Task 7645085
| Name | ParityModified-1631731878-23965-2_0 |
| Workunit | 5297710 |
| Created | 27 Sep 2021, 11:30:21 UTC |
| Sent | 3 Oct 2021, 20:00:56 UTC |
| Report deadline | 10 Oct 2021, 20:00:56 UTC |
| Received | 4 Oct 2021, 13:53:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15475 |
| Run time | 49 min 56 sec |
| CPU time | 49 min 52 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,876.52 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.44 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0310672 | val_loss: 0.0310994 | Time: 1438.62 ms
[2021-10-04 15:40:55 main:581] : INFO : Epoch 1539 | loss: 0.0310749 | val_loss: 0.0310992 | Time: 1431.38 ms
[2021-10-04 15:40:57 main:581] : INFO : Epoch 1540 | loss: 0.0310756 | val_loss: 0.031104 | Time: 1435.21 ms
[2021-10-04 15:40:58 main:581] : INFO : Epoch 1541 | loss: 0.031075 | val_loss: 0.031098 | Time: 1434.7 ms
[2021-10-04 15:40:59 main:581] : INFO : Epoch 1542 | loss: 0.0310707 | val_loss: 0.0310893 | Time: 1439.86 ms
[2021-10-04 15:41:01 main:581] : INFO : Epoch 1543 | loss: 0.0310663 | val_loss: 0.0310959 | Time: 1436.9 ms
[2021-10-04 15:41:02 main:581] : INFO : Epoch 1544 | loss: 0.03107 | val_loss: 0.0310953 | Time: 1430.1 ms
[2021-10-04 15:41:04 main:581] : INFO : Epoch 1545 | loss: 0.0310752 | val_loss: 0.0311109 | Time: 1428.38 ms
[2021-10-04 15:41:05 main:581] : INFO : Epoch 1546 | loss: 0.0310777 | val_loss: 0.0311056 | Time: 1422.81 ms
[2021-10-04 15:41:07 main:581] : INFO : Epoch 1547 | loss: 0.0310908 | val_loss: 0.0311121 | Time: 1443.23 ms
[2021-10-04 15:41:08 main:581] : INFO : Epoch 1548 | loss: 0.0311011 | val_loss: 0.031109 | Time: 1434.35 ms
[2021-10-04 15:41:09 main:581] : INFO : Epoch 1549 | loss: 0.0310926 | val_loss: 0.0311021 | Time: 1439.91 ms
[2021-10-04 15:41:11 main:581] : INFO : Epoch 1550 | loss: 0.0310841 | val_loss: 0.0310972 | Time: 1444.54 ms
[2021-10-04 15:41:12 main:581] : INFO : Epoch 1551 | loss: 0.0310823 | val_loss: 0.0310985 | Time: 1439.78 ms
[2021-10-04 15:41:14 main:581] : INFO : Epoch 1552 | loss: 0.0310764 | val_loss: 0.0310943 | Time: 1426.2 ms
[2021-10-04 15:41:15 main:581] : INFO : Epoch 1553 | loss: 0.0310738 | val_loss: 0.0310983 | Time: 1463.41 ms
[2021-10-04 15:41:17 main:581] : INFO : Epoch 1554 | loss: 0.0310721 | val_loss: 0.0311037 | Time: 1435.08 ms
[2021-10-04 15:41:18 main:581] : INFO : Epoch 1555 | loss: 0.0310694 | val_loss: 0.0310967 | Time: 1432.27 ms
[2021-10-04 15:41:19 main:581] : INFO : Epoch 1556 | loss: 0.0310636 | val_loss: 0.0310969 | Time: 1427.12 ms
[2021-10-04 15:41:21 main:581] : INFO : Epoch 1557 | loss: 0.0310641 | val_loss: 0.0310975 | Time: 1425.5 ms
[2021-10-04 15:41:22 main:581] : INFO : Epoch 1558 | loss: 0.0310663 | val_loss: 0.0310999 | Time: 1429.93 ms
[2021-10-04 15:41:24 main:581] : INFO : Epoch 1559 | loss: 0.0310608 | val_loss: 0.0310916 | Time: 1443.96 ms
[2021-10-04 15:41:25 main:581] : INFO : Epoch 1560 | loss: 0.031058 | val_loss: 0.0310959 | Time: 1437.54 ms
[2021-10-04 15:41:27 main:581] : INFO : Epoch 1561 | loss: 0.0310576 | val_loss: 0.0310936 | Time: 1464.83 ms
[2021-10-04 15:41:28 main:581] : INFO : Epoch 1562 | loss: 0.0310604 | val_loss: 0.031094 | Time: 1435.91 ms
[2021-10-04 15:41:30 main:581] : INFO : Epoch 1563 | loss: 0.0310652 | val_loss: 0.0310914 | Time: 1437.36 ms
[2021-10-04 15:41:31 main:581] : INFO : Epoch 1564 | loss: 0.0310586 | val_loss: 0.0310864 | Time: 1444.25 ms
[2021-10-04 15:41:32 main:581] : INFO : Epoch 1565 | loss: 0.031056 | val_loss: 0.0310939 | Time: 1440.41 ms
[2021-10-04 15:41:34 main:581] : INFO : Epoch 1566 | loss: 0.0310554 | val_loss: 0.0310921 | Time: 1426.47 ms
[2021-10-04 15:41:35 main:581] : INFO : Epoch 1567 | loss: 0.0310566 | val_loss: 0.0310905 | Time: 1420.52 ms
[2021-10-04 15:41:37 main:581] : INFO : Epoch 1568 | loss: 0.0310565 | val_loss: 0.0310974 | Time: 1456.87 ms
[2021-10-04 15:41:38 main:581] : INFO : Epoch 1569 | loss: 0.0310681 | val_loss: 0.0310986 | Time: 1450.8 ms
[2021-10-04 15:41:40 main:581] : INFO : Epoch 1570 | loss: 0.0310614 | val_loss: 0.031095 | Time: 1426.96 ms
[2021-10-04 15:41:41 main:581] : INFO : Epoch 1571 | loss: 0.0310531 | val_loss: 0.031093 | Time: 1426.39 ms
[2021-10-04 15:41:42 main:581] : INFO : Epoch 1572 | loss: 0.0310489 | val_loss: 0.0310967 | Time: 1420.1 ms
[2021-10-04 15:41:44 main:581] : INFO : Epoch 1573 | loss: 0.0310498 | val_loss: 0.0310922 | Time: 1422.35 ms
[2021-10-04 15:41:45 main:581] : INFO : Epoch 1574 | loss: 0.0310506 | val_loss: 0.0310941 | Time: 1441.59 ms
[2021-10-04 15:41:47 main:581] : INFO : Epoch 1575 | loss: 0.0310496 | val_loss: 0.0310951 | Time: 1436.57 ms
[2021-10-04 15:41:48 main:581] : INFO : Epoch 1576 | loss: 0.0310463 | val_loss: 0.0310979 | Time: 1438.46 ms
[2021-10-04 15:41:50 main:581] : INFO : Epoch 1577 | loss: 0.0310473 | val_loss: 0.0310969 | Time: 1445.37 ms
[2021-10-04 15:41:51 main:581] : INFO : Epoch 1578 | loss: 0.0310473 | val_loss: 0.0310922 | Time: 1434.99 ms
[2021-10-04 15:41:53 main:581] : INFO : Epoch 1579 | loss: 0.031048 | val_loss: 0.0311003 | Time: 1440.41 ms
[2021-10-04 15:41:54 main:581] : INFO : Epoch 1580 | loss: 0.0310521 | val_loss: 0.031094 | Time: 1473.85 ms
[2021-10-04 15:41:55 main:581] : INFO : Epoch 1581 | loss: 0.031054 | val_loss: 0.0310963 | Time: 1428.47 ms
[2021-10-04 15:41:57 main:581] : INFO : Epoch 1582 | loss: 0.0310496 | val_loss: 0.0310979 | Time: 1464.55 ms
[2021-10-04 15:41:58 main:581] : INFO : Epoch 1583 | loss: 0.0310491 | val_loss: 0.031096 | Time: 1424.31 ms
[2021-10-04 15:42:00 main:581] : INFO : Epoch 1584 | loss: 0.0310482 | val_loss: 0.0310923 | Time: 1437.98 ms
[2021-10-04 15:42:01 main:581] : INFO : Epoch 1585 | loss: 0.0310494 | val_loss: 0.031104 | Time: 1431.6 ms
[2021-10-04 15:42:03 main:581] : INFO : Epoch 1586 | loss: 0.0310532 | val_loss: 0.0310973 | Time: 1430.36 ms
[2021-10-04 15:42:04 main:581] : INFO : Epoch 1587 | loss: 0.0310479 | val_loss: 0.0310997 | Time: 1433.7 ms
[2021-10-04 15:42:06 main:581] : INFO : Epoch 1588 | loss: 0.031048 | val_loss: 0.0310934 | Time: 1438.87 ms
[2021-10-04 15:42:07 main:581] : INFO : Epoch 1589 | loss: 0.0310542 | val_loss: 0.0310945 | Time: 1438.42 ms
[2021-10-04 15:42:08 main:581] : INFO : Epoch 1590 | loss: 0.0310508 | val_loss: 0.0310956 | Time: 1435.88 ms
[2021-10-04 15:42:10 main:581] : INFO : Epoch 1591 | loss: 0.0310555 | val_loss: 0.031093 | Time: 1443.19 ms
[2021-10-04 15:42:11 main:581] : INFO : Epoch 1592 | loss: 0.031057 | val_loss: 0.0310832 | Time: 1436.82 ms
[2021-10-04 15:42:13 main:581] : INFO : Epoch 1593 | loss: 0.0310564 | val_loss: 0.031087 | Time: 1433 ms
[2021-10-04 15:42:14 main:581] : INFO : Epoch 1594 | loss: 0.0310547 | val_loss: 0.0310884 | Time: 1427.95 ms
[2021-10-04 15:42:16 main:581] : INFO : Epoch 1595 | loss: 0.0310485 | val_loss: 0.0310881 | Time: 1424.47 ms
[2021-10-04 15:42:17 main:581] : INFO : Epoch 1596 | loss: 0.0310458 | val_loss: 0.0310873 | Time: 1427.02 ms
[2021-10-04 15:42:18 main:581] : INFO : Epoch 1597 | loss: 0.0310439 | val_loss: 0.0310851 | Time: 1445.25 ms
[2021-10-04 15:42:20 main:581] : INFO : Epoch 1598 | loss: 0.031042 | val_loss: 0.031093 | Time: 1444.99 ms
