Task 14597497
| Name | ParityModified-1647046127-15015-3-0_0 |
| Workunit | 11618515 |
| Created | 11 Apr 2022, 18:03:19 UTC |
| Sent | 11 Apr 2022, 18:03:25 UTC |
| Report deadline | 19 Apr 2022, 18:03:25 UTC |
| Received | 11 Apr 2022, 18:55:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8850 |
| Run time | 49 min 55 sec |
| CPU time | 41 min 52 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> 46:55 main:574] : INFO : Epoch 1542 | loss: 0.0311044 | val_loss: 0.0311365 | Time: 1450.82 ms [2022-04-11 19:46:57 main:574] : INFO : Epoch 1543 | loss: 0.0311021 | val_loss: 0.0311345 | Time: 1327.99 ms [2022-04-11 19:46:58 main:574] : INFO : Epoch 1544 | loss: 0.031105 | val_loss: 0.031138 | Time: 1484.5 ms [2022-04-11 19:47:00 main:574] : INFO : Epoch 1545 | loss: 0.0311067 | val_loss: 0.0311382 | Time: 1510.68 ms [2022-04-11 19:47:01 main:574] : INFO : Epoch 1546 | loss: 0.0311098 | val_loss: 0.0311372 | Time: 1443.11 ms [2022-04-11 19:47:03 main:574] : INFO : Epoch 1547 | loss: 0.0311069 | val_loss: 0.031139 | Time: 1327.03 ms [2022-04-11 19:47:04 main:574] : INFO : Epoch 1548 | loss: 0.0311039 | val_loss: 0.0311415 | Time: 1398.31 ms [2022-04-11 19:47:05 main:574] : INFO : Epoch 1549 | loss: 0.0311014 | val_loss: 0.0311389 | Time: 1437.56 ms [2022-04-11 19:47:07 main:574] : INFO : Epoch 1550 | loss: 0.0310995 | val_loss: 0.0311391 | Time: 1475.68 ms [2022-04-11 19:47:08 main:574] : INFO : Epoch 1551 | loss: 0.0310969 | val_loss: 0.0311391 | Time: 1484.56 ms [2022-04-11 19:47:10 main:574] : INFO : Epoch 1552 | loss: 0.0310976 | val_loss: 0.0311412 | Time: 1343.43 ms [2022-04-11 19:47:11 main:574] : INFO : Epoch 1553 | loss: 0.0310995 | val_loss: 0.0311376 | Time: 1388.17 ms [2022-04-11 19:47:13 main:574] : INFO : Epoch 1554 | loss: 0.0310991 | val_loss: 0.0311329 | Time: 1474.47 ms [2022-04-11 19:47:14 main:574] : INFO : Epoch 1555 | loss: 0.031096 | val_loss: 0.031137 | Time: 1506.39 ms [2022-04-11 19:47:16 main:574] : INFO : Epoch 1556 | loss: 0.0311117 | val_loss: 0.0311489 | Time: 1446.48 ms [2022-04-11 19:47:17 main:574] : INFO : Epoch 1557 | loss: 0.0311184 | val_loss: 0.0311485 | Time: 1507.25 ms [2022-04-11 19:47:19 main:574] : INFO : Epoch 1558 | loss: 0.0311097 | val_loss: 0.0311409 | Time: 1478.91 ms [2022-04-11 19:47:20 main:574] : INFO : Epoch 1559 | loss: 0.0311059 | val_loss: 0.0311408 | Time: 1356.44 ms [2022-04-11 19:47:21 main:574] : INFO : Epoch 1560 | loss: 0.0311045 | val_loss: 0.0311416 | Time: 1425.99 ms [2022-04-11 19:47:23 main:574] : INFO : Epoch 1561 | loss: 0.0311032 | val_loss: 0.0311402 | Time: 1499.44 ms [2022-04-11 19:47:25 main:574] : INFO : Epoch 1562 | loss: 0.0311025 | val_loss: 0.0311363 | Time: 1544.9 ms [2022-04-11 19:47:26 main:574] : INFO : Epoch 1563 | loss: 0.0311017 | val_loss: 0.0311413 | Time: 1538.48 ms [2022-04-11 19:47:27 main:574] : INFO : Epoch 1564 | loss: 0.0311002 | val_loss: 0.0311384 | Time: 1335.69 ms [2022-04-11 19:47:29 main:574] : INFO : Epoch 1565 | loss: 0.031098 | val_loss: 0.0311397 | Time: 1420.73 ms [2022-04-11 19:47:30 main:574] : INFO : Epoch 1566 | loss: 0.0310963 | val_loss: 0.0311424 | Time: 1515.39 ms [2022-04-11 19:47:32 main:574] : INFO : Epoch 1567 | loss: 0.0310974 | val_loss: 0.0311395 | Time: 1484.54 ms [2022-04-11 19:47:33 main:574] : INFO : Epoch 1568 | loss: 0.0310936 | val_loss: 0.0311391 | Time: 1501.85 ms [2022-04-11 19:47:35 main:574] : INFO : Epoch 1569 | loss: 0.0310923 | val_loss: 0.0311408 | Time: 1350.13 ms [2022-04-11 19:47:36 main:574] : INFO : Epoch 1570 | loss: 0.0310932 | val_loss: 0.0311397 | Time: 1461 ms [2022-04-11 19:47:38 main:574] : INFO : Epoch 1571 | loss: 0.0310923 | val_loss: 0.03114 | Time: 1498.95 ms [2022-04-11 19:47:39 main:574] : INFO : Epoch 1572 | loss: 0.0310909 | val_loss: 0.0311369 | Time: 1446.51 ms [2022-04-11 19:47:41 main:574] : INFO : Epoch 1573 | loss: 0.0310924 | val_loss: 0.0311398 | Time: 1438.28 ms [2022-04-11 19:47:42 main:574] : INFO : Epoch 1574 | loss: 0.0310932 | val_loss: 0.031139 | Time: 1466.96 ms [2022-04-11 19:47:44 main:574] : INFO : Epoch 1575 | loss: 0.0310942 | val_loss: 0.0311366 | Time: 1557.38 ms [2022-04-11 19:47:45 main:574] : INFO : Epoch 1576 | loss: 0.0310977 | val_loss: 0.0311437 | Time: 1494.5 ms [2022-04-11 19:47:47 main:574] : INFO : Epoch 1577 | loss: 0.0310947 | val_loss: 0.0311347 | Time: 1344.5 ms [2022-04-11 19:47:48 main:574] : INFO : Epoch 1578 | loss: 0.0310913 | val_loss: 0.0311408 | Time: 1531.14 ms [2022-04-11 19:47:50 main:574] : INFO : Epoch 1579 | loss: 0.0310909 | val_loss: 0.031145 | Time: 1418.72 ms [2022-04-11 19:47:51 main:574] : INFO : Epoch 1580 | loss: 0.0310912 | val_loss: 0.0311439 | Time: 1493.48 ms [2022-04-11 19:47:53 main:574] : INFO : Epoch 1581 | loss: 0.0310899 | val_loss: 0.0311395 | Time: 1478.69 ms [2022-04-11 19:47:54 main:574] : INFO : Epoch 1582 | loss: 0.0310903 | val_loss: 0.0311439 | Time: 1462.26 ms [2022-04-11 19:47:56 main:574] : INFO : Epoch 1583 | loss: 0.0310901 | val_loss: 0.0311381 | Time: 1544.67 ms [2022-04-11 19:47:57 main:574] : INFO : Epoch 1584 | loss: 0.0310866 | val_loss: 0.0311352 | Time: 1465.87 ms [2022-04-11 19:47:59 main:574] : INFO : Epoch 1585 | loss: 0.0310878 | val_loss: 0.0311373 | Time: 1462.65 ms [2022-04-11 19:48:00 main:574] : INFO : Epoch 1586 | loss: 0.0310903 | val_loss: 0.0311352 | Time: 1525.76 ms [2022-04-11 19:48:02 main:574] : INFO : Epoch 1587 | loss: 0.0310859 | val_loss: 0.031138 | Time: 1478.88 ms [2022-04-11 19:48:03 main:574] : INFO : Epoch 1588 | loss: 0.0310849 | val_loss: 0.0311372 | Time: 1490.1 ms [2022-04-11 19:48:05 main:574] : INFO : Epoch 1589 | loss: 0.0310874 | val_loss: 0.031141 | Time: 1497.04 ms [2022-04-11 19:48:06 main:574] : INFO : Epoch 1590 | loss: 0.0310862 | val_loss: 0.0311371 | Time: 1504.01 ms [2022-04-11 19:48:08 main:574] : INFO : Epoch 1591 | loss: 0.0310859 | val_loss: 0.0311426 | Time: 1495.83 ms [2022-04-11 19:48:09 main:574] : INFO : Epoch 1592 | loss: 0.0310852 | val_loss: 0.0311468 | Time: 1499.9 ms [2022-04-11 19:48:11 main:574] : INFO : Epoch 1593 | loss: 0.0310848 | val_loss: 0.0311394 | Time: 1513.79 ms [2022-04-11 19:48:12 main:574] : INFO : Epoch 1594 | loss: 0.0310842 | val_loss: 0.03114 | Time: 1527.8 ms [2022-04-11 19:48:14 main:574] : INFO : Epoch 1595 | loss: 0.0310827 | val_loss: 0.0311389 | Time: 1462.61 ms [2022-04-11 19:48:15 main:574] : INFO : Epoch 1596 | loss: 0.0310848 | val_loss: 0.0311385 | Time: 1482.42 ms [2022-04-11 19:48:17 main:574] : INFO : Epoch 1597 | loss: 0.0310846 | val_loss: 0.0311362 | Time: 1453.41 ms [2022-04-11 19:48:18 main:574] : INFO : Epoch 1598 | loss: 0.0310858 | val_loss: 0.0311329 | Time: 1460.43 ms [2022-04-11 19:48:20 main:574] : INFO : Epoch 1599 | loss: 0.0310859 | val_loss: 0.031134 | Time: 1475.61 ms [2022-04-11 19:48:21 main:574] : INFO : Epoch 1600 | loss: 0.0310871 | val_loss: 0.0311432 | Time: 1494.81 ms [2022-04-11 19:48:23 main:574] : INFO : Epoch 1601 | loss: 0.0310858 | val_loss: 0.0311452 | Time: 1529.56 ms [2022-04-11 19:48:24 main:574] : INFO : Epoch 1602 | loss: 