Task 5737963
| Name | ParityMachine-1625100229-12770-2_0 |
| Workunit | 3570708 |
| Created | 9 Jul 2021, 11:35:19 UTC |
| Sent | 15 Jul 2021, 16:55:54 UTC |
| Report deadline | 22 Jul 2021, 16:55:54 UTC |
| Received | 15 Jul 2021, 19:15:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13546 |
| Run time | 58 min 2 sec |
| CPU time | 57 min 54 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,412.33 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.34 GB |
| Peak swap size | 10.56 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0310882 | val_loss: 0.031142 | Time: 1448.5 ms
[2021-07-15 21:03:20 main:581] : INFO : Epoch 1539 | loss: 0.0310907 | val_loss: 0.0311363 | Time: 1505.83 ms
[2021-07-15 21:03:22 main:581] : INFO : Epoch 1540 | loss: 0.0310866 | val_loss: 0.0311384 | Time: 1443.67 ms
[2021-07-15 21:03:23 main:581] : INFO : Epoch 1541 | loss: 0.0310899 | val_loss: 0.031139 | Time: 1439.87 ms
[2021-07-15 21:03:25 main:581] : INFO : Epoch 1542 | loss: 0.0310879 | val_loss: 0.0311324 | Time: 1443.04 ms
[2021-07-15 21:03:26 main:581] : INFO : Epoch 1543 | loss: 0.031085 | val_loss: 0.0311304 | Time: 1443.8 ms
[2021-07-15 21:03:28 main:581] : INFO : Epoch 1544 | loss: 0.0310842 | val_loss: 0.0311297 | Time: 1450.42 ms
[2021-07-15 21:03:29 main:581] : INFO : Epoch 1545 | loss: 0.0310854 | val_loss: 0.0311304 | Time: 1450.84 ms
[2021-07-15 21:03:30 main:581] : INFO : Epoch 1546 | loss: 0.0310883 | val_loss: 0.0311306 | Time: 1449.6 ms
[2021-07-15 21:03:32 main:581] : INFO : Epoch 1547 | loss: 0.0310889 | val_loss: 0.0311325 | Time: 1440.6 ms
[2021-07-15 21:03:33 main:581] : INFO : Epoch 1548 | loss: 0.0310869 | val_loss: 0.0311298 | Time: 1446.78 ms
[2021-07-15 21:03:35 main:581] : INFO : Epoch 1549 | loss: 0.0310877 | val_loss: 0.0311334 | Time: 1447.43 ms
[2021-07-15 21:03:36 main:581] : INFO : Epoch 1550 | loss: 0.031087 | val_loss: 0.0311283 | Time: 1444.27 ms
[2021-07-15 21:03:38 main:581] : INFO : Epoch 1551 | loss: 0.0310875 | val_loss: 0.0311321 | Time: 1445.73 ms
[2021-07-15 21:03:39 main:581] : INFO : Epoch 1552 | loss: 0.0310888 | val_loss: 0.031136 | Time: 1439.09 ms
[2021-07-15 21:03:41 main:581] : INFO : Epoch 1553 | loss: 0.0310882 | val_loss: 0.0311311 | Time: 1446.16 ms
[2021-07-15 21:03:42 main:581] : INFO : Epoch 1554 | loss: 0.0310874 | val_loss: 0.0311354 | Time: 1443.39 ms
[2021-07-15 21:03:43 main:581] : INFO : Epoch 1555 | loss: 0.0310869 | val_loss: 0.0311322 | Time: 1449 ms
[2021-07-15 21:03:45 main:581] : INFO : Epoch 1556 | loss: 0.0310873 | val_loss: 0.0311369 | Time: 1445.92 ms
[2021-07-15 21:03:46 main:581] : INFO : Epoch 1557 | loss: 0.0310862 | val_loss: 0.0311297 | Time: 1453.01 ms
[2021-07-15 21:03:48 main:581] : INFO : Epoch 1558 | loss: 0.0310859 | val_loss: 0.0311359 | Time: 1453.32 ms
[2021-07-15 21:03:49 main:581] : INFO : Epoch 1559 | loss: 0.0310842 | val_loss: 0.0311297 | Time: 1444.78 ms
[2021-07-15 21:03:51 main:581] : INFO : Epoch 1560 | loss: 0.031083 | val_loss: 0.0311316 | Time: 1445.22 ms
[2021-07-15 21:03:52 main:581] : INFO : Epoch 1561 | loss: 0.0310865 | val_loss: 0.0311393 | Time: 1442.07 ms
[2021-07-15 21:03:54 main:581] : INFO : Epoch 1562 | loss: 0.0310832 | val_loss: 0.0311371 | Time: 1438.76 ms
[2021-07-15 21:03:55 main:581] : INFO : Epoch 1563 | loss: 0.0310847 | val_loss: 0.0311337 | Time: 1446.65 ms
[2021-07-15 21:03:57 main:581] : INFO : Epoch 1564 | loss: 0.0310854 | val_loss: 0.0311323 | Time: 1443.7 ms
[2021-07-15 21:03:58 main:581] : INFO : Epoch 1565 | loss: 0.031084 | val_loss: 0.0311354 | Time: 1440.68 ms
[2021-07-15 21:03:59 main:581] : INFO : Epoch 1566 | loss: 0.0310873 | val_loss: 0.031131 | Time: 1449.44 ms
[2021-07-15 21:04:01 main:581] : INFO : Epoch 1567 | loss: 0.0310861 | val_loss: 0.0311338 | Time: 1450.84 ms
[2021-07-15 21:04:02 main:581] : INFO : Epoch 1568 | loss: 0.0311024 | val_loss: 0.031131 | Time: 1447.6 ms
[2021-07-15 21:04:04 main:581] : INFO : Epoch 1569 | loss: 0.0310965 | val_loss: 0.0311303 | Time: 1442.79 ms
[2021-07-15 21:04:05 main:581] : INFO : Epoch 1570 | loss: 0.0310962 | val_loss: 0.0311235 | Time: 1446.5 ms
[2021-07-15 21:04:07 main:581] : INFO : Epoch 1571 | loss: 0.0310963 | val_loss: 0.0311338 | Time: 1440.94 ms
[2021-07-15 21:04:08 main:581] : INFO : Epoch 1572 | loss: 0.0310967 | val_loss: 0.0311323 | Time: 1443.53 ms
[2021-07-15 21:04:10 main:581] : INFO : Epoch 1573 | loss: 0.031105 | val_loss: 0.0311331 | Time: 1447.56 ms
[2021-07-15 21:04:11 main:581] : INFO : Epoch 1574 | loss: 0.0310995 | val_loss: 0.0311354 | Time: 1448.97 ms
[2021-07-15 21:04:12 main:581] : INFO : Epoch 1575 | loss: 0.0310968 | val_loss: 0.0311311 | Time: 1447.34 ms
[2021-07-15 21:04:14 main:581] : INFO : Epoch 1576 | loss: 0.0310956 | val_loss: 0.0311323 | Time: 1446.45 ms
[2021-07-15 21:04:15 main:581] : INFO : Epoch 1577 | loss: 0.0310943 | val_loss: 0.0311365 | Time: 1445.84 ms
[2021-07-15 21:04:17 main:581] : INFO : Epoch 1578 | loss: 0.0310983 | val_loss: 0.0311343 | Time: 1681.84 ms
[2021-07-15 21:04:19 main:581] : INFO : Epoch 1579 | loss: 0.0310989 | val_loss: 0.0311322 | Time: 1835.67 ms
[2021-07-15 21:04:21 main:581] : INFO : Epoch 1580 | loss: 0.0310968 | val_loss: 0.0311295 | Time: 1821.82 ms
[2021-07-15 21:04:22 main:581] : INFO : Epoch 1581 | loss: 0.0310953 | val_loss: 0.0311327 | Time: 1825.53 ms
[2021-07-15 21:04:24 main:581] : INFO : Epoch 1582 | loss: 0.0310947 | val_loss: 0.0311338 | Time: 1769.32 ms
[2021-07-15 21:04:26 main:581] : INFO : Epoch 1583 | loss: 0.0310937 | val_loss: 0.0311318 | Time: 1451.54 ms
[2021-07-15 21:04:27 main:581] : INFO : Epoch 1584 | loss: 0.0310941 | val_loss: 0.0311383 | Time: 1436.16 ms
[2021-07-15 21:04:29 main:581] : INFO : Epoch 1585 | loss: 0.0310968 | val_loss: 0.031129 | Time: 1445.23 ms
[2021-07-15 21:04:30 main:581] : INFO : Epoch 1586 | loss: 0.0310922 | val_loss: 0.0311265 | Time: 1450.88 ms
[2021-07-15 21:04:31 main:581] : INFO : Epoch 1587 | loss: 0.0310978 | val_loss: 0.0311338 | Time: 1454.65 ms
[2021-07-15 21:04:33 main:581] : INFO : Epoch 1588 | loss: 0.0310912 | val_loss: 0.0311326 | Time: 1442.6 ms
[2021-07-15 21:04:34 main:581] : INFO : Epoch 1589 | loss: 0.0310882 | val_loss: 0.0311312 | Time: 1449.39 ms
[2021-07-15 21:04:36 main:581] : INFO : Epoch 1590 | loss: 0.0310869 | val_loss: 0.0311343 | Time: 1445.62 ms
[2021-07-15 21:04:37 main:581] : INFO : Epoch 1591 | loss: 0.0310878 | val_loss: 0.0311289 | Time: 1444.99 ms
[2021-07-15 21:04:39 main:581] : INFO : Epoch 1592 | loss: 0.0310871 | val_loss: 0.0311283 | Time: 1442.05 ms
[2021-07-15 21:04:40 main:581] : INFO : Epoch 1593 | loss: 0.0310898 | val_loss: 0.0311335 | Time: 1451 ms
[2021-07-15 21:04:42 main:581] : INFO : Epoch 1594 | loss: 0.0310857 | val_loss: 0.0311352 | Time: 1480.92 ms
[2021-07-15 21:04:43 main:581] : INFO : Epoch 1595 | loss: 0.0310885 | val_loss: 0.0311343 | Time: 1446.53 ms
[2021-07-15 21:04:45 main:581] : INFO : Epoch 1596 | loss: 0.0310898 | val_loss: 0.0311308 | Time: 1438.89 ms
[2021-07-15 21:04:46 main:581] : INFO : Epoch 1597 | loss: 0.0310889 | val_loss: 0.031131 | Time: 1447.24 ms