[2021-10-04 15:42:21 main:581] : INFO : Epoch 1599 | loss: 0.0310405 | val_loss: 0.0310851 | Time: 1429.58 ms
[2021-10-04 15:42:23 main:581] : INFO : Epoch 1600 | loss: 0.0310407 | val_loss: 0.031086 | Time: 1433.38 ms
[2021-10-04 15:42:24 main:581] : INFO : Epoch 1601 | loss: 0.0310424 | val_loss: 0.0310861 | Time: 1441.47 ms
[2021-10-04 15:42:26 main:581] : INFO : Epoch 1602 | loss: 0.0310409 | val_loss: 0.0310908 | Time: 1438.68 ms
[2021-10-04 15:42:27 main:581] : INFO : Epoch 1603 | loss: 0.0310559 | val_loss: 0.0310953 | Time: 1445.46 ms
[2021-10-04 15:42:29 main:581] : INFO : Epoch 1604 | loss: 0.0310583 | val_loss: 0.0310978 | Time: 1442.55 ms
[2021-10-04 15:42:30 main:581] : INFO : Epoch 1605 | loss: 0.0310573 | val_loss: 0.0310861 | Time: 1440.22 ms
[2021-10-04 15:42:31 main:581] : INFO : Epoch 1606 | loss: 0.031047 | val_loss: 0.0310919 | Time: 1433.23 ms
[2021-10-04 15:42:33 main:581] : INFO : Epoch 1607 | loss: 0.0310483 | val_loss: 0.0310931 | Time: 1430.69 ms
[2021-10-04 15:42:34 main:581] : INFO : Epoch 1608 | loss: 0.0310482 | val_loss: 0.0310879 | Time: 1430.8 ms
[2021-10-04 15:42:36 main:581] : INFO : Epoch 1609 | loss: 0.0310436 | val_loss: 0.0310834 | Time: 1443.61 ms
[2021-10-04 15:42:37 main:581] : INFO : Epoch 1610 | loss: 0.0310398 | val_loss: 0.031085 | Time: 1440.91 ms
[2021-10-04 15:42:39 main:581] : INFO : Epoch 1611 | loss: 0.0310397 | val_loss: 0.0310925 | Time: 1443.96 ms
[2021-10-04 15:42:40 main:581] : INFO : Epoch 1612 | loss: 0.0310393 | val_loss: 0.0310949 | Time: 1442.52 ms
[2021-10-04 15:42:41 main:581] : INFO : Epoch 1613 | loss: 0.0310556 | val_loss: 0.0311015 | Time: 1432.66 ms
[2021-10-04 15:42:43 main:581] : INFO : Epoch 1614 | loss: 0.0310572 | val_loss: 0.0310901 | Time: 1436.29 ms
[2021-10-04 15:42:44 main:581] : INFO : Epoch 1615 | loss: 0.0310482 | val_loss: 0.031094 | Time: 1440.63 ms
[2021-10-04 15:42:46 main:581] : INFO : Epoch 1616 | loss: 0.0310432 | val_loss: 0.0310854 | Time: 1442.43 ms
[2021-10-04 15:42:47 main:581] : INFO : Epoch 1617 | loss: 0.0310403 | val_loss: 0.031084 | Time: 1448.86 ms
[2021-10-04 15:42:49 main:581] : INFO : Epoch 1618 | loss: 0.0310401 | val_loss: 0.0310819 | Time: 1432.36 ms
[2021-10-04 15:42:50 main:581] : INFO : Epoch 1619 | loss: 0.0310427 | val_loss: 0.0310844 | Time: 1466.93 ms
[2021-10-04 15:42:52 main:581] : INFO : Epoch 1620 | loss: 0.0310375 | val_loss: 0.0310867 | Time: 1430.78 ms
[2021-10-04 15:42:53 main:581] : INFO : Epoch 1621 | loss: 0.0310393 | val_loss: 0.0310863 | Time: 1443.82 ms
[2021-10-04 15:42:54 main:581] : INFO : Epoch 1622 | loss: 0.0310533 | val_loss: 0.0310875 | Time: 1440.92 ms
[2021-10-04 15:42:56 main:581] : INFO : Epoch 1623 | loss: 0.031058 | val_loss: 0.0310817 | Time: 1439.25 ms
[2021-10-04 15:42:57 main:581] : INFO : Epoch 1624 | loss: 0.0310531 | val_loss: 0.0310871 | Time: 1439.65 ms
[2021-10-04 15:42:59 main:581] : INFO : Epoch 1625 | loss: 0.0310459 | val_loss: 0.0310806 | Time: 1452.54 ms
[2021-10-04 15:43:00 main:581] : INFO : Epoch 1626 | loss: 0.031042 | val_loss: 0.0310813 | Time: 1437.82 ms
[2021-10-04 15:43:02 main:581] : INFO : Epoch 1627 | loss: 0.0310384 | val_loss: 0.0310808 | Time: 1448.56 ms
[2021-10-04 15:43:03 main:581] : INFO : Epoch 1628 | loss: 0.0310366 | val_loss: 0.031088 | Time: 1433.47 ms
[2021-10-04 15:43:05 main:581] : INFO : Epoch 1629 | loss: 0.0310368 | val_loss: 0.0310813 | Time: 1437.49 ms
[2021-10-04 15:43:06 main:581] : INFO : Epoch 1630 | loss: 0.0310345 | val_loss: 0.0310779 | Time: 1437.75 ms
[2021-10-04 15:43:07 main:581] : INFO : Epoch 1631 | loss: 0.0310334 | val_loss: 0.0310772 | Time: 1454.46 ms
[2021-10-04 15:43:09 main:581] : INFO : Epoch 1632 | loss: 0.031031 | val_loss: 0.0310831 | Time: 1429.19 ms
[2021-10-04 15:43:10 main:581] : INFO : Epoch 1633 | loss: 0.0310337 | val_loss: 0.0310881 | Time: 1436.8 ms
[2021-10-04 15:43:12 main:581] : INFO : Epoch 1634 | loss: 0.0310409 | val_loss: 0.031082 | Time: 1453.63 ms
[2021-10-04 15:43:13 main:581] : INFO : Epoch 1635 | loss: 0.0310364 | val_loss: 0.031085 | Time: 1436.92 ms
[2021-10-04 15:43:15 main:581] : INFO : Epoch 1636 | loss: 0.0310306 | val_loss: 0.0310864 | Time: 1438.62 ms
[2021-10-04 15:43:16 main:581] : INFO : Epoch 1637 | loss: 0.0310284 | val_loss: 0.0310919 | Time: 1438.67 ms
[2021-10-04 15:43:18 main:581] : INFO : Epoch 1638 | loss: 0.0310283 | val_loss: 0.0310879 | Time: 1438.78 ms
[2021-10-04 15:43:19 main:581] : INFO : Epoch 1639 | loss: 0.031029 | val_loss: 0.0310859 | Time: 1440.3 ms
[2021-10-04 15:43:20 main:581] : INFO : Epoch 1640 | loss: 0.0310339 | val_loss: 0.0310786 | Time: 1435.59 ms
[2021-10-04 15:43:22 main:581] : INFO : Epoch 1641 | loss: 0.0310336 | val_loss: 0.0310832 | Time: 1463.04 ms
[2021-10-04 15:43:23 main:581] : INFO : Epoch 1642 | loss: 0.0310301 | val_loss: 0.0310814 | Time: 1429.74 ms
[2021-10-04 15:43:25 main:581] : INFO : Epoch 1643 | loss: 0.0310264 | val_loss: 0.0310896 | Time: 1428.55 ms
[2021-10-04 15:43:26 main:581] : INFO : Epoch 1644 | loss: 0.0310233 | val_loss: 0.0310855 | Time: 1427.07 ms
[2021-10-04 15:43:28 main:581] : INFO : Epoch 1645 | loss: 0.031025 | val_loss: 0.031078 | Time: 1462.16 ms
[2021-10-04 15:43:29 main:581] : INFO : Epoch 1646 | loss: 0.0310255 | val_loss: 0.0310807 | Time: 1443.62 ms
[2021-10-04 15:43:30 main:581] : INFO : Epoch 1647 | loss: 0.0310241 | val_loss: 0.0310893 | Time: 1444.77 ms
[2021-10-04 15:43:32 main:581] : INFO : Epoch 1648 | loss: 0.0310261 | val_loss: 0.0310876 | Time: 1439.15 ms
[2021-10-04 15:43:33 main:581] : INFO : Epoch 1649 | loss: 0.0310272 | val_loss: 0.031087 | Time: 1444.59 ms
[2021-10-04 15:43:35 main:581] : INFO : Epoch 1650 | loss: 0.0310311 | val_loss: 0.0310887 | Time: 1427.86 ms
[2021-10-04 15:43:36 main:581] : INFO : Epoch 1651 | loss: 0.0310253 | val_loss: 0.0310854 | Time: 1441.82 ms
[2021-10-04 15:43:38 main:581] : INFO : Epoch 1652 | loss: 0.0310241 | val_loss: 0.0310851 | Time: 1438.61 ms
[2021-10-04 15:43:39 main:581] : INFO : Epoch 1653 | loss: 0.0310395 | val_loss: 0.0311033 | Time: 1429.95 ms
[2021-10-04 15:43:41 main:581] : INFO : Epoch 1654 | loss: 0.0310811 | val_loss: 0.0310949 | Time: 1430.24 ms
[2021-10-04 15:43:42 main:581] : INFO : Epoch 1655 | loss: 0.0310636 | val_loss: 0.0310887 | Time: 1425.73 ms
[2021-10-04 15:43:43 main:581] : INFO : Epoch 1656 | loss: 0.0310566 | val_loss: 0.0310839 | Time: 1461.86 ms
[2021-10-04 15:43:45 main:581] : INFO : Epoch 1657 | loss: 0.0310531 | val_loss: 0.0310865 | Time: 1435.25 ms
[2021-10-04 15:43:46 main:581] : INFO : Epoch 1658 | loss: 0.0310459 | val_loss: 0.0310842 | Time: 1439.72 ms
[2021-10-04 15:43:48 main:581] : INFO : Epoch 1659 | loss: 0.0310415 | val_loss: 0.0310897 | Time: 1428.31 ms
[2021-10-04 15:43:49 main:581] : INFO : Epoch 1660 | loss: 0.0310391 | val_loss: 0.0310908 | Time: 1443.07 ms
[2021-10-04 15:43:51 main:581] : INFO : Epoch 1661 | loss: 0.0310388 | val_loss: 0.0310915 | Time: 1437.2 ms
[2021-10-04 15:43:52 main:581] : INFO : Epoch 1662 | loss: 0.0310346 | val_loss: 0.0310869 | Time: 1464.2 ms