0.0310848 | val_loss: 0.0311441 | Time: 1460.08 ms [2022-04-11 19:48:26 main:574] : INFO : Epoch 1603 | loss: 0.0311002 | val_loss: 0.0311441 | Time: 1500.83 ms [2022-04-11 19:48:27 main:574] : INFO : Epoch 1604 | loss: 0.0310997 | val_loss: 0.031148 | Time: 1359.7 ms [2022-04-11 19:48:28 main:574] : INFO : Epoch 1605 | loss: 0.0311012 | val_loss: 0.0311453 | Time: 1416.05 ms [2022-04-11 19:48:30 main:574] : INFO : Epoch 1606 | loss: 0.0311069 | val_loss: 0.0311456 | Time: 1505.42 ms [2022-04-11 19:48:32 main:574] : INFO : Epoch 1607 | loss: 0.0311047 | val_loss: 0.0311454 | Time: 1521.84 ms [2022-04-11 19:48:33 main:574] : INFO : Epoch 1608 | loss: 0.0310987 | val_loss: 0.0311453 | Time: 1487.44 ms [2022-04-11 19:48:35 main:574] : INFO : Epoch 1609 | loss: 0.0310949 | val_loss: 0.0311526 | Time: 1502.19 ms [2022-04-11 19:48:36 main:574] : INFO : Epoch 1610 | loss: 0.0310934 | val_loss: 0.0311384 | Time: 1500.15 ms [2022-04-11 19:48:38 main:574] : INFO : Epoch 1611 | loss: 0.0310921 | val_loss: 0.0311439 | Time: 1484.76 ms [2022-04-11 19:48:39 main:574] : INFO : Epoch 1612 | loss: 0.0310894 | val_loss: 0.0311421 | Time: 1345.73 ms [2022-04-11 19:48:40 main:574] : INFO : Epoch 1613 | loss: 0.0310882 | val_loss: 0.031144 | Time: 1331.97 ms [2022-04-11 19:48:42 main:574] : INFO : Epoch 1614 | loss: 0.031088 | val_loss: 0.0311449 | Time: 1501.71 ms [2022-04-11 19:48:43 main:574] : INFO : Epoch 1615 | loss: 0.0310872 | val_loss: 0.0311408 | Time: 1492.92 ms [2022-04-11 19:48:45 main:574] : INFO : Epoch 1616 | loss: 0.0310916 | val_loss: 0.0311422 | Time: 1436.17 ms [2022-04-11 19:48:46 main:574] : INFO : Epoch 1617 | loss: 0.0310878 | val_loss: 0.0311471 | Time: 1431.31 ms [2022-04-11 19:48:48 main:574] : INFO : Epoch 1618 | loss: 0.031091 | val_loss: 0.0311458 | Time: 1460.38 ms [2022-04-11 19:48:49 main:574] : INFO : Epoch 1619 | loss: 0.0310918 | val_loss: 0.0311369 | Time: 1516.74 ms [2022-04-11 19:48:51 main:574] : INFO : Epoch 1620 | loss: 0.0310895 | val_loss: 0.0311447 | Time: 1361.12 ms [2022-04-11 19:48:52 main:574] : INFO : Epoch 1621 | loss: 0.031089 | val_loss: 0.0311464 | Time: 1433.52 ms [2022-04-11 19:48:53 main:574] : INFO : Epoch 1622 | loss: 0.03109 | val_loss: 0.031147 | Time: 1360.12 ms [2022-04-11 19:48:55 main:574] : INFO : Epoch 1623 | loss: 0.0310875 | val_loss: 0.0311474 | Time: 1337.51 ms [2022-04-11 19:48:56 main:574] : INFO : Epoch 1624 | loss: 0.031088 | val_loss: 0.0311457 | Time: 1449.69 ms [2022-04-11 19:48:58 main:574] : INFO : Epoch 1625 | loss: 0.0310851 | val_loss: 0.0311425 | Time: 1484.21 ms [2022-04-11 19:48:59 main:574] : INFO : Epoch 1626 | loss: 0.0310846 | val_loss: 0.0311408 | Time: 1501.71 ms [2022-04-11 19:49:01 main:574] : INFO : Epoch 1627 | loss: 0.0310852 | val_loss: 0.0311423 | Time: 1407.43 ms [2022-04-11 19:49:02 main:574] : INFO : Epoch 1628 | loss: 0.0310833 | val_loss: 0.0311491 | Time: 1445.62 ms [2022-04-11 19:49:03 main:574] : INFO : Epoch 1629 | loss: 0.0310841 | val_loss: 0.0311483 | Time: 1440.1 ms [2022-04-11 19:49:05 main:574] : INFO : Epoch 1630 | loss: 0.031087 | val_loss: 0.0311432 | Time: 1480.17 ms [2022-04-11 19:49:06 main:574] : INFO : Epoch 1631 | loss: 0.0310844 | val_loss: 0.0311415 | Time: 1399.78 ms [2022-04-11 19:49:08 main:574] : INFO : Epoch 1632 | loss: 0.0310853 | val_loss: 0.0311419 | Time: 1498.07 ms [2022-04-11 19:49:09 main:574] : INFO : Epoch 1633 | loss: 0.0311 | val_loss: 0.0311452 | Time: 1486.77 ms [2022-04-11 19:49:11 main:574] : INFO : Epoch 1634 | loss: 0.0311017 | val_loss: 0.0311406 | Time: 1541.19 ms [2022-04-11 19:49:13 main:574] : INFO : Epoch 1635 | loss: 0.0311003 | val_loss: 0.0311432 | Time: 1520.82 ms [2022-04-11 19:49:14 main:574] : INFO : Epoch 1636 | loss: 0.0310952 | val_loss: 0.0311419 | Time: 1455.37 ms [2022-04-11 19:49:16 main:574] : INFO : Epoch 1637 | loss: 0.0310925 | val_loss: 0.0311401 | Time: 1540.91 ms [2022-04-11 19:49:17 main:574] : INFO : Epoch 1638 | loss: 0.0310954 | val_loss: 0.0311392 | Time: 1421.45 ms [2022-04-11 19:49:18 main:574] : INFO : Epoch 1639 | loss: 0.0310991 | val_loss: 0.0311418 | Time: 1385.08 ms [2022-04-11 19:49:20 main:574] : INFO : Epoch 1640 | loss: 0.0310933 | val_loss: 0.0311392 | Time: 1339.08 ms [2022-04-11 19:49:21 main:574] : INFO : Epoch 1641 | loss: 0.031089 | val_loss: 0.0311452 | Time: 1477.91 ms [2022-04-11 19:49:23 main:574] : INFO : Epoch 1642 | loss: 0.0310873 | val_loss: 0.0311399 | Time: 1519.96 ms [2022-04-11 19:49:24 main:574] : INFO : Epoch 1643 | loss: 0.0310879 | val_loss: 0.0311392 | Time: 1478.64 ms [2022-04-11 19:49:26 main:574] : INFO : Epoch 1644 | loss: 0.0310862 | val_loss: 0.0311464 | Time: 1491.34 ms [2022-04-11 19:49:27 main:574] : INFO : Epoch 1645 | loss: 0.0310946 | val_loss: 0.0311487 | Time: 1494.23 ms [2022-04-11 19:49:29 main:574] : INFO : Epoch 1646 | loss: 0.0310947 | val_loss: 0.0311468 | Time: 1347.43 ms [2022-04-11 19:49:30 main:574] : INFO : Epoch 1647 | loss: 0.0310977 | val_loss: 0.0311417 | Time: 1505.19 ms [2022-04-11 19:49:32 main:574] : INFO : Epoch 1648 | loss: 0.0310931 | val_loss: 0.0311359 | Time: 1502.38 ms [2022-04-11 19:49:33 main:574] : INFO : Epoch 1649 | loss: 0.031089 | val_loss: 0.0311423 | Time: 1502.65 ms [2022-04-11 19:49:35 main:574] : INFO : Epoch 1650 | loss: 0.0310882 | val_loss: 0.0311378 | Time: 1491.57 ms [2022-04-11 19:49:36 main:574] : INFO : Epoch 1651 | loss: 0.0310906 | val_loss: 0.0311381 | Time: 1522.8 ms [2022-04-11 19:49:38 main:574] : INFO : Epoch 1652 | loss: 0.031088 | val_loss: 0.0311394 | Time: 1384.68 ms [2022-04-11 19:49:39 main:574] : INFO : Epoch 1653 | loss: 0.0310849 | val_loss: 0.0311451 | Time: 1470.16 ms [2022-04-11 19:49:41 main:574] : INFO : Epoch 1654 | loss: 0.0310851 | val_loss: 0.0311466 | Time: 1487.29 ms [2022-04-11 19:49:42 main:574] : INFO : Epoch 1655 | loss: 0.0310843 | val_loss: 0.0311456 | Time: 1502.18 ms [2022-04-11 19:49:44 main:574] : INFO : Epoch 1656 | loss: 0.0310859 | val_loss: 0.0311423 | Time: 1403 ms [2022-04-11 19:49:45 main:574] : INFO : Epoch 1657 | loss: 0.0310831 | val_loss: 0.0311498 | Time: 1424.65 ms [2022-04-11 19:49:47 main:574] : INFO : Epoch 1658 | loss: 0.0310879 | val_loss: 0.0311509 | Time: 1480.07 ms [2022-04-11 19:49:48 main:574] : INFO : Epoch 1659 | loss: 0.0311057 | val_loss: 0.0311471 | Time: 1567.98 ms [2022-04-11 19:49:50 main:574] : INFO : Epoch 1660 | loss: 0.0311061 | val_loss: 0.0311509 | Time: 1463.98 ms [2022-04-11 19:49:51 main:574] : INFO : Epoch 1661 | loss: 0.0311006 | val_loss: 0.031151 | Time: 1508.12 ms [2022-04-11 19:49:53 main:574] : INFO : Epoch 1662 | loss: 0.0310971 | val_loss: 0.0311513 | Time: 1410.93 ms [2022-04-11 19:49:54 main:574] : INFO : Epoch 1663 | loss: 0.0310952 | val_loss: 0.0311544 | Time: 1456.1 ms [2022-04-11 19:49:55 main:574] : INFO : Epoch 1664 | loss: 0.0310939 | val_loss: 0.0311501 | Time: 1394.8 ms [2022-04-11 19:49:57 main:574] : INFO : Epoch 1665 | loss: 0.0310892 | val_loss: 0.0311525 | Time: 1503.32 ms [2022-04-11 19:49:58 main:574] : INFO : Epoch 1666 | loss: 0.0310875 | val_loss: 