ms
[2022-04-24 12:01:15 main:574] : INFO : Epoch 1832 | loss: 0.0310469 | val_loss: 0.0311036 | Time: 1401.33 ms
[2022-04-24 12:01:16 main:574] : INFO : Epoch 1833 | loss: 0.0310537 | val_loss: 0.0311002 | Time: 1428.23 ms
[2022-04-24 12:01:18 main:574] : INFO : Epoch 1834 | loss: 0.0310532 | val_loss: 0.031102 | Time: 1392.78 ms
[2022-04-24 12:01:19 main:574] : INFO : Epoch 1835 | loss: 0.0310478 | val_loss: 0.0310986 | Time: 1385.95 ms
[2022-04-24 12:01:20 main:574] : INFO : Epoch 1836 | loss: 0.031044 | val_loss: 0.0311019 | Time: 1440.63 ms
[2022-04-24 12:01:22 main:574] : INFO : Epoch 1837 | loss: 0.0310474 | val_loss: 0.0310993 | Time: 1403.47 ms
[2022-04-24 12:01:23 main:574] : INFO : Epoch 1838 | loss: 0.0310463 | val_loss: 0.0311026 | Time: 1429.84 ms
[2022-04-24 12:01:25 main:574] : INFO : Epoch 1839 | loss: 0.0310472 | val_loss: 0.0311061 | Time: 1409.54 ms
[2022-04-24 12:01:26 main:574] : INFO : Epoch 1840 | loss: 0.0310467 | val_loss: 0.0311024 | Time: 1394.36 ms
[2022-04-24 12:01:28 main:574] : INFO : Epoch 1841 | loss: 0.031045 | val_loss: 0.0311149 | Time: 1414.34 ms
[2022-04-24 12:01:29 main:574] : INFO : Epoch 1842 | loss: 0.0310449 | val_loss: 0.0311009 | Time: 1420.56 ms
[2022-04-24 12:01:30 main:574] : INFO : Epoch 1843 | loss: 0.0310434 | val_loss: 0.0311009 | Time: 1418.85 ms
[2022-04-24 12:01:32 main:574] : INFO : Epoch 1844 | loss: 0.031044 | val_loss: 0.0311082 | Time: 1437.8 ms
[2022-04-24 12:01:33 main:574] : INFO : Epoch 1845 | loss: 0.0310444 | val_loss: 0.0311055 | Time: 1421.3 ms
[2022-04-24 12:01:35 main:574] : INFO : Epoch 1846 | loss: 0.031044 | val_loss: 0.0311168 | Time: 1437.04 ms
[2022-04-24 12:01:36 main:574] : INFO : Epoch 1847 | loss: 0.0310428 | val_loss: 0.0311019 | Time: 1432.04 ms
[2022-04-24 12:01:38 main:574] : INFO : Epoch 1848 | loss: 0.0310432 | val_loss: 0.0311155 | Time: 1394.92 ms
[2022-04-24 12:01:39 main:574] : INFO : Epoch 1849 | loss: 0.031041 | val_loss: 0.0311036 | Time: 1415.58 ms
[2022-04-24 12:01:40 main:574] : INFO : Epoch 1850 | loss: 0.0310402 | val_loss: 0.0310985 | Time: 1402.81 ms
[2022-04-24 12:01:42 main:574] : INFO : Epoch 1851 | loss: 0.0310395 | val_loss: 0.0311083 | Time: 1427.73 ms
[2022-04-24 12:01:43 main:574] : INFO : Epoch 1852 | loss: 0.0310381 | val_loss: 0.0311012 | Time: 1424.08 ms
[2022-04-24 12:01:45 main:574] : INFO : Epoch 1853 | loss: 0.0310387 | val_loss: 0.03111 | Time: 1416.84 ms
[2022-04-24 12:01:46 main:574] : INFO : Epoch 1854 | loss: 0.0310391 | val_loss: 0.0311152 | Time: 1491.19 ms
[2022-04-24 12:01:48 main:574] : INFO : Epoch 1855 | loss: 0.0310392 | val_loss: 0.0311087 | Time: 1432.57 ms
[2022-04-24 12:01:49 main:574] : INFO : Epoch 1856 | loss: 0.0310408 | val_loss: 0.0311019 | Time: 1407.55 ms
[2022-04-24 12:01:51 main:574] : INFO : Epoch 1857 | loss: 0.0310396 | val_loss: 0.031111 | Time: 1406.93 ms
[2022-04-24 12:01:52 main:574] : INFO : Epoch 1858 | loss: 0.0310454 | val_loss: 0.0311085 | Time: 1420.5 ms
