Task 14507371
| Name | ParityModified-1647044784-3814-3-0_2 |
| Workunit | 11303321 |
| Created | 6 Apr 2022, 22:55:07 UTC |
| Sent | 7 Apr 2022, 0:02:20 UTC |
| Report deadline | 15 Apr 2022, 0:02:20 UTC |
| Received | 12 Apr 2022, 20:06:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10639 |
| Run time | 51 min 57 sec |
| CPU time | 49 min 32 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,050.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312 | val_loss: 0.031208 | Time: 1359.74 ms
[2022-04-06 17:54:28 main:574] : INFO : Epoch 1543 | loss: 0.0311998 | val_loss: 0.0312059 | Time: 1834.44 ms
[2022-04-06 17:54:29 main:574] : INFO : Epoch 1544 | loss: 0.031202 | val_loss: 0.0312068 | Time: 1413.91 ms
[2022-04-06 17:54:30 main:574] : INFO : Epoch 1545 | loss: 0.0312015 | val_loss: 0.0312089 | Time: 1355.93 ms
[2022-04-06 17:54:32 main:574] : INFO : Epoch 1546 | loss: 0.0312007 | val_loss: 0.031207 | Time: 1358.49 ms
[2022-04-06 17:54:33 main:574] : INFO : Epoch 1547 | loss: 0.0312015 | val_loss: 0.0312074 | Time: 1560.75 ms
[2022-04-06 17:54:35 main:574] : INFO : Epoch 1548 | loss: 0.0312038 | val_loss: 0.0312068 | Time: 1379.05 ms
[2022-04-06 17:54:36 main:574] : INFO : Epoch 1549 | loss: 0.0312021 | val_loss: 0.031212 | Time: 1370.29 ms
[2022-04-06 17:54:38 main:574] : INFO : Epoch 1550 | loss: 0.0312042 | val_loss: 0.0312096 | Time: 1615.55 ms
[2022-04-06 17:54:39 main:574] : INFO : Epoch 1551 | loss: 0.0312017 | val_loss: 0.0312074 | Time: 1370.57 ms
[2022-04-06 17:54:40 main:574] : INFO : Epoch 1552 | loss: 0.0312049 | val_loss: 0.0312082 | Time: 1355.47 ms
[2022-04-06 17:54:42 main:574] : INFO : Epoch 1553 | loss: 0.0312028 | val_loss: 0.0312082 | Time: 1388.05 ms
[2022-04-06 17:54:43 main:574] : INFO : Epoch 1554 | loss: 0.0312025 | val_loss: 0.0312073 | Time: 1392.95 ms
[2022-04-06 17:54:44 main:574] : INFO : Epoch 1555 | loss: 0.0312026 | val_loss: 0.031208 | Time: 1357.31 ms
[2022-04-06 17:54:47 main:574] : INFO : Epoch 1556 | loss: 0.0312027 | val_loss: 0.0312066 | Time: 2134.94 ms
[2022-04-06 17:54:48 main:574] : INFO : Epoch 1557 | loss: 0.031201 | val_loss: 0.0312073 | Time: 1524.45 ms
[2022-04-06 17:54:50 main:574] : INFO : Epoch 1558 | loss: 0.0312004 | val_loss: 0.031211 | Time: 1348.95 ms
[2022-04-06 17:54:51 main:574] : INFO : Epoch 1559 | loss: 0.0312008 | val_loss: 0.031208 | Time: 1355.91 ms
[2022-04-06 17:54:52 main:574] : INFO : Epoch 1560 | loss: 0.0312012 | val_loss: 0.0312066 | Time: 1353.48 ms
[2022-04-06 17:54:54 main:574] : INFO : Epoch 1561 | loss: 0.0311997 | val_loss: 0.0312065 | Time: 1356.27 ms
[2022-04-06 17:54:55 main:574] : INFO : Epoch 1562 | loss: 0.0312017 | val_loss: 0.0312075 | Time: 1355.31 ms
[2022-04-06 17:54:56 main:574] : INFO : Epoch 1563 | loss: 0.0311999 | val_loss: 0.0312092 | Time: 1477.37 ms
[2022-04-06 17:54:58 main:574] : INFO : Epoch 1564 | loss: 0.0311995 | val_loss: 0.0312058 | Time: 1565.41 ms
[2022-04-06 17:54:59 main:574] : INFO : Epoch 1565 | loss: 0.0311987 | val_loss: 0.0312111 | Time: 1351.96 ms
[2022-04-06 17:55:01 main:574] : INFO : Epoch 1566 | loss: 0.0312041 | val_loss: 0.0312076 | Time: 1348.2 ms
[2022-04-06 17:55:02 main:574] : INFO : Epoch 1567 | loss: 0.0312001 | val_loss: 0.0312061 | Time: 1357.42 ms
[2022-04-06 17:55:03 main:574] : INFO : Epoch 1568 | loss: 0.0311986 | val_loss: 0.0312063 | Time: 1355.37 ms
[2022-04-06 17:55:05 main:574] : INFO : Epoch 1569 | loss: 0.0312022 | val_loss: 0.0312107 | Time: 1367.22 ms
[2022-04-06 17:55:06 main:574] : INFO : Epoch 1570 | loss: 0.0312024 | val_loss: 0.0312099 | Time: 1398.2 ms
[2022-04-06 17:55:08 main:574] : INFO : Epoch 1571 | loss: 0.0312006 | val_loss: 0.0312121 | Time: 1627.07 ms
[2022-04-06 17:55:09 main:574] : INFO : Epoch 1572 | loss: 0.031202 | val_loss: 0.0312082 | Time: 1356.38 ms
[2022-04-06 17:55:11 main:574] : INFO : Epoch 1573 | loss: 0.0312027 | val_loss: 0.031209 | Time: 1356.04 ms
[2022-04-06 17:55:12 main:574] : INFO : Epoch 1574 | loss: 0.0312004 | val_loss: 0.0312079 | Time: 1355.43 ms
[2022-04-06 17:55:13 main:574] : INFO : Epoch 1575 | loss: 0.0312015 | val_loss: 0.0312086 | Time: 1358.17 ms
[2022-04-06 17:55:15 main:574] : INFO : Epoch 1576 | loss: 0.0312014 | val_loss: 0.0312129 | Time: 1359.34 ms
[2022-04-06 17:55:16 main:574] : INFO : Epoch 1577 | loss: 0.0312008 | val_loss: 0.0312081 | Time: 1356.03 ms
[2022-04-06 17:55:18 main:574] : INFO : Epoch 1578 | loss: 0.0311981 | val_loss: 0.0312058 | Time: 1620.64 ms
[2022-04-06 17:55:19 main:574] : INFO : Epoch 1579 | loss: 0.0311972 | val_loss: 0.0312054 | Time: 1365.34 ms
[2022-04-06 17:55:20 main:574] : INFO : Epoch 1580 | loss: 0.0311979 | val_loss: 0.0312075 | Time: 1361.36 ms
[2022-04-06 17:55:22 main:574] : INFO : Epoch 1581 | loss: 0.0312017 | val_loss: 0.0312095 | Time: 1364.57 ms
[2022-04-06 17:55:23 main:574] : INFO : Epoch 1582 | loss: 0.031199 | val_loss: 0.0312096 | Time: 1355.22 ms
[2022-04-06 17:55:24 main:574] : INFO : Epoch 1583 | loss: 0.0311995 | val_loss: 0.0312091 | Time: 1358.68 ms
[2022-04-06 17:55:26 main:574] : INFO : Epoch 1584 | loss: 0.0312018 | val_loss: 0.0312064 | Time: 1355.74 ms
[2022-04-06 17:55:27 main:574] : INFO : Epoch 1585 | loss: 0.0311977 | val_loss: 0.0312046 | Time: 1634.28 ms
[2022-04-06 17:55:29 main:574] : INFO : Epoch 1586 | loss: 0.0311979 | val_loss: 0.0312081 | Time: 1366.49 ms
[2022-04-06 17:55:30 main:574] : INFO : Epoch 1587 | loss: 0.0311976 | val_loss: 0.0312051 | Time: 1361.63 ms
[2022-04-06 17:55:32 main:574] : INFO : Epoch 1588 | loss: 0.031197 | val_loss: 0.0312077 | Time: 1356.94 ms
[2022-04-06 17:55:33 main:574] : INFO : Epoch 1589 | loss: 0.0312034 | val_loss: 0.0312084 | Time: 1405.15 ms
[2022-04-06 17:55:34 main:574] : INFO : Epoch 1590 | loss: 0.031204 | val_loss: 0.0312086 | Time: 1431.3 ms
[2022-04-06 17:55:36 main:574] : INFO : Epoch 1591 | loss: 0.0312048 | val_loss: 0.0312119 | Time: 1351.52 ms
[2022-04-06 17:55:37 main:574] : INFO : Epoch 1592 | loss: 0.0312056 | val_loss: 0.0312096 | Time: 1643.29 ms
[2022-04-06 17:55:39 main:574] : INFO : Epoch 1593 | loss: 0.0312035 | val_loss: 0.0312087 | Time: 1372.68 ms
[2022-04-06 17:55:40 main:574] : INFO : Epoch 1594 | loss: 0.0312032 | val_loss: 0.0312086 | Time: 1374.83 ms
[2022-04-06 17:55:42 main:574] : INFO : Epoch 1595 | loss: 0.0312034 | val_loss: 0.0312073 | Time: 1352.39 ms
[2022-04-06 17:55:43 main:574] : INFO : Epoch 1596 | loss: 0.0312035 | val_loss: 0.0312075 | Time: 1349.79 ms
[2022-04-06 17:55:44 main:574] : INFO : Epoch 1597 | loss: 0.0312031 | val_loss: 0.0312058 | Time: 1356.83 ms
[2022-04-06 17:55:46 main:574] : INFO : Epoch 1598 | loss: 0.0312029 | val_loss: 0.0312076 | Time: 1584.42 ms
[2022-04-06 17:55:48 main:574] : INFO : Epoch 1599 | loss: 0.0312052 | val_loss: 0.0312062 | Time: 1872.06 ms
[2022-04-06 17:55:49 main:574] : INFO : Epoch 1600 | loss: 0.0312077 | val_loss: 0.0312071 | Time: 1358.57 ms
[2022-04-06 17:55:50 main:574] : INFO : Epoch 1601 | loss: 0.0312054 | val_loss: 0.0312069 | Time: 1358.31 ms