0.0311505 | Time: 1455.9 ms [2022-04-11 19:50:00 main:574] : INFO : Epoch 1667 | loss: 0.0310861 | val_loss: 0.0311497 | Time: 1481.04 ms [2022-04-11 19:50:01 main:574] : INFO : Epoch 1668 | loss: 0.0310862 | val_loss: 0.0311514 | Time: 1446.04 ms [2022-04-11 19:50:03 main:574] : INFO : Epoch 1669 | loss: 0.0310875 | val_loss: 0.0311389 | Time: 1501.59 ms [2022-04-11 19:50:04 main:574] : INFO : Epoch 1670 | loss: 0.0310875 | val_loss: 0.0311396 | Time: 1481.6 ms [2022-04-11 19:50:06 main:574] : INFO : Epoch 1671 | loss: 0.0310884 | val_loss: 0.031148 | Time: 1378.32 ms [2022-04-11 19:50:07 main:574] : INFO : Epoch 1672 | loss: 0.0310873 | val_loss: 0.0311462 | Time: 1463.67 ms [2022-04-11 19:50:09 main:574] : INFO : Epoch 1673 | loss: 0.0310845 | val_loss: 0.0311445 | Time: 1415.01 ms [2022-04-11 19:50:10 main:574] : INFO : Epoch 1674 | loss: 0.0310842 | val_loss: 0.0311484 | Time: 1377.17 ms [2022-04-11 19:50:12 main:574] : INFO : Epoch 1675 | loss: 0.0310876 | val_loss: 0.0311485 | Time: 1443.67 ms [2022-04-11 19:50:13 main:574] : INFO : Epoch 1676 | loss: 0.0310876 | val_loss: 0.0311478 | Time: 1459.76 ms [2022-04-11 19:50:15 main:574] : INFO : Epoch 1677 | loss: 0.0310857 | val_loss: 0.0311509 | Time: 1434.07 ms [2022-04-11 19:50:16 main:574] : INFO : Epoch 1678 | loss: 0.0310836 | val_loss: 0.0311464 | Time: 1466.74 ms [2022-04-11 19:50:17 main:574] : INFO : Epoch 1679 | loss: 0.0310831 | val_loss: 0.0311495 | Time: 1491.97 ms [2022-04-11 19:50:19 main:574] : INFO : Epoch 1680 | loss: 0.031085 | val_loss: 0.0311473 | Time: 1474.92 ms [2022-04-11 19:50:21 main:574] : INFO : Epoch 1681 | loss: 0.0310846 | val_loss: 0.0311487 | Time: 1554.3 ms [2022-04-11 19:50:22 main:574] : INFO : Epoch 1682 | loss: 0.0310838 | val_loss: 0.0311574 | Time: 1404.87 ms [2022-04-11 19:50:24 main:574] : INFO : Epoch 1683 | loss: 0.0310844 | val_loss: 0.0311472 | Time: 1521.84 ms [2022-04-11 19:50:25 main:574] : INFO : Epoch 1684 | loss: 0.0310822 | val_loss: 0.0311498 | Time: 1519.67 ms [2022-04-11 19:50:27 main:574] : INFO : Epoch 1685 | loss: 0.0310839 | val_loss: 0.0311545 | Time: 1460.61 ms [2022-04-11 19:50:28 main:574] : INFO : Epoch 1686 | loss: 0.0310846 | val_loss: 0.0311512 | Time: 1502.02 ms [2022-04-11 19:50:30 main:574] : INFO : Epoch 1687 | loss: 0.0310853 | val_loss: 0.0311535 | Time: 1506.9 ms [2022-04-11 19:50:31 main:574] : INFO : Epoch 1688 | loss: 0.0310835 | val_loss: 0.0311477 | Time: 1491.47 ms [2022-04-11 19:50:33 main:574] : INFO : Epoch 1689 | loss: 0.0310838 | val_loss: 0.0311508 | Time: 1440.27 ms [2022-04-11 19:50:34 main:574] : INFO : Epoch 1690 | loss: 0.0310872 | val_loss: 0.0311437 | Time: 1439.45 ms [2022-04-11 19:50:36 main:574] : INFO : Epoch 1691 | loss: 0.0310894 | val_loss: 0.0311448 | Time: 1545.06 ms [2022-04-11 19:50:37 main:574] : INFO : Epoch 1692 | loss: 0.0310858 | val_loss: 0.0311453 | Time: 1362.7 ms [2022-04-11 19:50:38 main:574] : INFO : Epoch 1693 | loss: 0.0310853 | val_loss: 0.031148 | Time: 1407.87 ms [2022-04-11 19:50:40 main:574] : INFO : Epoch 1694 | loss: 0.0310871 | val_loss: 0.0311414 | Time: 1519.95 ms [2022-04-11 19:50:41 main:574] : INFO : Epoch 1695 | loss: 0.0310869 | val_loss: 0.0311453 | Time: 1396.82 ms [2022-04-11 19:50:43 main:574] : INFO : Epoch 1696 | loss: 0.0310833 | val_loss: 0.0311439 | Time: 1359.6 ms [2022-04-11 19:50:44 main:574] : INFO : Epoch 1697 | loss: 0.0310829 | val_loss: 0.0311502 | Time: 1355.99 ms [2022-04-11 19:50:46 main:574] : INFO : Epoch 1698 | loss: 0.0310853 | val_loss: 0.0311456 | Time: 1552.19 ms [2022-04-11 19:50:47 main:574] : INFO : Epoch 1699 | loss: 0.0310812 | val_loss: 0.0311451 | Time: 1427.11 ms [2022-04-11 19:50:49 main:574] : INFO : Epoch 1700 | loss: 0.0310831 | val_loss: 0.0311484 | Time: 1479.38 ms [2022-04-11 19:50:50 main:574] : INFO : Epoch 1701 | loss: 0.0310823 | val_loss: 0.0311469 | Time: 1497.77 ms [2022-04-11 19:50:52 main:574] : INFO : Epoch 1702 | loss: 0.0310794 | val_loss: 0.0311431 | Time: 1451.17 ms [2022-04-11 19:50:53 main:574] : INFO : Epoch 1703 | loss: 0.031078 | val_loss: 0.0311431 | Time: 1497.89 ms [2022-04-11 19:50:55 main:574] : INFO : Epoch 1704 | loss: 0.0310797 | val_loss: 0.0311462 | Time: 1471.97 ms [2022-04-11 19:50:56 main:574] : INFO : Epoch 1705 | loss: 0.0310793 | val_loss: 0.0311427 | Time: 1479.68 ms [2022-04-11 19:50:57 main:574] : INFO : Epoch 1706 | loss: 0.0310852 | val_loss: 0.0311457 | Time: 1330.11 ms [2022-04-11 19:50:59 main:574] : INFO : Epoch 1707 | loss: 0.0310834 | val_loss: 0.0311487 | Time: 1488.91 ms [2022-04-11 19:51:00 main:574] : INFO : Epoch 1708 | loss: 0.0310822 | val_loss: 0.0311445 | Time: 1513.11 ms [2022-04-11 19:51:02 main:574] : INFO : Epoch 1709 | loss: 0.0310818 | val_loss: 0.0311462 | Time: 1395.18 ms [2022-04-11 19:51:03 main:574] : INFO : Epoch 1710 | loss: 0.0310817 | val_loss: 0.0311535 | Time: 1345.36 ms [2022-04-11 19:51:05 main:574] : INFO : Epoch 1711 | loss: 0.0310776 | val_loss: 0.0311479 | Time: 1450.87 ms [2022-04-11 19:51:06 main:574] : INFO : Epoch 1712 | loss: 0.0310797 | val_loss: 0.0311468 | Time: 1509.8 ms [2022-04-11 19:51:08 main:574] : INFO : Epoch 1713 | loss: 0.0310787 | val_loss: 0.0311526 | Time: 1349.84 ms [2022-04-11 19:51:09 main:574] : INFO : Epoch 1714 | loss: 0.0310785 | val_loss: 0.0311461 | Time: 1471.96 ms [2022-04-11 19:51:11 main:574] : INFO : Epoch 1715 | loss: 0.0310795 | val_loss: 0.0311512 | Time: 1455.61 ms [2022-04-11 19:51:12 main:574] : INFO : Epoch 1716 | loss: 0.0310798 | val_loss: 0.0311485 | Time: 1517.97 ms [2022-04-11 19:51:14 main:574] : INFO : Epoch 1717 | loss: 0.0310772 | val_loss: 0.0311495 | Time: 1483.09 ms [2022-04-11 19:51:15 main:574] : INFO : Epoch 1718 | loss: 0.0310789 | val_loss: 0.031145 | Time: 1478.48 ms [2022-04-11 19:51:17 main:574] : INFO : Epoch 1719 | loss: 0.0310804 | val_loss: 0.0311433 | Time: 1336.57 ms [2022-04-11 19:51:18 main:574] : INFO : Epoch 1720 | loss: 0.0310793 | val_loss: 0.0311443 | Time: 1443.73 ms [2022-04-11 19:51:19 main:574] : INFO : Epoch 1721 | loss: 0.031082 | val_loss: 0.0311453 | Time: 1462.62 ms [2022-04-11 19:51:21 main:574] : INFO : Epoch 1722 | loss: 0.0310779 | val_loss: 0.0311432 | Time: 1476.29 ms [2022-04-11 19:51:22 main:574] : INFO : Epoch 1723 | loss: 0.0310781 | val_loss: 0.0311412 | Time: 1510.43 ms [2022-04-11 19:51:24 main:574] : INFO : Epoch 1724 | loss: 0.0310808 | val_loss: 0.0311403 | Time: 1417.62 ms [2022-04-11 19:51:25 main:574] : INFO : Epoch 1725 | loss: 0.0310771 | val_loss: 0.0311358 | Time: 1398.31 ms [2022-04-11 19:51:27 main:574] : INFO : Epoch 1726 | loss: 0.0310765 | val_loss: 0.0311421 | Time: 1492.52 ms [2022-04-11 19:51:28 main:574] : INFO : Epoch 1727 | loss: 0.0310759 | val_loss: 0.031147 | Time: 1329.53 ms [2022-04-11 19:51:30 main:574] : INFO : Epoch 1728 | loss: 0.0310781 | val_loss: 0.0311421 | Time: 1487.53 ms [2022-04-11 19:51:31 main:574] : INFO : Epoch 1729 | loss: 0.0310752 | val_loss: 0.0311439 | Time: 1351.38 ms [2022-04-11 19:51:33 main:574] : INFO : Epoch 1730 | loss: 0.0310814 | val_loss: 0.0311586 | Time: 1492.37 ms [2022-04-11 19:51:34 main:574] : INFO : Epoch 1731 | loss: 0.0311018 | val_loss: 0.0311599 | Time: 1496.67 ms [2022-04-11 19:51:35 main:574] : INFO : Epoch 1732 | loss: 0.0310852 | val_loss: 0.0311504 | Time: 1349.77 ms [2022-04-11 19:51:37 main:574] : INFO : Epoch 1733 | loss: 0.0310824 | val_loss: 0.0311436 | Time: 1384.84 ms [2022-04-11 19:51:38 main:574] : INFO : Epoch 1734 | loss: 0.0310812 | val_loss: 0.0311489 | Time: 1451.74 ms [2022-04-11 19:51:40 main:574] : INFO : Epoch 1735 | loss: 0.0310809 | val_loss: 0.031145 | Time: 1348.68 ms [2022-04-11 19:51:41 main:574] : INFO : Epoch 1736 | loss: 0.0310819 | val_loss: 0.0311405 | Time: 1474.03 ms [2022-04-11 19:51:43 main:574] : INFO : Epoch 1737 | loss: 0.0310823 | val_loss: 0.0311492 | Time: 1447.25 ms [2022-04-11 19:51:44 main:574] : INFO : Epoch 1738 | loss: 0.0310815 | val_loss: 0.0311426 | Time: 1545.1 ms [2022-04-11 19:51:46 main:574] : INFO : Epoch 1739 | loss: 0.0310805 | val_loss: 0.0311449 | Time: 1439.57 ms [2022-04-11 19:51:47 main:574] : INFO : Epoch 1740 | loss: 0.0310792 | val_loss: 0.0311551 | Time: 1468.46 ms [2022-04-11 19:51:49 main:574] : INFO : Epoch 1741 | loss: 0.0310814 | val_loss: 0.031148 | Time: 1503.28 ms [2022-04-11 19:51:50 main:574] : INFO : Epoch 1742 | loss: 0.0310811 | val_loss: 0.031149 | Time: 1468.09 ms [2022-04-11 19:51:52 main:574] : INFO : Epoch 1743 | loss: 0.0310775 | val_loss: 0.0311521 | Time: 1492.18 ms [2022-04-11 19:51:53 main:574] : INFO : Epoch 1744 | loss: 0.0310816 | val_loss: 0.0311508 | Time: 1391.45 ms [2022-04-11 19:51:55 main:574] : INFO : Epoch 1745 | loss: 0.031084 | val_loss: 0.0311514 | Time: 1366.54 ms [2022-04-11 19:51:56 main:574] : INFO : Epoch 1746 | loss: 0.0310841 | val_loss: 0.0311463 | Time: 1447.28 ms [2022-04-11 19:51:57 main:574] : INFO : Epoch 1747 | loss: 0.0310809 | val_loss: 0.0311409 | Time: 1405.64 ms [2022-04-11 19:51:59 main:574] : INFO : Epoch 1748 | loss: 0.0310842 | val_loss: 0.0311428 | Time: 1460.71 ms [2022-04-11 19:52:00 main:574] : INFO : Epoch 1749 | loss: 0.0310856 | val_loss: 0.0311445 | Time: 1468.23 ms [2022-04-11 19:52:02 main:574] : INFO : Epoch 1750 | loss: 0.0310825 | val_loss: 0.0311424 | Time: 1500.54 ms [2022-04-11 19:52:03 main:574] : INFO : Epoch 1751 | loss: 0.0310781 | val_loss: 0.0311408 | Time: 1473.87 ms [2022-04-11 19:52:05 main:574] : INFO : Epoch 1752 | loss: 0.0310852 | val_loss: 0.0311426 | Time: 1419.48 ms [2022-04-11 19:52:06 main:574] : INFO : Epoch 1753 | loss: 0.0310889 | val_loss: 0.0311386 | Time: 1427.86 ms [2022-04-11 19:52:08 main:574] : INFO : Epoch 1754 | loss: 0.0310848 | val_loss: 0.0311475 | Time: 1469.94 ms [2022-04-11 19:52:09 main:574] : INFO : Epoch 1755 | loss: 0.0310885 | val_loss: 0.0311436 | Time: 1416.45 ms [2022-04-11 19:52:11 main:574] : INFO : Epoch 1756 | loss: 0.0310865 | val_loss: 0.0311435 | Time: 1453.5 ms [2022-04-11 19:52:12 main:574] : INFO : Epoch 1757 | loss: 0.0310855 | val_loss: 0.0311444 | Time: 1473.36 ms [2022-04-11 19:52:14 main:574] : INFO : Epoch 1758 | loss: 0.0310829 | val_loss: 0.0311507 | Time: 1602.9 ms [2022-04-11 19:52:16 main:574] : INFO : Epoch 1759 | loss: 0.0310819 | val_loss: 0.0311483 | Time: 1653.22 ms [2022-04-11 19:52:17 main:574] : INFO : Epoch 1760 | loss: 0.0310835 | val_loss: 0.0311443 | Time: 1434.21 ms [2022-04-11 19:52:18 main:574] : INFO : Epoch 1761 | loss: 0.0310838 | val_loss: 0.0311428 | Time: 1496.04 ms [2022-04-11 19:52:20 main:574] : INFO : Epoch 1762 | loss: 0.0310848 | val_loss: 0.0311401 | Time: 1512.41 ms [2022-04-11 19:52:21 main:574] : INFO : Epoch 1763 | loss: 0.0310857 | val_loss: 0.0311392 | Time: 1390.59 ms [2022-04-11 19:52:23 main:574] : INFO : Epoch 1764 | loss: 0.0310878 | val_loss: 0.0311414 | Time: 1510.85 ms [2022-04-11 19:52:24 main:574] : INFO : Epoch 1765 | loss: 0.0310846 | val_loss: 0.0311504 | Time: 1459.88 ms [2022-04-11 19:52:26 main:574] : INFO : Epoch 1766 | loss: 0.0310834 | val_loss: 0.0311442 | Time: 1349.5 ms [2022-04-11 19:52:27 main:574] : INFO : Epoch 1767 | loss: 0.0310831 | val_loss: 0.0311468 | Time: 1492.7 ms [2022-04-11 19:52:29 main:574] : INFO : Epoch 1768 | loss: 0.0310865 | val_loss: 0.0311463 | Time: 1511.54 ms [2022-04-11 19:52:30 main:574] : INFO : Epoch 1769 | loss: 0.0310833 | val_loss: 0.0311473 | Time: 1430.77 ms [2022-04-11 19:52:32 main:574] : INFO : Epoch 1770 | loss: 0.0310805 | val_loss: 0.0311426 | Time: 1517.6 ms [2022-04-11 19:52:33 main:574] : INFO : Epoch 1771 | loss: 0.0310823 | val_loss: 0.0311415 | Time: 1535.98 ms [2022-04-11 19:52:35 main:574] : INFO : Epoch 1772 | loss: 0.031093 | val_loss: 0.0311407 | Time: 1393.48 ms [2022-04-11 19:52:36 main:574] : INFO : Epoch 1773 | loss: 0.0310915 | val_loss: 0.0311409 | Time: 1358.39 ms [2022-04-11 19:52:37 main:574] : INFO : Epoch 1774 | loss: 0.0310861 | val_loss: 0.0311458 | Time: 1361.34 ms [2022-04-11 19:52:39 main:574] : INFO : Epoch 1775 | loss: 0.0310859 | val_loss: 0.0311428 | Time: 1488 ms [2022-04-11 19:52:40 main:574] : INFO : Epoch 1776 | loss: 0.0310874 | val_loss: 0.031145 | Time: 1490.66 ms [2022-04-11 19:52:42 main:574] : INFO : Epoch 1777 | loss: 0.0310828 | val_loss: 0.0311418 | Time: 1520.37 ms [2022-04-11 19:52:43 main:574] : INFO : Epoch 1778 | loss: 0.0310823 | val_loss: 0.0311442 | Time: 1392.82 ms [2022-04-11 19:52:45 main:574] : INFO : Epoch 1779 | loss: 0.0310827 | val_loss: 0.0311529 | Time: 1550.23 ms [2022-04-11 19:52:46 main:574] : INFO : Epoch 1780 | loss: 0.0310827 | val_loss: 0.0311581 | Time: 1448.84 ms [2022-04-11 19:52:48 main:574] : INFO : Epoch 1781 | loss: 0.0310818 | val_loss: 0.0311505 | Time: 1470.64 ms [2022-04-11 19:52:49 main:574] : INFO : Epoch 1782 | loss: 0.0310874 | val_loss: 0.0311453 | Time: 1511.28 ms [2022-04-11 19:52:51 main:574] : INFO : Epoch 1783 | loss: 0.0310884 | val_loss: 0.0311486 | Time: 1449.29 ms [2022-04-11 19:52:52 main:574] : INFO : Epoch 1784 | loss: 0.0310848 | val_loss: 0.0311429 | Time: 1504.99 ms [2022-04-11 19:52:54 main:574] : INFO : Epoch 1785 | loss: 0.031082 | val_loss: 0.0311497 | Time: 1440.97 ms [2022-04-11 19:52:55 main:574] : INFO : Epoch 1786 | loss: 0.0310819 | val_loss: 0.0311431 | Time: 1481.34 ms [2022-04-11 19:52:57 main:574] : INFO : Epoch 1787 | loss: 0.0310819 | val_loss: 0.0311414 | Time: 1343.89 ms [2022-04-11 19:52:58 main:574] : INFO : Epoch 1788 | loss: 0.0310835 | val_loss: 0.0311445 | Time: 1522.46 ms [2022-04-11 19:53:00 main:574] : INFO : Epoch 1789 | loss: 0.0310835 | val_loss: 0.0311461 | Time: 1560.22 ms [2022-04-11 19:53:01 main:574] : INFO : Epoch 1790 | loss: 0.0310973 | val_loss: 0.0311415 | Time: 1372.67 ms [2022-04-11 19:53:03 main:574] : INFO : Epoch 1791 | loss: 0.0311078 | val_loss: 0.0311396 | Time: 1497.72 ms [2022-04-11 19:53:04 main:574] : INFO : Epoch 1792 | loss: 0.0310993 | val_loss: 0.031142 | Time: 1539.27 ms [2022-04-11 19:53:06 main:574] : INFO : Epoch 1793 | loss: 0.0310961 | val_loss: 0.0311429 | Time: 1366.02 ms [2022-04-11 19:53:07 main:574] : INFO : Epoch 1794 | loss: 0.0310934 | val_loss: 0.0311464 | Time: 