Task 12960976
| Name | ParityModified-1647043935-19303-0_0 |
| Workunit | 10093063 |
| Created | 12 Mar 2022, 0:12:16 UTC |
| Sent | 13 Mar 2022, 20:00:29 UTC |
| Report deadline | 21 Mar 2022, 20:00:29 UTC |
| Received | 13 Mar 2022, 21:50:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10639 |
| Run time | 48 min 53 sec |
| CPU time | 46 min 37 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 | 1.62 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: 0.0310131 | val_loss: 0.0312653 | Time: 1323.97 ms [2022-03-13 14:26:54 main:574] : INFO : Epoch 1543 | loss: 0.031008 | val_loss: 0.0312943 | Time: 1332.56 ms [2022-03-13 14:26:55 main:574] : INFO : Epoch 1544 | loss: 0.0310123 | val_loss: 0.0312965 | Time: 1369.19 ms [2022-03-13 14:26:56 main:574] : INFO : Epoch 1545 | loss: 0.0310013 | val_loss: 0.0312714 | Time: 1510.42 ms [2022-03-13 14:26:58 main:574] : INFO : Epoch 1546 | loss: 0.0309971 | val_loss: 0.0312892 | Time: 1323.62 ms [2022-03-13 14:26:59 main:574] : INFO : Epoch 1547 | loss: 0.0310024 | val_loss: 0.0313203 | Time: 1328.18 ms [2022-03-13 14:27:00 main:574] : INFO : Epoch 1548 | loss: 0.0310034 | val_loss: 0.0312842 | Time: 1328.6 ms [2022-03-13 14:27:02 main:574] : INFO : Epoch 1549 | loss: 0.0310076 | val_loss: 0.0312929 | Time: 1341.54 ms [2022-03-13 14:27:03 main:574] : INFO : Epoch 1550 | loss: 0.0309967 | val_loss: 0.0313043 | Time: 1334.18 ms [2022-03-13 14:27:04 main:574] : INFO : Epoch 1551 | loss: 0.0309956 | val_loss: 0.031302 | Time: 1325.9 ms [2022-03-13 14:27:06 main:574] : INFO : Epoch 1552 | loss: 0.0309944 | val_loss: 0.0312844 | Time: 1501.58 ms [2022-03-13 14:27:07 main:574] : INFO : Epoch 1553 | loss: 0.0309918 | val_loss: 0.031296 | Time: 1341.18 ms [2022-03-13 14:27:09 main:574] : INFO : Epoch 1554 | loss: 0.0309963 | val_loss: 0.0313132 | Time: 1325.66 ms [2022-03-13 14:27:10 main:574] : INFO : Epoch 1555 | loss: 0.0310002 | val_loss: 0.0312932 | Time: 1402.1 ms [2022-03-13 14:27:12 main:574] : INFO : Epoch 1556 | loss: 0.0309938 | val_loss: 0.0312737 | Time: 1763.58 ms [2022-03-13 14:27:14 main:574] : INFO : Epoch 1557 | loss: 0.0310083 | val_loss: 0.0312699 | Time: 2352.19 ms [2022-03-13 14:27:16 main:574] : INFO : Epoch 1558 | loss: 0.0310083 | val_loss: 0.0312901 | Time: 1861.65 ms [2022-03-13 14:27:17 main:574] : INFO : Epoch 1559 | loss: 0.0310012 | val_loss: 0.0312687 | Time: 1350.06 ms [2022-03-13 14:27:19 main:574] : INFO : Epoch 1560 | loss: 0.0310039 | val_loss: 0.031298 | Time: 1326.51 ms [2022-03-13 14:27:20 main:574] : INFO : Epoch 1561 | loss: 0.0309996 | val_loss: 0.0312715 | Time: 1328.4 ms [2022-03-13 14:27:21 main:574] : INFO : Epoch 1562 | loss: 0.0310005 | val_loss: 0.0313038 | Time: 1321.75 ms [2022-03-13 14:27:23 main:574] : INFO : Epoch 1563 | loss: 0.0310097 | val_loss: 0.0312778 | Time: 1341.33 ms [2022-03-13 14:27:24 main:574] : INFO : Epoch 1564 | loss: 0.0310031 | val_loss: 0.0312792 | Time: 1323.22 ms [2022-03-13 14:27:26 main:574] : INFO : Epoch 1565 | loss: 0.0310113 | val_loss: 0.0313077 | Time: 1633.17 ms [2022-03-13 14:27:27 main:574] : INFO : Epoch 1566 | loss: 0.0310039 | val_loss: 0.0312825 | Time: 1347.1 ms [2022-03-13 14:27:28 main:574] : INFO : Epoch 1567 | loss: 0.0310019 | val_loss: 0.0312862 | Time: 1323.21 ms [2022-03-13 14:27:30 main:574] : INFO : Epoch 1568 | loss: 0.0309955 | val_loss: 0.0313273 | Time: 1325.65 ms [2022-03-13 14:27:31 main:574] : INFO : Epoch 1569 | loss: 0.0310009 | val_loss: 0.0312902 | Time: 1328.03 ms [2022-03-13 14:27:32 main:574] : INFO : Epoch 1570 | loss: 0.0310014 | val_loss: 0.0312922 | Time: 1322.61 ms [2022-03-13 14:27:34 main:574] : INFO : Epoch 1571 | loss: 0.0309987 | val_loss: 0.0312805 | Time: 1330.72 ms [2022-03-13 14:27:35 main:574] : INFO : Epoch 1572 | loss: 0.030991 | val_loss: 0.031316 | Time: 1431.88 ms [2022-03-13 14:27:37 main:574] : INFO : Epoch 1573 | loss: 0.0309912 | val_loss: 0.031308 | Time: 1481.03 ms [2022-03-13 14:27:38 main:574] : INFO : Epoch 1574 | loss: 0.0309931 | val_loss: 0.0312751 | Time: 1329.82 ms [2022-03-13 14:27:39 main:574] : INFO : Epoch 1575 | loss: 0.0310061 | val_loss: 0.0313106 | Time: 1324.19 ms [2022-03-13 14:27:41 main:574] : INFO : Epoch 1576 | loss: 0.0309989 | val_loss: 0.0312853 | Time: 1325.57 ms [2022-03-13 14:27:42 main:574] : INFO : Epoch 1577 | loss: 0.0309995 | val_loss: 0.031291 | Time: 1326.14 ms [2022-03-13 14:27:43 main:574] : INFO : Epoch 1578 | loss: 0.0310044 | val_loss: 0.0312895 | Time: 1341.5 ms [2022-03-13 14:27:45 main:574] : INFO : Epoch 1579 | loss: 0.0310031 | val_loss: 0.0312805 | Time: 1334.89 ms [2022-03-13 14:27:46 main:574] : INFO : Epoch 1580 | loss: 0.0310057 | val_loss: 0.0312879 | Time: 1520.52 ms [2022-03-13 14:27:47 main:574] : INFO : Epoch 1581 | loss: 0.0310128 | val_loss: 0.0313099 | Time: 1344.17 ms [2022-03-13 14:27:49 main:574] : INFO : Epoch 1582 | loss: 0.0310097 | val_loss: 0.0312708 | Time: 1331.46 ms [2022-03-13 14:27:50 main:574] : INFO : Epoch 1583 | loss: 0.0310035 | val_loss: 0.0312637 | Time: 1326.82 ms [2022-03-13 14:27:51 main:574] : INFO : Epoch 1584 | loss: 0.0310062 | val_loss: 0.0312909 | Time: 1319.33 ms [2022-03-13 14:27:53 main:574] : INFO : Epoch 1585 | loss: 0.0309982 | val_loss: 0.0313259 | Time: 1323.44 ms [2022-03-13 14:27:54 main:574] : INFO : Epoch 1586 | loss: 0.0310123 | val_loss: 0.0312572 | Time: 1327.33 ms [2022-03-13 14:27:56 main:574] : INFO : Epoch 1587 | loss: 0.0310225 | val_loss: 0.0312582 | Time: 1523.93 ms [2022-03-13 14:27:57 main:574] : INFO : Epoch 1588 | loss: 0.0310099 | val_loss: 0.031267 | Time: 1363.27 ms [2022-03-13 14:27:58 main:574] : INFO : Epoch 1589 | loss: 0.0310037 | val_loss: 0.0312962 | Time: 1321.45 ms [2022-03-13 14:28:00 main:574] : INFO : Epoch 1590 | loss: 0.0309993 | val_loss: 0.0313064 | Time: 1331.07 ms [2022-03-13 14:28:01 main:574] : INFO : Epoch 1591 | loss: 0.0309976 | val_loss: 0.0312861 | Time: 1328.08 ms [2022-03-13 14:28:02 main:574] : INFO : Epoch 1592 | loss: 0.030995 | val_loss: 0.0312777 | Time: 1331.22 ms [2022-03-13 14:28:04 main:574] : INFO : Epoch 1593 | loss: 0.0310066 | val_loss: 0.0312627 | Time: 1333.93 ms [2022-03-13 14:28:05 main:574] : INFO : Epoch 1594 | loss: 0.0310136 | val_loss: 0.0312935 | Time: 1391.06 ms [2022-03-13 14:28:07 main:574] : INFO : Epoch 1595 | loss: 0.0310032 | val_loss: 0.0312854 | Time: 1497.41 ms [2022-03-13 14:28:08 main:574] : INFO : Epoch 1596 | loss: 0.0310098 | val_loss: 0.0312708 | Time: 1337.24 ms [2022-03-13 14:28:09 main:574] : INFO : Epoch 1597 | loss: 0.031006 | val_loss: 