[2022-04-24 12:01:53 main:574] : INFO : Epoch 1859 | loss: 0.0310426 | val_loss: 0.0311031 | Time: 1428.8 ms
[2022-04-24 12:01:55 main:574] : INFO : Epoch 1860 | loss: 0.031045 | val_loss: 0.0311034 | Time: 1438.41 ms
[2022-04-24 12:01:56 main:574] : INFO : Epoch 1861 | loss: 0.0310523 | val_loss: 0.0311002 | Time: 1402.05 ms
[2022-04-24 12:01:58 main:574] : INFO : Epoch 1862 | loss: 0.0310497 | val_loss: 0.0311083 | Time: 1414.13 ms
[2022-04-24 12:01:59 main:574] : INFO : Epoch 1863 | loss: 0.0310483 | val_loss: 0.0311097 | Time: 1455.67 ms
[2022-04-24 12:02:01 main:574] : INFO : Epoch 1864 | loss: 0.0310508 | val_loss: 0.0311019 | Time: 1426.32 ms
[2022-04-24 12:02:02 main:574] : INFO : Epoch 1865 | loss: 0.031049 | val_loss: 0.0311104 | Time: 1410.54 ms
[2022-04-24 12:02:03 main:574] : INFO : Epoch 1866 | loss: 0.0310449 | val_loss: 0.0311009 | Time: 1414.71 ms
[2022-04-24 12:02:05 main:574] : INFO : Epoch 1867 | loss: 0.0310408 | val_loss: 0.0311012 | Time: 1404.76 ms
[2022-04-24 12:02:06 main:574] : INFO : Epoch 1868 | loss: 0.0310404 | val_loss: 0.0311052 | Time: 1421.05 ms
[2022-04-24 12:02:08 main:574] : INFO : Epoch 1869 | loss: 0.0310391 | val_loss: 0.0311059 | Time: 1408.03 ms
[2022-04-24 12:02:09 main:574] : INFO : Epoch 1870 | loss: 0.0310415 | val_loss: 0.0311016 | Time: 1406.15 ms
[2022-04-24 12:02:11 main:574] : INFO : Epoch 1871 | loss: 0.0310459 | val_loss: 0.0311065 | Time: 1437.83 ms
[2022-04-24 12:02:12 main:574] : INFO : Epoch 1872 | loss: 0.0310397 | val_loss: 0.0311035 | Time: 1447.29 ms
[2022-04-24 12:02:14 main:574] : INFO : Epoch 1873 | loss: 0.0310368 | val_loss: 0.0311049 | Time: 1423.66 ms
[2022-04-24 12:02:15 main:574] : INFO : Epoch 1874 | loss: 0.0310371 | val_loss: 0.0311008 | Time: 1403.34 ms
[2022-04-24 12:02:16 main:574] : INFO : Epoch 1875 | loss: 0.0310389 | val_loss: 0.0311014 | Time: 1413.47 ms
[2022-04-24 12:02:18 main:574] : INFO : Epoch 1876 | loss: 0.0310347 | val_loss: 0.0311039 | Time: 1419.59 ms
[2022-04-24 12:02:19 main:574] : INFO : Epoch 1877 | loss: 0.0310353 | val_loss: 0.0311039 | Time: 1409.83 ms
[2022-04-24 12:02:21 main:574] : INFO : Epoch 1878 | loss: 0.0310349 | val_loss: 0.0311074 | Time: 1410.47 ms
[2022-04-24 12:02:22 main:574] : INFO : Epoch 1879 | loss: 0.0310451 | val_loss: 0.0311121 | Time: 1393.69 ms
[2022-04-24 12:02:23 main:574] : INFO : Epoch 1880 | loss: 0.0310452 | val_loss: 0.031109 | Time: 1392.2 ms
[2022-04-24 12:02:25 main:574] : INFO : Epoch 1881 | loss: 0.0310394 | val_loss: 0.0311059 | Time: 1386.71 ms
[2022-04-24 12:02:26 main:574] : INFO : Epoch 1882 | loss: 0.0310393 | val_loss: 0.0311003 | Time: 1415.94 ms
[2022-04-24 12:02:28 main:574] : INFO : Epoch 1883 | loss: 0.0310386 | val_loss: 0.0311002 | Time: 1416.16 ms
[2022-04-24 12:02:29 main:574] : INFO : Epoch 1884 | loss: 0.031045 | val_loss: 0.0311052 | Time: 1414.71 ms
[2022-04-24 12:02:31 main:574] : INFO : Epoch 1885 | loss: 0.0310667 | val_loss: 0.0311076 | Time: 1410.7 ms
[2022-04-24 12:02:32 main:574] : INFO : Epoch 1886 | loss: 0.0310647 | val_loss: 0.0311017 | Time: 1423.09 ms