[2022-04-06 17:55:52 main:574] : INFO : Epoch 1602 | loss: 0.0312056 | val_loss: 0.0312077 | Time: 1356.51 ms
[2022-04-06 17:55:53 main:574] : INFO : Epoch 1603 | loss: 0.0312048 | val_loss: 0.0312118 | Time: 1352.2 ms
[2022-04-06 17:55:55 main:574] : INFO : Epoch 1604 | loss: 0.0312096 | val_loss: 0.0312074 | Time: 1351.63 ms
[2022-04-06 17:55:56 main:574] : INFO : Epoch 1605 | loss: 0.0312047 | val_loss: 0.0312121 | Time: 1349.03 ms
[2022-04-06 17:55:58 main:574] : INFO : Epoch 1606 | loss: 0.0312048 | val_loss: 0.0312069 | Time: 1646.24 ms
[2022-04-06 17:55:59 main:574] : INFO : Epoch 1607 | loss: 0.0312042 | val_loss: 0.0312095 | Time: 1378.74 ms
[2022-04-06 17:56:00 main:574] : INFO : Epoch 1608 | loss: 0.0312047 | val_loss: 0.0312075 | Time: 1355.52 ms
[2022-04-06 17:56:02 main:574] : INFO : Epoch 1609 | loss: 0.0312025 | val_loss: 0.0312083 | Time: 1358.35 ms
[2022-04-06 17:56:03 main:574] : INFO : Epoch 1610 | loss: 0.031204 | val_loss: 0.0312051 | Time: 1356.37 ms
[2022-04-06 17:56:04 main:574] : INFO : Epoch 1611 | loss: 0.031203 | val_loss: 0.0312066 | Time: 1361.46 ms
[2022-04-06 17:56:06 main:574] : INFO : Epoch 1612 | loss: 0.0312031 | val_loss: 0.0312073 | Time: 1355.48 ms
[2022-04-06 17:56:07 main:574] : INFO : Epoch 1613 | loss: 0.0312049 | val_loss: 0.031204 | Time: 1579.06 ms
[2022-04-06 17:56:09 main:574] : INFO : Epoch 1614 | loss: 0.0312026 | val_loss: 0.0312046 | Time: 1392.69 ms
[2022-04-06 17:56:10 main:574] : INFO : Epoch 1615 | loss: 0.0311998 | val_loss: 0.0312046 | Time: 1355.59 ms
[2022-04-06 17:56:11 main:574] : INFO : Epoch 1616 | loss: 0.0312012 | val_loss: 0.0312037 | Time: 1357.18 ms
[2022-04-06 17:56:13 main:574] : INFO : Epoch 1617 | loss: 0.0311999 | val_loss: 0.0312046 | Time: 1364.83 ms
[2022-04-06 17:56:14 main:574] : INFO : Epoch 1618 | loss: 0.0312013 | val_loss: 0.0312122 | Time: 1367.67 ms
[2022-04-06 17:56:15 main:574] : INFO : Epoch 1619 | loss: 0.0312041 | val_loss: 0.031207 | Time: 1351.53 ms
[2022-04-06 17:56:17 main:574] : INFO : Epoch 1620 | loss: 0.0312037 | val_loss: 0.0312103 | Time: 1620.94 ms
[2022-04-06 17:56:19 main:574] : INFO : Epoch 1621 | loss: 0.0312031 | val_loss: 0.0312053 | Time: 1382.44 ms
[2022-04-06 17:56:20 main:574] : INFO : Epoch 1622 | loss: 0.0312013 | val_loss: 0.0312056 | Time: 1353.63 ms
[2022-04-06 17:56:21 main:574] : INFO : Epoch 1623 | loss: 0.0312005 | val_loss: 0.0312066 | Time: 1355 ms
[2022-04-06 17:56:23 main:574] : INFO : Epoch 1624 | loss: 0.031204 | val_loss: 0.0312058 | Time: 1366.24 ms
[2022-04-06 17:56:24 main:574] : INFO : Epoch 1625 | loss: 0.0312032 | val_loss: 0.0312095 | Time: 1359.59 ms
[2022-04-06 17:56:25 main:574] : INFO : Epoch 1626 | loss: 0.0312039 | val_loss: 0.0312073 | Time: 1351.52 ms
[2022-04-06 17:56:27 main:574] : INFO : Epoch 1627 | loss: 0.0312061 | val_loss: 0.0312049 | Time: 1670.12 ms
[2022-04-06 17:56:28 main:574] : INFO : Epoch 1628 | loss: 0.0312025 | val_loss: 0.0312007 | Time: 1426.34 ms
[2022-04-06 17:56:30 main:574] : INFO : Epoch 1629 | loss: 0.0312003 | val_loss: 0.0312003 | Time: 1356.09 ms
[2022-04-06 17:56:31 main:574] : INFO : Epoch 1630 | loss: 0.0312015 | val_loss: 0.0312036 | Time: 1362.75 ms
[2022-04-06 17:56:33 main:574] : INFO : Epoch 1631 | loss: 0.0311986 | val_loss: 0.031202 | Time: 1350.91 ms
[2022-04-06 17:56:34 main:574] : INFO : Epoch 1632 | loss: 0.0312018 | val_loss: 0.031203 | Time: 1424.29 ms
[2022-04-06 17:56:35 main:574] : INFO : Epoch 1633 | loss: 0.0312014 | val_loss: 0.0312038 | Time: 1354.83 ms
[2022-04-06 17:56:37 main:574] : INFO : Epoch 1634 | loss: 0.0312007 | val_loss: 0.0312011 | Time: 1538.72 ms
[2022-04-06 17:56:38 main:574] : INFO : Epoch 1635 | loss: 0.0311985 | val_loss: 0.0312009 | Time: 1503.45 ms
[2022-04-06 17:56:40 main:574] : INFO : Epoch 1636 | loss: 0.0311994 | val_loss: 0.0312018 | Time: 1361.49 ms
[2022-04-06 17:56:41 main:574] : INFO : Epoch 1637 | loss: 0.0311983 | val_loss: 0.0312011 | Time: 1363.51 ms
[2022-04-06 17:56:42 main:574] : INFO : Epoch 1638 | loss: 0.0311976 | val_loss: 0.0311996 | Time: 1359.87 ms
[2022-04-06 17:56:44 main:574] : INFO : Epoch 1639 | loss: 0.0312003 | val_loss: 0.0312028 | Time: 1353.09 ms
[2022-04-06 17:56:45 main:574] : INFO : Epoch 1640 | loss: 0.031203 | val_loss: 0.0312014 | Time: 1355.12 ms
[2022-04-06 17:56:47 main:574] : INFO : Epoch 1641 | loss: 0.0312014 | val_loss: 0.0311989 | Time: 1950.72 ms
[2022-04-06 17:56:49 main:574] : INFO : Epoch 1642 | loss: 0.0311996 | val_loss: 0.0312008 | Time: 1407.63 ms
[2022-04-06 17:56:50 main:574] : INFO : Epoch 1643 | loss: 0.0312012 | val_loss: 0.0312008 | Time: 1352.92 ms
[2022-04-06 17:56:51 main:574] : INFO : Epoch 1644 | loss: 0.0311994 | val_loss: 0.0312034 | Time: 1350.42 ms
[2022-04-06 17:56:53 main:574] : INFO : Epoch 1645 | loss: 0.0311989 | val_loss: 0.0312002 | Time: 1362.02 ms
[2022-04-06 17:56:54 main:574] : INFO : Epoch 1646 | loss: 0.0311984 | val_loss: 0.0311986 | Time: 1352.33 ms
[2022-04-06 17:56:55 main:574] : INFO : Epoch 1647 | loss: 0.0312021 | val_loss: 0.0312035 | Time: 1346.04 ms
[2022-04-06 17:56:57 main:574] : INFO : Epoch 1648 | loss: 0.0311998 | val_loss: 0.0311991 | Time: 1507.09 ms
[2022-04-06 17:56:58 main:574] : INFO : Epoch 1649 | loss: 0.0311974 | val_loss: 0.0311988 | Time: 1509.7 ms
[2022-04-06 17:57:00 main:574] : INFO : Epoch 1650 | loss: 0.0311966 | val_loss: 0.0311982 | Time: 1354.59 ms
[2022-04-06 17:57:01 main:574] : INFO : Epoch 1651 | loss: 0.0311963 | val_loss: 0.0312012 | Time: 1350.2 ms
[2022-04-06 17:57:02 main:574] : INFO : Epoch 1652 | loss: 0.0311984 | val_loss: 0.0311992 | Time: 1358.87 ms
[2022-04-06 17:57:04 main:574] : INFO : Epoch 1653 | loss: 0.0311978 | val_loss: 0.0311973 | Time: 1352.08 ms
[2022-04-06 17:57:05 main:574] : INFO : Epoch 1654 | loss: 0.0311955 | val_loss: 0.0311999 | Time: 1356.91 ms
[2022-04-06 17:57:07 main:574] : INFO : Epoch 1655 | loss: 0.0311958 | val_loss: 0.0312009 | Time: 1480.65 ms
[2022-04-06 17:57:08 main:574] : INFO : Epoch 1656 | loss: 0.0311985 | val_loss: 0.0312028 | Time: 1545.53 ms
[2022-04-06 17:57:10 main:574] : INFO : Epoch 1657 | loss: 0.0311988 | val_loss: 0.0311979 | Time: 1432.65 ms
[2022-04-06 17:57:11 main:574] : INFO : Epoch 1658 | loss: 0.0311968 | val_loss: 0.0311979 | Time: 1446.77 ms
[2022-04-06 17:57:13 main:574] : INFO : Epoch 1659 | loss: 0.0311969 | val_loss: 0.0312012 | Time: 1447.06 ms
[2022-04-06 17:57:14 main:574] : INFO : Epoch 1660 | loss: 0.0311994 | val_loss: 0.0311979 | Time: 1346.09 ms
[2022-04-06 17:57:15 main:574] : INFO : Epoch 1661 | loss: 0.0311964 | val_loss: 0.0312003 | Time: 1391.51 ms
[2022-04-06 17:57:17 main:574] : INFO : Epoch 1662 | loss: 0.0311964 | val_loss: 0.0312067 | Time: 1771.77 ms
[2022-04-06 17:57:19 main:574] : INFO : Epoch 1663 | loss: 0.0311953 | val_loss: 0.0311963 | Time: 1687.43 ms
[2022-04-06 17:57:20 main:574] : INFO : Epoch 1664 | loss: 0.0311917 | val_loss: 0.0311963 | Time: 1445.76 ms
[2022-04-06 17:57:22 main:574] : INFO : Epoch 1665 | loss: 0.0311908 | val_loss: 0.0311973 | Time: 1483.84 ms
[2022-04-06 17:57:23 main:574] : INFO : Epoch 1666 | loss: 0.0311929 | val_loss: 0.0312006 | Time: 1529.5 ms