0.0312987 | Time: 1327.46 ms [2022-03-13 14:28:11 main:574] : INFO : Epoch 1598 | loss: 0.0309969 | val_loss: 0.0312938 | Time: 1455.7 ms [2022-03-13 14:28:13 main:574] : INFO : Epoch 1599 | loss: 0.0309896 | val_loss: 0.0312815 | Time: 2208.8 ms [2022-03-13 14:28:16 main:574] : INFO : Epoch 1600 | loss: 0.03101 | val_loss: 0.0312245 | Time: 2678 ms [2022-03-13 14:28:17 main:574] : INFO : Epoch 1601 | loss: 0.0310203 | val_loss: 0.0312976 | Time: 1369.53 ms [2022-03-13 14:28:18 main:574] : INFO : Epoch 1602 | loss: 0.0310052 | val_loss: 0.0312767 | Time: 1339.95 ms [2022-03-13 14:28:20 main:574] : INFO : Epoch 1603 | loss: 0.0310086 | val_loss: 0.0313099 | Time: 1332.44 ms [2022-03-13 14:28:21 main:574] : INFO : Epoch 1604 | loss: 0.0310144 | val_loss: 0.0312806 | Time: 1327.94 ms [2022-03-13 14:28:22 main:574] : INFO : Epoch 1605 | loss: 0.0310211 | val_loss: 0.0312769 | Time: 1327.73 ms [2022-03-13 14:28:24 main:574] : INFO : Epoch 1606 | loss: 0.0310067 | val_loss: 0.0312887 | Time: 1325.42 ms [2022-03-13 14:28:25 main:574] : INFO : Epoch 1607 | loss: 0.0309983 | val_loss: 0.0312983 | Time: 1402.03 ms [2022-03-13 14:28:27 main:574] : INFO : Epoch 1608 | loss: 0.0310026 | val_loss: 0.031283 | Time: 1484.65 ms [2022-03-13 14:28:28 main:574] : INFO : Epoch 1609 | loss: 0.0310006 | val_loss: 0.031303 | Time: 1330.25 ms [2022-03-13 14:28:29 main:574] : INFO : Epoch 1610 | loss: 0.0309985 | val_loss: 0.0312922 | Time: 1336.12 ms [2022-03-13 14:28:31 main:574] : INFO : Epoch 1611 | loss: 0.0309992 | val_loss: 0.0312926 | Time: 1332.37 ms [2022-03-13 14:28:32 main:574] : INFO : Epoch 1612 | loss: 0.0310001 | val_loss: 0.0312945 | Time: 1330.54 ms [2022-03-13 14:28:33 main:574] : INFO : Epoch 1613 | loss: 0.0310065 | val_loss: 0.0313028 | Time: 1334.26 ms [2022-03-13 14:28:35 main:574] : INFO : Epoch 1614 | loss: 0.0310031 | val_loss: 0.0312903 | Time: 1344.12 ms [2022-03-13 14:28:36 main:574] : INFO : Epoch 1615 | loss: 0.0309968 | val_loss: 0.0313083 | Time: 1605.65 ms [2022-03-13 14:28:38 main:574] : INFO : Epoch 1616 | loss: 0.0309926 | val_loss: 0.0313004 | Time: 1341.16 ms [2022-03-13 14:28:39 main:574] : INFO : Epoch 1617 | loss: 0.0309941 | val_loss: 0.0313076 | Time: 1333.27 ms [2022-03-13 14:28:40 main:574] : INFO : Epoch 1618 | loss: 0.0310007 | val_loss: 0.0312774 | Time: 1322.6 ms [2022-03-13 14:28:42 main:574] : INFO : Epoch 1619 | loss: 0.0310008 | val_loss: 0.0312975 | Time: 1329.99 ms [2022-03-13 14:28:43 main:574] : INFO : Epoch 1620 | loss: 0.0310047 | val_loss: 0.0312898 | Time: 1326.4 ms [2022-03-13 14:28:44 main:574] : INFO : Epoch 1621 | loss: 0.0309962 | val_loss: 0.031293 | Time: 1329.42 ms [2022-03-13 14:28:46 main:574] : INFO : Epoch 1622 | loss: 0.0310038 | val_loss: 0.0312805 | Time: 1525.71 ms [2022-03-13 14:28:47 main:574] : INFO : Epoch 1623 | loss: 0.0309975 | val_loss: 0.0313082 | Time: 1384.16 ms [2022-03-13 14:28:48 main:574] : INFO : Epoch 1624 | loss: 0.0309931 | val_loss: 0.0312898 | Time: 1320.69 ms [2022-03-13 14:28:50 main:574] : INFO : Epoch 1625 | loss: 0.0309955 | val_loss: 0.0313279 | Time: 1329.03 ms [2022-03-13 14:28:51 main:574] : INFO : Epoch 1626 | loss: 0.0310041 | val_loss: 0.0313154 | Time: 1343.77 ms [2022-03-13 14:28:52 main:574] : INFO : Epoch 1627 | loss: 