[2021-07-15 21:04:47 main:581] : INFO : Epoch 1598 | loss: 0.0310867 | val_loss: 0.031131 | Time: 1449.2 ms
[2021-07-15 21:04:49 main:581] : INFO : Epoch 1599 | loss: 0.0310885 | val_loss: 0.0311313 | Time: 1810.55 ms
[2021-07-15 21:04:51 main:581] : INFO : Epoch 1600 | loss: 0.0310876 | val_loss: 0.0311369 | Time: 1816.86 ms
[2021-07-15 21:04:52 main:581] : INFO : Epoch 1601 | loss: 0.0310863 | val_loss: 0.0311321 | Time: 1445.57 ms
[2021-07-15 21:04:54 main:581] : INFO : Epoch 1602 | loss: 0.031087 | val_loss: 0.0311371 | Time: 1448.8 ms
[2021-07-15 21:04:55 main:581] : INFO : Epoch 1603 | loss: 0.0310976 | val_loss: 0.0311295 | Time: 1447.15 ms
[2021-07-15 21:04:57 main:581] : INFO : Epoch 1604 | loss: 0.0310974 | val_loss: 0.0311385 | Time: 1444.01 ms
[2021-07-15 21:04:58 main:581] : INFO : Epoch 1605 | loss: 0.031114 | val_loss: 0.0311468 | Time: 1446.22 ms
[2021-07-15 21:05:00 main:581] : INFO : Epoch 1606 | loss: 0.0311062 | val_loss: 0.0311366 | Time: 1428.18 ms
[2021-07-15 21:05:01 main:581] : INFO : Epoch 1607 | loss: 0.0311011 | val_loss: 0.0311352 | Time: 1431.31 ms
[2021-07-15 21:05:03 main:581] : INFO : Epoch 1608 | loss: 0.0310996 | val_loss: 0.0311324 | Time: 1436.18 ms
[2021-07-15 21:05:04 main:581] : INFO : Epoch 1609 | loss: 0.0310942 | val_loss: 0.0311385 | Time: 1430.32 ms
[2021-07-15 21:05:05 main:581] : INFO : Epoch 1610 | loss: 0.0310935 | val_loss: 0.0311361 | Time: 1437.91 ms
[2021-07-15 21:05:07 main:581] : INFO : Epoch 1611 | loss: 0.0310942 | val_loss: 0.0311356 | Time: 1432.17 ms
[2021-07-15 21:05:08 main:581] : INFO : Epoch 1612 | loss: 0.0310925 | val_loss: 0.0311345 | Time: 1443.7 ms
[2021-07-15 21:05:10 main:581] : INFO : Epoch 1613 | loss: 0.0310907 | val_loss: 0.0311344 | Time: 1512.2 ms
[2021-07-15 21:05:11 main:581] : INFO : Epoch 1614 | loss: 0.0310935 | val_loss: 0.0311337 | Time: 1465.8 ms
[2021-07-15 21:05:13 main:581] : INFO : Epoch 1615 | loss: 0.0310921 | val_loss: 0.031135 | Time: 1462.29 ms
[2021-07-15 21:05:14 main:581] : INFO : Epoch 1616 | loss: 0.0310915 | val_loss: 0.0311377 | Time: 1446.19 ms
[2021-07-15 21:05:16 main:581] : INFO : Epoch 1617 | loss: 0.031091 | val_loss: 0.031131 | Time: 1428.32 ms
[2021-07-15 21:05:17 main:581] : INFO : Epoch 1618 | loss: 0.0310912 | val_loss: 0.0311342 | Time: 1438.66 ms
[2021-07-15 21:05:19 main:581] : INFO : Epoch 1619 | loss: 0.0310911 | val_loss: 0.0311361 | Time: 1430.4 ms
[2021-07-15 21:05:20 main:581] : INFO : Epoch 1620 | loss: 0.0310911 | val_loss: 0.0311308 | Time: 1441.54 ms
[2021-07-15 21:05:21 main:581] : INFO : Epoch 1621 | loss: 0.0310879 | val_loss: 0.0311361 | Time: 1436.7 ms
[2021-07-15 21:05:23 main:581] : INFO : Epoch 1622 | loss: 0.0310862 | val_loss: 0.0311316 | Time: 1429.76 ms
[2021-07-15 21:05:24 main:581] : INFO : Epoch 1623 | loss: 0.0310863 | val_loss: 0.031131 | Time: 1450.95 ms
[2021-07-15 21:05:26 main:581] : INFO : Epoch 1624 | loss: 0.0310857 | val_loss: 0.0311309 | Time: 1472.55 ms
[2021-07-15 21:05:27 main:581] : INFO : Epoch 1625 | loss: 0.0310867 | val_loss: 0.0311365 | Time: 1465.54 ms
[2021-07-15 21:05:29 main:581] : INFO : Epoch 1626 | loss: 0.0310879 | val_loss: 0.0311362 | Time: 1460.43 ms
[2021-07-15 21:05:30 main:581] : INFO : Epoch 1627 | loss: 0.0310841 | val_loss: 0.0311328 | Time: 1430.55 ms
[2021-07-15 21:05:32 main:581] : INFO : Epoch 1628 | loss: 0.0310847 | val_loss: 0.0311339 | Time: 1436.67 ms
[2021-07-15 21:05:33 main:581] : INFO : Epoch 1629 | loss: 0.0310873 | val_loss: 0.031134 | Time: 1432.88 ms
[2021-07-15 21:05:34 main:581] : INFO : Epoch 1630 | loss: 0.0310875 | val_loss: 0.0311317 | Time: 1431.04 ms
[2021-07-15 21:05:36 main:581] : INFO : Epoch 1631 | loss: 0.0310886 | val_loss: 0.0311418 | Time: 1462.44 ms
[2021-07-15 21:05:37 main:581] : INFO : Epoch 1632 | loss: 0.0310883 | val_loss: 0.0311306 | Time: 1448.05 ms
[2021-07-15 21:05:39 main:581] : INFO : Epoch 1633 | loss: 0.031085 | val_loss: 0.0311353 | Time: 1430.54 ms
[2021-07-15 21:05:40 main:581] : INFO : Epoch 1634 | loss: 0.0310838 | val_loss: 0.031138 | Time: 1444.5 ms
[2021-07-15 21:05:42 main:581] : INFO : Epoch 1635 | loss: 0.0310853 | val_loss: 0.0311351 | Time: 1469.38 ms
[2021-07-15 21:05:43 main:581] : INFO : Epoch 1636 | loss: 0.0310872 | val_loss: 0.0311365 | Time: 1476.07 ms
[2021-07-15 21:05:45 main:581] : INFO : Epoch 1637 | loss: 0.0310921 | val_loss: 0.031133 | Time: 1435.15 ms
[2021-07-15 21:05:46 main:581] : INFO : Epoch 1638 | loss: 0.0310907 | val_loss: 0.0311306 | Time: 1428.51 ms
[2021-07-15 21:05:47 main:581] : INFO : Epoch 1639 | loss: 0.0310865 | val_loss: 0.0311343 | Time: 1439.8 ms
[2021-07-15 21:05:49 main:581] : INFO : Epoch 1640 | loss: 0.0310893 | val_loss: 0.0311334 | Time: 1430.16 ms
[2021-07-15 21:05:50 main:581] : INFO : Epoch 1641 | loss: 0.0310855 | val_loss: 0.0311396 | Time: 1443.91 ms
[2021-07-15 21:05:52 main:581] : INFO : Epoch 1642 | loss: 0.0310866 | val_loss: 0.0311294 | Time: 1471.09 ms
[2021-07-15 21:05:53 main:581] : INFO : Epoch 1643 | loss: 0.0310849 | val_loss: 0.031131 | Time: 1452.84 ms
[2021-07-15 21:05:55 main:581] : INFO : Epoch 1644 | loss: 0.0310826 | val_loss: 0.0311309 | Time: 1430.17 ms
[2021-07-15 21:05:56 main:581] : INFO : Epoch 1645 | loss: 0.0310834 | val_loss: 0.0311283 | Time: 1441.37 ms
[2021-07-15 21:05:58 main:581] : INFO : Epoch 1646 | loss: 0.0310909 | val_loss: 0.0311345 | Time: 1467.82 ms
[2021-07-15 21:05:59 main:581] : INFO : Epoch 1647 | loss: 0.0311083 | val_loss: 0.0311364 | Time: 1452.22 ms
[2021-07-15 21:06:00 main:581] : INFO : Epoch 1648 | loss: 0.0311094 | val_loss: 0.031139 | Time: 1431.16 ms
[2021-07-15 21:06:02 main:581] : INFO : Epoch 1649 | loss: 0.031108 | val_loss: 0.0311405 | Time: 1438.11 ms
[2021-07-15 21:06:03 main:581] : INFO : Epoch 1650 | loss: 0.0311124 | val_loss: 0.0311398 | Time: 1430.9 ms
[2021-07-15 21:06:05 main:581] : INFO : Epoch 1651 | loss: 0.0311134 | val_loss: 0.031133 | Time: 1439.15 ms
[2021-07-15 21:06:06 main:581] : INFO : Epoch 1652 | loss: 0.0311089 | val_loss: 0.0311363 | Time: 1463.38 ms
[2021-07-15 21:06:08 main:581] : INFO : Epoch 1653 | loss: 0.0311052 | val_loss: 0.0311355 | Time: 1474.55 ms
[2021-07-15 21:06:09 main:581] : INFO : Epoch 1654 | loss: 0.031104 | val_loss: 0.0311341 | Time: 1461.16 ms
[2021-07-15 21:06:11 main:581] : INFO : Epoch 1655 | loss: 0.0311027 | val_loss: 0.0311342 | Time: 1430.34 ms
[2021-07-15 21:06:12 main:581] : INFO : Epoch 1656 | loss: 0.0311012 | val_loss: 0.03114 | Time: 1436.67 ms
[2021-07-15 21:06:13 main:581] : INFO : Epoch 1657 | loss: 0.0311029 | val_loss: 0.0311374 | Time: 1460.98 ms
[2021-07-15 21:06:15 main:581] : INFO : Epoch 1658 | loss: 0.0311001 | val_loss: 0.0311394 | Time: 1430.87 ms
[2021-07-15 21:06:16 main:581] : INFO : Epoch 1659 | loss: 0.0311009 | val_loss: 0.0311388 | Time: 1432.63 ms
[2021-07-15 21:06:18 main:581] : INFO : Epoch 1660 | loss: 0.0311104 | val_loss: 0.03114 | Time: 1433.97 ms
[2021-07-15 21:06:19 main:581] : INFO : Epoch 1661 | loss: 0.0311135 | val_loss: 0.0311408 | Time: 1428.11 ms
[2021-07-15 21:06:21 main:581] : INFO : Epoch 1662 | loss: 0.0311075 | val_loss: 0.031135 | Time: 1458.63 ms