[2021-10-04 15:43:54 main:581] : INFO : Epoch 1663 | loss: 0.031033 | val_loss: 0.0310912 | Time: 1441.25 ms
[2021-10-04 15:43:55 main:581] : INFO : Epoch 1664 | loss: 0.0310321 | val_loss: 0.031091 | Time: 1428.74 ms
[2021-10-04 15:43:56 main:581] : INFO : Epoch 1665 | loss: 0.0310293 | val_loss: 0.0310872 | Time: 1440.78 ms
[2021-10-04 15:43:58 main:581] : INFO : Epoch 1666 | loss: 0.0310334 | val_loss: 0.0310919 | Time: 1423.45 ms
[2021-10-04 15:43:59 main:581] : INFO : Epoch 1667 | loss: 0.0310332 | val_loss: 0.0310939 | Time: 1433.6 ms
[2021-10-04 15:44:01 main:581] : INFO : Epoch 1668 | loss: 0.0310323 | val_loss: 0.0310984 | Time: 1422.09 ms
[2021-10-04 15:44:02 main:581] : INFO : Epoch 1669 | loss: 0.0310324 | val_loss: 0.0310966 | Time: 1442.56 ms
[2021-10-04 15:44:04 main:581] : INFO : Epoch 1670 | loss: 0.0310425 | val_loss: 0.0310902 | Time: 1438.73 ms
[2021-10-04 15:44:05 main:581] : INFO : Epoch 1671 | loss: 0.031039 | val_loss: 0.0310926 | Time: 1436.19 ms
[2021-10-04 15:44:06 main:581] : INFO : Epoch 1672 | loss: 0.0310324 | val_loss: 0.0310916 | Time: 1423.73 ms
[2021-10-04 15:44:08 main:581] : INFO : Epoch 1673 | loss: 0.0310297 | val_loss: 0.0310915 | Time: 1433.99 ms
[2021-10-04 15:44:09 main:581] : INFO : Epoch 1674 | loss: 0.0310281 | val_loss: 0.0310964 | Time: 1441.19 ms
[2021-10-04 15:44:11 main:581] : INFO : Epoch 1675 | loss: 0.0310256 | val_loss: 0.0310872 | Time: 1437.99 ms
[2021-10-04 15:44:12 main:581] : INFO : Epoch 1676 | loss: 0.0310234 | val_loss: 0.0311043 | Time: 1442.22 ms
[2021-10-04 15:44:14 main:581] : INFO : Epoch 1677 | loss: 0.0310226 | val_loss: 0.0311014 | Time: 1439.58 ms
[2021-10-04 15:44:15 main:581] : INFO : Epoch 1678 | loss: 0.0310223 | val_loss: 0.0310927 | Time: 1462.63 ms
[2021-10-04 15:44:17 main:581] : INFO : Epoch 1679 | loss: 0.0310211 | val_loss: 0.0311024 | Time: 1464.04 ms
[2021-10-04 15:44:18 main:581] : INFO : Epoch 1680 | loss: 0.0310235 | val_loss: 0.0311043 | Time: 1427.9 ms
[2021-10-04 15:44:19 main:581] : INFO : Epoch 1681 | loss: 0.031022 | val_loss: 0.0310971 | Time: 1423.2 ms
[2021-10-04 15:44:21 main:581] : INFO : Epoch 1682 | loss: 0.0310198 | val_loss: 0.0311016 | Time: 1437.58 ms
[2021-10-04 15:44:22 main:581] : INFO : Epoch 1683 | loss: 0.0310202 | val_loss: 0.0310903 | Time: 1438.49 ms
[2021-10-04 15:44:24 main:581] : INFO : Epoch 1684 | loss: 0.0310158 | val_loss: 0.0310927 | Time: 1441.21 ms
[2021-10-04 15:44:25 main:581] : INFO : Epoch 1685 | loss: 0.0310186 | val_loss: 0.0310974 | Time: 1443.68 ms
[2021-10-04 15:44:27 main:581] : INFO : Epoch 1686 | loss: 0.0310201 | val_loss: 0.0311048 | Time: 1431.67 ms
[2021-10-04 15:44:28 main:581] : INFO : Epoch 1687 | loss: 0.0310202 | val_loss: 0.0310967 | Time: 1436.09 ms
[2021-10-04 15:44:29 main:581] : INFO : Epoch 1688 | loss: 0.0310188 | val_loss: 0.0310949 | Time: 1437.4 ms
[2021-10-04 15:44:31 main:581] : INFO : Epoch 1689 | loss: 0.0310157 | val_loss: 0.0311061 | Time: 1448.62 ms
[2021-10-04 15:44:32 main:581] : INFO : Epoch 1690 | loss: 0.0310172 | val_loss: 0.0310995 | Time: 1440.22 ms
[2021-10-04 15:44:34 main:581] : INFO : Epoch 1691 | loss: 0.0310204 | val_loss: 0.0311044 | Time: 1466.67 ms
[2021-10-04 15:44:35 main:581] : INFO : Epoch 1692 | loss: 0.0310224 | val_loss: 0.0311046 | Time: 1433.64 ms
[2021-10-04 15:44:37 main:581] : INFO : Epoch 1693 | loss: 0.0310182 | val_loss: 0.031094 | Time: 1430.06 ms
[2021-10-04 15:44:38 main:581] : INFO : Epoch 1694 | loss: 0.031018 | val_loss: 0.0310998 | Time: 1438.57 ms
[2021-10-04 15:44:40 main:581] : INFO : Epoch 1695 | loss: 0.0310163 | val_loss: 0.0311036 | Time: 1446.11 ms
[2021-10-04 15:44:41 main:581] : INFO : Epoch 1696 | loss: 0.031022 | val_loss: 0.0310912 | Time: 1445.23 ms
[2021-10-04 15:44:42 main:581] : INFO : Epoch 1697 | loss: 0.0310271 | val_loss: 0.0311085 | Time: 1442.98 ms
[2021-10-04 15:44:44 main:581] : INFO : Epoch 1698 | loss: 0.0310247 | val_loss: 0.0310879 | Time: 1447.37 ms
[2021-10-04 15:44:45 main:581] : INFO : Epoch 1699 | loss: 0.0310315 | val_loss: 0.0311006 | Time: 1445.79 ms
[2021-10-04 15:44:47 main:581] : INFO : Epoch 1700 | loss: 0.0310251 | val_loss: 0.0310888 | Time: 1458.68 ms
[2021-10-04 15:44:48 main:581] : INFO : Epoch 1701 | loss: 0.0310206 | val_loss: 0.0311008 | Time: 1443.88 ms
[2021-10-04 15:44:50 main:581] : INFO : Epoch 1702 | loss: 0.0310152 | val_loss: 0.0311035 | Time: 1442.62 ms
[2021-10-04 15:44:51 main:581] : INFO : Epoch 1703 | loss: 0.0310137 | val_loss: 0.0310995 | Time: 1428.21 ms
[2021-10-04 15:44:53 main:581] : INFO : Epoch 1704 | loss: 0.0310127 | val_loss: 0.0310981 | Time: 1429.96 ms
[2021-10-04 15:44:54 main:581] : INFO : Epoch 1705 | loss: 0.0310115 | val_loss: 0.0311031 | Time: 1431.37 ms
[2021-10-04 15:44:55 main:581] : INFO : Epoch 1706 | loss: 0.0310287 | val_loss: 0.0310974 | Time: 1432.01 ms
[2021-10-04 15:44:57 main:581] : INFO : Epoch 1707 | loss: 0.0310447 | val_loss: 0.0311068 | Time: 1438.19 ms
[2021-10-04 15:44:58 main:581] : INFO : Epoch 1708 | loss: 0.0310296 | val_loss: 0.0310889 | Time: 1438.89 ms
[2021-10-04 15:45:00 main:581] : INFO : Epoch 1709 | loss: 0.0310181 | val_loss: 0.0310915 | Time: 1432.13 ms
[2021-10-04 15:45:01 main:581] : INFO : Epoch 1710 | loss: 0.0310191 | val_loss: 0.0310898 | Time: 1439.82 ms
[2021-10-04 15:45:03 main:581] : INFO : Epoch 1711 | loss: 0.031021 | val_loss: 0.031106 | Time: 1433.84 ms
[2021-10-04 15:45:04 main:581] : INFO : Epoch 1712 | loss: 0.0310158 | val_loss: 0.0310918 | Time: 1444.01 ms
[2021-10-04 15:45:05 main:581] : INFO : Epoch 1713 | loss: 0.0310122 | val_loss: 0.0310911 | Time: 1445.67 ms
[2021-10-04 15:45:07 main:581] : INFO : Epoch 1714 | loss: 0.0310139 | val_loss: 0.0310935 | Time: 1420.42 ms
[2021-10-04 15:45:08 main:581] : INFO : Epoch 1715 | loss: 0.0310105 | val_loss: 0.0310978 | Time: 1427.85 ms
[2021-10-04 15:45:10 main:581] : INFO : Epoch 1716 | loss: 0.0310113 | val_loss: 0.0310969 | Time: 1420.74 ms
[2021-10-04 15:45:11 main:581] : INFO : Epoch 1717 | loss: 0.0310094 | val_loss: 0.0310878 | Time: 1455.46 ms
[2021-10-04 15:45:13 main:581] : INFO : Epoch 1718 | loss: 0.0310132 | val_loss: 0.031088 | Time: 1422.69 ms
[2021-10-04 15:45:14 main:581] : INFO : Epoch 1719 | loss: 0.0310114 | val_loss: 0.0310894 | Time: 1461.05 ms
[2021-10-04 15:45:16 main:581] : INFO : Epoch 1720 | loss: 0.0310083 | val_loss: 0.0310931 | Time: 1441.34 ms
[2021-10-04 15:45:17 main:581] : INFO : Epoch 1721 | loss: 0.0310172 | val_loss: 0.0310941 | Time: 1435.5 ms
[2021-10-04 15:45:18 main:581] : INFO : Epoch 1722 | loss: 0.031054 | val_loss: 0.0310887 | Time: 1436.54 ms
[2021-10-04 15:45:20 main:581] : INFO : Epoch 1723 | loss: 0.0310297 | val_loss: 0.0310828 | Time: 1444.99 ms
[2021-10-04 15:45:21 main:581] : INFO : Epoch 1724 | loss: 0.0310303 | val_loss: 0.0310935 | Time: 1460.26 ms
[2021-10-04 15:45:23 main:581] : INFO : Epoch 1725 | loss: 0.0310378 | val_loss: 0.0310982 | Time: 1443.44 ms
[2021-10-04 15:45:24 main:581] : INFO : Epoch 1726 | loss: 0.0310294 | val_loss: 0.0310785 | Time: 1433.48 ms
[2021-10-04 15:45:26 main:581] : INFO : Epoch 1727 | loss: 0.0310335 | val_loss: 0.0310769 | Time: 1431.43 ms