0.0310037 | val_loss: 0.0312615 | Time: 1325.69 ms [2022-03-13 14:28:54 main:574] : INFO : Epoch 1628 | loss: 0.0310115 | val_loss: 0.0312906 | Time: 1326.74 ms [2022-03-13 14:28:55 main:574] : INFO : Epoch 1629 | loss: 0.0309987 | val_loss: 0.0312937 | Time: 1386.57 ms [2022-03-13 14:28:57 main:574] : INFO : Epoch 1630 | loss: 0.0310003 | val_loss: 0.0313022 | Time: 1488.33 ms [2022-03-13 14:28:58 main:574] : INFO : Epoch 1631 | loss: 0.0309948 | val_loss: 0.0312878 | Time: 1328.29 ms [2022-03-13 14:28:59 main:574] : INFO : Epoch 1632 | loss: 0.0309863 | val_loss: 0.0313141 | Time: 1340.64 ms [2022-03-13 14:29:01 main:574] : INFO : Epoch 1633 | loss: 0.0309927 | val_loss: 0.0312936 | Time: 1325.07 ms [2022-03-13 14:29:02 main:574] : INFO : Epoch 1634 | loss: 0.0310053 | val_loss: 0.0313022 | Time: 1329.89 ms [2022-03-13 14:29:03 main:574] : INFO : Epoch 1635 | loss: 0.0310006 | val_loss: 0.0312766 | Time: 1327.34 ms [2022-03-13 14:29:05 main:574] : INFO : Epoch 1636 | loss: 0.0309955 | val_loss: 0.0313029 | Time: 1332.21 ms [2022-03-13 14:29:06 main:574] : INFO : Epoch 1637 | loss: 0.0309985 | val_loss: 0.031315 | Time: 1600.1 ms [2022-03-13 14:29:08 main:574] : INFO : Epoch 1638 | loss: 0.0310034 | val_loss: 0.0312969 | Time: 1340.29 ms [2022-03-13 14:29:09 main:574] : INFO : Epoch 1639 | loss: 0.0309948 | val_loss: 0.031266 | Time: 1331.21 ms [2022-03-13 14:29:10 main:574] : INFO : Epoch 1640 | loss: 0.0309959 | val_loss: 0.03128 | Time: 1348.11 ms [2022-03-13 14:29:16 main:574] : INFO : Epoch 1641 | loss: 0.0309872 | val_loss: 0.0312905 | Time: 5367.75 ms [2022-03-13 14:29:17 main:574] : INFO : Epoch 1642 | loss: 0.0309945 | val_loss: 0.0313139 | Time: 1393.94 ms [2022-03-13 14:29:18 main:574] : INFO : Epoch 1643 | loss: 0.030994 | val_loss: 0.0312838 | Time: 1325.53 ms [2022-03-13 14:29:20 main:574] : INFO : Epoch 1644 | loss: 0.0309912 | val_loss: 0.0312827 | Time: 1331.12 ms [2022-03-13 14:29:21 main:574] : INFO : Epoch 1645 | loss: 0.0310007 | val_loss: 0.0312853 | Time: 1333.58 ms [2022-03-13 14:29:22 main:574] : INFO : Epoch 1646 | loss: 0.0310016 | val_loss: 0.0312693 | Time: 1326.41 ms [2022-03-13 14:29:24 main:574] : INFO : Epoch 1647 | loss: 0.0309969 | val_loss: 0.0313179 | Time: 1330.92 ms [2022-03-13 14:29:25 main:574] : INFO : Epoch 1648 | loss: 0.0309972 | val_loss: 0.0312673 | Time: 1431.83 ms [2022-03-13 14:29:27 main:574] : INFO : Epoch 1649 | loss: 0.0310236 | val_loss: 0.0312605 | Time: 1473.24 ms [2022-03-13 14:29:28 main:574] : INFO : Epoch 1650 | loss: 0.0310076 | val_loss: 0.0313335 | Time: 1333.55 ms [2022-03-13 14:29:29 main:574] : INFO : Epoch 1651 | loss: 0.0309911 | val_loss: 0.0312979 | Time: 1325.2 ms [2022-03-13 14:29:31 main:574] : INFO : Epoch 1652 | loss: 0.0309867 | val_loss: 0.0312928 | Time: 1328.96 ms [2022-03-13 14:29:32 main:574] : INFO : Epoch 1653 | loss: 0.0309887 | val_loss: 0.0313078 | Time: 1327.57 ms [2022-03-13 14:29:33 main:574] : INFO : Epoch 1654 | loss: 0.030999 | val_loss: 0.0312653 | Time: 1334.21 ms [2022-03-13 14:29:35 main:574] : INFO : Epoch 1655 | loss: 0.0310115 | val_loss: 0.0312918 | Time: 1326.61 ms [2022-03-13 14:29:36 main:574] : INFO : Epoch 1656 | loss: 0.0310157 | val_loss: 0.0313107 | Time: 1586.02 ms [2022-03-13 14:29:38 main:574] : INFO : Epoch 1657 | loss: 0.0310076 | val_loss: 0.0313126 | Time: 1327.43 ms [2022-03-13 14:29:39 main:574] : INFO : Epoch 1658 | loss: 0.0309951 | val_loss: 0.0312981 | Time: 1331.24 ms [2022-03-13 14:29:40 main:574] : INFO : Epoch 1659 | loss: 0.0309998 | val_loss: 0.0312969 | Time: 1328.03 ms [2022-03-13 14:29:42 main:574] : INFO : Epoch 1660 | loss: 0.0309975 | val_loss: 0.0312594 | Time: 1323.9 ms [2022-03-13 14:29:43 main:574] : INFO : Epoch 1661 | loss: 0.0310057 | val_loss: 0.0313013 | Time: 1320.84 ms [2022-03-13 14:29:44 main:574] : INFO : Epoch 1662 | loss: 0.0309993 | val_loss: 0.0313099 | Time: 1333.77 ms [2022-03-13 14:29:46 main:574] : INFO : Epoch 1663 | loss: 0.0309979 | val_loss: 0.0312721 | Time: 1568.67 ms [2022-03-13 14:29:47 main:574] : INFO : Epoch 1664 | loss: 0.0309934 | val_loss: 0.0313019 | Time: 1366.37 ms [2022-03-13 14:29:48 main:574] : INFO : Epoch 1665 | loss: 0.0309956 | val_loss: 0.031308 | Time: 1332.29 ms [2022-03-13 14:29:50 main:574] : INFO : Epoch 1666 | loss: 0.0309898 | val_loss: 0.0312943 | Time: 1323.49 ms [2022-03-13 14:29:51 main:574] : INFO : Epoch 1667 | loss: 0.0309949 | val_loss: 0.0313067 | Time: 1332.01 ms [2022-03-13 14:29:52 main:574] : INFO : Epoch 1668 | loss: 0.0310027 | val_loss: 0.0312584 | Time: 1330.55 ms [2022-03-13 14:29:54 main:574] : INFO : Epoch 1669 | loss: 0.0310033 | val_loss: 0.0312932 | Time: 1328.26 ms [2022-03-13 14:29:55 main:574] : INFO : Epoch 1670 | loss: 0.0310005 | val_loss: 0.0312878 | Time: 1381.37 ms [2022-03-13 14:29:57 main:574] : INFO : Epoch 1671 | loss: 0.0309996 | val_loss: 0.0313089 | Time: 1504.89 ms [2022-03-13 14:29:58 main:574] : INFO : Epoch 1672 | loss: 0.030998 | val_loss: 0.0313216 | Time: 1335.41 ms [2022-03-13 14:29:59 main:574] : INFO : Epoch 1673 | loss: 0.0309956 | val_loss: 0.0313062 | Time: 1323.23 ms [2022-03-13 14:30:01 main:574] : INFO : Epoch 1674 | loss: 0.0309953 | val_loss: 0.0312913 | Time: 1329.36 ms [2022-03-13 14:30:02 main:574] : INFO : Epoch 1675 | loss: 0.0310049 | val_loss: 0.0313269 | Time: 1329.8 ms [2022-03-13 14:30:03 main:574] : INFO : Epoch 1676 | loss: 0.031006 | val_loss: 0.0312841 | Time: 1330.26 ms [2022-03-13 14:30:05 main:574] : INFO : Epoch 1677 | loss: 0.031 | val_loss: 0.0312701 | Time: 1325.83 ms [2022-03-13 14:30:06 main:574] : INFO : Epoch 1678 | loss: 0.0310012 | val_loss: 0.031318 | Time: 1526.92 ms [2022-03-13 14:30:08 main:574] : INFO : Epoch 1679 | loss: 0.0309881 | val_loss: 0.0313 | Time: 1340.8 ms [2022-03-13 14:30:09 main:574] : INFO : Epoch 1680 | loss: 0.0309944 | val_loss: 0.0312962 | Time: 1322.12 ms [2022-03-13 14:30:10 main:574] : INFO : Epoch 1681 | loss: 0.0309945 | val_loss: 0.0312986 | Time: 1333.6 ms [2022-03-13 14:30:16 main:574] : INFO : Epoch 1682 | loss: 0.0310022 | val_loss: 0.0312732 | Time: 5936.3 ms [2022-03-13 14:30:18 main:574] : INFO : Epoch 1683 | loss: 0.0310093 | val_loss: 0.0312931 | Time: 1344.47 ms [2022-03-13 14:30:19 main:574] : INFO : Epoch 1684 | loss: 0.0309889 | val_loss: 0.0312889 | Time: 1324.97 ms [2022-03-13 14:30:20 main:574] : INFO : Epoch 1685 | loss: 0.0309974 | val_loss: 0.0312707 | Time: 1329.37 ms [2022-03-13 14:30:22 main:574] : INFO : Epoch 1686 | loss: 0.0310226 | val_loss: 0.0312598 | Time: 1328.75 ms [2022-03-13 