[2022-04-06 17:57:25 main:574] : INFO : Epoch 1667 | loss: 0.0311935 | val_loss: 0.0311969 | Time: 1531.92 ms
[2022-04-06 17:57:36 main:574] : INFO : Epoch 1668 | loss: 0.0311925 | val_loss: 0.0311965 | Time: 11433.8 ms
[2022-04-06 17:57:38 main:574] : INFO : Epoch 1669 | loss: 0.031194 | val_loss: 0.0311968 | Time: 1914.41 ms
[2022-04-06 17:57:40 main:574] : INFO : Epoch 1670 | loss: 0.0311927 | val_loss: 0.0311978 | Time: 1412.94 ms
[2022-04-06 17:57:41 main:574] : INFO : Epoch 1671 | loss: 0.0311928 | val_loss: 0.0312 | Time: 1429.85 ms
[2022-04-06 17:57:42 main:574] : INFO : Epoch 1672 | loss: 0.031193 | val_loss: 0.0312012 | Time: 1347.29 ms
[2022-04-06 17:57:44 main:574] : INFO : Epoch 1673 | loss: 0.0311911 | val_loss: 0.0311975 | Time: 1345.96 ms
[2022-04-06 17:57:45 main:574] : INFO : Epoch 1674 | loss: 0.0311909 | val_loss: 0.0311979 | Time: 1348 ms
[2022-04-06 17:57:47 main:574] : INFO : Epoch 1675 | loss: 0.0311925 | val_loss: 0.0311988 | Time: 1603.87 ms
[2022-04-06 17:57:48 main:574] : INFO : Epoch 1676 | loss: 0.0311919 | val_loss: 0.0311984 | Time: 1860.86 ms
[2022-04-06 17:57:50 main:574] : INFO : Epoch 1677 | loss: 0.0311921 | val_loss: 0.0311974 | Time: 1472.4 ms
[2022-04-06 17:57:51 main:574] : INFO : Epoch 1678 | loss: 0.031191 | val_loss: 0.0311985 | Time: 1458.74 ms
[2022-04-06 17:57:53 main:574] : INFO : Epoch 1679 | loss: 0.0311907 | val_loss: 0.0311976 | Time: 1354.32 ms
[2022-04-06 17:57:54 main:574] : INFO : Epoch 1680 | loss: 0.0311919 | val_loss: 0.0311984 | Time: 1356.16 ms
[2022-04-06 17:57:56 main:574] : INFO : Epoch 1681 | loss: 0.0311928 | val_loss: 0.0311968 | Time: 1402.47 ms
[2022-04-06 17:57:57 main:574] : INFO : Epoch 1682 | loss: 0.0311919 | val_loss: 0.0311981 | Time: 1762.73 ms
[2022-04-06 17:57:59 main:574] : INFO : Epoch 1683 | loss: 0.0311925 | val_loss: 0.0311964 | Time: 1561.27 ms
[2022-04-06 17:58:00 main:574] : INFO : Epoch 1684 | loss: 0.0311918 | val_loss: 0.0311965 | Time: 1459.74 ms
[2022-04-06 17:58:02 main:574] : INFO : Epoch 1685 | loss: 0.0311923 | val_loss: 0.0311952 | Time: 1353.5 ms
[2022-04-06 17:58:03 main:574] : INFO : Epoch 1686 | loss: 0.0311916 | val_loss: 0.0311964 | Time: 1360.58 ms
[2022-04-06 17:58:04 main:574] : INFO : Epoch 1687 | loss: 0.0311933 | val_loss: 0.0311967 | Time: 1353.3 ms
[2022-04-06 17:58:06 main:574] : INFO : Epoch 1688 | loss: 0.0311894 | val_loss: 0.0311962 | Time: 1662.16 ms
[2022-04-06 17:58:08 main:574] : INFO : Epoch 1689 | loss: 0.0311891 | val_loss: 0.0311957 | Time: 2085.83 ms
[2022-04-06 17:58:10 main:574] : INFO : Epoch 1690 | loss: 0.031189 | val_loss: 0.0311954 | Time: 1388.05 ms
[2022-04-06 17:58:11 main:574] : INFO : Epoch 1691 | loss: 0.0311895 | val_loss: 0.0312003 | Time: 1430.6 ms
[2022-04-06 17:58:12 main:574] : INFO : Epoch 1692 | loss: 0.0311919 | val_loss: 0.0311983 | Time: 1371.17 ms
[2022-04-06 17:58:14 main:574] : INFO : Epoch 1693 | loss: 0.031191 | val_loss: 0.0311999 | Time: 1402.82 ms
[2022-04-06 17:58:15 main:574] : INFO : Epoch 1694 | loss: 0.0311921 | val_loss: 0.0311979 | Time: 1382.4 ms
[2022-04-06 17:58:17 main:574] : INFO : Epoch 1695 | loss: 0.0311914 | val_loss: 0.0311984 | Time: 1455.74 ms
[2022-04-06 17:58:18 main:574] : INFO : Epoch 1696 | loss: 0.0311927 | val_loss: 0.0311974 | Time: 1599 ms
[2022-04-06 17:58:20 main:574] : INFO : Epoch 1697 | loss: 0.0311926 | val_loss: 0.0311993 | Time: 1411.47 ms
[2022-04-06 17:58:21 main:574] : INFO : Epoch 1698 | loss: 0.0311922 | val_loss: 0.0311975 | Time: 1695.44 ms
[2022-04-06 17:58:23 main:574] : INFO : Epoch 1699 | loss: 0.0311916 | val_loss: 0.0311973 | Time: 1377.96 ms
[2022-04-06 17:58:24 main:574] : INFO : Epoch 1700 | loss: 0.0311907 | val_loss: 0.0311967 | Time: 1429.84 ms
[2022-04-06 17:58:26 main:574] : INFO : Epoch 1701 | loss: 0.0311898 | val_loss: 0.0311965 | Time: 1400.99 ms
[2022-04-06 17:58:27 main:574] : INFO : Epoch 1702 | loss: 0.0311896 | val_loss: 0.0311965 | Time: 1795.45 ms
[2022-04-06 17:58:29 main:574] : INFO : Epoch 1703 | loss: 0.0311893 | val_loss: 0.0311985 | Time: 1437.86 ms
[2022-04-06 17:58:30 main:574] : INFO : Epoch 1704 | loss: 0.0311893 | val_loss: 0.0311967 | Time: 1390.42 ms
[2022-04-06 17:58:32 main:574] : INFO : Epoch 1705 | loss: 0.0311888 | val_loss: 0.0311958 | Time: 1410.61 ms
[2022-04-06 17:58:34 main:574] : INFO : Epoch 1706 | loss: 0.0311881 | val_loss: 0.0311954 | Time: 1954.2 ms
[2022-04-06 17:58:35 main:574] : INFO : Epoch 1707 | loss: 0.0311914 | val_loss: 0.0312003 | Time: 1717.43 ms
[2022-04-06 17:58:47 main:574] : INFO : Epoch 1708 | loss: 0.03119 | val_loss: 0.0312004 | Time: 11690.1 ms
[2022-04-06 17:58:49 main:574] : INFO : Epoch 1709 | loss: 0.0311892 | val_loss: 0.0311965 | Time: 1568.91 ms
[2022-04-06 17:58:50 main:574] : INFO : Epoch 1710 | loss: 0.0311885 | val_loss: 0.0311982 | Time: 1432.26 ms
[2022-04-06 17:58:52 main:574] : INFO : Epoch 1711 | loss: 0.0311894 | val_loss: 0.0311974 | Time: 1479.27 ms
[2022-04-06 17:58:53 main:574] : INFO : Epoch 1712 | loss: 0.0311881 | val_loss: 0.0311958 | Time: 1438.54 ms
[2022-04-06 17:58:54 main:574] : INFO : Epoch 1713 | loss: 0.0311886 | val_loss: 0.0311986 | Time: 1433.42 ms
[2022-04-06 17:58:56 main:574] : INFO : Epoch 1714 | loss: 0.0311883 | val_loss: 0.0311959 | Time: 1412.96 ms
[2022-04-06 17:58:58 main:574] : INFO : Epoch 1715 | loss: 0.0311882 | val_loss: 0.0311952 | Time: 1859.69 ms
[2022-04-06 17:58:59 main:574] : INFO : Epoch 1716 | loss: 0.031188 | val_loss: 0.0311978 | Time: 1451.07 ms
[2022-04-06 17:59:01 main:574] : INFO : Epoch 1717 | loss: 0.0311881 | val_loss: 0.0311954 | Time: 1381.23 ms
[2022-04-06 17:59:02 main:574] : INFO : Epoch 1718 | loss: 0.0311877 | val_loss: 0.0311945 | Time: 1613.82 ms
[2022-04-06 17:59:04 main:574] : INFO : Epoch 1719 | loss: 0.0311865 | val_loss: 0.0311954 | Time: 1411.23 ms
[2022-04-06 17:59:05 main:574] : INFO : Epoch 1720 | loss: 0.0311893 | val_loss: 0.0312009 | Time: 1465.37 ms
[2022-04-06 17:59:07 main:574] : INFO : Epoch 1721 | loss: 0.0311886 | val_loss: 0.0311958 | Time: 1517.3 ms
[2022-04-06 17:59:08 main:574] : INFO : Epoch 1722 | loss: 0.0311875 | val_loss: 0.0311943 | Time: 1797.51 ms
[2022-04-06 17:59:10 main:574] : INFO : Epoch 1723 | loss: 0.0311873 | val_loss: 0.031195 | Time: 1417.14 ms
[2022-04-06 17:59:11 main:574] : INFO : Epoch 1724 | loss: 0.0311864 | val_loss: 0.0311958 | Time: 1351.94 ms
[2022-04-06 17:59:13 main:574] : INFO : Epoch 1725 | loss: 0.0311863 | val_loss: 0.0311962 | Time: 1412.76 ms
[2022-04-06 17:59:14 main:574] : INFO : Epoch 1726 | loss: 0.0311863 | val_loss: 0.0311941 | Time: 1588.64 ms
[2022-04-06 17:59:16 main:574] : INFO : Epoch 1727 | loss: 0.0311869 | val_loss: 0.0311969 | Time: 1455.17 ms
[2022-04-06 17:59:17 main:574] : INFO : Epoch 1728 | loss: 0.0311896 | val_loss: 0.0312008 | Time: 1847.44 ms
[2022-04-06 17:59:19 main:574] : INFO : Epoch 1729 | loss: 0.0311871 | val_loss: 0.0311949 | Time: 1554.8 ms
[2022-04-06 17:59:20 main:574] : INFO : Epoch 1730 | loss: 0.0311855 | val_loss: 0.0311946 | Time: 1406.96 ms