[2021-10-04 15:45:27 main:581] : INFO : Epoch 1728 | loss: 0.0310294 | val_loss: 0.0310849 | Time: 1446.72 ms
[2021-10-04 15:45:29 main:581] : INFO : Epoch 1729 | loss: 0.0310212 | val_loss: 0.0310834 | Time: 1428.12 ms
[2021-10-04 15:45:30 main:581] : INFO : Epoch 1730 | loss: 0.0310146 | val_loss: 0.0310883 | Time: 1434.18 ms
[2021-10-04 15:45:31 main:581] : INFO : Epoch 1731 | loss: 0.0310158 | val_loss: 0.0310976 | Time: 1444.3 ms
[2021-10-04 15:45:33 main:581] : INFO : Epoch 1732 | loss: 0.0310246 | val_loss: 0.0310844 | Time: 1456.84 ms
[2021-10-04 15:45:34 main:581] : INFO : Epoch 1733 | loss: 0.031021 | val_loss: 0.031084 | Time: 1431.08 ms
[2021-10-04 15:45:36 main:581] : INFO : Epoch 1734 | loss: 0.0310194 | val_loss: 0.0310917 | Time: 1443.69 ms
[2021-10-04 15:45:37 main:581] : INFO : Epoch 1735 | loss: 0.0310204 | val_loss: 0.0310922 | Time: 1467.83 ms
[2021-10-04 15:45:39 main:581] : INFO : Epoch 1736 | loss: 0.0310219 | val_loss: 0.0310799 | Time: 1440 ms
[2021-10-04 15:45:40 main:581] : INFO : Epoch 1737 | loss: 0.0310217 | val_loss: 0.0310987 | Time: 1443.93 ms
[2021-10-04 15:45:42 main:581] : INFO : Epoch 1738 | loss: 0.0310297 | val_loss: 0.031085 | Time: 1439.23 ms
[2021-10-04 15:45:43 main:581] : INFO : Epoch 1739 | loss: 0.0310293 | val_loss: 0.0310891 | Time: 1446.55 ms
[2021-10-04 15:45:44 main:581] : INFO : Epoch 1740 | loss: 0.0310195 | val_loss: 0.0310855 | Time: 1438.65 ms
[2021-10-04 15:45:46 main:581] : INFO : Epoch 1741 | loss: 0.0310153 | val_loss: 0.0310858 | Time: 1427.97 ms
[2021-10-04 15:45:47 main:581] : INFO : Epoch 1742 | loss: 0.0310511 | val_loss: 0.0311097 | Time: 1431.11 ms
[2021-10-04 15:45:49 main:581] : INFO : Epoch 1743 | loss: 0.031095 | val_loss: 0.031122 | Time: 1436.12 ms
[2021-10-04 15:45:50 main:581] : INFO : Epoch 1744 | loss: 0.0311173 | val_loss: 0.0311261 | Time: 1444.86 ms
[2021-10-04 15:45:52 main:581] : INFO : Epoch 1745 | loss: 0.0311031 | val_loss: 0.0311068 | Time: 1471.84 ms
[2021-10-04 15:45:53 main:581] : INFO : Epoch 1746 | loss: 0.0310891 | val_loss: 0.0310962 | Time: 1435.04 ms
[2021-10-04 15:45:54 main:581] : INFO : Epoch 1747 | loss: 0.0310818 | val_loss: 0.0310944 | Time: 1437.18 ms
[2021-10-04 15:45:56 main:581] : INFO : Epoch 1748 | loss: 0.0310723 | val_loss: 0.0310921 | Time: 1437.42 ms
[2021-10-04 15:45:57 main:581] : INFO : Epoch 1749 | loss: 0.0310638 | val_loss: 0.0310864 | Time: 1438.61 ms
[2021-10-04 15:45:59 main:581] : INFO : Epoch 1750 | loss: 0.0310585 | val_loss: 0.0310916 | Time: 1438.74 ms
[2021-10-04 15:46:00 main:581] : INFO : Epoch 1751 | loss: 0.0310549 | val_loss: 0.0310877 | Time: 1595.3 ms
[2021-10-04 15:46:02 main:581] : INFO : Epoch 1752 | loss: 0.0310506 | val_loss: 0.0310821 | Time: 1690.31 ms
[2021-10-04 15:46:04 main:581] : INFO : Epoch 1753 | loss: 0.0310456 | val_loss: 0.0310826 | Time: 1425.62 ms
[2021-10-04 15:46:05 main:581] : INFO : Epoch 1754 | loss: 0.031046 | val_loss: 0.031085 | Time: 1431.25 ms
[2021-10-04 15:46:06 main:581] : INFO : Epoch 1755 | loss: 0.0310488 | val_loss: 0.0310801 | Time: 1427.85 ms
[2021-10-04 15:46:08 main:581] : INFO : Epoch 1756 | loss: 0.0310447 | val_loss: 0.0310878 | Time: 1444.56 ms
[2021-10-04 15:46:09 main:581] : INFO : Epoch 1757 | loss: 0.0310406 | val_loss: 0.0310854 | Time: 1441.01 ms
[2021-10-04 15:46:11 main:581] : INFO : Epoch 1758 | loss: 0.0310373 | val_loss: 0.0310842 | Time: 1440.14 ms
[2021-10-04 15:46:12 main:581] : INFO : Epoch 1759 | loss: 0.0310356 | val_loss: 0.0310826 | Time: 1435.91 ms
[2021-10-04 15:46:14 main:581] : INFO : Epoch 1760 | loss: 0.0310563 | val_loss: 0.0311373 | Time: 1424.53 ms
[2021-10-04 15:46:15 main:581] : INFO : Epoch 1761 | loss: 0.0311537 | val_loss: 0.0311507 | Time: 1461.5 ms
[2021-10-04 15:46:16 main:581] : INFO : Epoch 1762 | loss: 0.0311459 | val_loss: 0.0311445 | Time: 1437.94 ms
[2021-10-04 15:46:18 main:581] : INFO : Epoch 1763 | loss: 0.031138 | val_loss: 0.0311384 | Time: 1472.27 ms
[2021-10-04 15:46:19 main:581] : INFO : Epoch 1764 | loss: 0.0311292 | val_loss: 0.0311337 | Time: 1464.3 ms
[2021-10-04 15:46:21 main:581] : INFO : Epoch 1765 | loss: 0.0311236 | val_loss: 0.0311305 | Time: 1458.22 ms
[2021-10-04 15:46:22 main:581] : INFO : Epoch 1766 | loss: 0.0311212 | val_loss: 0.0311295 | Time: 1425.54 ms
[2021-10-04 15:46:24 main:581] : INFO : Epoch 1767 | loss: 0.0311142 | val_loss: 0.0311239 | Time: 1449.94 ms
[2021-10-04 15:46:25 main:581] : INFO : Epoch 1768 | loss: 0.0311091 | val_loss: 0.0311177 | Time: 1471.57 ms
[2021-10-04 15:46:27 main:581] : INFO : Epoch 1769 | loss: 0.0311035 | val_loss: 0.031117 | Time: 1436.2 ms
[2021-10-04 15:46:28 main:581] : INFO : Epoch 1770 | loss: 0.0311006 | val_loss: 0.0311117 | Time: 1438.31 ms
[2021-10-04 15:46:30 main:581] : INFO : Epoch 1771 | loss: 0.0310949 | val_loss: 0.0311094 | Time: 1434.51 ms
[2021-10-04 15:46:31 main:581] : INFO : Epoch 1772 | loss: 0.0310909 | val_loss: 0.0311185 | Time: 1441.78 ms
[2021-10-04 15:46:32 main:581] : INFO : Epoch 1773 | loss: 0.0310915 | val_loss: 0.0311024 | Time: 1470.7 ms
[2021-10-04 15:46:34 main:581] : INFO : Epoch 1774 | loss: 0.0310838 | val_loss: 0.031102 | Time: 1427.75 ms
[2021-10-04 15:46:35 main:581] : INFO : Epoch 1775 | loss: 0.0310793 | val_loss: 0.0310981 | Time: 1426.69 ms
[2021-10-04 15:46:37 main:581] : INFO : Epoch 1776 | loss: 0.0310755 | val_loss: 0.0310998 | Time: 1437.85 ms
[2021-10-04 15:46:38 main:581] : INFO : Epoch 1777 | loss: 0.0310738 | val_loss: 0.0310991 | Time: 1432 ms
[2021-10-04 15:46:40 main:581] : INFO : Epoch 1778 | loss: 0.0310715 | val_loss: 0.0310977 | Time: 1428.97 ms
[2021-10-04 15:46:41 main:581] : INFO : Epoch 1779 | loss: 0.0310664 | val_loss: 0.0310985 | Time: 1456.33 ms
[2021-10-04 15:46:42 main:581] : INFO : Epoch 1780 | loss: 0.0310654 | val_loss: 0.0310988 | Time: 1440.09 ms
[2021-10-04 15:46:44 main:581] : INFO : Epoch 1781 | loss: 0.0310663 | val_loss: 0.0310982 | Time: 1439.79 ms
[2021-10-04 15:46:45 main:581] : INFO : Epoch 1782 | loss: 0.0310629 | val_loss: 0.0310919 | Time: 1439.37 ms
[2021-10-04 15:46:47 main:581] : INFO : Epoch 1783 | loss: 0.0310596 | val_loss: 0.0310985 | Time: 1443.65 ms
[2021-10-04 15:46:48 main:581] : INFO : Epoch 1784 | loss: 0.0310567 | val_loss: 0.0310902 | Time: 1440.7 ms
[2021-10-04 15:46:50 main:581] : INFO : Epoch 1785 | loss: 0.0310548 | val_loss: 0.0310948 | Time: 1455.16 ms
[2021-10-04 15:46:51 main:581] : INFO : Epoch 1786 | loss: 0.0310538 | val_loss: 0.0310937 | Time: 1443.57 ms
[2021-10-04 15:46:53 main:581] : INFO : Epoch 1787 | loss: 0.0310527 | val_loss: 0.0310896 | Time: 1432.15 ms
[2021-10-04 15:46:54 main:581] : INFO : Epoch 1788 | loss: 0.0310508 | val_loss: 0.031093 | Time: 1434.68 ms
[2021-10-04 15:46:55 main:581] : INFO : Epoch 1789 | loss: 0.03105 | val_loss: 0.031101 | Time: 1427.36 ms
[2021-10-04 15:46:57 main:581] : INFO : Epoch 1790 | loss: 0.0310492 | val_loss: 0.0310981 | Time: 1435.8 ms
[2021-10-04 15:46:58 main:581] : INFO : Epoch 1791 | loss: 0.0310467 | val_loss: 0.0310947 | Time: 1428.76 ms
[2021-10-04 15:47:00 main:581] : INFO : Epoch 1792 | loss: 0.0310449 | val_loss: 0.0310949 | Time: 1445.74 ms