[2022-04-24 12:02:33 main:574] : INFO : Epoch 1887 | loss: 0.0310564 | val_loss: 0.031103 | Time: 1461.86 ms
[2022-04-24 12:02:35 main:574] : INFO : Epoch 1888 | loss: 0.0310526 | val_loss: 0.0310987 | Time: 1429.98 ms
[2022-04-24 12:02:36 main:574] : INFO : Epoch 1889 | loss: 0.0310495 | val_loss: 0.0310979 | Time: 1400.59 ms
[2022-04-24 12:02:38 main:574] : INFO : Epoch 1890 | loss: 0.0310457 | val_loss: 0.0311013 | Time: 1442.13 ms
[2022-04-24 12:02:39 main:574] : INFO : Epoch 1891 | loss: 0.0310498 | val_loss: 0.0311059 | Time: 1440.4 ms
[2022-04-24 12:02:41 main:574] : INFO : Epoch 1892 | loss: 0.0310455 | val_loss: 0.0311028 | Time: 1423.8 ms
[2022-04-24 12:02:42 main:574] : INFO : Epoch 1893 | loss: 0.0310453 | val_loss: 0.0311003 | Time: 1384.34 ms
[2022-04-24 12:02:43 main:574] : INFO : Epoch 1894 | loss: 0.0310461 | val_loss: 0.031098 | Time: 1408.67 ms
[2022-04-24 12:02:45 main:574] : INFO : Epoch 1895 | loss: 0.0310435 | val_loss: 0.0311037 | Time: 1410.22 ms
[2022-04-24 12:02:46 main:574] : INFO : Epoch 1896 | loss: 0.0310415 | val_loss: 0.0311063 | Time: 1462.07 ms
[2022-04-24 12:02:48 main:574] : INFO : Epoch 1897 | loss: 0.0310467 | val_loss: 0.031117 | Time: 1409.23 ms
[2022-04-24 12:02:49 main:574] : INFO : Epoch 1898 | loss: 0.0310616 | val_loss: 0.0310959 | Time: 1424.38 ms
[2022-04-24 12:02:51 main:574] : INFO : Epoch 1899 | loss: 0.0310424 | val_loss: 0.0310957 | Time: 1487.47 ms
[2022-04-24 12:02:52 main:574] : INFO : Epoch 1900 | loss: 0.0310404 | val_loss: 0.0311021 | Time: 1464.62 ms
[2022-04-24 12:02:54 main:574] : INFO : Epoch 1901 | loss: 0.0310436 | val_loss: 0.0310975 | Time: 1405.66 ms
[2022-04-24 12:02:55 main:574] : INFO : Epoch 1902 | loss: 0.0310417 | val_loss: 0.0310986 | Time: 1398.61 ms
[2022-04-24 12:02:56 main:574] : INFO : Epoch 1903 | loss: 0.0310393 | val_loss: 0.0311045 | Time: 1390.14 ms
[2022-04-24 12:02:58 main:574] : INFO : Epoch 1904 | loss: 0.0310427 | val_loss: 0.0310967 | Time: 1408.44 ms
[2022-04-24 12:02:59 main:574] : INFO : Epoch 1905 | loss: 0.0310369 | val_loss: 0.0310943 | Time: 1424.12 ms
[2022-04-24 12:03:01 main:574] : INFO : Epoch 1906 | loss: 0.0310385 | val_loss: 0.0311007 | Time: 1389.52 ms
[2022-04-24 12:03:02 main:574] : INFO : Epoch 1907 | loss: 0.031036 | val_loss: 0.0311053 | Time: 1411.71 ms
[2022-04-24 12:03:04 main:574] : INFO : Epoch 1908 | loss: 0.0310326 | val_loss: 0.0311013 | Time: 1414.02 ms
[2022-04-24 12:03:05 main:574] : INFO : Epoch 1909 | loss: 0.0310345 | val_loss: 0.0310954 | Time: 1431.12 ms
[2022-04-24 12:03:06 main:574] : INFO : Epoch 1910 | loss: 0.0310363 | val_loss: 0.0310946 | Time: 1396.75 ms
[2022-04-24 12:03:08 main:574] : INFO : Epoch 1911 | loss: 0.0310477 | val_loss: 0.031103 | Time: 1462.54 ms
[2022-04-24 12:03:09 main:574] : INFO : Epoch 1912 | loss: 0.0310515 | val_loss: 0.0310961 | Time: 1387.93 ms
[2022-04-24 12:03:11 main:574] : INFO : Epoch 1913 | loss: 0.0310412 | val_loss: 0.0310967 | Time: 1408.94 ms