[2022-04-06 17:59:22 main:574] : INFO : Epoch 1731 | loss: 0.0311867 | val_loss: 0.0311973 | Time: 1452.78 ms
[2022-04-06 17:59:23 main:574] : INFO : Epoch 1732 | loss: 0.0311866 | val_loss: 0.0311961 | Time: 1374.08 ms
[2022-04-06 17:59:25 main:574] : INFO : Epoch 1733 | loss: 0.0311842 | val_loss: 0.031196 | Time: 1342.6 ms
[2022-04-06 17:59:26 main:574] : INFO : Epoch 1734 | loss: 0.0311848 | val_loss: 0.0311941 | Time: 1347.36 ms
[2022-04-06 17:59:28 main:574] : INFO : Epoch 1735 | loss: 0.0311851 | val_loss: 0.0311969 | Time: 1547.78 ms
[2022-04-06 17:59:29 main:574] : INFO : Epoch 1736 | loss: 0.0311881 | val_loss: 0.0311975 | Time: 1360.73 ms
[2022-04-06 17:59:30 main:574] : INFO : Epoch 1737 | loss: 0.0311861 | val_loss: 0.031196 | Time: 1347.65 ms
[2022-04-06 17:59:32 main:574] : INFO : Epoch 1738 | loss: 0.031186 | val_loss: 0.031195 | Time: 1716.35 ms
[2022-04-06 17:59:33 main:574] : INFO : Epoch 1739 | loss: 0.031184 | val_loss: 0.0311943 | Time: 1384.54 ms
[2022-04-06 17:59:35 main:574] : INFO : Epoch 1740 | loss: 0.0311836 | val_loss: 0.0311934 | Time: 1339.82 ms
[2022-04-06 17:59:36 main:574] : INFO : Epoch 1741 | loss: 0.031184 | val_loss: 0.0311954 | Time: 1343.81 ms
[2022-04-06 17:59:38 main:574] : INFO : Epoch 1742 | loss: 0.0311851 | val_loss: 0.0311954 | Time: 1619.97 ms
[2022-04-06 17:59:39 main:574] : INFO : Epoch 1743 | loss: 0.0311832 | val_loss: 0.0311956 | Time: 1348.78 ms
[2022-04-06 17:59:40 main:574] : INFO : Epoch 1744 | loss: 0.0311832 | val_loss: 0.0311966 | Time: 1346.49 ms
[2022-04-06 17:59:42 main:574] : INFO : Epoch 1745 | loss: 0.0311838 | val_loss: 0.0311974 | Time: 1341.63 ms
[2022-04-06 17:59:43 main:574] : INFO : Epoch 1746 | loss: 0.0311863 | val_loss: 0.031203 | Time: 1342.22 ms
[2022-04-06 17:59:44 main:574] : INFO : Epoch 1747 | loss: 0.031186 | val_loss: 0.0311964 | Time: 1341.7 ms
[2022-04-06 17:59:46 main:574] : INFO : Epoch 1748 | loss: 0.031185 | val_loss: 0.0311939 | Time: 1333.31 ms
[2022-04-06 17:59:57 main:574] : INFO : Epoch 1749 | loss: 0.031184 | val_loss: 0.0311944 | Time: 11633.5 ms
[2022-04-06 17:59:59 main:574] : INFO : Epoch 1750 | loss: 0.031184 | val_loss: 0.0311972 | Time: 1360.9 ms
[2022-04-06 18:00:00 main:574] : INFO : Epoch 1751 | loss: 0.0311841 | val_loss: 0.031198 | Time: 1340.29 ms
[2022-04-06 18:00:01 main:574] : INFO : Epoch 1752 | loss: 0.0311837 | val_loss: 0.0311936 | Time: 1395.77 ms
[2022-04-06 18:00:04 main:574] : INFO : Epoch 1753 | loss: 0.0311821 | val_loss: 0.0311954 | Time: 2081.27 ms
[2022-04-06 18:00:06 main:574] : INFO : Epoch 1754 | loss: 0.0311837 | val_loss: 0.0311963 | Time: 2332.53 ms
[2022-04-06 18:00:08 main:574] : INFO : Epoch 1755 | loss: 0.0311853 | val_loss: 0.0311953 | Time: 1936.72 ms
[2022-04-06 18:00:09 main:574] : INFO : Epoch 1756 | loss: 0.0311833 | val_loss: 0.0311936 | Time: 1370.74 ms
[2022-04-06 18:00:11 main:574] : INFO : Epoch 1757 | loss: 0.0311863 | val_loss: 0.0311941 | Time: 1342.55 ms
[2022-04-06 18:00:12 main:574] : INFO : Epoch 1758 | loss: 0.0311839 | val_loss: 0.0311947 | Time: 1341.81 ms
[2022-04-06 18:00:13 main:574] : INFO : Epoch 1759 | loss: 0.0311832 | val_loss: 0.0311962 | Time: 1345.67 ms
[2022-04-06 18:00:15 main:574] : INFO : Epoch 1760 | loss: 0.0311847 | val_loss: 0.0312027 | Time: 1337.92 ms
[2022-04-06 18:00:16 main:574] : INFO : Epoch 1761 | loss: 0.0311848 | val_loss: 0.0311954 | Time: 1340.08 ms
[2022-04-06 18:00:18 main:574] : INFO : Epoch 1762 | loss: 0.0311834 | val_loss: 0.0311971 | Time: 1635.75 ms
[2022-04-06 18:00:19 main:574] : INFO : Epoch 1763 | loss: 0.0311821 | val_loss: 0.0311939 | Time: 1351.82 ms
[2022-04-06 18:00:20 main:574] : INFO : Epoch 1764 | loss: 0.0311842 | val_loss: 0.0311932 | Time: 1343.83 ms
[2022-04-06 18:00:22 main:574] : INFO : Epoch 1765 | loss: 0.0311841 | val_loss: 0.0311971 | Time: 1339.07 ms
[2022-04-06 18:00:23 main:574] : INFO : Epoch 1766 | loss: 0.0311859 | val_loss: 0.0311987 | Time: 1341.49 ms
[2022-04-06 18:00:24 main:574] : INFO : Epoch 1767 | loss: 0.0311851 | val_loss: 0.0311968 | Time: 1342.5 ms
[2022-04-06 18:00:26 main:574] : INFO : Epoch 1768 | loss: 0.0311846 | val_loss: 0.0311943 | Time: 1337.46 ms
[2022-04-06 18:00:27 main:574] : INFO : Epoch 1769 | loss: 0.0311842 | val_loss: 0.0312004 | Time: 1542.72 ms
[2022-04-06 18:00:29 main:574] : INFO : Epoch 1770 | loss: 0.0311884 | val_loss: 0.0311969 | Time: 1441.27 ms
[2022-04-06 18:00:30 main:574] : INFO : Epoch 1771 | loss: 0.0311838 | val_loss: 0.0311969 | Time: 1342.58 ms
[2022-04-06 18:00:31 main:574] : INFO : Epoch 1772 | loss: 0.0311839 | val_loss: 0.0311962 | Time: 1346.02 ms
[2022-04-06 18:00:33 main:574] : INFO : Epoch 1773 | loss: 0.0311838 | val_loss: 0.0311956 | Time: 1335.59 ms
[2022-04-06 18:00:34 main:574] : INFO : Epoch 1774 | loss: 0.0311847 | val_loss: 0.0311957 | Time: 1438.31 ms
[2022-04-06 18:00:35 main:574] : INFO : Epoch 1775 | loss: 0.0311846 | val_loss: 0.0311996 | Time: 1337.56 ms
[2022-04-06 18:00:37 main:574] : INFO : Epoch 1776 | loss: 0.0311894 | val_loss: 0.0311988 | Time: 1455.73 ms
[2022-04-06 18:00:38 main:574] : INFO : Epoch 1777 | loss: 0.0311874 | val_loss: 0.0311975 | Time: 1514.83 ms
[2022-04-06 18:00:40 main:574] : INFO : Epoch 1778 | loss: 0.0311871 | val_loss: 0.0311957 | Time: 1343.1 ms
[2022-04-06 18:00:41 main:574] : INFO : Epoch 1779 | loss: 0.0311876 | val_loss: 0.0311974 | Time: 1336.58 ms
[2022-04-06 18:00:43 main:574] : INFO : Epoch 1780 | loss: 0.0311901 | val_loss: 0.0312007 | Time: 1349.85 ms
[2022-04-06 18:00:44 main:574] : INFO : Epoch 1781 | loss: 0.0311915 | val_loss: 0.0312009 | Time: 1355.99 ms
[2022-04-06 18:00:45 main:574] : INFO : Epoch 1782 | loss: 0.0311878 | val_loss: 0.0311954 | Time: 1341.87 ms
[2022-04-06 18:00:47 main:574] : INFO : Epoch 1783 | loss: 0.0311863 | val_loss: 0.0311948 | Time: 1354.67 ms
[2022-04-06 18:00:48 main:574] : INFO : Epoch 1784 | loss: 0.0311871 | val_loss: 0.0311961 | Time: 1606.45 ms
[2022-04-06 18:00:50 main:574] : INFO : Epoch 1785 | loss: 0.0311882 | val_loss: 0.0311986 | Time: 1341.37 ms
[2022-04-06 18:00:51 main:574] : INFO : Epoch 1786 | loss: 0.0311945 | val_loss: 0.0312033 | Time: 1342.93 ms
[2022-04-06 18:00:52 main:574] : INFO : Epoch 1787 | loss: 0.0311987 | val_loss: 0.031203 | Time: 1332.72 ms
[2022-04-06 18:00:54 main:574] : INFO : Epoch 1788 | loss: 0.0311987 | val_loss: 0.0312063 | Time: 1342.85 ms
[2022-04-06 18:00:55 main:574] : INFO : Epoch 1789 | loss: 0.0311971 | val_loss: 0.0312009 | Time: 1341.3 ms
[2022-04-06 18:00:56 main:574] : INFO : Epoch 1790 | loss: 0.0311938 | val_loss: 0.0312019 | Time: 1346.54 ms
[2022-04-06 18:01:08 main:574] : INFO : Epoch 1791 | loss: 0.0311917 | val_loss: 0.031199 | Time: 11801.3 ms
[2022-04-06 18:01:10 main:574] : INFO : Epoch 1792 | loss: 0.0311922 | val_loss: 0.0312023 | Time: 2190.23 ms
[2022-04-06 18:01:13 main:574] : INFO : Epoch 1793 | loss: 0.0311919 | val_loss: 0.0312023 | Time: 2255.95 ms
[2022-04-06 18:01:15 main:574] : INFO : Epoch 1794 | loss: 0.0311953 | val_loss: 0.0312005 | Time: 2330.73 ms