[2021-10-04 15:47:01 main:581] : INFO : Epoch 1793 | loss: 0.0310448 | val_loss: 0.0310984 | Time: 1433.37 ms
[2021-10-04 15:47:03 main:581] : INFO : Epoch 1794 | loss: 0.0310433 | val_loss: 0.0310966 | Time: 1441.68 ms
[2021-10-04 15:47:04 main:581] : INFO : Epoch 1795 | loss: 0.0310408 | val_loss: 0.0311019 | Time: 1465.78 ms
[2021-10-04 15:47:06 main:581] : INFO : Epoch 1796 | loss: 0.0310406 | val_loss: 0.0310988 | Time: 1466.03 ms
[2021-10-04 15:47:07 main:581] : INFO : Epoch 1797 | loss: 0.0310408 | val_loss: 0.0310977 | Time: 1441.65 ms
[2021-10-04 15:47:08 main:581] : INFO : Epoch 1798 | loss: 0.0310406 | val_loss: 0.0311021 | Time: 1435.44 ms
[2021-10-04 15:47:10 main:581] : INFO : Epoch 1799 | loss: 0.0310409 | val_loss: 0.031103 | Time: 1437.52 ms
[2021-10-04 15:47:11 main:581] : INFO : Epoch 1800 | loss: 0.0369158 | val_loss: 0.032622 | Time: 1424.98 ms
[2021-10-04 15:47:13 main:581] : INFO : Epoch 1801 | loss: 0.0468968 | val_loss: 0.0329883 | Time: 1452.13 ms
[2021-10-04 15:47:14 main:581] : INFO : Epoch 1802 | loss: 0.0323841 | val_loss: 0.031392 | Time: 1474.04 ms
[2021-10-04 15:47:16 main:581] : INFO : Epoch 1803 | loss: 0.0314504 | val_loss: 0.0313232 | Time: 1468.05 ms
[2021-10-04 15:47:17 main:581] : INFO : Epoch 1804 | loss: 0.0312939 | val_loss: 0.0312598 | Time: 1461.58 ms
[2021-10-04 15:47:19 main:581] : INFO : Epoch 1805 | loss: 0.0312593 | val_loss: 0.0312556 | Time: 1433.31 ms
[2021-10-04 15:47:20 main:581] : INFO : Epoch 1806 | loss: 0.0312534 | val_loss: 0.0312519 | Time: 1447.44 ms
[2021-10-04 15:47:21 main:581] : INFO : Epoch 1807 | loss: 0.0312504 | val_loss: 0.0312483 | Time: 1442.72 ms
[2021-10-04 15:47:23 main:581] : INFO : Epoch 1808 | loss: 0.0312465 | val_loss: 0.0312429 | Time: 1446.45 ms
[2021-10-04 15:47:24 main:581] : INFO : Epoch 1809 | loss: 0.0312412 | val_loss: 0.0312382 | Time: 1440.41 ms
[2021-10-04 15:47:26 main:581] : INFO : Epoch 1810 | loss: 0.0312361 | val_loss: 0.0312336 | Time: 1449.66 ms
[2021-10-04 15:47:27 main:581] : INFO : Epoch 1811 | loss: 0.0312313 | val_loss: 0.0312272 | Time: 1449.8 ms
[2021-10-04 15:47:29 main:581] : INFO : Epoch 1812 | loss: 0.0312263 | val_loss: 0.0312223 | Time: 1428.13 ms
[2021-10-04 15:47:30 main:581] : INFO : Epoch 1813 | loss: 0.0312221 | val_loss: 0.0312181 | Time: 1428.84 ms
[2021-10-04 15:47:32 main:581] : INFO : Epoch 1814 | loss: 0.0312177 | val_loss: 0.0312141 | Time: 1424.1 ms
[2021-10-04 15:47:33 main:581] : INFO : Epoch 1815 | loss: 0.0312146 | val_loss: 0.0312116 | Time: 1432.53 ms
[2021-10-04 15:47:34 main:581] : INFO : Epoch 1816 | loss: 0.0312117 | val_loss: 0.0312091 | Time: 1441.09 ms
[2021-10-04 15:47:36 main:581] : INFO : Epoch 1817 | loss: 0.0312097 | val_loss: 0.0312073 | Time: 1439.45 ms
[2021-10-04 15:47:37 main:581] : INFO : Epoch 1818 | loss: 0.0312083 | val_loss: 0.0312072 | Time: 1427.62 ms
[2021-10-04 15:47:39 main:581] : INFO : Epoch 1819 | loss: 0.0312054 | val_loss: 0.0312032 | Time: 1435.16 ms
[2021-10-04 15:47:40 main:581] : INFO : Epoch 1820 | loss: 0.0312024 | val_loss: 0.0312008 | Time: 1443.47 ms
[2021-10-04 15:47:42 main:581] : INFO : Epoch 1821 | loss: 0.0312 | val_loss: 0.0311987 | Time: 1439.01 ms
[2021-10-04 15:47:43 main:581] : INFO : Epoch 1822 | loss: 0.031198 | val_loss: 0.0311971 | Time: 1437.71 ms
[2021-10-04 15:47:44 main:581] : INFO : Epoch 1823 | loss: 0.031196 | val_loss: 0.0311958 | Time: 1446.91 ms
[2021-10-04 15:47:46 main:581] : INFO : Epoch 1824 | loss: 0.031196 | val_loss: 0.0311934 | Time: 1432.03 ms
[2021-10-04 15:47:47 main:581] : INFO : Epoch 1825 | loss: 0.0311953 | val_loss: 0.0311915 | Time: 1427.85 ms
[2021-10-04 15:47:49 main:581] : INFO : Epoch 1826 | loss: 0.0311931 | val_loss: 0.0311907 | Time: 1425.01 ms
[2021-10-04 15:47:50 main:581] : INFO : Epoch 1827 | loss: 0.031191 | val_loss: 0.0311896 | Time: 1465.05 ms
[2021-10-04 15:47:52 main:581] : INFO : Epoch 1828 | loss: 0.0311895 | val_loss: 0.0311879 | Time: 1441.11 ms
[2021-10-04 15:47:53 main:581] : INFO : Epoch 1829 | loss: 0.0311882 | val_loss: 0.0311876 | Time: 1443.56 ms
[2021-10-04 15:47:55 main:581] : INFO : Epoch 1830 | loss: 0.0311871 | val_loss: 0.0311877 | Time: 1445.46 ms
[2021-10-04 15:47:56 main:581] : INFO : Epoch 1831 | loss: 0.0311862 | val_loss: 0.0311856 | Time: 1426.97 ms
[2021-10-04 15:47:57 main:581] : INFO : Epoch 1832 | loss: 0.0311859 | val_loss: 0.0311888 | Time: 1428.1 ms
[2021-10-04 15:47:59 main:581] : INFO : Epoch 1833 | loss: 0.0311856 | val_loss: 0.0311841 | Time: 1469.52 ms
[2021-10-04 15:48:00 main:581] : INFO : Epoch 1834 | loss: 0.0311834 | val_loss: 0.0311838 | Time: 1441.12 ms
[2021-10-04 15:48:02 main:581] : INFO : Epoch 1835 | loss: 0.0311825 | val_loss: 0.0311831 | Time: 1469.63 ms
[2021-10-04 15:48:03 main:581] : INFO : Epoch 1836 | loss: 0.0311818 | val_loss: 0.0311825 | Time: 1426.14 ms
[2021-10-04 15:48:05 main:581] : INFO : Epoch 1837 | loss: 0.0311825 | val_loss: 0.0311898 | Time: 1434.68 ms
[2021-10-04 15:48:06 main:581] : INFO : Epoch 1838 | loss: 0.0311817 | val_loss: 0.031182 | Time: 1427.86 ms
[2021-10-04 15:48:08 main:581] : INFO : Epoch 1839 | loss: 0.0311786 | val_loss: 0.0311808 | Time: 1448.51 ms
[2021-10-04 15:48:09 main:581] : INFO : Epoch 1840 | loss: 0.0311777 | val_loss: 0.0311803 | Time: 1439.25 ms
[2021-10-04 15:48:10 main:581] : INFO : Epoch 1841 | loss: 0.0311796 | val_loss: 0.0311792 | Time: 1452.77 ms
[2021-10-04 15:48:12 main:581] : INFO : Epoch 1842 | loss: 0.031177 | val_loss: 0.0311816 | Time: 1451.59 ms
[2021-10-04 15:48:13 main:581] : INFO : Epoch 1843 | loss: 0.0311768 | val_loss: 0.0311784 | Time: 1439.52 ms
[2021-10-04 15:48:15 main:581] : INFO : Epoch 1844 | loss: 0.0311747 | val_loss: 0.0311834 | Time: 1445.17 ms
[2021-10-04 15:48:16 main:581] : INFO : Epoch 1845 | loss: 0.0311755 | val_loss: 0.0311795 | Time: 1425.22 ms
[2021-10-04 15:48:18 main:581] : INFO : Epoch 1846 | loss: 0.0311754 | val_loss: 0.031177 | Time: 1434.14 ms
[2021-10-04 15:48:19 main:581] : INFO : Epoch 1847 | loss: 0.031174 | val_loss: 0.0311774 | Time: 1474.82 ms
[2021-10-04 15:48:21 main:581] : INFO : Epoch 1848 | loss: 0.0311743 | val_loss: 0.0311781 | Time: 1432.14 ms
[2021-10-04 15:48:22 main:581] : INFO : Epoch 1849 | loss: 0.0311746 | val_loss: 0.0311741 | Time: 1434.28 ms
[2021-10-04 15:48:23 main:581] : INFO : Epoch 1850 | loss: 0.0311716 | val_loss: 0.0311732 | Time: 1423.46 ms
[2021-10-04 15:48:25 main:581] : INFO : Epoch 1851 | loss: 0.031171 | val_loss: 0.0311728 | Time: 1435.33 ms
[2021-10-04 15:48:26 main:581] : INFO : Epoch 1852 | loss: 0.0311739 | val_loss: 0.0311721 | Time: 1443.95 ms
[2021-10-04 15:48:28 main:581] : INFO : Epoch 1853 | loss: 0.0311701 | val_loss: 0.0311711 | Time: 1447.64 ms
[2021-10-04 15:48:29 main:581] : INFO : Epoch 1854 | loss: 0.0311693 | val_loss: 0.0311734 | Time: 1436.74 ms
[2021-10-04 15:48:31 main:581] : INFO : Epoch 1855 | loss: 0.0311715 | val_loss: 0.0311721 | Time: 1443.92 ms
[2021-10-04 15:48:32 main:581] : INFO : Epoch 1856 | loss: 0.0311676 | val_loss: 0.0311722 | Time: 1469.08 ms
[2021-10-04 15:48:34 main:581] : INFO : Epoch 1857 | loss: 0.0311673 | val_loss: 0.0311719 | Time: 1449.63 ms