[2022-04-24 12:03:12 main:574] : INFO : Epoch 1914 | loss: 0.0310408 | val_loss: 0.0311044 | Time: 1392.28 ms
[2022-04-24 12:03:13 main:574] : INFO : Epoch 1915 | loss: 0.0310358 | val_loss: 0.0311044 | Time: 1391.53 ms
[2022-04-24 12:03:15 main:574] : INFO : Epoch 1916 | loss: 0.0310343 | val_loss: 0.031103 | Time: 1440.99 ms
[2022-04-24 12:03:16 main:574] : INFO : Epoch 1917 | loss: 0.0310338 | val_loss: 0.0310936 | Time: 1397.52 ms
[2022-04-24 12:03:18 main:574] : INFO : Epoch 1918 | loss: 0.0310401 | val_loss: 0.0311054 | Time: 1429.1 ms
[2022-04-24 12:03:19 main:574] : INFO : Epoch 1919 | loss: 0.0310366 | val_loss: 0.0310916 | Time: 1414.71 ms
[2022-04-24 12:03:21 main:574] : INFO : Epoch 1920 | loss: 0.0310371 | val_loss: 0.0311 | Time: 1398.78 ms
[2022-04-24 12:03:22 main:574] : INFO : Epoch 1921 | loss: 0.0310452 | val_loss: 0.0311077 | Time: 1421.4 ms
[2022-04-24 12:03:24 main:574] : INFO : Epoch 1922 | loss: 0.0310425 | val_loss: 0.031102 | Time: 1416.59 ms
[2022-04-24 12:03:25 main:574] : INFO : Epoch 1923 | loss: 0.0310461 | val_loss: 0.0310982 | Time: 1413.49 ms
[2022-04-24 12:03:26 main:574] : INFO : Epoch 1924 | loss: 0.0310457 | val_loss: 0.0311007 | Time: 1425.75 ms
[2022-04-24 12:03:28 main:574] : INFO : Epoch 1925 | loss: 0.0310438 | val_loss: 0.0311035 | Time: 1412.43 ms
[2022-04-24 12:03:29 main:574] : INFO : Epoch 1926 | loss: 0.0310405 | val_loss: 0.0311011 | Time: 1412.01 ms
[2022-04-24 12:03:31 main:574] : INFO : Epoch 1927 | loss: 0.031039 | val_loss: 0.0311052 | Time: 1408.64 ms
[2022-04-24 12:03:32 main:574] : INFO : Epoch 1928 | loss: 0.0310404 | val_loss: 0.03111 | Time: 1419.74 ms
[2022-04-24 12:03:33 main:574] : INFO : Epoch 1929 | loss: 0.0310405 | val_loss: 0.031102 | Time: 1382.35 ms
[2022-04-24 12:03:35 main:574] : INFO : Epoch 1930 | loss: 0.0310408 | val_loss: 0.0311009 | Time: 1438.66 ms
[2022-04-24 12:03:36 main:574] : INFO : Epoch 1931 | loss: 0.0310473 | val_loss: 0.0311044 | Time: 1414.49 ms
[2022-04-24 12:03:38 main:574] : INFO : Epoch 1932 | loss: 0.0310439 | val_loss: 0.0311025 | Time: 1411.02 ms
[2022-04-24 12:03:39 main:574] : INFO : Epoch 1933 | loss: 0.0310408 | val_loss: 0.0310976 | Time: 1419.71 ms
[2022-04-24 12:03:41 main:574] : INFO : Epoch 1934 | loss: 0.031041 | val_loss: 0.0310916 | Time: 1400.51 ms
[2022-04-24 12:03:42 main:574] : INFO : Epoch 1935 | loss: 0.0310368 | val_loss: 0.0310981 | Time: 1410.97 ms
[2022-04-24 12:03:43 main:574] : INFO : Epoch 1936 | loss: 0.0310373 | val_loss: 0.0310974 | Time: 1397.54 ms
[2022-04-24 12:03:45 main:574] : INFO : Epoch 1937 | loss: 0.0310379 | val_loss: 0.0311003 | Time: 1398.53 ms
[2022-04-24 12:03:46 main:574] : INFO : Epoch 1938 | loss: 0.0310381 | val_loss: 0.031094 | Time: 1463.81 ms
[2022-04-24 12:03:48 main:574] : INFO : Epoch 1939 | loss: 0.0310335 | val_loss: 0.0310926 | Time: 1426.56 ms
[2022-04-24 12:03:49 main:574] : INFO : Epoch 1940 | loss: 0.0310331 | val_loss: 0.0311004 | Time: 1411.25 ms
[2022-04-24 12:03:51 main:574] : INFO : Epoch 1941 | loss: 0.0310365 | val_loss: 0.0310931 | Time: 1443.97 ms