[2022-04-06 18:01:17 main:574] : INFO : Epoch 1795 | loss: 0.0311903 | val_loss: 0.0312004 | Time: 2364.7 ms
[2022-04-06 18:01:19 main:574] : INFO : Epoch 1796 | loss: 0.0311903 | val_loss: 0.0312002 | Time: 1548.94 ms
[2022-04-06 18:01:20 main:574] : INFO : Epoch 1797 | loss: 0.0311955 | val_loss: 0.0312019 | Time: 1335.66 ms
[2022-04-06 18:01:21 main:574] : INFO : Epoch 1798 | loss: 0.0311941 | val_loss: 0.031203 | Time: 1341.18 ms
[2022-04-06 18:01:23 main:574] : INFO : Epoch 1799 | loss: 0.0311964 | val_loss: 0.0312049 | Time: 1344.13 ms
[2022-04-06 18:01:24 main:574] : INFO : Epoch 1800 | loss: 0.0311927 | val_loss: 0.0311991 | Time: 1341.79 ms
[2022-04-06 18:01:26 main:574] : INFO : Epoch 1801 | loss: 0.0311917 | val_loss: 0.0312004 | Time: 1337.84 ms
[2022-04-06 18:01:27 main:574] : INFO : Epoch 1802 | loss: 0.0311901 | val_loss: 0.0312069 | Time: 1471.92 ms
[2022-04-06 18:01:29 main:574] : INFO : Epoch 1803 | loss: 0.0311902 | val_loss: 0.0311994 | Time: 1557.25 ms
[2022-04-06 18:01:30 main:574] : INFO : Epoch 1804 | loss: 0.0311892 | val_loss: 0.0311987 | Time: 1337.62 ms
[2022-04-06 18:01:31 main:574] : INFO : Epoch 1805 | loss: 0.0311921 | val_loss: 0.0311982 | Time: 1335.94 ms
[2022-04-06 18:01:33 main:574] : INFO : Epoch 1806 | loss: 0.031197 | val_loss: 0.0312044 | Time: 1444.26 ms
[2022-04-06 18:01:34 main:574] : INFO : Epoch 1807 | loss: 0.0311919 | val_loss: 0.0312035 | Time: 1391.61 ms
[2022-04-06 18:01:35 main:574] : INFO : Epoch 1808 | loss: 0.0311919 | val_loss: 0.0311995 | Time: 1339.7 ms
[2022-04-06 18:01:37 main:574] : INFO : Epoch 1809 | loss: 0.0311894 | val_loss: 0.0312 | Time: 1370.76 ms
[2022-04-06 18:01:49 main:574] : INFO : Epoch 1810 | loss: 0.0311898 | val_loss: 0.0312019 | Time: 11706.7 ms
[2022-04-06 18:01:51 main:574] : INFO : Epoch 1811 | loss: 0.0311897 | val_loss: 0.0311994 | Time: 2047.89 ms
[2022-04-06 18:01:53 main:574] : INFO : Epoch 1812 | loss: 0.0311893 | val_loss: 0.0311997 | Time: 2511.58 ms
[2022-04-06 18:01:55 main:574] : INFO : Epoch 1813 | loss: 0.0311901 | val_loss: 0.0311968 | Time: 2218.12 ms
[2022-04-06 18:01:58 main:574] : INFO : Epoch 1814 | loss: 0.0311894 | val_loss: 0.0311959 | Time: 2239.49 ms
[2022-04-06 18:01:59 main:574] : INFO : Epoch 1815 | loss: 0.0311892 | val_loss: 0.0311966 | Time: 1354.86 ms
[2022-04-06 18:02:00 main:574] : INFO : Epoch 1816 | loss: 0.03119 | val_loss: 0.0312035 | Time: 1339.13 ms
[2022-04-06 18:02:02 main:574] : INFO : Epoch 1817 | loss: 0.0311892 | val_loss: 0.0311988 | Time: 1340.45 ms
[2022-04-06 18:02:03 main:574] : INFO : Epoch 1818 | loss: 0.0311868 | val_loss: 0.0311993 | Time: 1336.57 ms
[2022-04-06 18:02:04 main:574] : INFO : Epoch 1819 | loss: 0.0311879 | val_loss: 0.0311966 | Time: 1357.34 ms
[2022-04-06 18:02:06 main:574] : INFO : Epoch 1820 | loss: 0.0311869 | val_loss: 0.0311957 | Time: 1338.55 ms
[2022-04-06 18:02:07 main:574] : INFO : Epoch 1821 | loss: 0.0311854 | val_loss: 0.0311945 | Time: 1477.23 ms
[2022-04-06 18:02:09 main:574] : INFO : Epoch 1822 | loss: 0.0311853 | val_loss: 0.0311944 | Time: 1522.24 ms
[2022-04-06 18:02:10 main:574] : INFO : Epoch 1823 | loss: 0.0311846 | val_loss: 0.0311953 | Time: 1337.44 ms
[2022-04-06 18:02:11 main:574] : INFO : Epoch 1824 | loss: 0.0311854 | val_loss: 0.0311961 | Time: 1387.5 ms
[2022-04-06 18:02:13 main:574] : INFO : Epoch 1825 | loss: 0.0311863 | val_loss: 0.0311997 | Time: 1342.26 ms
[2022-04-06 18:02:14 main:574] : INFO : Epoch 1826 | loss: 0.0311886 | val_loss: 0.0311992 | Time: 1336.48 ms
[2022-04-06 18:02:15 main:574] : INFO : Epoch 1827 | loss: 0.0311873 | val_loss: 0.0311978 | Time: 1336.41 ms
[2022-04-06 18:02:17 main:574] : INFO : Epoch 1828 | loss: 0.0311844 | val_loss: 0.0311946 | Time: 1446.29 ms
[2022-04-06 18:02:19 main:574] : INFO : Epoch 1829 | loss: 0.0311863 | val_loss: 0.0311969 | Time: 1589.08 ms
[2022-04-06 18:02:20 main:574] : INFO : Epoch 1830 | loss: 0.031186 | val_loss: 0.0311954 | Time: 1336.25 ms
[2022-04-06 18:02:21 main:574] : INFO : Epoch 1831 | loss: 0.0311848 | val_loss: 0.0311956 | Time: 1344.59 ms
[2022-04-06 18:02:23 main:574] : INFO : Epoch 1832 | loss: 0.031185 | val_loss: 0.0311951 | Time: 1335.36 ms
[2022-04-06 18:02:24 main:574] : INFO : Epoch 1833 | loss: 0.0311871 | val_loss: 0.0311966 | Time: 1340.07 ms
[2022-04-06 18:02:25 main:574] : INFO : Epoch 1834 | loss: 0.0311872 | val_loss: 0.0312016 | Time: 1345.12 ms
[2022-04-06 18:02:27 main:574] : INFO : Epoch 1835 | loss: 0.0311863 | val_loss: 0.0311966 | Time: 1338.91 ms
[2022-04-06 18:02:28 main:574] : INFO : Epoch 1836 | loss: 0.0311866 | val_loss: 0.0311956 | Time: 1640.84 ms
[2022-04-06 18:02:30 main:574] : INFO : Epoch 1837 | loss: 0.0311873 | val_loss: 0.0311958 | Time: 1354.24 ms
[2022-04-06 18:02:31 main:574] : INFO : Epoch 1838 | loss: 0.0311848 | val_loss: 0.0311956 | Time: 1335.98 ms
[2022-04-06 18:02:32 main:574] : INFO : Epoch 1839 | loss: 0.0311853 | val_loss: 0.0311944 | Time: 1341.75 ms
[2022-04-06 18:02:34 main:574] : INFO : Epoch 1840 | loss: 0.0311855 | val_loss: 0.0311946 | Time: 1386.32 ms
[2022-04-06 18:02:35 main:574] : INFO : Epoch 1841 | loss: 0.0311835 | val_loss: 0.0312003 | Time: 1337.91 ms
[2022-04-06 18:02:36 main:574] : INFO : Epoch 1842 | loss: 0.0311839 | val_loss: 0.0311939 | Time: 1351.16 ms
[2022-04-06 18:02:38 main:574] : INFO : Epoch 1843 | loss: 0.031183 | val_loss: 0.0311952 | Time: 1657.76 ms
[2022-04-06 18:02:39 main:574] : INFO : Epoch 1844 | loss: 0.0311848 | val_loss: 0.0311955 | Time: 1341.69 ms
[2022-04-06 18:02:41 main:574] : INFO : Epoch 1845 | loss: 0.0311847 | val_loss: 0.0311949 | Time: 1346.68 ms
[2022-04-06 18:02:42 main:574] : INFO : Epoch 1846 | loss: 0.0311873 | val_loss: 0.0311959 | Time: 1345.83 ms
[2022-04-06 18:02:43 main:574] : INFO : Epoch 1847 | loss: 0.0311849 | val_loss: 0.0311956 | Time: 1342.08 ms
[2022-04-06 18:02:45 main:574] : INFO : Epoch 1848 | loss: 0.0311852 | val_loss: 0.0311954 | Time: 1342.61 ms
[2022-04-06 18:02:46 main:574] : INFO : Epoch 1849 | loss: 0.0311832 | val_loss: 0.0311954 | Time: 1342.82 ms
[2022-04-06 18:02:48 main:574] : INFO : Epoch 1850 | loss: 0.0311842 | val_loss: 0.0311994 | Time: 1650.73 ms
[2022-04-06 18:02:49 main:574] : INFO : Epoch 1851 | loss: 0.0311842 | val_loss: 0.0311946 | Time: 1464.58 ms
[2022-04-06 18:02:51 main:574] : INFO : Epoch 1852 | loss: 0.0311855 | val_loss: 0.0312025 | Time: 2094.42 ms
[2022-04-06 18:02:54 main:574] : INFO : Epoch 1853 | loss: 0.0311858 | val_loss: 0.0311949 | Time: 2341.28 ms
[2022-04-06 18:02:56 main:574] : INFO : Epoch 1854 | loss: 0.0311844 | val_loss: 0.0311952 | Time: 2306.81 ms
[2022-04-06 18:02:58 main:574] : INFO : Epoch 1855 | loss: 0.0311835 | val_loss: 0.0311954 | Time: 2022.36 ms
[2022-04-06 18:03:10 main:574] : INFO : Epoch 1856 | loss: 0.0311829 | val_loss: 0.031194 | Time: 11680.6 ms
[2022-04-06 18:03:12 main:574] : INFO : Epoch 1857 | loss: 0.031184 | val_loss: 0.0311968 | Time: 2257.83 ms
[2022-04-06 18:03:14 main:574] : INFO : Epoch 1858 | loss: 0.0311834 | val_loss: 0.0311951 | Time: 2401.78 ms