1482.69 ms [2022-04-11 19:53:09 main:574] : INFO : Epoch 1795 | loss: 0.0310921 | val_loss: 0.0311398 | Time: 1485.56 ms [2022-04-11 19:53:10 main:574] : INFO : Epoch 1796 | loss: 0.0310891 | val_loss: 0.031147 | Time: 1347.96 ms [2022-04-11 19:53:11 main:574] : INFO : Epoch 1797 | loss: 0.0310893 | val_loss: 0.0311387 | Time: 1481.25 ms [2022-04-11 19:53:13 main:574] : INFO : Epoch 1798 | loss: 0.0310873 | val_loss: 0.0311448 | Time: 1431.26 ms [2022-04-11 19:53:14 main:574] : INFO : Epoch 1799 | loss: 0.0310858 | val_loss: 0.0311414 | Time: 1349.93 ms [2022-04-11 19:53:16 main:574] : INFO : Epoch 1800 | loss: 0.0310879 | val_loss: 0.0311419 | Time: 1488.92 ms [2022-04-11 19:53:17 main:574] : INFO : Epoch 1801 | loss: 0.031085 | val_loss: 0.0311428 | Time: 1411.43 ms [2022-04-11 19:53:19 main:574] : INFO : Epoch 1802 | loss: 0.0310868 | val_loss: 0.0311369 | Time: 1429.69 ms [2022-04-11 19:53:20 main:574] : INFO : Epoch 1803 | loss: 0.0310835 | val_loss: 0.0311374 | Time: 1388.76 ms [2022-04-11 19:53:21 main:574] : INFO : Epoch 1804 | loss: 0.0310823 | val_loss: 0.0311484 | Time: 1492.45 ms [2022-04-11 19:53:23 main:574] : INFO : Epoch 1805 | loss: 0.0310845 | val_loss: 0.0311401 | Time: 1446.02 ms [2022-04-11 19:53:24 main:574] : INFO : Epoch 1806 | loss: 0.0310813 | val_loss: 0.0311411 | Time: 1431.18 ms [2022-04-11 19:53:26 main:574] : INFO : Epoch 1807 | loss: 0.0310824 | val_loss: 0.0311392 | Time: 1525.13 ms [2022-04-11 19:53:27 main:574] : INFO : Epoch 1808 | loss: 0.0310855 | val_loss: 0.0311391 | Time: 1407.46 ms [2022-04-11 19:53:29 main:574] : INFO : Epoch 1809 | loss: 0.0310832 | val_loss: 0.031137 | Time: 1445.12 ms [2022-04-11 19:53:30 main:574] : INFO : Epoch 1810 | loss: 0.0310878 | val_loss: 0.0311436 | Time: 1568.27 ms [2022-04-11 19:53:32 main:574] : INFO : Epoch 1811 | loss: 0.031086 | val_loss: 0.0311507 | Time: 1498.14 ms [2022-04-11 19:53:33 main:574] : INFO : Epoch 1812 | loss: 0.0310824 | val_loss: 0.0311455 | Time: 1502.07 ms [2022-04-11 19:53:35 main:574] : INFO : Epoch 1813 | loss: 0.0310817 | val_loss: 0.0311431 | Time: 1477.06 ms [2022-04-11 19:53:36 main:574] : INFO : Epoch 1814 | loss: 0.0310839 | val_loss: 0.0311405 | Time: 1413.23 ms [2022-04-11 19:53:38 main:574] : INFO : Epoch 1815 | loss: 0.0310898 | val_loss: 0.0311477 | Time: 1480.21 ms [2022-04-11 19:53:39 main:574] : INFO : Epoch 1816 | loss: 0.031088 | val_loss: 0.0311491 | Time: 1506.75 ms [2022-04-11 19:53:41 main:574] : INFO : Epoch 1817 | loss: 0.0310855 | val_loss: 0.0311422 | Time: 1375.34 ms [2022-04-11 19:53:42 main:574] : INFO : Epoch 1818 | loss: 0.0310836 | val_loss: 0.0311453 | Time: 1518.56 ms [2022-04-11 19:53:44 main:574] : INFO : Epoch 1819 | loss: 0.031088 | val_loss: 0.0311416 | Time: 1334.41 ms [2022-04-11 19:53:45 main:574] : INFO : Epoch 1820 | loss: 0.0310937 | val_loss: 0.0311445 | Time: 1457.25 ms [2022-04-11 19:53:47 main:574] : INFO : Epoch 1821 | loss: 0.031097 | val_loss: 0.0311488 | Time: 1479.64 ms [2022-04-11 19:53:48 main:574] : INFO : Epoch 1822 | loss: 0.0311024 | val_loss: 0.0311438 | Time: 1417.32 ms [2022-04-11 19:53:49 main:574] : INFO : Epoch 1823 | loss: 0.0311005 | val_loss: 0.0311408 | Time: 1465.66 ms [2022-04-11 19:53:51 main:574] : INFO : Epoch 1824 | loss: 0.0310963 | val_loss: 0.0311434 | Time: 1442.19 ms [2022-04-11 19:53:52 main:574] : INFO : Epoch 1825 | loss: 0.0311 | val_loss: 0.0311654 | Time: 1381.36 ms [2022-04-11 19:53:54 main:574] : INFO : Epoch 1826 | loss: 0.0311087 | val_loss: 0.0311443 | Time: 1331.57 ms [2022-04-11 19:53:55 main:574] : INFO : Epoch 1827 | loss: 0.0310974 | val_loss: 0.0311405 | Time: 1486.26 ms [2022-04-11 19:53:57 main:574] : INFO : Epoch 1828 | loss: 0.0310918 | val_loss: 0.0311501 | Time: 1410.49 ms [2022-04-11 19:53:58 main:574] : INFO : Epoch 1829 | loss: 0.0310907 | val_loss: 0.0311379 | Time: 1508.81 ms [2022-04-11 19:54:00 main:574] : INFO : Epoch 1830 | loss: 0.031088 | val_loss: 0.0311444 | Time: 1518.21 ms [2022-04-11 19:54:01 main:574] : INFO : Epoch 1831 | loss: 0.031087 | val_loss: 0.0311384 | Time: 1502.05 ms [2022-04-11 19:54:03 main:574] : INFO : Epoch 1832 | loss: 0.0310878 | val_loss: 0.0311385 | Time: 1408.36 ms [2022-04-11 19:54:04 main:574] : INFO : Epoch 1833 | loss: 0.0310846 | val_loss: 0.0311416 | Time: 1414.37 ms [2022-04-11 19:54:06 main:574] : INFO : Epoch 1834 | loss: 0.0310861 | val_loss: 0.0311405 | Time: 1520.96 ms [2022-04-11 19:54:07 main:574] : INFO : Epoch 1835 | loss: 0.0310851 | val_loss: 0.0311393 | Time: 1494.45 ms [2022-04-11 19:54:09 main:574] : INFO : Epoch 1836 | loss: 0.0310819 | val_loss: 0.0311398 | Time: 1468.02 ms [2022-04-11 19:54:10 main:574] : INFO : Epoch 1837 | loss: 0.0310822 | val_loss: 0.03115 | Time: 1479.04 ms [2022-04-11 19:54:12 main:574] : INFO : Epoch 1838 | loss: 0.0310845 | val_loss: 0.0311335 | Time: 1444.66 ms [2022-04-11 19:54:13 main:574] : INFO : Epoch 1839 | loss: 0.031082 | val_loss: 0.0311371 | Time: 1413.29 ms [2022-04-11 19:54:14 main:574] : INFO : Epoch 1840 | loss: 0.0310838 | val_loss: 0.0311381 | Time: 1332.26 ms [2022-04-11 19:54:16 main:574] : INFO : Epoch 1841 | loss: 0.0310865 | val_loss: 0.0311409 | Time: 1524.15 ms [2022-04-11 19:54:17 main:574] : INFO : Epoch 1842 | loss: 0.0310891 | val_loss: 0.0311399 | Time: 1354.72 ms [2022-04-11 19:54:19 main:574] : INFO : Epoch 1843 | loss: 0.0310946 | val_loss: 0.0311397 | Time: 1512.65 ms [2022-04-11 19:54:20 main:574] : INFO : Epoch 1844 | loss: 0.0310923 | val_loss: 0.0311425 | Time: 1455.87 ms [2022-04-11 19:54:22 main:574] : INFO : Epoch 1845 | loss: 0.0310923 | val_loss: 0.0311375 | Time: 1401.6 ms [2022-04-11 19:54:23 main:574] : INFO : Epoch 1846 | loss: 0.031091 | val_loss: 0.031139 | Time: 1484.44 ms [2022-04-11 19:54:25 main:574] : INFO : Epoch 1847 | loss: 0.0310909 | val_loss: 0.031139 | Time: 1505.27 ms [2022-04-11 19:54:26 main:574] : INFO : Epoch 1848 | loss: 0.0310941 | val_loss: 0.0311345 | Time: 1429.44 ms [2022-04-11 19:54:27 main:574] : INFO : Epoch 1849 | loss: 0.0310976 | val_loss: 0.0311331 | Time: 1479.59 ms [2022-04-11 19:54:29 main:574] : INFO : Epoch 1850 | loss: 0.0310954 | val_loss: 0.0311362 | Time: 1389.27 ms [2022-04-11 19:54:30 main:574] : INFO : Epoch 1851 | loss: 0.031091 | val_loss: 0.0311392 | Time: 1424.12 ms [2022-04-11 19:54:32 main:574] : INFO : Epoch 1852 | loss: 0.0310888 | val_loss: 0.0311401 | Time: 1482.31 ms [2022-04-11 19:54:33 main:574] : INFO : Epoch 1853 | loss: 0.0310883 | val_loss: 0.0311462 | Time: 1357.43 ms [2022-04-11 19:54:35 main:574] : INFO : Epoch 1854 | loss: 0.0310857 | val_loss: 0.0311413 | Time: 1441 ms [2022-04-11 19:54:36 main:574] : INFO : Epoch 1855 | loss: 0.0310861 | val_loss: 0.0311417 | Time: 1490.32 ms [2022-04-11 19:54:38 main:574] : INFO : Epoch 1856 | loss: 0.0310869 | val_loss: 0.0311407 | Time: 1524.74 ms [2022-04-11 19:54:39 main:574] : INFO : Epoch 1857 | loss: 0.0310896 | val_loss: 0.0311357 | Time: 1458.81 ms [2022-04-11 19:54:40 main:574] : INFO : Epoch 1858 | loss: 0.0310909 | val_loss: 0.0311364 | Time: 1340.9 ms [2022-04-11 19:54:42 main:574] : INFO : Epoch 1859 | loss: 0.0310881 | val_loss: 0.0311317 | Time: 1470.51 ms [2022-04-11 19:54:43 main:574] : INFO : Epoch 1860 | loss: 0.0310885 | val_loss: 0.0311376 | Time: 1495.19 ms [2022-04-11 19:54:45 main:574] : INFO : Epoch 1861 | loss: 0.0310879 | val_loss: 0.0311386 | Time: 1482.67 ms [2022-04-11 19:54:47 main:574] : INFO : Epoch 1862 | loss: 0.0310874 | val_loss: 0.0311408 | Time: 1519.74 ms [2022-04-11 19:54:48 main:574] : INFO : Epoch 1863 | loss: 0.0310887 | val_loss: 0.0311385 | Time: 1459.32 ms [2022-04-11 19:54:49 main:574] : INFO : Epoch 1864 | loss: 0.0310891 | val_loss: 0.031144 | Time: 1490.07 ms [2022-04-11 19:54:51 main:574] : INFO : Epoch 1865 | loss: 0.0310866 | val_loss: 0.0311404 | Time: 1470.26 ms [2022-04-11 19:54:52 main:574] : INFO : Epoch 1866 | loss: 0.0310855 | val_loss: 0.0311403 | Time: 1440.88 ms [2022-04-11 19:54:54 main:574] : INFO : Epoch 1867 | loss: 0.0310853 | val_loss: 0.0311405 | Time: 1374.77 ms [2022-04-11 19:54:55 main:574] : INFO : Epoch 1868 | loss: 0.031086 | val_loss: 0.031138 | Time: 1481.83 ms [2022-04-11 19:54:57 main:574] : INFO : Epoch 1869 | loss: 0.0310859 | val_loss: 0.0311374 | Time: 1444.09 ms [2022-04-11 19:54:58 main:574] : INFO : Epoch 1870 | loss: 0.0310838 | val_loss: 0.0311372 | Time: 1343.75 ms [2022-04-11 19:54:59 main:574] : INFO : Epoch 1871 | loss: 0.0310861 | val_loss: 0.0311378 | Time: 1349.32 ms [2022-04-11 19:55:01 main:574] : INFO : Epoch 1872 | loss: 0.0310837 | val_loss: 0.0311396 | Time: 1414.23 ms [2022-04-11 19:55:02 main:574] : INFO : Epoch 1873 | loss: 0.0310815 | val_loss: 0.0311371 | Time: 1453.44 ms [2022-04-11 19:55:04 main:574] : INFO : Epoch 1874 | loss: 0.0310815 | val_loss: 0.031141 | Time: 1470.11 ms [2022-04-11 19:55:05 main:574] : INFO : Epoch 1875 | loss: 0.0310819 | val_loss: 0.0311399 | Time: 1480.73 ms [2022-04-11 19:55:07 main:574] : INFO : Epoch 1876 | loss: 0.0310814 | val_loss: 0.0311363 | Time: 1471.45 ms [2022-04-11 19:55:08 main:574] : INFO : Epoch 1877 | loss: 0.0310795 | val_loss: 0.031138 | Time: 1524.88 ms [2022-04-11 19:55:10 main:574] : INFO : Epoch 1878 | loss: 0.0310803 | val_loss: 0.0311427 | Time: 1493.2 ms [2022-04-11 19:55:11 main:574] : INFO : Epoch 1879 | loss: 0.0310843 | val_loss: 0.0311363 | Time: 1372.21 ms [2022-04-11 19:55:13 main:574] : INFO : Epoch 1880 | loss: 0.0310812 | val_loss: 0.031142 | Time: 1523.22 ms [2022-04-11 19:55:14 main:574] : INFO : Epoch 1881 | loss: 0.0310798 | val_loss: 0.0311387 | Time: 1465.24 ms [2022-04-11 19:55:16 main:574] : INFO : Epoch 1882 | loss: 0.0310821 | val_loss: 0.031141 | Time: 1346.55 ms [2022-04-11 19:55:17 main:574] : INFO : Epoch 1883 | loss: 0.0310835 | val_loss: 0.031147 | Time: 1358.42 ms [2022-04-11 19:55:18 main:574] : INFO : Epoch 1884 | loss: 0.0311005 | val_loss: 0.0311401 | Time: 1482.6 ms [2022-04-11 19:55:20 main:574] : INFO : Epoch 1885 | loss: 0.0310988 | val_loss: 0.0311436 | Time: 1411.1 ms [2022-04-11 19:55:21 main:574] : INFO : Epoch 1886 | loss: 0.0310956 | val_loss: 0.031143 | Time: 1426.2 ms [2022-04-11 19:55:23 main:574] : INFO : Epoch 1887 | loss: 0.0310956 | val_loss: 0.031141 | Time: 1481.85 ms [2022-04-11 19:55:24 main:574] : INFO : Epoch 1888 | loss: 0.0311027 | val_loss: 0.0311409 | Time: 1480.58 ms [2022-04-11 19:55:26 main:574] : INFO : Epoch 1889 | loss: 0.0311025 | val_loss: 0.0311396 | Time: 1424.72 ms [2022-04-11 19:55:27 main:574] : INFO : Epoch 1890 | loss: 0.0310993 | val_loss: 0.0311449 | Time: 1418.08 ms [2022-04-11 19:55:28 main:574] : INFO : Epoch 1891 | loss: 0.0310996 | val_loss: 0.0311477 | Time: 1352.2 ms [2022-04-11 19:55:30 main:574] : INFO : Epoch 1892 | loss: 0.0310979 | val_loss: 0.0311374 | Time: 1364.2 ms [2022-04-11 19:55:31 main:574] : INFO : Epoch 1893 | loss: 0.0310954 | val_loss: 0.0311446 | Time: 1521 ms [2022-04-11 19:55:33 main:574] : INFO : Epoch 1894 | loss: 0.0310967 | val_loss: 0.031141 | Time: 1367.67 ms [2022-04-11 19:55:34 main:574] : INFO : Epoch 1895 | loss: 0.0310965 | val_loss: 0.0311388 | Time: 1506.83 ms [2022-04-11 19:55:36 main:574] : INFO : Epoch 1896 | loss: 0.0310946 | val_loss: 0.0311421 | Time: 1442.17 ms [2022-04-11 19:55:37 main:574] : INFO : Epoch 1897 | loss: 0.0310916 | val_loss: 0.0311401 | Time: 1469.54 ms [2022-04-11 19:55:39 main:574] : INFO : Epoch 1898 | loss: 0.0310934 | val_loss: 0.0311413 | Time: 1500.99 ms [2022-04-11 19:55:40 main:574] : INFO : Epoch 1899 | loss: 0.0310931 | val_loss: 0.031139 | Time: 1512.48 ms [2022-04-11 19:55:42 main:574] : INFO : Epoch 1900 | loss: 0.0310902 | val_loss: 0.0311381 | Time: 1466.45 ms [2022-04-11 19:55:43 main:574] : INFO : Epoch 1901 | loss: 0.0310878 | val_loss: 0.0311387 | Time: 1472.55 ms [2022-04-11 19:55:45 main:574] : INFO : Epoch 1902 | loss: 0.0310885 | val_loss: 0.0311377 | Time: 1496.05 ms [2022-04-11 19:55:46 main:574] : INFO : Epoch 1903 | loss: 0.0310884 | val_loss: 0.0311497 | Time: 1395.97 ms [2022-04-11 19:55:48 main:574] : INFO : Epoch 1904 | loss: 0.0310868 | val_loss: 0.031132 | Time: 1336.4 ms [2022-04-11 19:55:49 main:574] : INFO : Epoch 1905 | loss: 0.0310856 | val_loss: 0.0311335 | Time: 1488.52 ms [2022-04-11 19:55:51 main:574] : INFO : Epoch 1906 | loss: 0.0310835 | val_loss: 0.0311404 | Time: 1515.32 ms [2022-04-11 19:55:52 main:574] : INFO : Epoch 1907 | loss: 0.0310829 | val_loss: 0.0311425 | Time: 1490.54 ms [2022-04-11 19:55:54 main:574] : INFO : Epoch 1908 | loss: 0.0310802 | val_loss: 0.0311393 | Time: 1521.28 ms [2022-04-11 19:55:55 main:574] : INFO : Epoch 1909 | loss: 0.0310807 | val_loss: 0.031143 | Time: 1391.52 ms [2022-04-11 19:55:57 main:574] : INFO : Epoch 1910 | loss: 0.0310823 | val_loss: 0.0311409 | Time: 1482.83 ms [2022-04-11 19:55:58 main:574] : INFO : Epoch 1911 | loss: 0.0310832 | val_loss: 0.031146 | Time: 1443.46 ms [2022-04-11 19:56:00 main:574] : INFO : Epoch 1912 | loss: 0.0310894 | val_loss: 0.0311428 | Time: 1457.26 ms [2022-04-11 19:56:01 main:574] : INFO : Epoch 1913 | loss: 0.0310871 | val_loss: 0.031142 | Time: 1400.34 ms [2022-04-11 19:56:03 main:574] : INFO : Epoch 1914 | loss: 0.0310853 | val_loss: 0.031145 | Time: 1516.67 ms [2022-04-11 19:56:04 main:574] : INFO : Epoch 1915 | loss: 0.0310864 | val_loss: 0.0311492 | Time: 1543.47 ms [2022-04-11 19:56:06 main:574] : INFO : Epoch 1916 | loss: 0.0310861 | val_loss: 0.0311439 | Time: 1485.57 ms [2022-04-11 19:56:07 main:574] : INFO : Epoch 1917 | loss: 0.0310832 | val_loss: 0.0311416 | Time: 1484.73 ms [2022-04-11 19:56:09 main:574] : INFO : Epoch 1918 | loss: 0.031083 | val_loss: 0.0311435 | Time: 1469.44 ms [2022-04-11 19:56:10 main:574] : INFO : Epoch 1919 | loss: 0.0310905 | val_loss: 0.0311469 | Time: 1460.03 ms [2022-04-11 19:56:12 main:574] : INFO : Epoch 1920 | loss: 0.0310907 | val_loss: 0.0311404 | Time: 1497.23 ms [2022-04-11 19:56:13 main:574] : INFO : Epoch 1921 | loss: 0.0310896 | val_loss: 0.0311395 | Time: 1503.52 ms [2022-04-11 19:56:14 main:574] : INFO : Epoch 1922 | loss: 0.0310898 | val_loss: 0.0311413 | Time: 1428.8 ms [2022-04-11 19:56:16 