[2022-04-24 12:03:52 main:574] : INFO : Epoch 1942 | loss: 0.0310376 | val_loss: 0.0310953 | Time: 1389.87 ms
[2022-04-24 12:03:53 main:574] : INFO : Epoch 1943 | loss: 0.0310362 | val_loss: 0.0310952 | Time: 1415.56 ms
[2022-04-24 12:03:55 main:574] : INFO : Epoch 1944 | loss: 0.0310362 | val_loss: 0.0310907 | Time: 1439.57 ms
[2022-04-24 12:03:56 main:574] : INFO : Epoch 1945 | loss: 0.0310335 | val_loss: 0.0310943 | Time: 1402.98 ms
[2022-04-24 12:03:58 main:574] : INFO : Epoch 1946 | loss: 0.0310334 | val_loss: 0.031103 | Time: 1424.42 ms
[2022-04-24 12:03:59 main:574] : INFO : Epoch 1947 | loss: 0.0310333 | val_loss: 0.0310965 | Time: 1442.6 ms
[2022-04-24 12:04:01 main:574] : INFO : Epoch 1948 | loss: 0.031033 | val_loss: 0.0310997 | Time: 1396.42 ms
[2022-04-24 12:04:02 main:574] : INFO : Epoch 1949 | loss: 0.0310341 | val_loss: 0.0310975 | Time: 1396.84 ms
[2022-04-24 12:04:03 main:574] : INFO : Epoch 1950 | loss: 0.0310336 | val_loss: 0.0310962 | Time: 1424.32 ms
[2022-04-24 12:04:05 main:574] : INFO : Epoch 1951 | loss: 0.0310312 | val_loss: 0.0310971 | Time: 1409.65 ms
[2022-04-24 12:04:06 main:574] : INFO : Epoch 1952 | loss: 0.0310325 | val_loss: 0.0311045 | Time: 1400.39 ms
[2022-04-24 12:04:08 main:574] : INFO : Epoch 1953 | loss: 0.0310373 | val_loss: 0.0311034 | Time: 1430.9 ms
[2022-04-24 12:04:09 main:574] : INFO : Epoch 1954 | loss: 0.0310341 | val_loss: 0.0310928 | Time: 1385.42 ms
[2022-04-24 12:04:11 main:574] : INFO : Epoch 1955 | loss: 0.031032 | val_loss: 0.0310925 | Time: 1387.72 ms
[2022-04-24 12:04:12 main:574] : INFO : Epoch 1956 | loss: 0.0310343 | val_loss: 0.0310964 | Time: 1409.41 ms
[2022-04-24 12:04:13 main:574] : INFO : Epoch 1957 | loss: 0.0310306 | val_loss: 0.0310889 | Time: 1413.05 ms
[2022-04-24 12:04:15 main:574] : INFO : Epoch 1958 | loss: 0.0310306 | val_loss: 0.0310902 | Time: 1417.39 ms
[2022-04-24 12:04:16 main:574] : INFO : Epoch 1959 | loss: 0.0310325 | val_loss: 0.0310924 | Time: 1399.12 ms
[2022-04-24 12:04:18 main:574] : INFO : Epoch 1960 | loss: 0.0310294 | val_loss: 0.0310939 | Time: 1427.6 ms
[2022-04-24 12:04:19 main:574] : INFO : Epoch 1961 | loss: 0.0310278 | val_loss: 0.0310908 | Time: 1421.76 ms
[2022-04-24 12:04:20 main:574] : INFO : Epoch 1962 | loss: 0.0310288 | val_loss: 0.0310964 | Time: 1408.04 ms
[2022-04-24 12:04:22 main:574] : INFO : Epoch 1963 | loss: 0.0310303 | val_loss: 0.0310912 | Time: 1407.56 ms
[2022-04-24 12:04:23 main:574] : INFO : Epoch 1964 | loss: 0.0310437 | val_loss: 0.0310949 | Time: 1449.5 ms
[2022-04-24 12:04:25 main:574] : INFO : Epoch 1965 | loss: 0.0310448 | val_loss: 0.0310952 | Time: 1376.9 ms
[2022-04-24 12:04:26 main:574] : INFO : Epoch 1966 | loss: 0.0310647 | val_loss: 0.0310983 | Time: 1420.16 ms
[2022-04-24 12:04:28 main:574] : INFO : Epoch 1967 | loss: 0.0310614 | val_loss: 0.0310893 | Time: 1419.28 ms
[2022-04-24 12:04:29 main:574] : INFO : Epoch 1968 | loss: 0.0310526 | val_loss: 0.0310861 | Time: 1450.75 ms