[2022-04-06 18:03:17 main:574] : INFO : Epoch 1859 | loss: 0.031183 | val_loss: 0.0311932 | Time: 2301.14 ms
[2022-04-06 18:03:18 main:574] : INFO : Epoch 1860 | loss: 0.0311835 | val_loss: 0.0311956 | Time: 1723.63 ms
[2022-04-06 18:03:20 main:574] : INFO : Epoch 1861 | loss: 0.0311878 | val_loss: 0.0311955 | Time: 1368.13 ms
[2022-04-06 18:03:21 main:574] : INFO : Epoch 1862 | loss: 0.0311859 | val_loss: 0.0311947 | Time: 1416.98 ms
[2022-04-06 18:03:23 main:574] : INFO : Epoch 1863 | loss: 0.0311853 | val_loss: 0.0311936 | Time: 1332.49 ms
[2022-04-06 18:03:24 main:574] : INFO : Epoch 1864 | loss: 0.031184 | val_loss: 0.0311937 | Time: 1335.5 ms
[2022-04-06 18:03:25 main:574] : INFO : Epoch 1865 | loss: 0.0311824 | val_loss: 0.0311946 | Time: 1348.25 ms
[2022-04-06 18:03:27 main:574] : INFO : Epoch 1866 | loss: 0.0311844 | val_loss: 0.0311947 | Time: 1338.23 ms
[2022-04-06 18:03:28 main:574] : INFO : Epoch 1867 | loss: 0.0311847 | val_loss: 0.0311964 | Time: 1646.08 ms
[2022-04-06 18:03:30 main:574] : INFO : Epoch 1868 | loss: 0.0311842 | val_loss: 0.0311927 | Time: 1350.07 ms
[2022-04-06 18:03:31 main:574] : INFO : Epoch 1869 | loss: 0.031183 | val_loss: 0.0311978 | Time: 1350.3 ms
[2022-04-06 18:03:32 main:574] : INFO : Epoch 1870 | loss: 0.0311842 | val_loss: 0.0311989 | Time: 1335.66 ms
[2022-04-06 18:03:34 main:574] : INFO : Epoch 1871 | loss: 0.0311848 | val_loss: 0.0312017 | Time: 1376.47 ms
[2022-04-06 18:03:35 main:574] : INFO : Epoch 1872 | loss: 0.0311835 | val_loss: 0.0311962 | Time: 1334.65 ms
[2022-04-06 18:03:36 main:574] : INFO : Epoch 1873 | loss: 0.0311824 | val_loss: 0.0311946 | Time: 1338.04 ms
[2022-04-06 18:03:38 main:574] : INFO : Epoch 1874 | loss: 0.0311843 | val_loss: 0.0311948 | Time: 1650.74 ms
[2022-04-06 18:03:50 main:574] : INFO : Epoch 1875 | loss: 0.0311817 | val_loss: 0.0311943 | Time: 11536.3 ms
[2022-04-06 18:03:52 main:574] : INFO : Epoch 1876 | loss: 0.0311813 | val_loss: 0.0311971 | Time: 2642.58 ms
[2022-04-06 18:03:55 main:574] : INFO : Epoch 1877 | loss: 0.0311843 | val_loss: 0.0311938 | Time: 2629.56 ms
[2022-04-06 18:03:57 main:574] : INFO : Epoch 1878 | loss: 0.0311825 | val_loss: 0.0311934 | Time: 2352.68 ms
[2022-04-06 18:03:59 main:574] : INFO : Epoch 1879 | loss: 0.0311824 | val_loss: 0.0311943 | Time: 1899.91 ms
[2022-04-06 18:04:01 main:574] : INFO : Epoch 1880 | loss: 0.0311831 | val_loss: 0.0311936 | Time: 1455.86 ms
[2022-04-06 18:04:02 main:574] : INFO : Epoch 1881 | loss: 0.0311819 | val_loss: 0.031195 | Time: 1543.66 ms
[2022-04-06 18:04:04 main:574] : INFO : Epoch 1882 | loss: 0.0311835 | val_loss: 0.0311961 | Time: 1429.02 ms
[2022-04-06 18:04:05 main:574] : INFO : Epoch 1883 | loss: 0.0311821 | val_loss: 0.031196 | Time: 1369.59 ms
[2022-04-06 18:04:06 main:574] : INFO : Epoch 1884 | loss: 0.0311833 | val_loss: 0.0311959 | Time: 1397.62 ms
[2022-04-06 18:04:08 main:574] : INFO : Epoch 1885 | loss: 0.0311853 | val_loss: 0.031197 | Time: 1752.34 ms
[2022-04-06 18:04:10 main:574] : INFO : Epoch 1886 | loss: 0.031182 | val_loss: 0.0311945 | Time: 1369.6 ms
[2022-04-06 18:04:11 main:574] : INFO : Epoch 1887 | loss: 0.0311806 | val_loss: 0.0311991 | Time: 1342.24 ms
[2022-04-06 18:04:12 main:574] : INFO : Epoch 1888 | loss: 0.0311839 | val_loss: 0.0311951 | Time: 1339 ms
[2022-04-06 18:04:14 main:574] : INFO : Epoch 1889 | loss: 0.0311807 | val_loss: 0.0311965 | Time: 1346.26 ms
[2022-04-06 18:04:15 main:574] : INFO : Epoch 1890 | loss: 0.0311825 | val_loss: 0.0311961 | Time: 1341.22 ms
[2022-04-06 18:04:16 main:574] : INFO : Epoch 1891 | loss: 0.0311842 | val_loss: 0.0311952 | Time: 1341.2 ms
[2022-04-06 18:04:18 main:574] : INFO : Epoch 1892 | loss: 0.0311817 | val_loss: 0.0311962 | Time: 1585.63 ms
[2022-04-06 18:04:19 main:574] : INFO : Epoch 1893 | loss: 0.031183 | val_loss: 0.0311933 | Time: 1371.73 ms
[2022-04-06 18:04:21 main:574] : INFO : Epoch 1894 | loss: 0.0311825 | val_loss: 0.0311954 | Time: 1341.85 ms
[2022-04-06 18:04:22 main:574] : INFO : Epoch 1895 | loss: 0.0311833 | val_loss: 0.0311931 | Time: 1340.58 ms
[2022-04-06 18:04:23 main:574] : INFO : Epoch 1896 | loss: 0.0311847 | val_loss: 0.0312008 | Time: 1336.73 ms
[2022-04-06 18:04:25 main:574] : INFO : Epoch 1897 | loss: 0.0311865 | val_loss: 0.0311988 | Time: 1343.93 ms
[2022-04-06 18:04:26 main:574] : INFO : Epoch 1898 | loss: 0.0311868 | val_loss: 0.031197 | Time: 1337.08 ms
[2022-04-06 18:04:27 main:574] : INFO : Epoch 1899 | loss: 0.0311833 | val_loss: 0.0311967 | Time: 1497.25 ms
[2022-04-06 18:04:29 main:574] : INFO : Epoch 1900 | loss: 0.0311815 | val_loss: 0.0311971 | Time: 1507.52 ms
[2022-04-06 18:04:30 main:574] : INFO : Epoch 1901 | loss: 0.0311814 | val_loss: 0.0311953 | Time: 1345.94 ms
[2022-04-06 18:04:32 main:574] : INFO : Epoch 1902 | loss: 0.0311823 | val_loss: 0.0312011 | Time: 1339.89 ms
[2022-04-06 18:04:33 main:574] : INFO : Epoch 1903 | loss: 0.0311811 | val_loss: 0.0311956 | Time: 1486.93 ms
[2022-04-06 18:04:35 main:574] : INFO : Epoch 1904 | loss: 0.0311808 | val_loss: 0.0311951 | Time: 1354.84 ms
[2022-04-06 18:04:36 main:574] : INFO : Epoch 1905 | loss: 0.031181 | val_loss: 0.0311965 | Time: 1344.86 ms
[2022-04-06 18:04:37 main:574] : INFO : Epoch 1906 | loss: 0.0311807 | val_loss: 0.0311948 | Time: 1471.42 ms
[2022-04-06 18:04:39 main:574] : INFO : Epoch 1907 | loss: 0.0311804 | val_loss: 0.0311967 | Time: 1529.3 ms
[2022-04-06 18:04:40 main:574] : INFO : Epoch 1908 | loss: 0.0311816 | val_loss: 0.0311991 | Time: 1343.42 ms
[2022-04-06 18:04:42 main:574] : INFO : Epoch 1909 | loss: 0.031183 | val_loss: 0.0311997 | Time: 1339.42 ms
[2022-04-06 18:04:43 main:574] : INFO : Epoch 1910 | loss: 0.031182 | val_loss: 0.0311952 | Time: 1340.94 ms
[2022-04-06 18:04:44 main:574] : INFO : Epoch 1911 | loss: 0.0311811 | val_loss: 0.0311979 | Time: 1341.87 ms
[2022-04-06 18:04:46 main:574] : INFO : Epoch 1912 | loss: 0.0311816 | val_loss: 0.0311972 | Time: 1341.66 ms
[2022-04-06 18:04:47 main:574] : INFO : Epoch 1913 | loss: 0.0311805 | val_loss: 0.0311952 | Time: 1353.88 ms
[2022-04-06 18:04:49 main:574] : INFO : Epoch 1914 | loss: 0.0311812 | val_loss: 0.0312039 | Time: 1669.56 ms
[2022-04-06 18:04:50 main:574] : INFO : Epoch 1915 | loss: 0.031185 | val_loss: 0.0312027 | Time: 1399.87 ms
[2022-04-06 18:04:52 main:574] : INFO : Epoch 1916 | loss: 0.0311845 | val_loss: 0.0312008 | Time: 2050.82 ms
[2022-04-06 18:04:54 main:574] : INFO : Epoch 1917 | loss: 0.0311829 | val_loss: 0.0311977 | Time: 2225.88 ms
[2022-04-06 18:04:57 main:574] : INFO : Epoch 1918 | loss: 0.0311831 | val_loss: 0.0311977 | Time: 2713.64 ms
[2022-04-06 18:04:59 main:574] : INFO : Epoch 1919 | loss: 0.0311836 | val_loss: 0.0312032 | Time: 2092.23 ms
[2022-04-06 18:05:11 main:574] : INFO : Epoch 1920 | loss: 0.031184 | val_loss: 0.0312052 | Time: 11933.2 ms
[2022-04-06 18:05:13 main:574] : INFO : Epoch 1921 | loss: 0.0311857 | val_loss: 0.0312016 | Time: 2307.37 ms
[2022-04-06 18:05:16 main:574] : INFO : Epoch 1922 | loss: 0.0311817 | val_loss: 0.0311998 | Time: 2450.8 ms