[2021-10-04 15:48:35 main:581] : INFO : Epoch 1858 | loss: 0.0311679 | val_loss: 0.0311723 | Time: 1456.66 ms
[2021-10-04 15:48:36 main:581] : INFO : Epoch 1859 | loss: 0.0311678 | val_loss: 0.0311699 | Time: 1429.74 ms
[2021-10-04 15:48:38 main:581] : INFO : Epoch 1860 | loss: 0.0311691 | val_loss: 0.0311692 | Time: 1452.65 ms
[2021-10-04 15:48:39 main:581] : INFO : Epoch 1861 | loss: 0.0311677 | val_loss: 0.0311676 | Time: 1456.61 ms
[2021-10-04 15:48:41 main:581] : INFO : Epoch 1862 | loss: 0.0311668 | val_loss: 0.0311721 | Time: 1431.03 ms
[2021-10-04 15:48:42 main:581] : INFO : Epoch 1863 | loss: 0.0311641 | val_loss: 0.0311672 | Time: 1429.25 ms
[2021-10-04 15:48:44 main:581] : INFO : Epoch 1864 | loss: 0.0311613 | val_loss: 0.0311663 | Time: 1448.25 ms
[2021-10-04 15:48:45 main:581] : INFO : Epoch 1865 | loss: 0.0311611 | val_loss: 0.0311674 | Time: 1444.52 ms
[2021-10-04 15:48:47 main:581] : INFO : Epoch 1866 | loss: 0.0311627 | val_loss: 0.0311652 | Time: 1446.11 ms
[2021-10-04 15:48:48 main:581] : INFO : Epoch 1867 | loss: 0.031158 | val_loss: 0.0311649 | Time: 1440.69 ms
[2021-10-04 15:48:49 main:581] : INFO : Epoch 1868 | loss: 0.0311594 | val_loss: 0.031168 | Time: 1445.97 ms
[2021-10-04 15:48:51 main:581] : INFO : Epoch 1869 | loss: 0.0311598 | val_loss: 0.0311636 | Time: 1443.91 ms
[2021-10-04 15:48:52 main:581] : INFO : Epoch 1870 | loss: 0.0311592 | val_loss: 0.0311657 | Time: 1431.26 ms
[2021-10-04 15:48:54 main:581] : INFO : Epoch 1871 | loss: 0.0311564 | val_loss: 0.031167 | Time: 1431.77 ms
[2021-10-04 15:48:55 main:581] : INFO : Epoch 1872 | loss: 0.0311546 | val_loss: 0.031162 | Time: 1425.67 ms
[2021-10-04 15:48:57 main:581] : INFO : Epoch 1873 | loss: 0.0311594 | val_loss: 0.0311621 | Time: 1439.85 ms
[2021-10-04 15:48:58 main:581] : INFO : Epoch 1874 | loss: 0.0311565 | val_loss: 0.0311613 | Time: 1432.04 ms
[2021-10-04 15:48:59 main:581] : INFO : Epoch 1875 | loss: 0.0311576 | val_loss: 0.0311609 | Time: 1460.97 ms
[2021-10-04 15:49:01 main:581] : INFO : Epoch 1876 | loss: 0.0311558 | val_loss: 0.0311609 | Time: 1430.89 ms
[2021-10-04 15:49:02 main:581] : INFO : Epoch 1877 | loss: 0.031156 | val_loss: 0.0311662 | Time: 1452.15 ms
[2021-10-04 15:49:04 main:581] : INFO : Epoch 1878 | loss: 0.0311547 | val_loss: 0.0311591 | Time: 1443.86 ms
[2021-10-04 15:49:05 main:581] : INFO : Epoch 1879 | loss: 0.0311532 | val_loss: 0.0311591 | Time: 1441.25 ms
[2021-10-04 15:49:07 main:581] : INFO : Epoch 1880 | loss: 0.0311498 | val_loss: 0.0311624 | Time: 1446.26 ms
[2021-10-04 15:49:08 main:581] : INFO : Epoch 1881 | loss: 0.0311514 | val_loss: 0.0311591 | Time: 1435.08 ms
[2021-10-04 15:49:10 main:581] : INFO : Epoch 1882 | loss: 0.0311527 | val_loss: 0.0311659 | Time: 1446.12 ms
[2021-10-04 15:49:11 main:581] : INFO : Epoch 1883 | loss: 0.0311487 | val_loss: 0.0311582 | Time: 1472.27 ms
[2021-10-04 15:49:13 main:581] : INFO : Epoch 1884 | loss: 0.0311504 | val_loss: 0.0311671 | Time: 1444.29 ms
[2021-10-04 15:49:14 main:581] : INFO : Epoch 1885 | loss: 0.0311509 | val_loss: 0.0311643 | Time: 1473.2 ms
[2021-10-04 15:49:15 main:581] : INFO : Epoch 1886 | loss: 0.0311516 | val_loss: 0.0311601 | Time: 1443.07 ms
[2021-10-04 15:49:17 main:581] : INFO : Epoch 1887 | loss: 0.0311511 | val_loss: 0.0311657 | Time: 1436.11 ms
[2021-10-04 15:49:18 main:581] : INFO : Epoch 1888 | loss: 0.0311506 | val_loss: 0.0311638 | Time: 1443.34 ms
[2021-10-04 15:49:20 main:581] : INFO : Epoch 1889 | loss: 0.0311467 | val_loss: 0.0311606 | Time: 1432.58 ms
[2021-10-04 15:49:21 main:581] : INFO : Epoch 1890 | loss: 0.0311488 | val_loss: 0.0311574 | Time: 1435.57 ms
[2021-10-04 15:49:23 main:581] : INFO : Epoch 1891 | loss: 0.0311461 | val_loss: 0.0311637 | Time: 1433.5 ms
[2021-10-04 15:49:24 main:581] : INFO : Epoch 1892 | loss: 0.0311532 | val_loss: 0.0311581 | Time: 1443.51 ms
[2021-10-04 15:49:26 main:581] : INFO : Epoch 1893 | loss: 0.0311546 | val_loss: 0.0311691 | Time: 1439.92 ms
[2021-10-04 15:49:27 main:581] : INFO : Epoch 1894 | loss: 0.0311488 | val_loss: 0.0311582 | Time: 1428.12 ms
[2021-10-04 15:49:28 main:581] : INFO : Epoch 1895 | loss: 0.0311447 | val_loss: 0.0311558 | Time: 1455.64 ms
[2021-10-04 15:49:30 main:581] : INFO : Epoch 1896 | loss: 0.031144 | val_loss: 0.0311565 | Time: 1455.44 ms
[2021-10-04 15:49:31 main:581] : INFO : Epoch 1897 | loss: 0.0311474 | val_loss: 0.0311551 | Time: 1450.48 ms
[2021-10-04 15:49:33 main:581] : INFO : Epoch 1898 | loss: 0.0311492 | val_loss: 0.031156 | Time: 1444.85 ms
[2021-10-04 15:49:34 main:581] : INFO : Epoch 1899 | loss: 0.0311474 | val_loss: 0.0311541 | Time: 1445.09 ms
[2021-10-04 15:49:36 main:581] : INFO : Epoch 1900 | loss: 0.0311463 | val_loss: 0.0311473 | Time: 1444.04 ms
[2021-10-04 15:49:37 main:581] : INFO : Epoch 1901 | loss: 0.0311426 | val_loss: 0.0311495 | Time: 1443.25 ms
[2021-10-04 15:49:39 main:581] : INFO : Epoch 1902 | loss: 0.0311475 | val_loss: 0.0311498 | Time: 1435.77 ms
[2021-10-04 15:49:40 main:581] : INFO : Epoch 1903 | loss: 0.0311386 | val_loss: 0.0311462 | Time: 1434.37 ms
[2021-10-04 15:49:41 main:581] : INFO : Epoch 1904 | loss: 0.0311359 | val_loss: 0.0311442 | Time: 1446.96 ms
[2021-10-04 15:49:43 main:581] : INFO : Epoch 1905 | loss: 0.031135 | val_loss: 0.0311459 | Time: 1440.96 ms
[2021-10-04 15:49:44 main:581] : INFO : Epoch 1906 | loss: 0.0311351 | val_loss: 0.0311469 | Time: 1442.28 ms
[2021-10-04 15:49:46 main:581] : INFO : Epoch 1907 | loss: 0.0311342 | val_loss: 0.0311458 | Time: 1442.07 ms
[2021-10-04 15:49:47 main:581] : INFO : Epoch 1908 | loss: 0.0311332 | val_loss: 0.031145 | Time: 1444.75 ms
[2021-10-04 15:49:49 main:581] : INFO : Epoch 1909 | loss: 0.031133 | val_loss: 0.0311436 | Time: 1444.38 ms
[2021-10-04 15:49:50 main:581] : INFO : Epoch 1910 | loss: 0.0311338 | val_loss: 0.0311407 | Time: 1442.39 ms
[2021-10-04 15:49:51 main:581] : INFO : Epoch 1911 | loss: 0.031138 | val_loss: 0.0311444 | Time: 1450.82 ms
[2021-10-04 15:49:53 main:581] : INFO : Epoch 1912 | loss: 0.0311352 | val_loss: 0.0311469 | Time: 1468.28 ms
[2021-10-04 15:49:54 main:581] : INFO : Epoch 1913 | loss: 0.031134 | val_loss: 0.0311459 | Time: 1449.35 ms
[2021-10-04 15:49:56 main:581] : INFO : Epoch 1914 | loss: 0.0311351 | val_loss: 0.0311452 | Time: 1443.12 ms
[2021-10-04 15:49:57 main:581] : INFO : Epoch 1915 | loss: 0.0311318 | val_loss: 0.031146 | Time: 1461.86 ms
[2021-10-04 15:49:59 main:581] : INFO : Epoch 1916 | loss: 0.0311316 | val_loss: 0.0311449 | Time: 1444.56 ms
[2021-10-04 15:50:00 main:581] : INFO : Epoch 1917 | loss: 0.0311322 | val_loss: 0.0311644 | Time: 1448.73 ms
[2021-10-04 15:50:02 main:581] : INFO : Epoch 1918 | loss: 0.0311423 | val_loss: 0.0311751 | Time: 1427.17 ms
[2021-10-04 15:50:03 main:581] : INFO : Epoch 1919 | loss: 0.0311471 | val_loss: 0.0311671 | Time: 1433.2 ms
[2021-10-04 15:50:05 main:581] : INFO : Epoch 1920 | loss: 0.0311478 | val_loss: 0.0311371 | Time: 1435.57 ms
[2021-10-04 15:50:06 main:581] : INFO : Epoch 1921 | loss: 0.0311313 | val_loss: 0.0311361 | Time: 1447.45 ms