[2021-07-15 21:06:22 main:581] : INFO : Epoch 1663 | loss: 0.0311072 | val_loss: 0.0311334 | Time: 1469.77 ms
[2021-07-15 21:06:24 main:581] : INFO : Epoch 1664 | loss: 0.0311042 | val_loss: 0.0311309 | Time: 1467.2 ms
[2021-07-15 21:06:25 main:581] : INFO : Epoch 1665 | loss: 0.031103 | val_loss: 0.0311358 | Time: 1469.61 ms
[2021-07-15 21:06:27 main:581] : INFO : Epoch 1666 | loss: 0.0311018 | val_loss: 0.0311359 | Time: 1429.79 ms
[2021-07-15 21:06:28 main:581] : INFO : Epoch 1667 | loss: 0.0311044 | val_loss: 0.0311398 | Time: 1429.7 ms
[2021-07-15 21:06:29 main:581] : INFO : Epoch 1668 | loss: 0.0311017 | val_loss: 0.0311345 | Time: 1439.09 ms
[2021-07-15 21:06:31 main:581] : INFO : Epoch 1669 | loss: 0.0311011 | val_loss: 0.0311351 | Time: 1429.82 ms
[2021-07-15 21:06:32 main:581] : INFO : Epoch 1670 | loss: 0.0311012 | val_loss: 0.0311347 | Time: 1441.07 ms
[2021-07-15 21:06:34 main:581] : INFO : Epoch 1671 | loss: 0.0311008 | val_loss: 0.0311315 | Time: 1430.49 ms
[2021-07-15 21:06:35 main:581] : INFO : Epoch 1672 | loss: 0.0311006 | val_loss: 0.0311316 | Time: 1441.55 ms
[2021-07-15 21:06:37 main:581] : INFO : Epoch 1673 | loss: 0.0310996 | val_loss: 0.0311343 | Time: 1474.57 ms
[2021-07-15 21:06:38 main:581] : INFO : Epoch 1674 | loss: 0.031103 | val_loss: 0.031131 | Time: 1465.79 ms
[2021-07-15 21:06:40 main:581] : INFO : Epoch 1675 | loss: 0.0311019 | val_loss: 0.0311282 | Time: 1462.7 ms
[2021-07-15 21:06:41 main:581] : INFO : Epoch 1676 | loss: 0.0311013 | val_loss: 0.0311291 | Time: 1451.28 ms
[2021-07-15 21:06:42 main:581] : INFO : Epoch 1677 | loss: 0.0310999 | val_loss: 0.0311342 | Time: 1429.67 ms
[2021-07-15 21:06:44 main:581] : INFO : Epoch 1678 | loss: 0.0311014 | val_loss: 0.0311344 | Time: 1437.85 ms
[2021-07-15 21:06:45 main:581] : INFO : Epoch 1679 | loss: 0.0311026 | val_loss: 0.0311396 | Time: 1428.07 ms
[2021-07-15 21:06:47 main:581] : INFO : Epoch 1680 | loss: 0.0311021 | val_loss: 0.0311331 | Time: 1438.31 ms
[2021-07-15 21:06:48 main:581] : INFO : Epoch 1681 | loss: 0.0310987 | val_loss: 0.0311322 | Time: 1489.19 ms
[2021-07-15 21:06:50 main:581] : INFO : Epoch 1682 | loss: 0.0310969 | val_loss: 0.0311336 | Time: 1430.26 ms
[2021-07-15 21:06:51 main:581] : INFO : Epoch 1683 | loss: 0.0310959 | val_loss: 0.0311312 | Time: 1451.87 ms
[2021-07-15 21:06:53 main:581] : INFO : Epoch 1684 | loss: 0.0310977 | val_loss: 0.0311382 | Time: 1476.45 ms
[2021-07-15 21:06:54 main:581] : INFO : Epoch 1685 | loss: 0.0310997 | val_loss: 0.0311389 | Time: 1467.38 ms
[2021-07-15 21:06:55 main:581] : INFO : Epoch 1686 | loss: 0.0311045 | val_loss: 0.0311314 | Time: 1460.63 ms
[2021-07-15 21:06:57 main:581] : INFO : Epoch 1687 | loss: 0.0311042 | val_loss: 0.0311335 | Time: 1430.48 ms
[2021-07-15 21:06:58 main:581] : INFO : Epoch 1688 | loss: 0.0311013 | val_loss: 0.0311388 | Time: 1434.75 ms
[2021-07-15 21:07:00 main:581] : INFO : Epoch 1689 | loss: 0.0311151 | val_loss: 0.0311529 | Time: 1433.25 ms
[2021-07-15 21:07:01 main:581] : INFO : Epoch 1690 | loss: 0.0311236 | val_loss: 0.0311401 | Time: 1429.5 ms
[2021-07-15 21:07:03 main:581] : INFO : Epoch 1691 | loss: 0.0311151 | val_loss: 0.0311361 | Time: 1461.46 ms
[2021-07-15 21:07:04 main:581] : INFO : Epoch 1692 | loss: 0.0311115 | val_loss: 0.0311396 | Time: 1449.84 ms
[2021-07-15 21:07:06 main:581] : INFO : Epoch 1693 | loss: 0.0311096 | val_loss: 0.0311313 | Time: 1431.63 ms
[2021-07-15 21:07:07 main:581] : INFO : Epoch 1694 | loss: 0.0311063 | val_loss: 0.0311328 | Time: 1446.84 ms
[2021-07-15 21:07:08 main:581] : INFO : Epoch 1695 | loss: 0.0311054 | val_loss: 0.0311322 | Time: 1469.58 ms
[2021-07-15 21:07:10 main:581] : INFO : Epoch 1696 | loss: 0.0311032 | val_loss: 0.0311348 | Time: 1468.38 ms
[2021-07-15 21:07:11 main:581] : INFO : Epoch 1697 | loss: 0.0311045 | val_loss: 0.0311415 | Time: 1441.05 ms
[2021-07-15 21:07:13 main:581] : INFO : Epoch 1698 | loss: 0.0311021 | val_loss: 0.0311324 | Time: 1428.36 ms
[2021-07-15 21:07:14 main:581] : INFO : Epoch 1699 | loss: 0.0310996 | val_loss: 0.0311342 | Time: 1431.61 ms
[2021-07-15 21:07:16 main:581] : INFO : Epoch 1700 | loss: 0.0310983 | val_loss: 0.0311333 | Time: 1438.92 ms
[2021-07-15 21:07:17 main:581] : INFO : Epoch 1701 | loss: 0.0310977 | val_loss: 0.0311329 | Time: 1428.29 ms
[2021-07-15 21:07:19 main:581] : INFO : Epoch 1702 | loss: 0.0310983 | val_loss: 0.0311351 | Time: 1445.94 ms
[2021-07-15 21:07:20 main:581] : INFO : Epoch 1703 | loss: 0.0310991 | val_loss: 0.0311481 | Time: 1470.43 ms
[2021-07-15 21:07:21 main:581] : INFO : Epoch 1704 | loss: 0.0311022 | val_loss: 0.0311334 | Time: 1452.35 ms
[2021-07-15 21:07:23 main:581] : INFO : Epoch 1705 | loss: 0.0310959 | val_loss: 0.0311303 | Time: 1428.66 ms
[2021-07-15 21:07:24 main:581] : INFO : Epoch 1706 | loss: 0.0310984 | val_loss: 0.0311379 | Time: 1439.81 ms
[2021-07-15 21:07:26 main:581] : INFO : Epoch 1707 | loss: 0.0310977 | val_loss: 0.0311305 | Time: 1465.94 ms
[2021-07-15 21:07:27 main:581] : INFO : Epoch 1708 | loss: 0.0310972 | val_loss: 0.0311321 | Time: 1453.12 ms
[2021-07-15 21:07:29 main:581] : INFO : Epoch 1709 | loss: 0.0311004 | val_loss: 0.0311323 | Time: 1430.06 ms
[2021-07-15 21:07:30 main:581] : INFO : Epoch 1710 | loss: 0.0311004 | val_loss: 0.0311331 | Time: 1439.58 ms
[2021-07-15 21:07:32 main:581] : INFO : Epoch 1711 | loss: 0.0310968 | val_loss: 0.0311352 | Time: 1431.81 ms
[2021-07-15 21:07:33 main:581] : INFO : Epoch 1712 | loss: 0.0310973 | val_loss: 0.0311356 | Time: 1440.2 ms
[2021-07-15 21:07:35 main:581] : INFO : Epoch 1713 | loss: 0.031096 | val_loss: 0.0311334 | Time: 1599.86 ms
[2021-07-15 21:07:36 main:581] : INFO : Epoch 1714 | loss: 0.0310972 | val_loss: 0.0311335 | Time: 1473.82 ms
[2021-07-15 21:07:38 main:581] : INFO : Epoch 1715 | loss: 0.0310944 | val_loss: 0.0311319 | Time: 1452.06 ms
[2021-07-15 21:07:39 main:581] : INFO : Epoch 1716 | loss: 0.0310936 | val_loss: 0.0311342 | Time: 1428.64 ms
[2021-07-15 21:07:40 main:581] : INFO : Epoch 1717 | loss: 0.0310942 | val_loss: 0.0311344 | Time: 1458.69 ms
[2021-07-15 21:07:42 main:581] : INFO : Epoch 1718 | loss: 0.0310977 | val_loss: 0.0311342 | Time: 1465.29 ms
[2021-07-15 21:07:43 main:581] : INFO : Epoch 1719 | loss: 0.0310948 | val_loss: 0.0311319 | Time: 1429.66 ms
[2021-07-15 21:07:45 main:581] : INFO : Epoch 1720 | loss: 0.0310934 | val_loss: 0.0311321 | Time: 1436.91 ms
[2021-07-15 21:07:46 main:581] : INFO : Epoch 1721 | loss: 0.0310917 | val_loss: 0.0311366 | Time: 1429.48 ms
[2021-07-15 21:07:48 main:581] : INFO : Epoch 1722 | loss: 0.0310901 | val_loss: 0.0311356 | Time: 1427.86 ms
[2021-07-15 21:07:49 main:581] : INFO : Epoch 1723 | loss: 0.0310905 | val_loss: 0.0311366 | Time: 1468.04 ms
[2021-07-15 21:07:51 main:581] : INFO : Epoch 1724 | loss: 0.0310891 | val_loss: 0.0311414 | Time: 1464.36 ms
[2021-07-15 21:07:52 main:581] : INFO : Epoch 1725 | loss: 0.0310886 | val_loss: 0.0311359 | Time: 1472.65 ms
[2021-07-15 21:07:53 main:581] : INFO : Epoch 1726 | loss: 0.031088 | val_loss: 0.0311352 | Time: 1461.52 ms
[2021-07-15 21:07:55 main:581] : INFO : Epoch 1727 | loss: 0.0310868 | val_loss: 0.0311346 | Time: 1429.15 ms