[2022-04-06 18:05:18 main:574] : INFO : Epoch 1923 | loss: 0.0311825 | val_loss: 0.0311976 | Time: 2148.87 ms
[2022-04-06 18:05:19 main:574] : INFO : Epoch 1924 | loss: 0.0311812 | val_loss: 0.0311957 | Time: 1365.29 ms
[2022-04-06 18:05:21 main:574] : INFO : Epoch 1925 | loss: 0.0311816 | val_loss: 0.0311971 | Time: 1338.03 ms
[2022-04-06 18:05:22 main:574] : INFO : Epoch 1926 | loss: 0.0311819 | val_loss: 0.0311984 | Time: 1336.89 ms
[2022-04-06 18:05:23 main:574] : INFO : Epoch 1927 | loss: 0.031184 | val_loss: 0.0311972 | Time: 1341.4 ms
[2022-04-06 18:05:25 main:574] : INFO : Epoch 1928 | loss: 0.0311806 | val_loss: 0.0311962 | Time: 1341.75 ms
[2022-04-06 18:05:26 main:574] : INFO : Epoch 1929 | loss: 0.0311804 | val_loss: 0.0311997 | Time: 1338.2 ms
[2022-04-06 18:05:28 main:574] : INFO : Epoch 1930 | loss: 0.0311809 | val_loss: 0.0311968 | Time: 1465.1 ms
[2022-04-06 18:05:29 main:574] : INFO : Epoch 1931 | loss: 0.0311799 | val_loss: 0.0311967 | Time: 1478.01 ms
[2022-04-06 18:05:30 main:574] : INFO : Epoch 1932 | loss: 0.0311799 | val_loss: 0.031197 | Time: 1343.72 ms
[2022-04-06 18:05:32 main:574] : INFO : Epoch 1933 | loss: 0.0311798 | val_loss: 0.0311968 | Time: 1344.56 ms
[2022-04-06 18:05:33 main:574] : INFO : Epoch 1934 | loss: 0.0311822 | val_loss: 0.0312009 | Time: 1381.96 ms
[2022-04-06 18:05:34 main:574] : INFO : Epoch 1935 | loss: 0.0311831 | val_loss: 0.0311959 | Time: 1343.12 ms
[2022-04-06 18:05:36 main:574] : INFO : Epoch 1936 | loss: 0.0311822 | val_loss: 0.0311958 | Time: 1344.23 ms
[2022-04-06 18:05:37 main:574] : INFO : Epoch 1937 | loss: 0.0311805 | val_loss: 0.0311956 | Time: 1436.77 ms
[2022-04-06 18:05:39 main:574] : INFO : Epoch 1938 | loss: 0.0311789 | val_loss: 0.0311946 | Time: 1590.01 ms
[2022-04-06 18:05:50 main:574] : INFO : Epoch 1939 | loss: 0.0311818 | val_loss: 0.0311988 | Time: 11363.2 ms
[2022-04-06 18:05:53 main:574] : INFO : Epoch 1940 | loss: 0.0311805 | val_loss: 0.0311951 | Time: 2871.08 ms
[2022-04-06 18:05:56 main:574] : INFO : Epoch 1941 | loss: 0.0311792 | val_loss: 0.0311956 | Time: 2728.01 ms
[2022-04-06 18:05:58 main:574] : INFO : Epoch 1942 | loss: 0.0311788 | val_loss: 0.0311947 | Time: 2469.9 ms
[2022-04-06 18:06:00 main:574] : INFO : Epoch 1943 | loss: 0.0311814 | val_loss: 0.031205 | Time: 1376.31 ms
[2022-04-06 18:06:12 main:574] : INFO : Epoch 1944 | loss: 0.0311819 | val_loss: 0.0311966 | Time: 11985.4 ms
[2022-04-06 18:06:14 main:574] : INFO : Epoch 1945 | loss: 0.0311801 | val_loss: 0.0311971 | Time: 2601.48 ms
[2022-04-06 18:06:17 main:574] : INFO : Epoch 1946 | loss: 0.0311821 | val_loss: 0.0311962 | Time: 2919.59 ms
[2022-04-06 18:06:19 main:574] : INFO : Epoch 1947 | loss: 0.0311801 | val_loss: 0.031195 | Time: 1793.26 ms
[2022-04-06 18:06:21 main:574] : INFO : Epoch 1948 | loss: 0.0311807 | val_loss: 0.0311954 | Time: 1566.14 ms
[2022-04-06 18:06:22 main:574] : INFO : Epoch 1949 | loss: 0.0311802 | val_loss: 0.0311992 | Time: 1428.09 ms
[2022-04-06 18:06:24 main:574] : INFO : Epoch 1950 | loss: 0.0311823 | val_loss: 0.0311957 | Time: 1407.56 ms
[2022-04-06 18:06:25 main:574] : INFO : Epoch 1951 | loss: 0.03118 | val_loss: 0.0311951 | Time: 1483.88 ms
[2022-04-06 18:06:26 main:574] : INFO : Epoch 1952 | loss: 0.0311789 | val_loss: 0.0312005 | Time: 1389.75 ms
[2022-04-06 18:06:28 main:574] : INFO : Epoch 1953 | loss: 0.0311806 | val_loss: 0.0311938 | Time: 1793 ms
[2022-04-06 18:06:30 main:574] : INFO : Epoch 1954 | loss: 0.0311838 | val_loss: 0.0312046 | Time: 1429.8 ms
[2022-04-06 18:06:31 main:574] : INFO : Epoch 1955 | loss: 0.0398811 | val_loss: 0.0341291 | Time: 1363.32 ms
[2022-04-06 18:06:32 main:574] : INFO : Epoch 1956 | loss: 0.0615739 | val_loss: 0.0336707 | Time: 1391.3 ms
[2022-04-06 18:06:34 main:574] : INFO : Epoch 1957 | loss: 0.0350486 | val_loss: 0.0320674 | Time: 1581.4 ms
[2022-04-06 18:06:35 main:574] : INFO : Epoch 1958 | loss: 0.0317206 | val_loss: 0.0315459 | Time: 1481.7 ms
[2022-04-06 18:06:37 main:574] : INFO : Epoch 1959 | loss: 0.0313468 | val_loss: 0.0312632 | Time: 1481.32 ms
[2022-04-06 18:06:39 main:574] : INFO : Epoch 1960 | loss: 0.0312592 | val_loss: 0.031245 | Time: 2056.6 ms
[2022-04-06 18:06:40 main:574] : INFO : Epoch 1961 | loss: 0.0312398 | val_loss: 0.0312347 | Time: 1416.71 ms
[2022-04-06 18:06:42 main:574] : INFO : Epoch 1962 | loss: 0.0312303 | val_loss: 0.031228 | Time: 1420.66 ms
[2022-04-06 18:06:43 main:574] : INFO : Epoch 1963 | loss: 0.0312245 | val_loss: 0.0312245 | Time: 1467.85 ms
[2022-04-06 18:06:45 main:574] : INFO : Epoch 1964 | loss: 0.0312217 | val_loss: 0.0312228 | Time: 1540.27 ms
[2022-04-06 18:06:46 main:574] : INFO : Epoch 1965 | loss: 0.0312202 | val_loss: 0.0312222 | Time: 1420.69 ms
[2022-04-06 18:06:48 main:574] : INFO : Epoch 1966 | loss: 0.0312187 | val_loss: 0.031221 | Time: 1901.8 ms
[2022-04-06 18:06:50 main:574] : INFO : Epoch 1967 | loss: 0.0312177 | val_loss: 0.0312204 | Time: 1344.97 ms
[2022-04-06 18:06:51 main:574] : INFO : Epoch 1968 | loss: 0.031217 | val_loss: 0.0312202 | Time: 1341.26 ms
[2022-04-06 18:06:52 main:574] : INFO : Epoch 1969 | loss: 0.0312165 | val_loss: 0.0312199 | Time: 1349.3 ms
[2022-04-06 18:06:54 main:574] : INFO : Epoch 1970 | loss: 0.0312161 | val_loss: 0.0312189 | Time: 1348.3 ms
[2022-04-06 18:06:55 main:574] : INFO : Epoch 1971 | loss: 0.0312152 | val_loss: 0.0312188 | Time: 1337.46 ms
[2022-04-06 18:06:56 main:574] : INFO : Epoch 1972 | loss: 0.031215 | val_loss: 0.0312187 | Time: 1433.69 ms
[2022-04-06 18:06:58 main:574] : INFO : Epoch 1973 | loss: 0.0312145 | val_loss: 0.0312177 | Time: 1627.68 ms
[2022-04-06 18:06:59 main:574] : INFO : Epoch 1974 | loss: 0.0312141 | val_loss: 0.031217 | Time: 1384.14 ms
[2022-04-06 18:07:01 main:574] : INFO : Epoch 1975 | loss: 0.0312135 | val_loss: 0.0312177 | Time: 1335.96 ms
[2022-04-06 18:07:02 main:574] : INFO : Epoch 1976 | loss: 0.0312128 | val_loss: 0.0312165 | Time: 1342.29 ms
[2022-04-06 18:07:03 main:574] : INFO : Epoch 1977 | loss: 0.0312124 | val_loss: 0.0312161 | Time: 1343.62 ms
[2022-04-06 18:07:05 main:574] : INFO : Epoch 1978 | loss: 0.031212 | val_loss: 0.031216 | Time: 1338.91 ms
[2022-04-06 18:07:06 main:574] : INFO : Epoch 1979 | loss: 0.0312118 | val_loss: 0.0312161 | Time: 1338.75 ms
[2022-04-06 18:07:08 main:574] : INFO : Epoch 1980 | loss: 0.0312116 | val_loss: 0.0312154 | Time: 1456.64 ms
[2022-04-06 18:07:09 main:574] : INFO : Epoch 1981 | loss: 0.0312114 | val_loss: 0.031215 | Time: 1480.27 ms
[2022-04-06 18:07:10 main:574] : INFO : Epoch 1982 | loss: 0.0312107 | val_loss: 0.0312144 | Time: 1342.17 ms
[2022-04-06 18:07:12 main:574] : INFO : Epoch 1983 | loss: 0.0312103 | val_loss: 0.0312143 | Time: 1759.85 ms
[2022-04-06 18:07:15 main:574] : INFO : Epoch 1984 | loss: 0.03121 | val_loss: 0.0312141 | Time: 2356.8 ms
[2022-04-06 18:07:17 main:574] : INFO : Epoch 1985 | loss: 0.03121 | val_loss: 0.031215 | Time: 2432.17 ms
[2022-04-06 18:07:19 main:574] : INFO : Epoch 1986 | loss: 0.0312094 | val_loss: 0.0312137 | Time: 1840.08 ms
[2022-04-06 18:07:20 main:574] : INFO : Epoch 1987 | loss: 0.0312093 | val_loss: 0.0312149 | Time: 1344.6 ms