[2022-04-24 12:04:31 main:574] : INFO : Epoch 1969 | loss: 0.031048 | val_loss: 0.0310968 | Time: 1387.08 ms
[2022-04-24 12:04:32 main:574] : INFO : Epoch 1970 | loss: 0.0310479 | val_loss: 0.0310924 | Time: 1419.28 ms
[2022-04-24 12:04:33 main:574] : INFO : Epoch 1971 | loss: 0.031045 | val_loss: 0.0310979 | Time: 1426.54 ms
[2022-04-24 12:04:35 main:574] : INFO : Epoch 1972 | loss: 0.0310509 | val_loss: 0.0310995 | Time: 1394.4 ms
[2022-04-24 12:04:36 main:574] : INFO : Epoch 1973 | loss: 0.0310465 | val_loss: 0.0310932 | Time: 1405.06 ms
[2022-04-24 12:04:38 main:574] : INFO : Epoch 1974 | loss: 0.0310407 | val_loss: 0.0311092 | Time: 1410.12 ms
[2022-04-24 12:04:39 main:574] : INFO : Epoch 1975 | loss: 0.031042 | val_loss: 0.0310946 | Time: 1428.5 ms
[2022-04-24 12:04:40 main:574] : INFO : Epoch 1976 | loss: 0.0310362 | val_loss: 0.0310909 | Time: 1405.62 ms
[2022-04-24 12:04:42 main:574] : INFO : Epoch 1977 | loss: 0.0310339 | val_loss: 0.0310997 | Time: 1444.17 ms
[2022-04-24 12:04:43 main:574] : INFO : Epoch 1978 | loss: 0.0310333 | val_loss: 0.0310957 | Time: 1425.81 ms
[2022-04-24 12:04:45 main:574] : INFO : Epoch 1979 | loss: 0.031033 | val_loss: 0.0311038 | Time: 1403.36 ms
[2022-04-24 12:04:46 main:574] : INFO : Epoch 1980 | loss: 0.0310327 | val_loss: 0.0311002 | Time: 1463.72 ms
[2022-04-24 12:04:48 main:574] : INFO : Epoch 1981 | loss: 0.0310318 | val_loss: 0.0311004 | Time: 1453.77 ms
[2022-04-24 12:04:49 main:574] : INFO : Epoch 1982 | loss: 0.0310316 | val_loss: 0.0310978 | Time: 1412.47 ms
[2022-04-24 12:04:51 main:574] : INFO : Epoch 1983 | loss: 0.0310309 | val_loss: 0.0310951 | Time: 1405.31 ms
[2022-04-24 12:04:52 main:574] : INFO : Epoch 1984 | loss: 0.0310327 | val_loss: 0.0310961 | Time: 1429.2 ms
[2022-04-24 12:04:53 main:574] : INFO : Epoch 1985 | loss: 0.0310422 | val_loss: 0.0311052 | Time: 1390.07 ms
[2022-04-24 12:04:55 main:574] : INFO : Epoch 1986 | loss: 0.0310382 | val_loss: 0.0310957 | Time: 1453.65 ms
[2022-04-24 12:04:56 main:574] : INFO : Epoch 1987 | loss: 0.0310348 | val_loss: 0.0310936 | Time: 1428.38 ms
[2022-04-24 12:04:58 main:574] : INFO : Epoch 1988 | loss: 0.0310346 | val_loss: 0.0310885 | Time: 1399.7 ms
[2022-04-24 12:04:59 main:574] : INFO : Epoch 1989 | loss: 0.0310372 | val_loss: 0.0310965 | Time: 1433.45 ms
[2022-04-24 12:05:01 main:574] : INFO : Epoch 1990 | loss: 0.0310428 | val_loss: 0.031106 | Time: 1440.21 ms
[2022-04-24 12:05:02 main:574] : INFO : Epoch 1991 | loss: 0.0310441 | val_loss: 0.0310949 | Time: 1424 ms
[2022-04-24 12:05:03 main:574] : INFO : Epoch 1992 | loss: 0.0310403 | val_loss: 0.0310969 | Time: 1394.77 ms
[2022-04-24 12:05:05 main:574] : INFO : Epoch 1993 | loss: 0.031041 | val_loss: 0.0310951 | Time: 1410.34 ms
[2022-04-24 12:05:06 main:574] : INFO : Epoch 1994 | loss: 0.0310442 | val_loss: 0.0310989 | Time: 1421.83 ms
[2022-04-24 12:05:08 main:574] : INFO : Epoch 1995 | loss: 0.0310441 | val_loss: 0.0311057 | Time: 1432.78 ms
[2022-04-24 12:05:09 main:574] : INFO : Epoch 1996 | loss: 0.0310418 | val_loss: 0.0311013 | Time: 1422.83 ms