[2021-07-15 21:07:56 main:581] : INFO : Epoch 1728 | loss: 0.0310877 | val_loss: 0.0311297 | Time: 1437.14 ms
[2021-07-15 21:07:58 main:581] : INFO : Epoch 1729 | loss: 0.0310895 | val_loss: 0.0311309 | Time: 1431.32 ms
[2021-07-15 21:07:59 main:581] : INFO : Epoch 1730 | loss: 0.03109 | val_loss: 0.0311305 | Time: 1428.67 ms
[2021-07-15 21:08:01 main:581] : INFO : Epoch 1731 | loss: 0.0310895 | val_loss: 0.0311339 | Time: 1439.57 ms
[2021-07-15 21:08:02 main:581] : INFO : Epoch 1732 | loss: 0.0310888 | val_loss: 0.0311352 | Time: 1430.2 ms
[2021-07-15 21:08:04 main:581] : INFO : Epoch 1733 | loss: 0.0310862 | val_loss: 0.0311423 | Time: 1451.95 ms
[2021-07-15 21:08:05 main:581] : INFO : Epoch 1734 | loss: 0.0310919 | val_loss: 0.0311336 | Time: 1463.86 ms
[2021-07-15 21:08:06 main:581] : INFO : Epoch 1735 | loss: 0.0310959 | val_loss: 0.0311385 | Time: 1467.4 ms
[2021-07-15 21:08:08 main:581] : INFO : Epoch 1736 | loss: 0.0310948 | val_loss: 0.0311337 | Time: 1468.34 ms
[2021-07-15 21:08:09 main:581] : INFO : Epoch 1737 | loss: 0.0310965 | val_loss: 0.0311315 | Time: 1440.58 ms
[2021-07-15 21:08:11 main:581] : INFO : Epoch 1738 | loss: 0.0310986 | val_loss: 0.0311377 | Time: 1429.42 ms
[2021-07-15 21:08:12 main:581] : INFO : Epoch 1739 | loss: 0.0311176 | val_loss: 0.0311387 | Time: 1437.54 ms
[2021-07-15 21:08:14 main:581] : INFO : Epoch 1740 | loss: 0.0311171 | val_loss: 0.0311355 | Time: 1429.94 ms
[2021-07-15 21:08:15 main:581] : INFO : Epoch 1741 | loss: 0.0311134 | val_loss: 0.0311378 | Time: 1448.63 ms
[2021-07-15 21:08:17 main:581] : INFO : Epoch 1742 | loss: 0.0311096 | val_loss: 0.0311334 | Time: 1431.07 ms
[2021-07-15 21:08:18 main:581] : INFO : Epoch 1743 | loss: 0.0311067 | val_loss: 0.031134 | Time: 1429.68 ms
[2021-07-15 21:08:19 main:581] : INFO : Epoch 1744 | loss: 0.0311048 | val_loss: 0.0311336 | Time: 1459.07 ms
[2021-07-15 21:08:21 main:581] : INFO : Epoch 1745 | loss: 0.0311037 | val_loss: 0.0311322 | Time: 1471.65 ms
[2021-07-15 21:08:22 main:581] : INFO : Epoch 1746 | loss: 0.0311038 | val_loss: 0.0311331 | Time: 1463.56 ms
[2021-07-15 21:08:24 main:581] : INFO : Epoch 1747 | loss: 0.0311124 | val_loss: 0.0311359 | Time: 1453.55 ms
[2021-07-15 21:08:25 main:581] : INFO : Epoch 1748 | loss: 0.0311151 | val_loss: 0.0311436 | Time: 1430.63 ms
[2021-07-15 21:08:27 main:581] : INFO : Epoch 1749 | loss: 0.0311206 | val_loss: 0.0311446 | Time: 1437.89 ms
[2021-07-15 21:08:28 main:581] : INFO : Epoch 1750 | loss: 0.0311173 | val_loss: 0.0311375 | Time: 1430.96 ms
[2021-07-15 21:08:30 main:581] : INFO : Epoch 1751 | loss: 0.0311135 | val_loss: 0.0311372 | Time: 1430.21 ms
[2021-07-15 21:08:31 main:581] : INFO : Epoch 1752 | loss: 0.0311117 | val_loss: 0.0311359 | Time: 1470.96 ms
[2021-07-15 21:08:32 main:581] : INFO : Epoch 1753 | loss: 0.0311095 | val_loss: 0.0311409 | Time: 1440.92 ms
[2021-07-15 21:08:34 main:581] : INFO : Epoch 1754 | loss: 0.0311097 | val_loss: 0.031143 | Time: 1429.66 ms
[2021-07-15 21:08:35 main:581] : INFO : Epoch 1755 | loss: 0.0311076 | val_loss: 0.0311379 | Time: 1455.03 ms
[2021-07-15 21:08:37 main:581] : INFO : Epoch 1756 | loss: 0.031106 | val_loss: 0.0311354 | Time: 1470.73 ms
[2021-07-15 21:08:38 main:581] : INFO : Epoch 1757 | loss: 0.031105 | val_loss: 0.0311349 | Time: 1468.34 ms
[2021-07-15 21:08:40 main:581] : INFO : Epoch 1758 | loss: 0.0311054 | val_loss: 0.0311353 | Time: 1430.32 ms
[2021-07-15 21:08:41 main:581] : INFO : Epoch 1759 | loss: 0.031105 | val_loss: 0.031134 | Time: 1427.02 ms
[2021-07-15 21:08:43 main:581] : INFO : Epoch 1760 | loss: 0.0311035 | val_loss: 0.0311321 | Time: 1436.03 ms
[2021-07-15 21:08:44 main:581] : INFO : Epoch 1761 | loss: 0.031105 | val_loss: 0.0311307 | Time: 1427.73 ms
[2021-07-15 21:08:45 main:581] : INFO : Epoch 1762 | loss: 0.0311047 | val_loss: 0.0311308 | Time: 1453.64 ms
[2021-07-15 21:08:47 main:581] : INFO : Epoch 1763 | loss: 0.0311021 | val_loss: 0.0311315 | Time: 1463.09 ms
[2021-07-15 21:08:48 main:581] : INFO : Epoch 1764 | loss: 0.0311004 | val_loss: 0.0311317 | Time: 1445.81 ms
[2021-07-15 21:08:50 main:581] : INFO : Epoch 1765 | loss: 0.0311008 | val_loss: 0.0311348 | Time: 1426.67 ms
[2021-07-15 21:08:51 main:581] : INFO : Epoch 1766 | loss: 0.0311009 | val_loss: 0.0311335 | Time: 1443.19 ms
[2021-07-15 21:08:53 main:581] : INFO : Epoch 1767 | loss: 0.0311002 | val_loss: 0.0311323 | Time: 1464.33 ms
[2021-07-15 21:08:54 main:581] : INFO : Epoch 1768 | loss: 0.0310985 | val_loss: 0.0311314 | Time: 1440.77 ms
[2021-07-15 21:08:56 main:581] : INFO : Epoch 1769 | loss: 0.0311 | val_loss: 0.0311376 | Time: 1430.22 ms
[2021-07-15 21:08:57 main:581] : INFO : Epoch 1770 | loss: 0.0310993 | val_loss: 0.0311338 | Time: 1438 ms
[2021-07-15 21:08:58 main:581] : INFO : Epoch 1771 | loss: 0.0310994 | val_loss: 0.031139 | Time: 1428.63 ms
[2021-07-15 21:09:00 main:581] : INFO : Epoch 1772 | loss: 0.0311042 | val_loss: 0.0311597 | Time: 1673.19 ms
[2021-07-15 21:09:02 main:581] : INFO : Epoch 1773 | loss: 0.0311623 | val_loss: 0.0316243 | Time: 1841.38 ms
[2021-07-15 21:09:04 main:581] : INFO : Epoch 1774 | loss: 0.0320816 | val_loss: 0.0318939 | Time: 1619.4 ms
[2021-07-15 21:09:05 main:581] : INFO : Epoch 1775 | loss: 0.031661 | val_loss: 0.0313416 | Time: 1431.75 ms
[2021-07-15 21:09:06 main:581] : INFO : Epoch 1776 | loss: 0.0312195 | val_loss: 0.0311574 | Time: 1427.22 ms
[2021-07-15 21:09:08 main:581] : INFO : Epoch 1777 | loss: 0.0311225 | val_loss: 0.0311513 | Time: 1454.98 ms
[2021-07-15 21:09:09 main:581] : INFO : Epoch 1778 | loss: 0.0311088 | val_loss: 0.0311468 | Time: 1437.28 ms
[2021-07-15 21:09:11 main:581] : INFO : Epoch 1779 | loss: 0.0311037 | val_loss: 0.0311406 | Time: 1426.72 ms
[2021-07-15 21:09:12 main:581] : INFO : Epoch 1780 | loss: 0.0311026 | val_loss: 0.0311417 | Time: 1437.73 ms
[2021-07-15 21:09:14 main:581] : INFO : Epoch 1781 | loss: 0.0310984 | val_loss: 0.0311385 | Time: 1429.08 ms
[2021-07-15 21:09:15 main:581] : INFO : Epoch 1782 | loss: 0.0310973 | val_loss: 0.0311395 | Time: 1447.45 ms
[2021-07-15 21:09:17 main:581] : INFO : Epoch 1783 | loss: 0.0310971 | val_loss: 0.0311351 | Time: 1464.54 ms
[2021-07-15 21:09:18 main:581] : INFO : Epoch 1784 | loss: 0.0310965 | val_loss: 0.031137 | Time: 1464.48 ms
[2021-07-15 21:09:19 main:581] : INFO : Epoch 1785 | loss: 0.0310985 | val_loss: 0.0311329 | Time: 1464.75 ms
[2021-07-15 21:09:21 main:581] : INFO : Epoch 1786 | loss: 0.0310979 | val_loss: 0.0311369 | Time: 1440.19 ms
[2021-07-15 21:09:22 main:581] : INFO : Epoch 1787 | loss: 0.0310959 | val_loss: 0.031144 | Time: 1426.85 ms
[2021-07-15 21:09:24 main:581] : INFO : Epoch 1788 | loss: 0.0310944 | val_loss: 0.0311353 | Time: 1439.75 ms
[2021-07-15 21:09:25 main:581] : INFO : Epoch 1789 | loss: 0.031095 | val_loss: 0.0311384 | Time: 1428.07 ms
[2021-07-15 21:09:27 main:581] : INFO : Epoch 1790 | loss: 0.0310971 | val_loss: 0.0311344 | Time: 1435.78 ms
[2021-07-15 21:09:28 main:581] : INFO : Epoch 1791 | loss: 0.0310979 | val_loss: 0.0311355 | Time: 1427.43 ms
[2021-07-15 21:09:30 main:581] : INFO : Epoch 1792 | loss: 0.031098 | val_loss: 0.0311367 | Time: 1424.91 ms