[2022-04-06 18:07:22 main:574] : INFO : Epoch 1988 | loss: 0.031209 | val_loss: 0.0312136 | Time: 1342.12 ms
[2022-04-06 18:07:23 main:574] : INFO : Epoch 1989 | loss: 0.0312083 | val_loss: 0.0312116 | Time: 1339.57 ms
[2022-04-06 18:07:24 main:574] : INFO : Epoch 1990 | loss: 0.0312075 | val_loss: 0.031211 | Time: 1338.28 ms
[2022-04-06 18:07:26 main:574] : INFO : Epoch 1991 | loss: 0.0312073 | val_loss: 0.0312146 | Time: 1339.53 ms
[2022-04-06 18:07:27 main:574] : INFO : Epoch 1992 | loss: 0.0312099 | val_loss: 0.0312112 | Time: 1345.41 ms
[2022-04-06 18:07:29 main:574] : INFO : Epoch 1993 | loss: 0.0312076 | val_loss: 0.0312091 | Time: 1596.59 ms
[2022-04-06 18:07:30 main:574] : INFO : Epoch 1994 | loss: 0.0312059 | val_loss: 0.0312096 | Time: 1351.08 ms
[2022-04-06 18:07:31 main:574] : INFO : Epoch 1995 | loss: 0.0312054 | val_loss: 0.0312078 | Time: 1338.41 ms
[2022-04-06 18:07:33 main:574] : INFO : Epoch 1996 | loss: 0.031204 | val_loss: 0.0312073 | Time: 1341.26 ms
[2022-04-06 18:07:34 main:574] : INFO : Epoch 1997 | loss: 0.0312034 | val_loss: 0.0312066 | Time: 1371.85 ms
[2022-04-06 18:07:35 main:574] : INFO : Epoch 1998 | loss: 0.0312027 | val_loss: 0.0312064 | Time: 1337 ms
[2022-04-06 18:07:37 main:574] : INFO : Epoch 1999 | loss: 0.0312023 | val_loss: 0.0312057 | Time: 1355.22 ms
[2022-04-06 18:07:38 main:574] : INFO : Epoch 2000 | loss: 0.0312035 | val_loss: 0.0312085 | Time: 1683.24 ms
[2022-04-06 18:07:40 main:574] : INFO : Epoch 2001 | loss: 0.0312024 | val_loss: 0.0312056 | Time: 1381.81 ms
[2022-04-06 18:07:41 main:574] : INFO : Epoch 2002 | loss: 0.0312005 | val_loss: 0.0312039 | Time: 1340.24 ms
[2022-04-06 18:07:43 main:574] : INFO : Epoch 2003 | loss: 0.0311978 | val_loss: 0.0312027 | Time: 1465.11 ms
[2022-04-06 18:07:44 main:574] : INFO : Epoch 2004 | loss: 0.0311964 | val_loss: 0.0312019 | Time: 1339.38 ms
[2022-04-06 18:07:45 main:574] : INFO : Epoch 2005 | loss: 0.0311968 | val_loss: 0.0312037 | Time: 1337.87 ms
[2022-04-06 18:07:47 main:574] : INFO : Epoch 2006 | loss: 0.0311962 | val_loss: 0.0312015 | Time: 1338.86 ms
[2022-04-06 18:07:48 main:574] : INFO : Epoch 2007 | loss: 0.0311951 | val_loss: 0.0312015 | Time: 1630.09 ms
[2022-04-06 18:07:50 main:574] : INFO : Epoch 2008 | loss: 0.0311946 | val_loss: 0.0312013 | Time: 1464.67 ms
[2022-04-06 18:07:51 main:574] : INFO : Epoch 2009 | loss: 0.0311937 | val_loss: 0.0312006 | Time: 1385.43 ms
[2022-04-06 18:07:53 main:574] : INFO : Epoch 2010 | loss: 0.0311934 | val_loss: 0.0311999 | Time: 1508.66 ms
[2022-04-06 18:07:54 main:574] : INFO : Epoch 2011 | loss: 0.0311942 | val_loss: 0.0312031 | Time: 1447.26 ms
[2022-04-06 18:07:55 main:574] : INFO : Epoch 2012 | loss: 0.031194 | val_loss: 0.0312006 | Time: 1366.8 ms
[2022-04-06 18:07:57 main:574] : INFO : Epoch 2013 | loss: 0.0311933 | val_loss: 0.0312004 | Time: 1344.98 ms
[2022-04-06 18:07:59 main:574] : INFO : Epoch 2014 | loss: 0.0311929 | val_loss: 0.0311992 | Time: 1777.93 ms
[2022-04-06 18:08:00 main:574] : INFO : Epoch 2015 | loss: 0.0311924 | val_loss: 0.031199 | Time: 1438.8 ms
[2022-04-06 18:08:01 main:574] : INFO : Epoch 2016 | loss: 0.0311913 | val_loss: 0.0311989 | Time: 1460.58 ms
[2022-04-06 18:08:03 main:574] : INFO : Epoch 2017 | loss: 0.0311909 | val_loss: 0.0311993 | Time: 1443.87 ms
[2022-04-06 18:08:04 main:574] : INFO : Epoch 2018 | loss: 0.0311906 | val_loss: 0.0311987 | Time: 1375.74 ms
[2022-04-06 18:08:06 main:574] : INFO : Epoch 2019 | loss: 0.0311909 | val_loss: 0.0311996 | Time: 1344.23 ms
[2022-04-06 18:08:07 main:574] : INFO : Epoch 2020 | loss: 0.0311905 | val_loss: 0.031199 | Time: 1395.74 ms
[2022-04-06 18:08:09 main:574] : INFO : Epoch 2021 | loss: 0.0311899 | val_loss: 0.0311984 | Time: 1724.25 ms
[2022-04-06 18:08:10 main:574] : INFO : Epoch 2022 | loss: 0.0311898 | val_loss: 0.0311979 | Time: 1403.68 ms
[2022-04-06 18:08:12 main:574] : INFO : Epoch 2023 | loss: 0.0311897 | val_loss: 0.0311974 | Time: 1416.28 ms
[2022-04-06 18:08:14 main:574] : INFO : Epoch 2024 | loss: 0.031189 | val_loss: 0.0311968 | Time: 2407.93 ms
[2022-04-06 18:08:16 main:574] : INFO : Epoch 2025 | loss: 0.0311886 | val_loss: 0.0311968 | Time: 2362.91 ms
[2022-04-06 18:08:19 main:574] : INFO : Epoch 2026 | loss: 0.0311888 | val_loss: 0.0311969 | Time: 2349.07 ms
[2022-04-06 18:08:20 main:574] : INFO : Epoch 2027 | loss: 0.031188 | val_loss: 0.0311969 | Time: 1435.27 ms
[2022-04-06 18:08:22 main:574] : INFO : Epoch 2028 | loss: 0.0311881 | val_loss: 0.0311961 | Time: 1360.33 ms
[2022-04-06 18:08:23 main:574] : INFO : Epoch 2029 | loss: 0.0311878 | val_loss: 0.0311966 | Time: 1333.54 ms
[2022-04-06 18:08:24 main:574] : INFO : Epoch 2030 | loss: 0.0311872 | val_loss: 0.0311963 | Time: 1404.58 ms
[2022-04-06 18:08:26 main:574] : INFO : Epoch 2031 | loss: 0.0311901 | val_loss: 0.0312026 | Time: 1447.82 ms
[2022-04-06 18:08:27 main:574] : INFO : Epoch 2032 | loss: 0.0311906 | val_loss: 0.0312009 | Time: 1468.81 ms
[2022-04-06 18:08:29 main:574] : INFO : Epoch 2033 | loss: 0.0311888 | val_loss: 0.0311972 | Time: 1807.29 ms
[2022-04-06 18:08:30 main:574] : INFO : Epoch 2034 | loss: 0.0311874 | val_loss: 0.0311958 | Time: 1345.13 ms
[2022-04-06 18:08:32 main:574] : INFO : Epoch 2035 | loss: 0.0311871 | val_loss: 0.0311967 | Time: 1396.64 ms
[2022-04-06 18:08:33 main:574] : INFO : Epoch 2036 | loss: 0.0311865 | val_loss: 0.0311961 | Time: 1409.6 ms
[2022-04-06 18:08:35 main:574] : INFO : Epoch 2037 | loss: 0.0311866 | val_loss: 0.0311962 | Time: 1352.07 ms
[2022-04-06 18:08:36 main:574] : INFO : Epoch 2038 | loss: 0.0311865 | val_loss: 0.0311953 | Time: 1351.54 ms
[2022-04-06 18:08:37 main:574] : INFO : Epoch 2039 | loss: 0.0311856 | val_loss: 0.0311949 | Time: 1372.77 ms
[2022-04-06 18:08:39 main:574] : INFO : Epoch 2040 | loss: 0.0311854 | val_loss: 0.0311953 | Time: 1653.48 ms
[2022-04-06 18:08:40 main:574] : INFO : Epoch 2041 | loss: 0.0311854 | val_loss: 0.0311958 | Time: 1357.85 ms
[2022-04-06 18:08:42 main:574] : INFO : Epoch 2042 | loss: 0.0311855 | val_loss: 0.0311976 | Time: 1349.06 ms
[2022-04-06 18:08:43 main:574] : INFO : Epoch 2043 | loss: 0.0311856 | val_loss: 0.0311956 | Time: 1445.83 ms
[2022-04-06 18:08:44 main:574] : INFO : Epoch 2044 | loss: 0.0311853 | val_loss: 0.0311979 | Time: 1377.18 ms
[2022-04-06 18:08:46 main:574] : INFO : Epoch 2045 | loss: 0.0311859 | val_loss: 0.0311959 | Time: 1351.35 ms
[2022-04-06 18:08:47 main:574] : INFO : Epoch 2046 | loss: 0.0311859 | val_loss: 0.0311953 | Time: 1368.78 ms
[2022-04-06 18:08:49 main:574] : INFO : Epoch 2047 | loss: 0.0311849 | val_loss: 0.0311963 | Time: 1649.73 ms
[2022-04-06 18:08:50 main:574] : INFO : Epoch 2048 | loss: 0.0311847 | val_loss: 0.0311957 | Time: 1362.41 ms
[2022-04-06 18:08:50 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311957
[2022-04-06 18:08:50 main:603] : INFO : Saving end state to config to file
[2022-04-06 18:08:50 main:608] : INFO : Success, exiting..
18:08:50 (2224): 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)