[2022-04-24 12:05:11 main:574] : INFO : Epoch 1997 | loss: 0.0310384 | val_loss: 0.0310991 | Time: 1430.74 ms
[2022-04-24 12:05:12 main:574] : INFO : Epoch 1998 | loss: 0.031038 | val_loss: 0.0311058 | Time: 1446.39 ms
[2022-04-24 12:05:13 main:574] : INFO : Epoch 1999 | loss: 0.0310372 | val_loss: 0.0311048 | Time: 1415.34 ms
[2022-04-24 12:05:15 main:574] : INFO : Epoch 2000 | loss: 0.0310321 | val_loss: 0.0311053 | Time: 1457.91 ms
[2022-04-24 12:05:16 main:574] : INFO : Epoch 2001 | loss: 0.0310313 | val_loss: 0.031099 | Time: 1390.1 ms
[2022-04-24 12:05:18 main:574] : INFO : Epoch 2002 | loss: 0.0310353 | val_loss: 0.0311025 | Time: 1429.95 ms
[2022-04-24 12:05:19 main:574] : INFO : Epoch 2003 | loss: 0.0310399 | val_loss: 0.0310997 | Time: 1416.4 ms
[2022-04-24 12:05:21 main:574] : INFO : Epoch 2004 | loss: 0.0310461 | val_loss: 0.0310956 | Time: 1403.3 ms
[2022-04-24 12:05:22 main:574] : INFO : Epoch 2005 | loss: 0.0310468 | val_loss: 0.0311088 | Time: 1378.91 ms
[2022-04-24 12:05:23 main:574] : INFO : Epoch 2006 | loss: 0.0310916 | val_loss: 0.0311392 | Time: 1430.78 ms
[2022-04-24 12:05:25 main:574] : INFO : Epoch 2007 | loss: 0.0310938 | val_loss: 0.0311147 | Time: 1416.81 ms
[2022-04-24 12:05:26 main:574] : INFO : Epoch 2008 | loss: 0.0310671 | val_loss: 0.0311016 | Time: 1438.98 ms
[2022-04-24 12:05:28 main:574] : INFO : Epoch 2009 | loss: 0.0310587 | val_loss: 0.0310995 | Time: 1439.34 ms
[2022-04-24 12:05:29 main:574] : INFO : Epoch 2010 | loss: 0.0310576 | val_loss: 0.0310997 | Time: 1430.88 ms
[2022-04-24 12:05:31 main:574] : INFO : Epoch 2011 | loss: 0.0310535 | val_loss: 0.0311012 | Time: 1438.69 ms
[2022-04-24 12:05:32 main:574] : INFO : Epoch 2012 | loss: 0.03105 | val_loss: 0.0310948 | Time: 1386.28 ms
[2022-04-24 12:05:34 main:574] : INFO : Epoch 2013 | loss: 0.0310482 | val_loss: 0.0311023 | Time: 1429.55 ms
[2022-04-24 12:05:35 main:574] : INFO : Epoch 2014 | loss: 0.0310462 | val_loss: 0.0311014 | Time: 1410.37 ms
[2022-04-24 12:05:36 main:574] : INFO : Epoch 2015 | loss: 0.0310536 | val_loss: 0.0311022 | Time: 1384.43 ms
[2022-04-24 12:05:38 main:574] : INFO : Epoch 2016 | loss: 0.0310474 | val_loss: 0.0311088 | Time: 1448.01 ms
[2022-04-24 12:05:39 main:574] : INFO : Epoch 2017 | loss: 0.031048 | val_loss: 0.0311041 | Time: 1450.8 ms
[2022-04-24 12:05:41 main:574] : INFO : Epoch 2018 | loss: 0.0310453 | val_loss: 0.0310961 | Time: 1418.72 ms
[2022-04-24 12:05:42 main:574] : INFO : Epoch 2019 | loss: 0.0310439 | val_loss: 0.031096 | Time: 1414.81 ms
[2022-04-24 12:05:44 main:574] : INFO : Epoch 2020 | loss: 0.0310416 | val_loss: 0.0310974 | Time: 1403.13 ms
[2022-04-24 12:05:45 main:574] : INFO : Epoch 2021 | loss: 0.0310403 | val_loss: 0.0311007 | Time: 1421.86 ms
[2022-04-24 12:05:46 main:574] : INFO : Epoch 2022 | loss: 0.0310425 | val_loss: 0.0311045 | Time: 1452.85 ms
[2022-04-24 12:05:48 main:574] : INFO : Epoch 2023 | loss: 0.0310478 | val_loss: 0.0311074 | Time: 1427.9 ms