[2021-07-15 21:09:31 main:581] : INFO : Epoch 1793 | loss: 0.0310951 | val_loss: 0.0311412 | Time: 1430.05 ms
[2021-07-15 21:09:32 main:581] : INFO : Epoch 1794 | loss: 0.0310963 | val_loss: 0.0311368 | Time: 1429.89 ms
[2021-07-15 21:09:34 main:581] : INFO : Epoch 1795 | loss: 0.0310928 | val_loss: 0.0311401 | Time: 1428.58 ms
[2021-07-15 21:09:35 main:581] : INFO : Epoch 1796 | loss: 0.0310933 | val_loss: 0.0311376 | Time: 1429.15 ms
[2021-07-15 21:09:37 main:581] : INFO : Epoch 1797 | loss: 0.031093 | val_loss: 0.0311361 | Time: 1425.11 ms
[2021-07-15 21:09:38 main:581] : INFO : Epoch 1798 | loss: 0.031091 | val_loss: 0.0311364 | Time: 1425.54 ms
[2021-07-15 21:09:40 main:581] : INFO : Epoch 1799 | loss: 0.031091 | val_loss: 0.0311338 | Time: 1424.78 ms
[2021-07-15 21:09:41 main:581] : INFO : Epoch 1800 | loss: 0.0310917 | val_loss: 0.0311374 | Time: 1425.8 ms
[2021-07-15 21:09:42 main:581] : INFO : Epoch 1801 | loss: 0.0310896 | val_loss: 0.0311338 | Time: 1427.18 ms
[2021-07-15 21:09:44 main:581] : INFO : Epoch 1802 | loss: 0.0310902 | val_loss: 0.031136 | Time: 1423.44 ms
[2021-07-15 21:09:45 main:581] : INFO : Epoch 1803 | loss: 0.0310913 | val_loss: 0.0311382 | Time: 1423.6 ms
[2021-07-15 21:09:47 main:581] : INFO : Epoch 1804 | loss: 0.0310901 | val_loss: 0.0311353 | Time: 1430.26 ms
[2021-07-15 21:09:48 main:581] : INFO : Epoch 1805 | loss: 0.0310896 | val_loss: 0.0311376 | Time: 1428.06 ms
[2021-07-15 21:09:49 main:581] : INFO : Epoch 1806 | loss: 0.0310894 | val_loss: 0.0311345 | Time: 1429.32 ms
[2021-07-15 21:09:51 main:581] : INFO : Epoch 1807 | loss: 0.0310892 | val_loss: 0.0311414 | Time: 1605.79 ms
[2021-07-15 21:09:53 main:581] : INFO : Epoch 1808 | loss: 0.0310894 | val_loss: 0.0311354 | Time: 1424.69 ms
[2021-07-15 21:09:54 main:581] : INFO : Epoch 1809 | loss: 0.0310896 | val_loss: 0.0311376 | Time: 1476.32 ms
[2021-07-15 21:09:56 main:581] : INFO : Epoch 1810 | loss: 0.0310981 | val_loss: 0.0311374 | Time: 1849.24 ms
[2021-07-15 21:09:58 main:581] : INFO : Epoch 1811 | loss: 0.0310996 | val_loss: 0.0311364 | Time: 1695.62 ms
[2021-07-15 21:09:59 main:581] : INFO : Epoch 1812 | loss: 0.0311009 | val_loss: 0.031143 | Time: 1445.2 ms
[2021-07-15 21:10:00 main:581] : INFO : Epoch 1813 | loss: 0.0310971 | val_loss: 0.0311345 | Time: 1427.68 ms
[2021-07-15 21:10:02 main:581] : INFO : Epoch 1814 | loss: 0.0310962 | val_loss: 0.0311394 | Time: 1427.18 ms
[2021-07-15 21:10:03 main:581] : INFO : Epoch 1815 | loss: 0.031094 | val_loss: 0.0311413 | Time: 1430.44 ms
[2021-07-15 21:10:05 main:581] : INFO : Epoch 1816 | loss: 0.0310923 | val_loss: 0.0311383 | Time: 1426.96 ms
[2021-07-15 21:10:06 main:581] : INFO : Epoch 1817 | loss: 0.0310921 | val_loss: 0.0311367 | Time: 1423.76 ms
[2021-07-15 21:10:08 main:581] : INFO : Epoch 1818 | loss: 0.0310907 | val_loss: 0.0311465 | Time: 1426.98 ms
[2021-07-15 21:10:09 main:581] : INFO : Epoch 1819 | loss: 0.0310988 | val_loss: 0.0311402 | Time: 1426.04 ms
[2021-07-15 21:10:10 main:581] : INFO : Epoch 1820 | loss: 0.0310979 | val_loss: 0.0311391 | Time: 1425.49 ms
[2021-07-15 21:10:12 main:581] : INFO : Epoch 1821 | loss: 0.0310963 | val_loss: 0.0311359 | Time: 1425.71 ms
[2021-07-15 21:10:13 main:581] : INFO : Epoch 1822 | loss: 0.0310953 | val_loss: 0.0311409 | Time: 1428.84 ms
[2021-07-15 21:10:15 main:581] : INFO : Epoch 1823 | loss: 0.0310946 | val_loss: 0.0311338 | Time: 1425.52 ms
[2021-07-15 21:10:16 main:581] : INFO : Epoch 1824 | loss: 0.0310963 | val_loss: 0.0311369 | Time: 1424.48 ms
[2021-07-15 21:10:18 main:581] : INFO : Epoch 1825 | loss: 0.0310952 | val_loss: 0.0311379 | Time: 1425.81 ms
[2021-07-15 21:10:19 main:581] : INFO : Epoch 1826 | loss: 0.0310938 | val_loss: 0.0311359 | Time: 1427.99 ms
[2021-07-15 21:10:20 main:581] : INFO : Epoch 1827 | loss: 0.0310939 | val_loss: 0.0311402 | Time: 1425.94 ms
[2021-07-15 21:10:22 main:581] : INFO : Epoch 1828 | loss: 0.0310947 | val_loss: 0.031139 | Time: 1425.88 ms
[2021-07-15 21:10:23 main:581] : INFO : Epoch 1829 | loss: 0.0310949 | val_loss: 0.0311369 | Time: 1425.61 ms
[2021-07-15 21:10:25 main:581] : INFO : Epoch 1830 | loss: 0.0310958 | val_loss: 0.0311356 | Time: 1425.3 ms
[2021-07-15 21:10:26 main:581] : INFO : Epoch 1831 | loss: 0.0310954 | val_loss: 0.0311398 | Time: 1425.09 ms
[2021-07-15 21:10:28 main:581] : INFO : Epoch 1832 | loss: 0.031094 | val_loss: 0.0311408 | Time: 1430.14 ms
[2021-07-15 21:10:29 main:581] : INFO : Epoch 1833 | loss: 0.0310937 | val_loss: 0.0311405 | Time: 1427.88 ms
[2021-07-15 21:10:30 main:581] : INFO : Epoch 1834 | loss: 0.0310938 | val_loss: 0.0311391 | Time: 1427.07 ms
[2021-07-15 21:10:32 main:581] : INFO : Epoch 1835 | loss: 0.0310932 | val_loss: 0.0311371 | Time: 1424.07 ms
[2021-07-15 21:10:33 main:581] : INFO : Epoch 1836 | loss: 0.031093 | val_loss: 0.0311333 | Time: 1425.77 ms
[2021-07-15 21:10:35 main:581] : INFO : Epoch 1837 | loss: 0.0310933 | val_loss: 0.0311335 | Time: 1427.94 ms
[2021-07-15 21:10:36 main:581] : INFO : Epoch 1838 | loss: 0.0310982 | val_loss: 0.0311359 | Time: 1425.34 ms
[2021-07-15 21:10:38 main:581] : INFO : Epoch 1839 | loss: 0.0310953 | val_loss: 0.0311368 | Time: 1426.04 ms
[2021-07-15 21:10:39 main:581] : INFO : Epoch 1840 | loss: 0.0310975 | val_loss: 0.0311365 | Time: 1423.51 ms
[2021-07-15 21:10:40 main:581] : INFO : Epoch 1841 | loss: 0.0310968 | val_loss: 0.0311333 | Time: 1424.07 ms
[2021-07-15 21:10:42 main:581] : INFO : Epoch 1842 | loss: 0.0310946 | val_loss: 0.0311376 | Time: 1425.8 ms
[2021-07-15 21:10:43 main:581] : INFO : Epoch 1843 | loss: 0.031095 | val_loss: 0.0311391 | Time: 1427.28 ms
[2021-07-15 21:10:45 main:581] : INFO : Epoch 1844 | loss: 0.0310983 | val_loss: 0.0311442 | Time: 1426.71 ms
[2021-07-15 21:10:46 main:581] : INFO : Epoch 1845 | loss: 0.0310999 | val_loss: 0.0311405 | Time: 1427.53 ms
[2021-07-15 21:10:47 main:581] : INFO : Epoch 1846 | loss: 0.0310969 | val_loss: 0.0311356 | Time: 1425.44 ms
[2021-07-15 21:10:49 main:581] : INFO : Epoch 1847 | loss: 0.0310939 | val_loss: 0.0311385 | Time: 1426.16 ms
[2021-07-15 21:10:50 main:581] : INFO : Epoch 1848 | loss: 0.0310931 | val_loss: 0.0311414 | Time: 1423.42 ms
[2021-07-15 21:10:52 main:581] : INFO : Epoch 1849 | loss: 0.0310917 | val_loss: 0.0311383 | Time: 1424.69 ms
[2021-07-15 21:10:53 main:581] : INFO : Epoch 1850 | loss: 0.0310947 | val_loss: 0.0311345 | Time: 1424.59 ms
[2021-07-15 21:10:55 main:581] : INFO : Epoch 1851 | loss: 0.0310935 | val_loss: 0.0311325 | Time: 1425.5 ms
[2021-07-15 21:10:56 main:581] : INFO : Epoch 1852 | loss: 0.0310971 | val_loss: 0.0311378 | Time: 1424.38 ms
[2021-07-15 21:10:57 main:581] : INFO : Epoch 1853 | loss: 0.0310942 | val_loss: 0.0311356 | Time: 1423.7 ms
[2021-07-15 21:10:59 main:581] : INFO : Epoch 1854 | loss: 0.031093 | val_loss: 0.0311372 | Time: 1426.34 ms
[2021-07-15 21:11:00 main:581] : INFO : Epoch 1855 | loss: 0.0310957 | val_loss: 0.0311344 | Time: 1426.44 ms
[2021-07-15 21:11:02 main:581] : INFO : Epoch 1856 | loss: 0.0310956 | val_loss: 0.0311377 | Time: 1426.79 ms