14:30:23 main:574] : INFO : Epoch 1687 | loss: 0.0310136 | val_loss: 0.0312839 | Time: 1325.55 ms [2022-03-13 14:30:24 main:574] : INFO : Epoch 1688 | loss: 0.0309999 | val_loss: 0.0313118 | Time: 1335.02 ms [2022-03-13 14:30:26 main:574] : INFO : Epoch 1689 | loss: 0.0309963 | val_loss: 0.0313161 | Time: 1527.24 ms [2022-03-13 14:30:27 main:574] : INFO : Epoch 1690 | loss: 0.0310048 | val_loss: 0.0313063 | Time: 1388.4 ms [2022-03-13 14:30:28 main:574] : INFO : Epoch 1691 | loss: 0.0310569 | val_loss: 0.0315247 | Time: 1331.81 ms [2022-03-13 14:30:30 main:574] : INFO : Epoch 1692 | loss: 0.0312549 | val_loss: 0.0312915 | Time: 1329.09 ms [2022-03-13 14:30:31 main:574] : INFO : Epoch 1693 | loss: 0.0311047 | val_loss: 0.0313423 | Time: 1325.96 ms [2022-03-13 14:30:32 main:574] : INFO : Epoch 1694 | loss: 0.0310141 | val_loss: 0.0312924 | Time: 1320.75 ms [2022-03-13 14:30:34 main:574] : INFO : Epoch 1695 | loss: 0.0310076 | val_loss: 0.0312613 | Time: 1329.21 ms [2022-03-13 14:30:35 main:574] : INFO : Epoch 1696 | loss: 0.0310071 | val_loss: 0.0312947 | Time: 1463.5 ms [2022-03-13 14:30:37 main:574] : INFO : Epoch 1697 | loss: 0.0309912 | val_loss: 0.0312996 | Time: 1573.46 ms [2022-03-13 14:30:38 main:574] : INFO : Epoch 1698 | loss: 0.0309966 | val_loss: 0.0312944 | Time: 1320.79 ms [2022-03-13 14:30:39 main:574] : INFO : Epoch 1699 | loss: 0.0309985 | val_loss: 0.0312999 | Time: 1328.53 ms [2022-03-13 14:30:41 main:574] : INFO : Epoch 1700 | loss: 0.0309939 | val_loss: 0.0313205 | Time: 1330.57 ms [2022-03-13 14:30:42 main:574] : INFO : Epoch 1701 | loss: 0.0309946 | val_loss: 0.0312923 | Time: 1330.43 ms [2022-03-13 14:30:43 main:574] : INFO : Epoch 1702 | loss: 0.0309952 | val_loss: 0.0313154 | Time: 1330.72 ms [2022-03-13 14:30:45 main:574] : INFO : Epoch 1703 | loss: 0.0310011 | val_loss: 0.0312807 | Time: 1344.43 ms [2022-03-13 14:30:46 main:574] : INFO : Epoch 1704 | loss: 0.0310002 | val_loss: 0.0313306 | Time: 1571.1 ms [2022-03-13 14:30:48 main:574] : INFO : Epoch 1705 | loss: 0.0310074 | val_loss: 0.0312887 | Time: 1336.71 ms [2022-03-13 14:30:49 main:574] : INFO : Epoch 1706 | loss: 0.0310023 | val_loss: 0.0312681 | Time: 1332.26 ms [2022-03-13 14:30:50 main:574] : INFO : Epoch 1707 | loss: 0.0310023 | val_loss: 0.0313043 | Time: 1338.48 ms [2022-03-13 14:30:52 main:574] : INFO : Epoch 1708 | loss: 0.0309998 | val_loss: 0.0312685 | Time: 1336.14 ms [2022-03-13 14:30:53 main:574] : INFO : Epoch 1709 | loss: 0.0310098 | val_loss: 0.0313182 | Time: 1336.54 ms [2022-03-13 14:30:54 main:574] : INFO : Epoch 1710 | loss: 0.031002 | val_loss: 0.0312953 | Time: 1332.16 ms [2022-03-13 14:30:56 main:574] : INFO : Epoch 1711 | loss: 0.0309926 | val_loss: 0.0312998 | Time: 1539.84 ms [2022-03-13 14:30:57 main:574] : INFO : Epoch 1712 | loss: 0.0309895 | val_loss: 0.0312874 | Time: 1372.89 ms [2022-03-13 14:30:59 main:574] : INFO : Epoch 1713 | loss: 0.0309901 | val_loss: 0.0312861 | Time: 1334.62 ms [2022-03-13 14:31:00 main:574] : INFO : Epoch 1714 | loss: 0.0309967 | val_loss: 0.0312748 | Time: 1323.5 ms [2022-03-13 14:31:01 main:574] : INFO : Epoch 1715 | loss: 0.0310027 | val_loss: 0.0313015 | Time: 1340.05 ms [2022-03-13 14:31:03 main:574] : INFO : Epoch 1716 | loss: 0.031003 | val_loss: 0.0312757 | Time: 