main:574] : INFO : Epoch 1923 | loss: 0.0310866 | val_loss: 0.0311386 | Time: 1499.33 ms [2022-04-11 19:56:18 main:574] : INFO : Epoch 1924 | loss: 0.0310839 | val_loss: 0.0311349 | Time: 1481.02 ms [2022-04-11 19:56:19 main:574] : INFO : Epoch 1925 | loss: 0.0310865 | val_loss: 0.0311334 | Time: 1495.8 ms [2022-04-11 19:56:20 main:574] : INFO : Epoch 1926 | loss: 0.0310859 | val_loss: 0.0311344 | Time: 1425.43 ms [2022-04-11 19:56:22 main:574] : INFO : Epoch 1927 | loss: 0.0310829 | val_loss: 0.0311359 | Time: 1348.53 ms [2022-04-11 19:56:23 main:574] : INFO : Epoch 1928 | loss: 0.0310827 | val_loss: 0.0311304 | Time: 1355.05 ms [2022-04-11 19:56:25 main:574] : INFO : Epoch 1929 | loss: 0.0310873 | val_loss: 0.0311346 | Time: 1483.63 ms [2022-04-11 19:56:26 main:574] : INFO : Epoch 1930 | loss: 0.0310851 | val_loss: 0.0311329 | Time: 1401.22 ms [2022-04-11 19:56:28 main:574] : INFO : Epoch 1931 | loss: 0.031082 | val_loss: 0.031136 | Time: 1513.89 ms [2022-04-11 19:56:29 main:574] : INFO : Epoch 1932 | loss: 0.0310822 | val_loss: 0.0311339 | Time: 1466.75 ms [2022-04-11 19:56:31 main:574] : INFO : Epoch 1933 | loss: 0.0310815 | val_loss: 0.0311359 | Time: 1460.7 ms [2022-04-11 19:56:32 main:574] : INFO : Epoch 1934 | loss: 0.0310827 | val_loss: 0.0311381 | Time: 1348.76 ms [2022-04-11 19:56:33 main:574] : INFO : Epoch 1935 | loss: 0.0310814 | val_loss: 0.0311397 | Time: 1363.24 ms [2022-04-11 19:56:35 main:574] : INFO : Epoch 1936 | loss: 0.031082 | val_loss: 0.0311381 | Time: 1428.41 ms [2022-04-11 19:56:36 main:574] : INFO : Epoch 1937 | loss: 0.0310857 | val_loss: 0.0311387 | Time: 1345.39 ms [2022-04-11 19:56:38 main:574] : INFO : Epoch 1938 | loss: 0.0326022 | val_loss: 0.032361 | Time: 1355.44 ms [2022-04-11 19:56:39 main:574] : INFO : Epoch 1939 | loss: 0.0333041 | val_loss: 0.0320475 | Time: 1335.85 ms [2022-04-11 19:56:40 main:574] : INFO : Epoch 1940 | loss: 0.031389 | val_loss: 0.0312817 | Time: 1349.34 ms [2022-04-11 19:56:42 main:574] : INFO : Epoch 1941 | loss: 0.0312137 | val_loss: 0.0311598 | Time: 1490.79 ms [2022-04-11 19:56:43 main:574] : INFO : Epoch 1942 | loss: 0.031133 | val_loss: 0.0311479 | Time: 1422.15 ms [2022-04-11 19:56:45 main:574] : INFO : Epoch 1943 | loss: 0.0311057 | val_loss: 0.0311361 | Time: 1397.53 ms [2022-04-11 19:56:46 main:574] : INFO : Epoch 1944 | loss: 0.0310991 | val_loss: 0.0311337 | Time: 1510.11 ms [2022-04-11 19:56:48 main:574] : INFO : Epoch 1945 | loss: 0.0310946 | val_loss: 0.0311414 | Time: 1505.49 ms [2022-04-11 19:56:49 main:574] : INFO : Epoch 1946 | loss: 0.0310907 | val_loss: 0.0311364 | Time: 1404.87 ms [2022-04-11 19:56:50 main:574] : INFO : Epoch 1947 | loss: 0.0310935 | val_loss: 0.0311452 | Time: 1394.54 ms [2022-04-11 19:56:52 main:574] : INFO : Epoch 1948 | loss: 0.0310907 | val_loss: 0.0311361 | Time: 1400.7 ms [2022-04-11 19:56:53 main:574] : INFO : Epoch 1949 | loss: 0.0310895 | val_loss: 0.0311333 | Time: 1430.07 ms [2022-04-11 19:56:55 main:574] : INFO : Epoch 1950 | loss: 0.031092 | val_loss: 0.0311435 | Time: 1502.07 ms [2022-04-11 19:56:56 main:574] : INFO : Epoch 1951 | loss: 0.0310927 | val_loss: 0.0311413 | Time: 1466.74 ms [2022-04-11 19:56:58 main:574] : INFO : Epoch 1952 | loss: 0.031091 | val_loss: 0.0311397 | Time: 1487.25 ms [2022-04-11 19:56:59 main:574] : INFO : Epoch 1953 | loss: 0.0310911 | val_loss: 0.0311368 | Time: 1453.05 ms [2022-04-11 19:57:01 main:574] : INFO : Epoch 1954 | loss: 0.0310926 | val_loss: 0.031132 | Time: 1352.12 ms [2022-04-11 19:57:02 main:574] : INFO : Epoch 1955 | loss: 0.0310977 | val_loss: 0.0311337 | Time: 1406.44 ms [2022-04-11 19:57:03 main:574] : INFO : Epoch 1956 | loss: 0.031097 | val_loss: 0.0311305 | Time: 1407.89 ms [2022-04-11 19:57:05 main:574] : INFO : Epoch 1957 | loss: 0.0310949 | val_loss: 0.0311293 | Time: 1510.02 ms [2022-04-11 19:57:06 main:574] : INFO : Epoch 1958 | loss: 0.0310944 | val_loss: 0.0311312 | Time: 1363.23 ms [2022-04-11 19:57:08 main:574] : INFO : Epoch 1959 | loss: 0.0310939 | val_loss: 0.0311325 | Time: 1380.08 ms [2022-04-11 19:57:09 main:574] : INFO : Epoch 1960 | loss: 0.0310936 | val_loss: 0.0311332 | Time: 1455.28 ms [2022-04-11 19:57:11 main:574] : INFO : Epoch 1961 | loss: 0.0310894 | val_loss: 0.031132 | Time: 1463.09 ms [2022-04-11 19:57:12 main:574] : INFO : Epoch 1962 | loss: 0.0310877 | val_loss: 0.0311336 | Time: 1468.31 ms [2022-04-11 19:57:14 main:574] : INFO : Epoch 1963 | loss: 0.0310896 | val_loss: 0.0311423 | Time: 1479.07 ms [2022-04-11 19:57:15 main:574] : INFO : Epoch 1964 | loss: 0.0310878 | val_loss: 0.0311407 | Time: 1493.49 ms [2022-04-11 19:57:16 main:574] : INFO : Epoch 1965 | loss: 0.0310903 | val_loss: 0.0311385 | Time: 1402 ms [2022-04-11 19:57:18 main:574] : INFO : Epoch 1966 | loss: 0.0310951 | val_loss: 0.0311319 | Time: 1490.66 ms [2022-04-11 19:57:19 main:574] : INFO : Epoch 1967 | loss: 0.0310915 | val_loss: 0.0311369 | Time: 1487.66 ms [2022-04-11 19:57:21 main:574] : INFO : Epoch 1968 | loss: 0.0310926 | val_loss: 0.0311377 | Time: 1465.79 ms [2022-04-11 19:57:22 main:574] : INFO : Epoch 1969 | loss: 0.0310924 | val_loss: 0.0311452 | Time: 1560.94 ms [2022-04-11 19:57:24 main:574] : INFO : Epoch 1970 | loss: 0.0310915 | val_loss: 0.0311449 | Time: 1524.45 ms [2022-04-11 19:57:26 main:574] : INFO : Epoch 1971 | loss: 0.0310918 | val_loss: 0.031142 | Time: 1502.97 ms [2022-04-11 19:57:27 main:574] : INFO : Epoch 1972 | loss: 0.031095 | val_loss: 0.0311434 | Time: 1376.19 ms [2022-04-11 19:57:28 main:574] : INFO : Epoch 1973 | loss: 0.0310947 | val_loss: 0.0311377 | Time: 1470.2 ms [2022-04-11 19:57:30 main:574] : INFO : Epoch 1974 | loss: 0.0310942 | val_loss: 0.0311448 | Time: 1525.05 ms [2022-04-11 19:57:31 main:574] : INFO : Epoch 1975 | loss: 0.031093 | val_loss: 0.0311404 | Time: 1469.52 ms [2022-04-11 19:57:33 main:574] : INFO : Epoch 1976 | loss: 0.0310913 | val_loss: 0.0311441 | Time: 1480.7 ms [2022-04-11 19:57:34 main:574] : INFO : Epoch 1977 | loss: 0.0310924 | val_loss: 0.0311412 | Time: 1341.53 ms [2022-04-11 19:57:36 main:574] : INFO : Epoch 1978 | loss: 0.0310875 | val_loss: 0.0311363 | Time: 1467.04 ms [2022-04-11 19:57:37 main:574] : INFO : Epoch 1979 | loss: 0.0310889 | val_loss: 0.0311413 | Time: 1443.15 ms [2022-04-11 19:57:39 main:574] : INFO : Epoch 1980 | loss: 0.0310888 | val_loss: 0.0311464 | Time: 1506.51 ms [2022-04-11 19:57:40 main:574] : INFO : Epoch 1981 | loss: 0.0310872 | val_loss: 0.0311437 | Time: 1497.89 ms [2022-04-11 19:57:42 main:574] : INFO : Epoch 1982 | loss: 0.0310885 | val_loss: 0.0311438 | Time: 1495.96 ms [2022-04-11 19:57:43 main:574] : INFO : Epoch 1983 | loss: 0.0310841 | val_loss: 0.0311385 | Time: 1508.22 ms [2022-04-11 19:57:45 main:574] : INFO : Epoch 1984 | loss: 0.0310856 | val_loss: 0.0311432 | Time: 1498.93 ms [2022-04-11 19:57:46 main:574] : INFO : Epoch 1985 | loss: 0.0310867 | val_loss: 0.0311482 | Time: 1518.47 ms [2022-04-11 19:57:48 main:574] : INFO : Epoch 1986 | loss: 0.0310835 | val_loss: 0.0311451 | Time: 1338.55 ms [2022-04-11 19:57:49 main:574] : INFO : Epoch 1987 | loss: 0.0310821 | val_loss: 0.0311518 | Time: 1440.91 ms [2022-04-11 19:57:51 main:574] : INFO : Epoch 1988 | loss: 0.0310893 | val_loss: 0.0311473 | Time: 1436.46 ms [2022-04-11 19:57:52 main:574] : INFO : Epoch 1989 | loss: 0.031095 | val_loss: 0.0311419 | Time: 1410.09 ms [2022-04-11 19:57:53 main:574] : INFO : Epoch 1990 | loss: 0.0310901 | val_loss: 0.0311389 | Time: 1495.48 ms [2022-04-11 19:57:55 main:574] : INFO : Epoch 1991 | loss: 0.0310868 | val_loss: 0.0311382 | Time: 1479.23 ms [2022-04-11 19:57:56 main:574] : INFO : Epoch 1992 | loss: 0.0310868 | val_loss: 0.0311329 | Time: 1396.27 ms [2022-04-11 19:57:58 main:574] : INFO : Epoch 1993 | loss: 0.0310894 | val_loss: 0.031135 | Time: 1500.73 ms [2022-04-11 19:57:59 main:574] : INFO : Epoch 1994 | loss: 0.0310903 | val_loss: 0.0311411 | Time: 1401.84 ms [2022-04-11 19:58:01 main:574] : INFO : Epoch 1995 | loss: 0.0310951 | val_loss: 0.0311368 | Time: 1409.46 ms [2022-04-11 19:58:02 main:574] : INFO : Epoch 1996 | loss: 0.031109 | val_loss: 0.0311448 | Time: 1409.92 ms [2022-04-11 19:58:04 main:574] : INFO : Epoch 1997 | loss: 0.0311064 | val_loss: 0.0311377 | Time: 1462.61 ms [2022-04-11 19:58:05 main:574] : INFO : Epoch 1998 | loss: 0.031101 | val_loss: 0.0311414 | Time: 1543.28 ms [2022-04-11 19:58:07 main:574] : INFO : Epoch 1999 | loss: 0.0310969 | val_loss: 0.0311383 | Time: 1520.72 ms [2022-04-11 19:58:08 main:574] : INFO : Epoch 2000 | loss: 0.0310921 | val_loss: 0.0311387 | Time: 1482.4 ms [2022-04-11 19:58:10 main:574] : INFO : Epoch 2001 | loss: 0.0310886 | val_loss: 0.0311351 | Time: 1388.85 ms [2022-04-11 19:58:11 main:574] : INFO : Epoch 2002 | loss: 0.0310886 | val_loss: 0.0311388 | Time: 1439.52 ms [2022-04-11 19:58:12 main:574] : INFO : Epoch 2003 | loss: 0.0310887 | val_loss: 0.0311408 | Time: 1357.37 ms [2022-04-11 19:58:14 main:574] : INFO : Epoch 2004 | loss: 0.0310874 | val_loss: 0.0311437 | Time: 1393.53 ms [2022-04-11 19:58:15 main:574] : INFO : Epoch 2005 | loss: 0.0310885 | val_loss: 0.0311411 | Time: 1545.43 ms [2022-04-11 19:58:17 main:574] : INFO : Epoch 2006 | loss: 0.0310839 | val_loss: 0.0311374 | Time: 1349.44 ms [2022-04-11 19:58:18 main:574] : INFO : Epoch 2007 | loss: 0.031082 | val_loss: 0.0311312 | Time: 1517.99 ms [2022-04-11 19:58:20 main:574] : INFO : Epoch 2008 | loss: 0.0310811 | val_loss: 0.0311335 | Time: 1412.12 ms [2022-04-11 19:58:21 main:574] : INFO : Epoch 2009 | loss: 0.0310819 | val_loss: 0.0311351 | Time: 1507.12 ms [2022-04-11 19:58:23 main:574] : INFO : Epoch 2010 | loss: 0.0310813 | val_loss: 0.031136 | Time: 1494.03 ms [2022-04-11 19:58:24 main:574] : INFO : Epoch 2011 | loss: 0.0310803 | val_loss: 0.0311369 | Time: 1486.18 ms [2022-04-11 19:58:26 main:574] : INFO : Epoch 2012 | loss: 0.031082 | val_loss: 0.0311337 | Time: 1439.67 ms [2022-04-11 19:58:27 main:574] : INFO : Epoch 2013 | loss: 0.0310844 | val_loss: 0.0311345 | Time: 1487.27 ms [2022-04-11 19:58:29 main:574] : INFO : Epoch 2014 | loss: 0.0310848 | val_loss: 0.0311304 | Time: 1452.9 ms [2022-04-11 19:58:30 main:574] : INFO : Epoch 2015 | loss: 0.0310847 | val_loss: 0.0311304 | Time: 1478.8 ms [2022-04-11 19:58:31 main:574] : INFO : Epoch 2016 | loss: 0.0310851 | val_loss: 0.0311355 | Time: 1371.92 ms [2022-04-11 19:58:33 main:574] : INFO : Epoch 2017 | loss: 0.0310921 | val_loss: 0.0311379 | Time: 1504.12 ms [2022-04-11 19:58:34 main:574] : INFO : Epoch 2018 | loss: 0.0310942 | val_loss: 0.0311369 | Time: 1421.15 ms [2022-04-11 19:58:36 main:574] : INFO : Epoch 2019 | loss: 0.0310915 | val_loss: 0.0311415 | Time: 1466.14 ms [2022-04-11 19:58:37 main:574] : INFO : Epoch 2020 | loss: 0.0310896 | val_loss: 0.0311358 | Time: 1436.72 ms [2022-04-11 19:58:39 main:574] : INFO : Epoch 2021 | loss: 0.0310887 | val_loss: 0.031137 | Time: 1453.77 ms [2022-04-11 19:58:40 main:574] : INFO : Epoch 2022 | loss: 0.0310862 | val_loss: 0.0311375 | Time: 1333.4 ms [2022-04-11 19:58:42 main:574] : INFO : Epoch 2023 | loss: 0.0310849 | val_loss: 0.0311373 | Time: 1499.08 ms [2022-04-11 19:58:43 main:574] : INFO : Epoch 2024 | loss: 0.0310845 | val_loss: 0.031149 | Time: 1460.99 ms [2022-04-11 19:58:44 main:574] : INFO : Epoch 2025 | loss: 0.0310878 | val_loss: 0.0311379 | Time: 1424.92 ms [2022-04-11 19:58:46 main:574] : INFO : Epoch 2026 | loss: 0.031084 | val_loss: 0.031132 | Time: 1418.82 ms [2022-04-11 19:58:47 main:574] : INFO : Epoch 2027 | loss: 0.0310849 | val_loss: 0.031137 | Time: 1430.46 ms [2022-04-11 19:58:49 main:574] : INFO : Epoch 2028 | loss: 0.0310871 | val_loss: 0.0311348 | Time: 1528.5 ms [2022-04-11 19:58:50 main:574] : INFO : Epoch 2029 | loss: 0.0310837 | val_loss: 0.0311348 | Time: 1475.23 ms [2022-04-11 19:58:52 main:574] : INFO : Epoch 2030 | loss: 0.0310857 | val_loss: 0.031137 | Time: 1504.29 ms [2022-04-11 19:58:53 main:574] : INFO : Epoch 2031 | loss: 0.031087 | val_loss: 0.0311359 | Time: 1458.63 ms [2022-04-11 19:58:55 main:574] : INFO : Epoch 2032 | loss: 0.0310868 | val_loss: 0.0311302 | Time: 1550.44 ms [2022-04-11 19:58:56 main:574] : INFO : Epoch 2033 | loss: 0.0310846 | val_loss: 0.0311281 | Time: 1406.45 ms [2022-04-11 19:58:58 main:574] : INFO : Epoch 2034 | loss: 0.0310845 | val_loss: 0.0311296 | Time: 1487.67 ms [2022-04-11 19:58:59 main:574] : INFO : Epoch 2035 | loss: 0.0310856 | val_loss: 0.0311354 | Time: 1358.5 ms [2022-04-11 19:59:01 main:574] : INFO : Epoch 2036 | loss: 0.0310831 | val_loss: 0.031138 | Time: 1377.4 ms [2022-04-11 19:59:02 main:574] : INFO : Epoch 2037 | loss: 0.0310819 | val_loss: 0.0311374 | Time: 1523.43 ms [2022-04-11 19:59:04 main:574] : INFO : Epoch 2038 | loss: 0.03108 | val_loss: 0.0311422 | Time: 1396.49 ms [2022-04-11 19:59:05 main:574] : INFO : Epoch 2039 | loss: 0.0310818 | val_loss: 0.031135 | Time: 1456.62 ms [2022-04-11 19:59:06 main:574] : INFO : Epoch 2040 | loss: 0.0310814 | val_loss: 0.0311319 | Time: 1470.44 ms [2022-04-11 19:59:08 main:574] : INFO : Epoch 2041 | loss: 0.0310828 | val_loss: 0.0311299 | Time: 1460.95 ms [2022-04-11 19:59:09 main:574] : INFO : Epoch 2042 | loss: 0.0310811 | val_loss: 0.0311331 | Time: 1488.55 ms [2022-04-11 19:59:11 main:574] : INFO : Epoch 2043 | loss: 0.0310794 | val_loss: 0.031135 | Time: 1337.1 ms [2022-04-11 19:59:12 main:574] : INFO : Epoch 2044 | loss: 0.03108 | val_loss: 0.0311349 | Time: 1402.64 ms [2022-04-11 19:59:14 main:574] : INFO : Epoch 2045 | loss: 0.031081 | val_loss: 0.0311339 | Time: 1471.63 ms [2022-04-11 19:59:15 main:574] : INFO : Epoch 2046 | loss: 0.0310782 | val_loss: 0.031132 | Time: 1454.51 ms [2022-04-11 19:59:17 main:574] : INFO : Epoch 2047 | loss: 0.0310786 | val_loss: 0.0311298 | Time: 1473.52 ms [2022-04-11 19:59:18 main:574] : INFO : Epoch 2048 | loss: 0.0310781 | val_loss: 0.0311292 | Time: 1391.92 ms [2022-04-11 19:59:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311292 [2022-04-11 19:59:18 main:603] : INFO : Saving end state to config to file [2022-04-11 19:59:18 main:608] : INFO : Success, exiting.. 19:59:18 (7812): 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)