[2021-07-15 21:11:03 main:581] : INFO : Epoch 1857 | loss: 0.0310971 | val_loss: 0.0311402 | Time: 1426.76 ms
[2021-07-15 21:11:05 main:581] : INFO : Epoch 1858 | loss: 0.0310999 | val_loss: 0.0311435 | Time: 1422.31 ms
[2021-07-15 21:11:06 main:581] : INFO : Epoch 1859 | loss: 0.0311029 | val_loss: 0.0311359 | Time: 1422.46 ms
[2021-07-15 21:11:07 main:581] : INFO : Epoch 1860 | loss: 0.0311008 | val_loss: 0.0311352 | Time: 1458.81 ms
[2021-07-15 21:11:09 main:581] : INFO : Epoch 1861 | loss: 0.0310963 | val_loss: 0.0311381 | Time: 1586.52 ms
[2021-07-15 21:11:11 main:581] : INFO : Epoch 1862 | loss: 0.0310925 | val_loss: 0.0311348 | Time: 1476.36 ms
[2021-07-15 21:11:12 main:581] : INFO : Epoch 1863 | loss: 0.0310906 | val_loss: 0.031139 | Time: 1427.64 ms
[2021-07-15 21:11:13 main:581] : INFO : Epoch 1864 | loss: 0.0310896 | val_loss: 0.0311388 | Time: 1427.17 ms
[2021-07-15 21:11:15 main:581] : INFO : Epoch 1865 | loss: 0.0310977 | val_loss: 0.0311427 | Time: 1426.36 ms
[2021-07-15 21:11:16 main:581] : INFO : Epoch 1866 | loss: 0.0310993 | val_loss: 0.0311384 | Time: 1429.89 ms
[2021-07-15 21:11:18 main:581] : INFO : Epoch 1867 | loss: 0.0310976 | val_loss: 0.0311373 | Time: 1429.42 ms
[2021-07-15 21:11:19 main:581] : INFO : Epoch 1868 | loss: 0.0310959 | val_loss: 0.031137 | Time: 1428.27 ms
[2021-07-15 21:11:21 main:581] : INFO : Epoch 1869 | loss: 0.0310951 | val_loss: 0.0311404 | Time: 1427.64 ms
[2021-07-15 21:11:22 main:581] : INFO : Epoch 1870 | loss: 0.031095 | val_loss: 0.0311334 | Time: 1425.42 ms
[2021-07-15 21:11:23 main:581] : INFO : Epoch 1871 | loss: 0.0310919 | val_loss: 0.0311322 | Time: 1431.25 ms
[2021-07-15 21:11:25 main:581] : INFO : Epoch 1872 | loss: 0.031092 | val_loss: 0.0311373 | Time: 1446.01 ms
[2021-07-15 21:11:26 main:581] : INFO : Epoch 1873 | loss: 0.0310939 | val_loss: 0.0311379 | Time: 1436.84 ms
[2021-07-15 21:11:28 main:581] : INFO : Epoch 1874 | loss: 0.0310909 | val_loss: 0.0311403 | Time: 1429.75 ms
[2021-07-15 21:11:29 main:581] : INFO : Epoch 1875 | loss: 0.0310904 | val_loss: 0.0311408 | Time: 1430.44 ms
[2021-07-15 21:11:31 main:581] : INFO : Epoch 1876 | loss: 0.0310917 | val_loss: 0.0311406 | Time: 1427.94 ms
[2021-07-15 21:11:32 main:581] : INFO : Epoch 1877 | loss: 0.0310936 | val_loss: 0.0311348 | Time: 1429.35 ms
[2021-07-15 21:11:33 main:581] : INFO : Epoch 1878 | loss: 0.0310929 | val_loss: 0.03113 | Time: 1429.85 ms
[2021-07-15 21:11:35 main:581] : INFO : Epoch 1879 | loss: 0.031093 | val_loss: 0.0311369 | Time: 1448.09 ms
[2021-07-15 21:11:36 main:581] : INFO : Epoch 1880 | loss: 0.0310919 | val_loss: 0.0311348 | Time: 1434.1 ms
[2021-07-15 21:11:38 main:581] : INFO : Epoch 1881 | loss: 0.0310907 | val_loss: 0.0311334 | Time: 1430.23 ms
[2021-07-15 21:11:39 main:581] : INFO : Epoch 1882 | loss: 0.0310917 | val_loss: 0.0311344 | Time: 1430.54 ms
[2021-07-15 21:11:41 main:581] : INFO : Epoch 1883 | loss: 0.0310914 | val_loss: 0.0311388 | Time: 1428.06 ms
[2021-07-15 21:11:42 main:581] : INFO : Epoch 1884 | loss: 0.0310905 | val_loss: 0.0311385 | Time: 1430.26 ms
[2021-07-15 21:11:43 main:581] : INFO : Epoch 1885 | loss: 0.0310889 | val_loss: 0.0311471 | Time: 1431.1 ms
[2021-07-15 21:11:45 main:581] : INFO : Epoch 1886 | loss: 0.0310869 | val_loss: 0.031141 | Time: 1426.49 ms
[2021-07-15 21:11:46 main:581] : INFO : Epoch 1887 | loss: 0.0310859 | val_loss: 0.0311365 | Time: 1434.85 ms
[2021-07-15 21:11:48 main:581] : INFO : Epoch 1888 | loss: 0.0310882 | val_loss: 0.0311365 | Time: 1453.87 ms
[2021-07-15 21:11:49 main:581] : INFO : Epoch 1889 | loss: 0.0310893 | val_loss: 0.0311346 | Time: 1436.83 ms
[2021-07-15 21:11:51 main:581] : INFO : Epoch 1890 | loss: 0.0310886 | val_loss: 0.0311306 | Time: 1429.88 ms
[2021-07-15 21:11:52 main:581] : INFO : Epoch 1891 | loss: 0.0310878 | val_loss: 0.0311311 | Time: 1429.31 ms
[2021-07-15 21:11:54 main:581] : INFO : Epoch 1892 | loss: 0.0310866 | val_loss: 0.0311352 | Time: 1428.37 ms
[2021-07-15 21:11:55 main:581] : INFO : Epoch 1893 | loss: 0.0311042 | val_loss: 0.0311387 | Time: 1427.98 ms
[2021-07-15 21:11:56 main:581] : INFO : Epoch 1894 | loss: 0.0311161 | val_loss: 0.0311396 | Time: 1432.39 ms
[2021-07-15 21:11:58 main:581] : INFO : Epoch 1895 | loss: 0.0311118 | val_loss: 0.0311396 | Time: 1431.41 ms
[2021-07-15 21:11:59 main:581] : INFO : Epoch 1896 | loss: 0.0311092 | val_loss: 0.0311374 | Time: 1432.91 ms
[2021-07-15 21:12:01 main:581] : INFO : Epoch 1897 | loss: 0.0311057 | val_loss: 0.0311344 | Time: 1454.67 ms
[2021-07-15 21:12:02 main:581] : INFO : Epoch 1898 | loss: 0.0311043 | val_loss: 0.0311321 | Time: 1432.64 ms
[2021-07-15 21:12:04 main:581] : INFO : Epoch 1899 | loss: 0.031099 | val_loss: 0.0311329 | Time: 1429.87 ms
[2021-07-15 21:12:05 main:581] : INFO : Epoch 1900 | loss: 0.0310988 | val_loss: 0.031132 | Time: 1428.03 ms
[2021-07-15 21:12:06 main:581] : INFO : Epoch 1901 | loss: 0.0310962 | val_loss: 0.0311354 | Time: 1428.92 ms
[2021-07-15 21:12:08 main:581] : INFO : Epoch 1902 | loss: 0.0310959 | val_loss: 0.031138 | Time: 1428.58 ms
[2021-07-15 21:12:09 main:581] : INFO : Epoch 1903 | loss: 0.0310962 | val_loss: 0.0311333 | Time: 1472.65 ms
[2021-07-15 21:12:11 main:581] : INFO : Epoch 1904 | loss: 0.0310944 | val_loss: 0.0311331 | Time: 1431.72 ms
[2021-07-15 21:12:12 main:581] : INFO : Epoch 1905 | loss: 0.031094 | val_loss: 0.0311346 | Time: 1431.22 ms
[2021-07-15 21:12:14 main:581] : INFO : Epoch 1906 | loss: 0.0310955 | val_loss: 0.0311311 | Time: 1482.93 ms
[2021-07-15 21:12:15 main:581] : INFO : Epoch 1907 | loss: 0.031095 | val_loss: 0.0311366 | Time: 1428.75 ms
[2021-07-15 21:12:17 main:581] : INFO : Epoch 1908 | loss: 0.0310924 | val_loss: 0.0311332 | Time: 1430.69 ms
[2021-07-15 21:12:18 main:581] : INFO : Epoch 1909 | loss: 0.0310914 | val_loss: 0.0311326 | Time: 1428.16 ms
[2021-07-15 21:12:19 main:581] : INFO : Epoch 1910 | loss: 0.0310904 | val_loss: 0.031137 | Time: 1428.86 ms
[2021-07-15 21:12:21 main:581] : INFO : Epoch 1911 | loss: 0.0310925 | val_loss: 0.0311393 | Time: 1428.95 ms
[2021-07-15 21:12:22 main:581] : INFO : Epoch 1912 | loss: 0.0310916 | val_loss: 0.0311304 | Time: 1428.47 ms
[2021-07-15 21:12:24 main:581] : INFO : Epoch 1913 | loss: 0.0310939 | val_loss: 0.0311338 | Time: 1427.09 ms
[2021-07-15 21:12:25 main:581] : INFO : Epoch 1914 | loss: 0.031093 | val_loss: 0.0311355 | Time: 1426.11 ms
[2021-07-15 21:12:27 main:581] : INFO : Epoch 1915 | loss: 0.0311165 | val_loss: 0.0311508 | Time: 1430.42 ms
[2021-07-15 21:12:28 main:581] : INFO : Epoch 1916 | loss: 0.0311251 | val_loss: 0.0311459 | Time: 1428.88 ms
[2021-07-15 21:12:29 main:581] : INFO : Epoch 1917 | loss: 0.0311259 | val_loss: 0.0311495 | Time: 1428.17 ms
[2021-07-15 21:12:31 main:581] : INFO : Epoch 1918 | loss: 0.0311251 | val_loss: 0.0311487 | Time: 1430.82 ms
[2021-07-15 21:12:32 main:581] : INFO : Epoch 1919 | loss: 0.0311227 | val_loss: 0.0311452 | Time: 1428.43 ms
[2021-07-15 21:12:34 main:581] : INFO : Epoch 1920 | loss: 0.0311199 | val_loss: 0.0311486 | Time: 1429.72 ms
[2021-07-15 21:12:35 main:581] : INFO : Epoch 1921 | loss: 0.0311174 | val_loss: 0.0311435 | Time: 1429.46 ms