[2022-04-24 12:05:49 main:574] : INFO : Epoch 2024 | loss: 0.0310555 | val_loss: 0.0310949 | Time: 1425.09 ms
[2022-04-24 12:05:51 main:574] : INFO : Epoch 2025 | loss: 0.0310513 | val_loss: 0.0311035 | Time: 1446.96 ms
[2022-04-24 12:05:52 main:574] : INFO : Epoch 2026 | loss: 0.0310449 | val_loss: 0.0310996 | Time: 1448.71 ms
[2022-04-24 12:05:54 main:574] : INFO : Epoch 2027 | loss: 0.0310437 | val_loss: 0.0310994 | Time: 1410.22 ms
[2022-04-24 12:05:55 main:574] : INFO : Epoch 2028 | loss: 0.0310371 | val_loss: 0.0311059 | Time: 1461.21 ms
[2022-04-24 12:05:57 main:574] : INFO : Epoch 2029 | loss: 0.0310391 | val_loss: 0.0311055 | Time: 1411.59 ms
[2022-04-24 12:05:58 main:574] : INFO : Epoch 2030 | loss: 0.0310402 | val_loss: 0.0311137 | Time: 1428.02 ms
[2022-04-24 12:05:59 main:574] : INFO : Epoch 2031 | loss: 0.0310386 | val_loss: 0.0311086 | Time: 1419.29 ms
[2022-04-24 12:06:01 main:574] : INFO : Epoch 2032 | loss: 0.0310394 | val_loss: 0.0310983 | Time: 1421.27 ms
[2022-04-24 12:06:02 main:574] : INFO : Epoch 2033 | loss: 0.0310415 | val_loss: 0.0311008 | Time: 1395.45 ms
[2022-04-24 12:06:04 main:574] : INFO : Epoch 2034 | loss: 0.0310476 | val_loss: 0.0311031 | Time: 1409.3 ms
[2022-04-24 12:06:05 main:574] : INFO : Epoch 2035 | loss: 0.0310437 | val_loss: 0.0310956 | Time: 1414.61 ms
[2022-04-24 12:06:07 main:574] : INFO : Epoch 2036 | loss: 0.0310427 | val_loss: 0.0310979 | Time: 1430.14 ms
[2022-04-24 12:06:08 main:574] : INFO : Epoch 2037 | loss: 0.0310381 | val_loss: 0.0310974 | Time: 1402.77 ms
[2022-04-24 12:06:09 main:574] : INFO : Epoch 2038 | loss: 0.0310481 | val_loss: 0.0310914 | Time: 1439.29 ms
[2022-04-24 12:06:11 main:574] : INFO : Epoch 2039 | loss: 0.0310388 | val_loss: 0.0310934 | Time: 1391.12 ms
[2022-04-24 12:06:12 main:574] : INFO : Epoch 2040 | loss: 0.0310356 | val_loss: 0.0310917 | Time: 1410.37 ms
[2022-04-24 12:06:14 main:574] : INFO : Epoch 2041 | loss: 0.0310366 | val_loss: 0.0311026 | Time: 1401.2 ms
[2022-04-24 12:06:15 main:574] : INFO : Epoch 2042 | loss: 0.0310671 | val_loss: 0.0311141 | Time: 1387.12 ms
[2022-04-24 12:06:16 main:574] : INFO : Epoch 2043 | loss: 0.0311047 | val_loss: 0.0311326 | Time: 1385.72 ms
[2022-04-24 12:06:18 main:574] : INFO : Epoch 2044 | loss: 0.0311062 | val_loss: 0.0311172 | Time: 1393.45 ms
[2022-04-24 12:06:19 main:574] : INFO : Epoch 2045 | loss: 0.0310833 | val_loss: 0.0311069 | Time: 1464.27 ms
[2022-04-24 12:06:21 main:574] : INFO : Epoch 2046 | loss: 0.0310668 | val_loss: 0.0311119 | Time: 1404.9 ms
[2022-04-24 12:06:22 main:574] : INFO : Epoch 2047 | loss: 0.0310697 | val_loss: 0.0311039 | Time: 1415.99 ms
[2022-04-24 12:06:24 main:574] : INFO : Epoch 2048 | loss: 0.0310649 | val_loss: 0.0311027 | Time: 1464.9 ms
[2022-04-24 12:06:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311027
[2022-04-24 12:06:24 main:603] : INFO : Saving end state to config to file
[2022-04-24 12:06:24 main:608] : INFO : Success, exiting..
12:06:24 (63796): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)