[2021-10-04 15:50:07 main:581] : INFO : Epoch 1922 | loss: 0.0311238 | val_loss: 0.0311329 | Time: 1445.04 ms
[2021-10-04 15:50:09 main:581] : INFO : Epoch 1923 | loss: 0.0311206 | val_loss: 0.0311317 | Time: 1447.22 ms
[2021-10-04 15:50:10 main:581] : INFO : Epoch 1924 | loss: 0.0311175 | val_loss: 0.0311303 | Time: 1444.59 ms
[2021-10-04 15:50:12 main:581] : INFO : Epoch 1925 | loss: 0.0311176 | val_loss: 0.0311325 | Time: 1443.3 ms
[2021-10-04 15:50:13 main:581] : INFO : Epoch 1926 | loss: 0.0311157 | val_loss: 0.0311283 | Time: 1455.74 ms
[2021-10-04 15:50:15 main:581] : INFO : Epoch 1927 | loss: 0.031119 | val_loss: 0.0311291 | Time: 1441.88 ms
[2021-10-04 15:50:16 main:581] : INFO : Epoch 1928 | loss: 0.0311225 | val_loss: 0.0311283 | Time: 1430.1 ms
[2021-10-04 15:50:18 main:581] : INFO : Epoch 1929 | loss: 0.0311204 | val_loss: 0.0311414 | Time: 1448.95 ms
[2021-10-04 15:50:19 main:581] : INFO : Epoch 1930 | loss: 0.0311146 | val_loss: 0.0311303 | Time: 1712.57 ms
[2021-10-04 15:50:21 main:581] : INFO : Epoch 1931 | loss: 0.0311105 | val_loss: 0.031128 | Time: 1445.39 ms
[2021-10-04 15:50:22 main:581] : INFO : Epoch 1932 | loss: 0.0311125 | val_loss: 0.0311284 | Time: 1587.52 ms
[2021-10-04 15:50:24 main:581] : INFO : Epoch 1933 | loss: 0.0311096 | val_loss: 0.0311324 | Time: 1463.31 ms
[2021-10-04 15:50:25 main:581] : INFO : Epoch 1934 | loss: 0.031115 | val_loss: 0.031126 | Time: 1474.48 ms
[2021-10-04 15:50:27 main:581] : INFO : Epoch 1935 | loss: 0.03111 | val_loss: 0.0311324 | Time: 1558.03 ms
[2021-10-04 15:50:28 main:581] : INFO : Epoch 1936 | loss: 0.0311068 | val_loss: 0.0311283 | Time: 1552.6 ms
[2021-10-04 15:50:30 main:581] : INFO : Epoch 1937 | loss: 0.0311076 | val_loss: 0.0311356 | Time: 1513.97 ms
[2021-10-04 15:50:31 main:581] : INFO : Epoch 1938 | loss: 0.0311149 | val_loss: 0.0311391 | Time: 1507.66 ms
[2021-10-04 15:50:33 main:581] : INFO : Epoch 1939 | loss: 0.0311107 | val_loss: 0.0311304 | Time: 1478.3 ms
[2021-10-04 15:50:34 main:581] : INFO : Epoch 1940 | loss: 0.0311082 | val_loss: 0.031123 | Time: 1434.03 ms
[2021-10-04 15:50:36 main:581] : INFO : Epoch 1941 | loss: 0.0311024 | val_loss: 0.0311221 | Time: 1434.77 ms
[2021-10-04 15:50:37 main:581] : INFO : Epoch 1942 | loss: 0.0311038 | val_loss: 0.0311179 | Time: 1449.84 ms
[2021-10-04 15:50:39 main:581] : INFO : Epoch 1943 | loss: 0.031101 | val_loss: 0.0311202 | Time: 1464.29 ms
[2021-10-04 15:50:40 main:581] : INFO : Epoch 1944 | loss: 0.031104 | val_loss: 0.03112 | Time: 1481.88 ms
[2021-10-04 15:50:42 main:581] : INFO : Epoch 1945 | loss: 0.0311011 | val_loss: 0.0311172 | Time: 1432.14 ms
[2021-10-04 15:50:43 main:581] : INFO : Epoch 1946 | loss: 0.0310989 | val_loss: 0.0311223 | Time: 1457.52 ms
[2021-10-04 15:50:44 main:581] : INFO : Epoch 1947 | loss: 0.0311024 | val_loss: 0.0311312 | Time: 1437.86 ms
[2021-10-04 15:50:46 main:581] : INFO : Epoch 1948 | loss: 0.0311012 | val_loss: 0.0311148 | Time: 1443.17 ms
[2021-10-04 15:50:47 main:581] : INFO : Epoch 1949 | loss: 0.0310974 | val_loss: 0.0311173 | Time: 1438.15 ms
[2021-10-04 15:50:49 main:581] : INFO : Epoch 1950 | loss: 0.0310981 | val_loss: 0.0311282 | Time: 1484.08 ms
[2021-10-04 15:50:50 main:581] : INFO : Epoch 1951 | loss: 0.0311044 | val_loss: 0.0311221 | Time: 1438.37 ms
[2021-10-04 15:50:52 main:581] : INFO : Epoch 1952 | loss: 0.0310981 | val_loss: 0.0311149 | Time: 1472.33 ms
[2021-10-04 15:50:53 main:581] : INFO : Epoch 1953 | loss: 0.0310932 | val_loss: 0.0311084 | Time: 1426.32 ms
[2021-10-04 15:50:55 main:581] : INFO : Epoch 1954 | loss: 0.0310964 | val_loss: 0.031114 | Time: 1449.55 ms
[2021-10-04 15:50:56 main:581] : INFO : Epoch 1955 | loss: 0.0310923 | val_loss: 0.0311071 | Time: 1442.79 ms
[2021-10-04 15:50:57 main:581] : INFO : Epoch 1956 | loss: 0.0310913 | val_loss: 0.0311076 | Time: 1440.84 ms
[2021-10-04 15:50:59 main:581] : INFO : Epoch 1957 | loss: 0.0310946 | val_loss: 0.0311054 | Time: 1431.68 ms
[2021-10-04 15:51:00 main:581] : INFO : Epoch 1958 | loss: 0.0310843 | val_loss: 0.0311028 | Time: 1435.07 ms
[2021-10-04 15:51:02 main:581] : INFO : Epoch 1959 | loss: 0.0310933 | val_loss: 0.0311155 | Time: 1435.78 ms
[2021-10-04 15:51:03 main:581] : INFO : Epoch 1960 | loss: 0.0310945 | val_loss: 0.0311216 | Time: 1443.35 ms
[2021-10-04 15:51:05 main:581] : INFO : Epoch 1961 | loss: 0.031097 | val_loss: 0.0311076 | Time: 1443.71 ms
[2021-10-04 15:51:06 main:581] : INFO : Epoch 1962 | loss: 0.0310841 | val_loss: 0.0311021 | Time: 1440.96 ms
[2021-10-04 15:51:08 main:581] : INFO : Epoch 1963 | loss: 0.0310817 | val_loss: 0.0311039 | Time: 1448.05 ms
[2021-10-04 15:51:09 main:581] : INFO : Epoch 1964 | loss: 0.0310787 | val_loss: 0.0311029 | Time: 1454.26 ms
[2021-10-04 15:51:10 main:581] : INFO : Epoch 1965 | loss: 0.0310817 | val_loss: 0.0311071 | Time: 1436.93 ms
[2021-10-04 15:51:12 main:581] : INFO : Epoch 1966 | loss: 0.0310985 | val_loss: 0.0311152 | Time: 1523.3 ms
[2021-10-04 15:51:13 main:581] : INFO : Epoch 1967 | loss: 0.0310949 | val_loss: 0.0311157 | Time: 1467.19 ms
[2021-10-04 15:51:15 main:581] : INFO : Epoch 1968 | loss: 0.0310915 | val_loss: 0.0311011 | Time: 1436.83 ms
[2021-10-04 15:51:16 main:581] : INFO : Epoch 1969 | loss: 0.0310848 | val_loss: 0.0311084 | Time: 1433.66 ms
[2021-10-04 15:51:18 main:581] : INFO : Epoch 1970 | loss: 0.0310811 | val_loss: 0.0310969 | Time: 1434.54 ms
[2021-10-04 15:51:19 main:581] : INFO : Epoch 1971 | loss: 0.0310773 | val_loss: 0.0310979 | Time: 1458.04 ms
[2021-10-04 15:51:21 main:581] : INFO : Epoch 1972 | loss: 0.0310908 | val_loss: 0.0311112 | Time: 1427.25 ms
[2021-10-04 15:51:22 main:581] : INFO : Epoch 1973 | loss: 0.0310911 | val_loss: 0.031117 | Time: 1440.17 ms
[2021-10-04 15:51:23 main:581] : INFO : Epoch 1974 | loss: 0.0310936 | val_loss: 0.0310998 | Time: 1437.89 ms
[2021-10-04 15:51:25 main:581] : INFO : Epoch 1975 | loss: 0.0310826 | val_loss: 0.0310916 | Time: 1462.62 ms
[2021-10-04 15:51:26 main:581] : INFO : Epoch 1976 | loss: 0.0310813 | val_loss: 0.0310935 | Time: 1454.95 ms
[2021-10-04 15:51:28 main:581] : INFO : Epoch 1977 | loss: 0.0310779 | val_loss: 0.0311017 | Time: 1457.83 ms
[2021-10-04 15:51:29 main:581] : INFO : Epoch 1978 | loss: 0.0310774 | val_loss: 0.0310967 | Time: 1424.53 ms
[2021-10-04 15:51:31 main:581] : INFO : Epoch 1979 | loss: 0.0310802 | val_loss: 0.0310908 | Time: 1465.87 ms
[2021-10-04 15:51:32 main:581] : INFO : Epoch 1980 | loss: 0.0310699 | val_loss: 0.0310906 | Time: 1434.74 ms
[2021-10-04 15:51:34 main:581] : INFO : Epoch 1981 | loss: 0.0310688 | val_loss: 0.0310955 | Time: 1437.34 ms
[2021-10-04 15:51:35 main:581] : INFO : Epoch 1982 | loss: 0.0310673 | val_loss: 0.0310886 | Time: 1529.23 ms
[2021-10-04 15:51:37 main:581] : INFO : Epoch 1983 | loss: 0.0310756 | val_loss: 0.0311003 | Time: 1502.04 ms
[2021-10-04 15:51:38 main:581] : INFO : Epoch 1984 | loss: 0.0310676 | val_loss: 0.0310866 | Time: 1470.12 ms
[2021-10-04 15:51:40 main:581] : INFO : Epoch 1985 | loss: 0.0310622 | val_loss: 0.0310874 | Time: 1424.79 ms
[2021-10-04 15:51:41 main:581] : INFO : Epoch 1986 | loss: 0.0310646 | val_loss: 0.0310884 | Time: 1436.82 ms