[2021-07-15 21:12:37 main:581] : INFO : Epoch 1922 | loss: 0.0311168 | val_loss: 0.0311419 | Time: 1428.11 ms
[2021-07-15 21:12:38 main:581] : INFO : Epoch 1923 | loss: 0.031114 | val_loss: 0.0311402 | Time: 1429.76 ms
[2021-07-15 21:12:39 main:581] : INFO : Epoch 1924 | loss: 0.0311127 | val_loss: 0.0311405 | Time: 1426.08 ms
[2021-07-15 21:12:41 main:581] : INFO : Epoch 1925 | loss: 0.0311132 | val_loss: 0.0311414 | Time: 1428.42 ms
[2021-07-15 21:12:42 main:581] : INFO : Epoch 1926 | loss: 0.0311146 | val_loss: 0.0311399 | Time: 1426.18 ms
[2021-07-15 21:12:44 main:581] : INFO : Epoch 1927 | loss: 0.0311125 | val_loss: 0.0311385 | Time: 1428.36 ms
[2021-07-15 21:12:45 main:581] : INFO : Epoch 1928 | loss: 0.0311138 | val_loss: 0.0311396 | Time: 1428.45 ms
[2021-07-15 21:12:47 main:581] : INFO : Epoch 1929 | loss: 0.0311138 | val_loss: 0.0311381 | Time: 1427.95 ms
[2021-07-15 21:12:48 main:581] : INFO : Epoch 1930 | loss: 0.0311132 | val_loss: 0.0311361 | Time: 1425.57 ms
[2021-07-15 21:12:49 main:581] : INFO : Epoch 1931 | loss: 0.0311099 | val_loss: 0.0311324 | Time: 1496.37 ms
[2021-07-15 21:12:51 main:581] : INFO : Epoch 1932 | loss: 0.0311078 | val_loss: 0.03113 | Time: 1429.46 ms
[2021-07-15 21:12:53 main:581] : INFO : Epoch 1933 | loss: 0.0311088 | val_loss: 0.0311309 | Time: 1642.3 ms
[2021-07-15 21:12:54 main:581] : INFO : Epoch 1934 | loss: 0.0311096 | val_loss: 0.0311305 | Time: 1427.84 ms
[2021-07-15 21:12:55 main:581] : INFO : Epoch 1935 | loss: 0.031107 | val_loss: 0.031133 | Time: 1422.9 ms
[2021-07-15 21:12:57 main:581] : INFO : Epoch 1936 | loss: 0.0311043 | val_loss: 0.0311336 | Time: 1424 ms
[2021-07-15 21:12:58 main:581] : INFO : Epoch 1937 | loss: 0.0311035 | val_loss: 0.0311354 | Time: 1426.93 ms
[2021-07-15 21:13:00 main:581] : INFO : Epoch 1938 | loss: 0.0311079 | val_loss: 0.0311348 | Time: 1430.37 ms
[2021-07-15 21:13:01 main:581] : INFO : Epoch 1939 | loss: 0.0311078 | val_loss: 0.0311314 | Time: 1431.65 ms
[2021-07-15 21:13:02 main:581] : INFO : Epoch 1940 | loss: 0.0311041 | val_loss: 0.0311338 | Time: 1425.19 ms
[2021-07-15 21:13:04 main:581] : INFO : Epoch 1941 | loss: 0.0311035 | val_loss: 0.0311292 | Time: 1427.24 ms
[2021-07-15 21:13:05 main:581] : INFO : Epoch 1942 | loss: 0.0311031 | val_loss: 0.0311293 | Time: 1425.16 ms
[2021-07-15 21:13:07 main:581] : INFO : Epoch 1943 | loss: 0.0311035 | val_loss: 0.0311298 | Time: 1424.05 ms
[2021-07-15 21:13:08 main:581] : INFO : Epoch 1944 | loss: 0.0311037 | val_loss: 0.0311344 | Time: 1610.21 ms
[2021-07-15 21:13:10 main:581] : INFO : Epoch 1945 | loss: 0.0311026 | val_loss: 0.0311356 | Time: 1563.23 ms
[2021-07-15 21:13:11 main:581] : INFO : Epoch 1946 | loss: 0.0311001 | val_loss: 0.0311336 | Time: 1427.24 ms
[2021-07-15 21:13:13 main:581] : INFO : Epoch 1947 | loss: 0.0310995 | val_loss: 0.0311312 | Time: 1423.26 ms
[2021-07-15 21:13:15 main:581] : INFO : Epoch 1948 | loss: 0.0310992 | val_loss: 0.0311386 | Time: 1748.25 ms
[2021-07-15 21:13:16 main:581] : INFO : Epoch 1949 | loss: 0.0311007 | val_loss: 0.031132 | Time: 1554.13 ms
[2021-07-15 21:13:18 main:581] : INFO : Epoch 1950 | loss: 0.0310988 | val_loss: 0.0311367 | Time: 1426 ms
[2021-07-15 21:13:19 main:581] : INFO : Epoch 1951 | loss: 0.0310997 | val_loss: 0.0311434 | Time: 1425.74 ms
[2021-07-15 21:13:20 main:581] : INFO : Epoch 1952 | loss: 0.0310993 | val_loss: 0.0311325 | Time: 1446.01 ms
[2021-07-15 21:13:22 main:581] : INFO : Epoch 1953 | loss: 0.0310977 | val_loss: 0.0311338 | Time: 1427.98 ms
[2021-07-15 21:13:23 main:581] : INFO : Epoch 1954 | loss: 0.0310965 | val_loss: 0.0311354 | Time: 1428.35 ms
[2021-07-15 21:13:25 main:581] : INFO : Epoch 1955 | loss: 0.031094 | val_loss: 0.0311335 | Time: 1429.82 ms
[2021-07-15 21:13:26 main:581] : INFO : Epoch 1956 | loss: 0.0310945 | val_loss: 0.0311348 | Time: 1432.24 ms
[2021-07-15 21:13:28 main:581] : INFO : Epoch 1957 | loss: 0.0311057 | val_loss: 0.0311351 | Time: 1425.95 ms
[2021-07-15 21:13:29 main:581] : INFO : Epoch 1958 | loss: 0.0311039 | val_loss: 0.0311375 | Time: 1425.26 ms
[2021-07-15 21:13:30 main:581] : INFO : Epoch 1959 | loss: 0.0311018 | val_loss: 0.0311349 | Time: 1429.89 ms
[2021-07-15 21:13:32 main:581] : INFO : Epoch 1960 | loss: 0.0311012 | val_loss: 0.0311383 | Time: 1432.2 ms
[2021-07-15 21:13:33 main:581] : INFO : Epoch 1961 | loss: 0.0311 | val_loss: 0.0311316 | Time: 1424.03 ms
[2021-07-15 21:13:35 main:581] : INFO : Epoch 1962 | loss: 0.0310994 | val_loss: 0.0311352 | Time: 1425.06 ms
[2021-07-15 21:13:36 main:581] : INFO : Epoch 1963 | loss: 0.0310987 | val_loss: 0.0311397 | Time: 1424.35 ms
[2021-07-15 21:13:38 main:581] : INFO : Epoch 1964 | loss: 0.0310999 | val_loss: 0.031137 | Time: 1424.32 ms
[2021-07-15 21:13:39 main:581] : INFO : Epoch 1965 | loss: 0.031097 | val_loss: 0.0311389 | Time: 1429.99 ms
[2021-07-15 21:13:40 main:581] : INFO : Epoch 1966 | loss: 0.0310976 | val_loss: 0.0311436 | Time: 1426.98 ms
[2021-07-15 21:13:42 main:581] : INFO : Epoch 1967 | loss: 0.0310969 | val_loss: 0.0311405 | Time: 1431.08 ms
[2021-07-15 21:13:43 main:581] : INFO : Epoch 1968 | loss: 0.0310959 | val_loss: 0.0311384 | Time: 1427.58 ms
[2021-07-15 21:13:45 main:581] : INFO : Epoch 1969 | loss: 0.0310976 | val_loss: 0.031141 | Time: 1424.57 ms
[2021-07-15 21:13:46 main:581] : INFO : Epoch 1970 | loss: 0.031096 | val_loss: 0.0311364 | Time: 1427.67 ms
[2021-07-15 21:13:48 main:581] : INFO : Epoch 1971 | loss: 0.0310972 | val_loss: 0.0311423 | Time: 1423.83 ms
[2021-07-15 21:13:49 main:581] : INFO : Epoch 1972 | loss: 0.0310995 | val_loss: 0.0311439 | Time: 1424.99 ms
[2021-07-15 21:13:50 main:581] : INFO : Epoch 1973 | loss: 0.0311004 | val_loss: 0.0311415 | Time: 1425.75 ms
[2021-07-15 21:13:52 main:581] : INFO : Epoch 1974 | loss: 0.0310996 | val_loss: 0.0311508 | Time: 1429.1 ms
[2021-07-15 21:13:53 main:581] : INFO : Epoch 1975 | loss: 0.0311254 | val_loss: 0.0311464 | Time: 1427.45 ms
[2021-07-15 21:13:55 main:581] : INFO : Epoch 1976 | loss: 0.0311558 | val_loss: 0.0311899 | Time: 1427.35 ms
[2021-07-15 21:13:56 main:581] : INFO : Epoch 1977 | loss: 0.0311683 | val_loss: 0.031171 | Time: 1426.59 ms
[2021-07-15 21:13:58 main:581] : INFO : Epoch 1978 | loss: 0.0311548 | val_loss: 0.0311644 | Time: 1428.19 ms
[2021-07-15 21:13:59 main:581] : INFO : Epoch 1979 | loss: 0.0311471 | val_loss: 0.0311639 | Time: 1427.21 ms
[2021-07-15 21:14:00 main:581] : INFO : Epoch 1980 | loss: 0.0311414 | val_loss: 0.0311569 | Time: 1422.88 ms
[2021-07-15 21:14:02 main:581] : INFO : Epoch 1981 | loss: 0.0311382 | val_loss: 0.0311562 | Time: 1428.04 ms
[2021-07-15 21:14:03 main:581] : INFO : Epoch 1982 | loss: 0.0311353 | val_loss: 0.0311556 | Time: 1425.3 ms
[2021-07-15 21:14:05 main:581] : INFO : Epoch 1983 | loss: 0.0311346 | val_loss: 0.0311504 | Time: 1429.81 ms
[2021-07-15 21:14:06 main:581] : INFO : Epoch 1984 | loss: 0.0311287 | val_loss: 0.031152 | Time: 1426.59 ms
[2021-07-15 21:14:07 main:581] : INFO : Epoch 1985 | loss: 0.0311276 | val_loss: 0.0311525 | Time: 1423.49 ms
[2021-07-15 21:14:09 main:581] : INFO : Epoch 1986 | loss: 0.0311253 | val_loss: 0.0311511 | Time: 1426.58 ms