[2021-10-04 15:51:42 main:581] : INFO : Epoch 1987 | loss: 0.031074 | val_loss: 0.0310993 | Time: 1458.81 ms
[2021-10-04 15:51:44 main:581] : INFO : Epoch 1988 | loss: 0.0310753 | val_loss: 0.0310935 | Time: 1425.21 ms
[2021-10-04 15:51:45 main:581] : INFO : Epoch 1989 | loss: 0.0310661 | val_loss: 0.0310842 | Time: 1434.22 ms
[2021-10-04 15:51:47 main:581] : INFO : Epoch 1990 | loss: 0.0310642 | val_loss: 0.0310901 | Time: 1449.12 ms
[2021-10-04 15:51:48 main:581] : INFO : Epoch 1991 | loss: 0.0310667 | val_loss: 0.0310893 | Time: 1439.67 ms
[2021-10-04 15:51:50 main:581] : INFO : Epoch 1992 | loss: 0.0310595 | val_loss: 0.0310982 | Time: 1442.58 ms
[2021-10-04 15:51:51 main:581] : INFO : Epoch 1993 | loss: 0.0310674 | val_loss: 0.0310915 | Time: 1439.59 ms
[2021-10-04 15:51:53 main:581] : INFO : Epoch 1994 | loss: 0.0310632 | val_loss: 0.031098 | Time: 1433.4 ms
[2021-10-04 15:51:54 main:581] : INFO : Epoch 1995 | loss: 0.0310609 | val_loss: 0.0310861 | Time: 1472.31 ms
[2021-10-04 15:51:55 main:581] : INFO : Epoch 1996 | loss: 0.0310635 | val_loss: 0.0310819 | Time: 1442.74 ms
[2021-10-04 15:51:57 main:581] : INFO : Epoch 1997 | loss: 0.0310604 | val_loss: 0.0310856 | Time: 1470.99 ms
[2021-10-04 15:51:58 main:581] : INFO : Epoch 1998 | loss: 0.031068 | val_loss: 0.0310909 | Time: 1440.55 ms
[2021-10-04 15:52:00 main:581] : INFO : Epoch 1999 | loss: 0.031071 | val_loss: 0.0310848 | Time: 1510.58 ms
[2021-10-04 15:52:01 main:581] : INFO : Epoch 2000 | loss: 0.0310798 | val_loss: 0.0311432 | Time: 1442.14 ms
[2021-10-04 15:52:03 main:581] : INFO : Epoch 2001 | loss: 0.0310964 | val_loss: 0.0311012 | Time: 1550.59 ms
[2021-10-04 15:52:04 main:581] : INFO : Epoch 2002 | loss: 0.0310809 | val_loss: 0.0310967 | Time: 1458.42 ms
[2021-10-04 15:52:06 main:581] : INFO : Epoch 2003 | loss: 0.0310866 | val_loss: 0.0311089 | Time: 1567.2 ms
[2021-10-04 15:52:07 main:581] : INFO : Epoch 2004 | loss: 0.0310844 | val_loss: 0.0310937 | Time: 1440.87 ms
[2021-10-04 15:52:09 main:581] : INFO : Epoch 2005 | loss: 0.0310733 | val_loss: 0.0310905 | Time: 1445.16 ms
[2021-10-04 15:52:10 main:581] : INFO : Epoch 2006 | loss: 0.0310654 | val_loss: 0.0310915 | Time: 1459.99 ms
[2021-10-04 15:52:12 main:581] : INFO : Epoch 2007 | loss: 0.0310628 | val_loss: 0.0310869 | Time: 1437.06 ms
[2021-10-04 15:52:13 main:581] : INFO : Epoch 2008 | loss: 0.0310634 | val_loss: 0.0310882 | Time: 1464.94 ms
[2021-10-04 15:52:15 main:581] : INFO : Epoch 2009 | loss: 0.0310614 | val_loss: 0.0310919 | Time: 1445.27 ms
[2021-10-04 15:52:16 main:581] : INFO : Epoch 2010 | loss: 0.0310586 | val_loss: 0.0310936 | Time: 1475.91 ms
[2021-10-04 15:52:18 main:581] : INFO : Epoch 2011 | loss: 0.0310694 | val_loss: 0.0310995 | Time: 1452.9 ms
[2021-10-04 15:52:19 main:581] : INFO : Epoch 2012 | loss: 0.0310813 | val_loss: 0.0310921 | Time: 1501.69 ms
[2021-10-04 15:52:20 main:581] : INFO : Epoch 2013 | loss: 0.0310779 | val_loss: 0.0311042 | Time: 1435.81 ms
[2021-10-04 15:52:22 main:581] : INFO : Epoch 2014 | loss: 0.0310823 | val_loss: 0.0310937 | Time: 1457.48 ms
[2021-10-04 15:52:23 main:581] : INFO : Epoch 2015 | loss: 0.031075 | val_loss: 0.0310938 | Time: 1495.28 ms
[2021-10-04 15:52:25 main:581] : INFO : Epoch 2016 | loss: 0.0310681 | val_loss: 0.0310962 | Time: 1455.36 ms
[2021-10-04 15:52:26 main:581] : INFO : Epoch 2017 | loss: 0.0310661 | val_loss: 0.0310856 | Time: 1439.99 ms
[2021-10-04 15:52:28 main:581] : INFO : Epoch 2018 | loss: 0.0310622 | val_loss: 0.0310916 | Time: 1494.01 ms
[2021-10-04 15:52:29 main:581] : INFO : Epoch 2019 | loss: 0.0310576 | val_loss: 0.0310914 | Time: 1443.68 ms
[2021-10-04 15:52:31 main:581] : INFO : Epoch 2020 | loss: 0.0310571 | val_loss: 0.0310862 | Time: 1469.37 ms
[2021-10-04 15:52:32 main:581] : INFO : Epoch 2021 | loss: 0.031053 | val_loss: 0.0310827 | Time: 1454.47 ms
[2021-10-04 15:52:34 main:581] : INFO : Epoch 2022 | loss: 0.0310526 | val_loss: 0.0310814 | Time: 1441.33 ms
[2021-10-04 15:52:35 main:581] : INFO : Epoch 2023 | loss: 0.0310522 | val_loss: 0.031086 | Time: 1435.62 ms
[2021-10-04 15:52:37 main:581] : INFO : Epoch 2024 | loss: 0.0310528 | val_loss: 0.0310809 | Time: 1466.06 ms
[2021-10-04 15:52:38 main:581] : INFO : Epoch 2025 | loss: 0.0310487 | val_loss: 0.0310766 | Time: 1455.78 ms
[2021-10-04 15:52:39 main:581] : INFO : Epoch 2026 | loss: 0.0310445 | val_loss: 0.0310821 | Time: 1487.06 ms
[2021-10-04 15:52:41 main:581] : INFO : Epoch 2027 | loss: 0.0310723 | val_loss: 0.0311179 | Time: 1443.03 ms
[2021-10-04 15:52:42 main:581] : INFO : Epoch 2028 | loss: 0.0311091 | val_loss: 0.0311234 | Time: 1443.72 ms
[2021-10-04 15:52:44 main:581] : INFO : Epoch 2029 | loss: 0.0311031 | val_loss: 0.0311161 | Time: 1429.88 ms
[2021-10-04 15:52:45 main:581] : INFO : Epoch 2030 | loss: 0.031093 | val_loss: 0.0311112 | Time: 1439.09 ms
[2021-10-04 15:52:47 main:581] : INFO : Epoch 2031 | loss: 0.0310823 | val_loss: 0.0311032 | Time: 1463.25 ms
[2021-10-04 15:52:48 main:581] : INFO : Epoch 2032 | loss: 0.0310778 | val_loss: 0.0310876 | Time: 1453.42 ms
[2021-10-04 15:52:50 main:581] : INFO : Epoch 2033 | loss: 0.0310705 | val_loss: 0.0310814 | Time: 1450.28 ms
[2021-10-04 15:52:51 main:581] : INFO : Epoch 2034 | loss: 0.0310674 | val_loss: 0.0310813 | Time: 1452.31 ms
[2021-10-04 15:52:52 main:581] : INFO : Epoch 2035 | loss: 0.0310679 | val_loss: 0.0310871 | Time: 1437.45 ms
[2021-10-04 15:52:54 main:581] : INFO : Epoch 2036 | loss: 0.0310717 | val_loss: 0.0310875 | Time: 1437.72 ms
[2021-10-04 15:52:55 main:581] : INFO : Epoch 2037 | loss: 0.0310685 | val_loss: 0.031089 | Time: 1442.42 ms
[2021-10-04 15:52:57 main:581] : INFO : Epoch 2038 | loss: 0.0310692 | val_loss: 0.0310856 | Time: 1475.99 ms
[2021-10-04 15:52:58 main:581] : INFO : Epoch 2039 | loss: 0.0310687 | val_loss: 0.0310821 | Time: 1550.61 ms
[2021-10-04 15:53:00 main:581] : INFO : Epoch 2040 | loss: 0.031062 | val_loss: 0.0310758 | Time: 1523.52 ms
[2021-10-04 15:53:01 main:581] : INFO : Epoch 2041 | loss: 0.0310578 | val_loss: 0.0310771 | Time: 1452.54 ms
[2021-10-04 15:53:03 main:581] : INFO : Epoch 2042 | loss: 0.0310568 | val_loss: 0.0310818 | Time: 1534.24 ms
[2021-10-04 15:53:04 main:581] : INFO : Epoch 2043 | loss: 0.0310519 | val_loss: 0.0310763 | Time: 1515.45 ms
[2021-10-04 15:53:06 main:581] : INFO : Epoch 2044 | loss: 0.0310551 | val_loss: 0.03108 | Time: 1572.62 ms
[2021-10-04 15:53:07 main:581] : INFO : Epoch 2045 | loss: 0.0310541 | val_loss: 0.0310849 | Time: 1443.54 ms
[2021-10-04 15:53:09 main:581] : INFO : Epoch 2046 | loss: 0.0310547 | val_loss: 0.0310831 | Time: 1524.32 ms
[2021-10-04 15:53:10 main:581] : INFO : Epoch 2047 | loss: 0.03105 | val_loss: 0.0310807 | Time: 1450.19 ms
[2021-10-04 15:53:12 main:581] : INFO : Epoch 2048 | loss: 0.0310451 | val_loss: 0.0310818 | Time: 1535.08 ms
[2021-10-04 15:53:12 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0310818
[2021-10-04 15:53:12 main:610] : INFO : Saving end state to config to file
[2021-10-04 15:53:12 main:615] : INFO : Success, exiting..
15:53:12 (22759): 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)