[2021-07-15 21:14:10 main:581] : INFO : Epoch 1987 | loss: 0.0311225 | val_loss: 0.0311499 | Time: 1428.56 ms
[2021-07-15 21:14:12 main:581] : INFO : Epoch 1988 | loss: 0.0311223 | val_loss: 0.0311454 | Time: 1430.07 ms
[2021-07-15 21:14:13 main:581] : INFO : Epoch 1989 | loss: 0.0311195 | val_loss: 0.0311507 | Time: 1430.35 ms
[2021-07-15 21:14:15 main:581] : INFO : Epoch 1990 | loss: 0.03112 | val_loss: 0.0311501 | Time: 1424.49 ms
[2021-07-15 21:14:16 main:581] : INFO : Epoch 1991 | loss: 0.0311246 | val_loss: 0.0311538 | Time: 1426.48 ms
[2021-07-15 21:14:17 main:581] : INFO : Epoch 1992 | loss: 0.0311211 | val_loss: 0.0311487 | Time: 1424.73 ms
[2021-07-15 21:14:19 main:581] : INFO : Epoch 1993 | loss: 0.031121 | val_loss: 0.0311504 | Time: 1429.38 ms
[2021-07-15 21:14:20 main:581] : INFO : Epoch 1994 | loss: 0.0311205 | val_loss: 0.0311523 | Time: 1429.1 ms
[2021-07-15 21:14:22 main:581] : INFO : Epoch 1995 | loss: 0.0311202 | val_loss: 0.0311484 | Time: 1427.3 ms
[2021-07-15 21:14:23 main:581] : INFO : Epoch 1996 | loss: 0.0311182 | val_loss: 0.0311478 | Time: 1428.22 ms
[2021-07-15 21:14:25 main:581] : INFO : Epoch 1997 | loss: 0.0311158 | val_loss: 0.0311505 | Time: 1426.25 ms
[2021-07-15 21:14:26 main:581] : INFO : Epoch 1998 | loss: 0.0311134 | val_loss: 0.0311459 | Time: 1430.82 ms
[2021-07-15 21:14:27 main:581] : INFO : Epoch 1999 | loss: 0.0311154 | val_loss: 0.0311524 | Time: 1429.37 ms
[2021-07-15 21:14:29 main:581] : INFO : Epoch 2000 | loss: 0.0311137 | val_loss: 0.03115 | Time: 1426.06 ms
[2021-07-15 21:14:30 main:581] : INFO : Epoch 2001 | loss: 0.0311146 | val_loss: 0.0311475 | Time: 1425.78 ms
[2021-07-15 21:14:32 main:581] : INFO : Epoch 2002 | loss: 0.0311136 | val_loss: 0.0311488 | Time: 1425.64 ms
[2021-07-15 21:14:33 main:581] : INFO : Epoch 2003 | loss: 0.0311123 | val_loss: 0.0311488 | Time: 1429.56 ms
[2021-07-15 21:14:35 main:581] : INFO : Epoch 2004 | loss: 0.031112 | val_loss: 0.0311508 | Time: 1427.92 ms
[2021-07-15 21:14:36 main:581] : INFO : Epoch 2005 | loss: 0.0311112 | val_loss: 0.0311467 | Time: 1424.88 ms
[2021-07-15 21:14:37 main:581] : INFO : Epoch 2006 | loss: 0.0311116 | val_loss: 0.0311511 | Time: 1428.63 ms
[2021-07-15 21:14:39 main:581] : INFO : Epoch 2007 | loss: 0.0311092 | val_loss: 0.0311542 | Time: 1426.29 ms
[2021-07-15 21:14:40 main:581] : INFO : Epoch 2008 | loss: 0.0311072 | val_loss: 0.0311498 | Time: 1424.95 ms
[2021-07-15 21:14:42 main:581] : INFO : Epoch 2009 | loss: 0.0311083 | val_loss: 0.0311503 | Time: 1426.63 ms
[2021-07-15 21:14:43 main:581] : INFO : Epoch 2010 | loss: 0.0311105 | val_loss: 0.0311506 | Time: 1430.12 ms
[2021-07-15 21:14:45 main:581] : INFO : Epoch 2011 | loss: 0.0311151 | val_loss: 0.0311523 | Time: 1427.4 ms
[2021-07-15 21:14:46 main:581] : INFO : Epoch 2012 | loss: 0.0311153 | val_loss: 0.0311544 | Time: 1425.67 ms
[2021-07-15 21:14:47 main:581] : INFO : Epoch 2013 | loss: 0.0311115 | val_loss: 0.0311518 | Time: 1427.45 ms
[2021-07-15 21:14:49 main:581] : INFO : Epoch 2014 | loss: 0.0311096 | val_loss: 0.0311497 | Time: 1424.45 ms
[2021-07-15 21:14:50 main:581] : INFO : Epoch 2015 | loss: 0.031109 | val_loss: 0.0311525 | Time: 1423 ms
[2021-07-15 21:14:52 main:581] : INFO : Epoch 2016 | loss: 0.0311108 | val_loss: 0.0311524 | Time: 1430.07 ms
[2021-07-15 21:14:53 main:581] : INFO : Epoch 2017 | loss: 0.0311107 | val_loss: 0.0311474 | Time: 1427.32 ms
[2021-07-15 21:14:55 main:581] : INFO : Epoch 2018 | loss: 0.0311111 | val_loss: 0.0311421 | Time: 1437.04 ms
[2021-07-15 21:14:56 main:581] : INFO : Epoch 2019 | loss: 0.0311104 | val_loss: 0.0311428 | Time: 1422.73 ms
[2021-07-15 21:14:57 main:581] : INFO : Epoch 2020 | loss: 0.0311074 | val_loss: 0.0311463 | Time: 1424.18 ms
[2021-07-15 21:14:59 main:581] : INFO : Epoch 2021 | loss: 0.0311079 | val_loss: 0.0311478 | Time: 1427.91 ms
[2021-07-15 21:15:00 main:581] : INFO : Epoch 2022 | loss: 0.0311051 | val_loss: 0.0311475 | Time: 1428.48 ms
[2021-07-15 21:15:02 main:581] : INFO : Epoch 2023 | loss: 0.031106 | val_loss: 0.0311449 | Time: 1426.86 ms
[2021-07-15 21:15:03 main:581] : INFO : Epoch 2024 | loss: 0.0311031 | val_loss: 0.0311446 | Time: 1425.95 ms
[2021-07-15 21:15:05 main:581] : INFO : Epoch 2025 | loss: 0.0311044 | val_loss: 0.0311425 | Time: 1425.3 ms
[2021-07-15 21:15:06 main:581] : INFO : Epoch 2026 | loss: 0.0311031 | val_loss: 0.0311422 | Time: 1425.86 ms
[2021-07-15 21:15:07 main:581] : INFO : Epoch 2027 | loss: 0.0311042 | val_loss: 0.0311441 | Time: 1427.54 ms
[2021-07-15 21:15:09 main:581] : INFO : Epoch 2028 | loss: 0.0311026 | val_loss: 0.0311469 | Time: 1428.08 ms
[2021-07-15 21:15:10 main:581] : INFO : Epoch 2029 | loss: 0.0311019 | val_loss: 0.0311447 | Time: 1428.39 ms
[2021-07-15 21:15:12 main:581] : INFO : Epoch 2030 | loss: 0.0311004 | val_loss: 0.0311423 | Time: 1425.94 ms
[2021-07-15 21:15:13 main:581] : INFO : Epoch 2031 | loss: 0.0311012 | val_loss: 0.0311414 | Time: 1425.17 ms
[2021-07-15 21:15:15 main:581] : INFO : Epoch 2032 | loss: 0.0311006 | val_loss: 0.0311437 | Time: 1427.69 ms
[2021-07-15 21:15:16 main:581] : INFO : Epoch 2033 | loss: 0.0311024 | val_loss: 0.0311508 | Time: 1424.53 ms
[2021-07-15 21:15:17 main:581] : INFO : Epoch 2034 | loss: 0.0311011 | val_loss: 0.0311503 | Time: 1427.76 ms
[2021-07-15 21:15:19 main:581] : INFO : Epoch 2035 | loss: 0.031101 | val_loss: 0.0311434 | Time: 1424.52 ms
[2021-07-15 21:15:20 main:581] : INFO : Epoch 2036 | loss: 0.031099 | val_loss: 0.0311434 | Time: 1423.32 ms
[2021-07-15 21:15:22 main:581] : INFO : Epoch 2037 | loss: 0.0310985 | val_loss: 0.0311441 | Time: 1428.35 ms
[2021-07-15 21:15:23 main:581] : INFO : Epoch 2038 | loss: 0.0310994 | val_loss: 0.0311401 | Time: 1428.25 ms
[2021-07-15 21:15:25 main:581] : INFO : Epoch 2039 | loss: 0.0310993 | val_loss: 0.0311435 | Time: 1429.45 ms
[2021-07-15 21:15:26 main:581] : INFO : Epoch 2040 | loss: 0.0310979 | val_loss: 0.031139 | Time: 1427.51 ms
[2021-07-15 21:15:27 main:581] : INFO : Epoch 2041 | loss: 0.031098 | val_loss: 0.0311367 | Time: 1426.49 ms
[2021-07-15 21:15:29 main:581] : INFO : Epoch 2042 | loss: 0.0310989 | val_loss: 0.0311399 | Time: 1426.37 ms
[2021-07-15 21:15:30 main:581] : INFO : Epoch 2043 | loss: 0.0310991 | val_loss: 0.0311404 | Time: 1423.41 ms
[2021-07-15 21:15:32 main:581] : INFO : Epoch 2044 | loss: 0.0310998 | val_loss: 0.0311441 | Time: 1427.52 ms
[2021-07-15 21:15:33 main:581] : INFO : Epoch 2045 | loss: 0.0310998 | val_loss: 0.031148 | Time: 1783.23 ms
[2021-07-15 21:15:35 main:581] : INFO : Epoch 2046 | loss: 0.0311002 | val_loss: 0.0311403 | Time: 1811.9 ms
[2021-07-15 21:15:37 main:581] : INFO : Epoch 2047 | loss: 0.0310969 | val_loss: 0.0311375 | Time: 1611.58 ms
[2021-07-15 21:15:38 main:581] : INFO : Epoch 2048 | loss: 0.0310959 | val_loss: 0.0311348 | Time: 1429.96 ms
[2021-07-15 21:15:38 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311348
[2021-07-15 21:15:38 main:610] : INFO : Saving end state to config to file
[2021-07-15 21:15:38 main:615] : INFO : Success, exiting..
21:15:38 (2653): 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)