1332.98 ms [2022-03-13 14:31:04 main:574] : INFO : Epoch 1717 | loss: 0.0310201 | val_loss: 0.0313015 | Time: 1332.06 ms [2022-03-13 14:31:05 main:574] : INFO : Epoch 1718 | loss: 0.0310097 | val_loss: 0.0313009 | Time: 1419.72 ms [2022-03-13 14:31:07 main:574] : INFO : Epoch 1719 | loss: 0.0309993 | val_loss: 0.0313207 | Time: 1472.66 ms [2022-03-13 14:31:08 main:574] : INFO : Epoch 1720 | loss: 0.0309952 | val_loss: 0.0312931 | Time: 1329.75 ms [2022-03-13 14:31:10 main:574] : INFO : Epoch 1721 | loss: 0.0309909 | val_loss: 0.0312972 | Time: 1318.67 ms [2022-03-13 14:31:11 main:574] : INFO : Epoch 1722 | loss: 0.030989 | val_loss: 0.0313136 | Time: 1380.2 ms [2022-03-13 14:31:16 main:574] : INFO : Epoch 1723 | loss: 0.0309937 | val_loss: 0.0313221 | Time: 5075.59 ms [2022-03-13 14:31:17 main:574] : INFO : Epoch 1724 | loss: 0.0310007 | val_loss: 0.0312691 | Time: 1340.1 ms [2022-03-13 14:31:19 main:574] : INFO : Epoch 1725 | loss: 0.031001 | val_loss: 0.031322 | Time: 1322.03 ms [2022-03-13 14:31:20 main:574] : INFO : Epoch 1726 | loss: 0.0310039 | val_loss: 0.0312987 | Time: 1318.76 ms [2022-03-13 14:31:21 main:574] : INFO : Epoch 1727 | loss: 0.0309958 | val_loss: 0.0313 | Time: 1331.34 ms [2022-03-13 14:31:23 main:574] : INFO : Epoch 1728 | loss: 0.0309847 | val_loss: 0.0313197 | Time: 1326.16 ms [2022-03-13 14:31:24 main:574] : INFO : Epoch 1729 | loss: 0.0309857 | val_loss: 0.0312943 | Time: 1331.58 ms [2022-03-13 14:31:26 main:574] : INFO : Epoch 1730 | loss: 0.030995 | val_loss: 0.0312713 | Time: 1513.47 ms [2022-03-13 14:31:27 main:574] : INFO : Epoch 1731 | loss: 0.0309957 | val_loss: 0.0312864 | Time: 1492.67 ms [2022-03-13 14:31:28 main:574] : INFO : Epoch 1732 | loss: 0.0309928 | val_loss: 0.0313268 | Time: 1327.82 ms [2022-03-13 14:31:30 main:574] : INFO : Epoch 1733 | loss: 0.0309886 | val_loss: 0.0312925 | Time: 1332.38 ms [2022-03-13 14:31:31 main:574] : INFO : Epoch 1734 | loss: 0.0310018 | val_loss: 0.0312659 | Time: 1327.7 ms [2022-03-13 14:31:32 main:574] : INFO : Epoch 1735 | loss: 0.0310072 | val_loss: 0.031272 | Time: 1336.02 ms [2022-03-13 14:31:34 main:574] : INFO : Epoch 1736 | loss: 0.0310081 | val_loss: 0.0313123 | Time: 1320.07 ms [2022-03-13 14:31:35 main:574] : INFO : Epoch 1737 | loss: 0.0309964 | val_loss: 0.0312986 | Time: 1366.03 ms [2022-03-13 14:31:37 main:574] : INFO : Epoch 1738 | loss: 0.0309921 | val_loss: 0.0313205 | Time: 1530.89 ms [2022-03-13 14:31:38 main:574] : INFO : Epoch 1739 | loss: 0.0310072 | val_loss: 0.0312745 | Time: 1333.52 ms [2022-03-13 14:31:39 main:574] : INFO : Epoch 1740 | loss: 0.0310051 | val_loss: 0.0312723 | Time: 1317.71 ms [2022-03-13 14:31:41 main:574] : INFO : Epoch 1741 | loss: 0.0309986 | val_loss: 0.0312848 | Time: 1334.18 ms [2022-03-13 14:31:42 main:574] : INFO : Epoch 1742 | loss: 0.0309942 | val_loss: 0.0313103 | Time: 1323.15 ms [2022-03-13 14:31:43 main:574] : INFO : Epoch 1743 | loss: 0.0310029 | val_loss: 0.0312827 | Time: 1331.26 ms [2022-03-13 14:31:45 main:574] : INFO : Epoch 1744 | loss: 0.0310004 | val_loss: 0.0313065 | Time: 1335.99 ms [2022-03-13 14:31:46 main:574] : INFO : Epoch 1745 | loss: 0.0310022 | val_loss: 0.0312599 | Time: 1616.19 ms [2022-03-13 14:31:48 main:574] : INFO : Epoch 1746 | loss: 0.0310096 | val_loss: 0.0312816 | Time: 1338.87 ms [2022-03-13 14:31:49 main:574] : INFO : Epoch 1747 | loss: 0.0310001 | val_loss: 0.0313098 | Time: 1324.22 ms [2022-03-13 14:31:50 main:574] : INFO : Epoch 1748 | loss: 0.0310064 | val_loss: 0.0312744 | Time: 1325.28 ms [2022-03-13 14:31:52 main:574] : INFO : Epoch 1749 | loss: 0.0310015 | val_loss: 0.0312941 | Time: 1324.82 ms [2022-03-13 14:31:53 main:574] : INFO : Epoch 1750 | loss: 0.0309994 | val_loss: 0.0312799 | Time: 1341.82 ms [2022-03-13 14:31:54 main:574] : INFO : Epoch 1751 | loss: 0.0310092 | val_loss: 0.0313267 | Time: 1319.35 ms [2022-03-13 14:31:56 main:574] : INFO : Epoch 1752 | loss: 0.0310041 | val_loss: 0.0312911 | Time: 1718.78 ms [2022-03-13 14:31:57 main:574] : INFO : Epoch 1753 | loss: 0.0309993 | val_loss: 0.0312771 | Time: 1381.22 ms [2022-03-13 14:31:59 main:574] : INFO : Epoch 1754 | loss: 0.0309971 | val_loss: 0.0312731 | Time: 1324.63 ms [2022-03-13 14:32:00 main:574] : INFO : Epoch 1755 | loss: 0.0309954 | val_loss: 0.0313263 | Time: 1320.7 ms [2022-03-13 14:32:01 main:574] : INFO : Epoch 1756 | loss: 0.0310069 | val_loss: 0.0312791 | Time: 1324.8 ms [2022-03-13 14:32:03 main:574] : INFO : Epoch 1757 | loss: 0.0310333 | val_loss: 0.0312473 | Time: 1334.44 ms [2022-03-13 14:32:04 main:574] : INFO : Epoch 1758 | loss: 0.0310168 | val_loss: 0.0312958 | Time: 1325.69 ms [2022-03-13 14:32:05 main:574] : INFO : Epoch 1759 | loss: 0.0310058 | val_loss: 0.0312726 | Time: 1392.27 ms [2022-03-13 14:32:07 main:574] : INFO : Epoch 1760 | loss: 0.0310164 | val_loss: 0.0312607 | Time: 1483.03 ms [2022-03-13 14:32:08 main:574] : INFO : Epoch 1761 | loss: 0.0310151 | val_loss: 0.0312897 | Time: 1334.78 ms [2022-03-13 14:32:10 main:574] : INFO : Epoch 1762 | loss: 0.0310275 | val_loss: 0.0313036 | Time: 1325.46 ms [2022-03-13 14:32:11 main:574] : INFO : Epoch 1763 | loss: 0.0310167 | val_loss: 0.0312852 | Time: 1323.78 ms [2022-03-13 14:32:13 main:574] : INFO : Epoch 1764 | loss: 0.0309969 | val_loss: 0.0313103 | Time: 1677.02 ms [2022-03-13 14:32:15 main:574] : INFO : Epoch 1765 | loss: 0.0309969 | val_loss: 0.0312925 | Time: 2079.87 ms [2022-03-13 14:32:16 main:574] : INFO : Epoch 1766 | loss: 0.0309958 | val_loss: 0.031315 | Time: 1744.96 ms [2022-03-13 14:32:18 main:574] : INFO : Epoch 1767 | loss: 0.0309925 | val_loss: 0.031322 | Time: 1337.72 ms [2022-03-13 14:32:19 main:574] : INFO : Epoch 1768 | loss: 0.0309937 | val_loss: 0.0312858 | Time: 1326.99 ms [2022-03-13 14:32:20 main:574] : INFO : Epoch 1769 | loss: 0.0309944 | val_loss: 0.0313037 | Time: 1334.21 ms [2022-03-13 14:32:22 main:574] : INFO : Epoch 1770 | loss: 0.0310098 | val_loss: 0.0312897 | Time: 1328.66 ms [2022-03-13 14:32:23 main:574] : INFO : Epoch 1771 | loss: 0.031028 | val_loss: 0.0312675 | Time: 1337.61 ms [2022-03-13 14:32:24 main:574] : INFO : Epoch 1772 | loss: 0.0310386 | val_loss: 0.0312923 | Time: 1326.33 ms [2022-03-13 14:32:26 main:574] : INFO : Epoch 1773 | loss: 0.0310066 | val_loss: 0.0312828 | Time: 1524.39 ms [2022-03-13 14:32:27 main:574] : INFO : Epoch 1774 | loss: 0.030998 | val_loss: 0.0313128 | Time: 1373.55 ms [2022-03-13 14:32:29 main:574] : INFO : Epoch 1775 | loss: 0.0309948 | val_loss: 0.0312844 | Time: 1340.59 ms [2022-03-13 14:32:30 main:574] : INFO : Epoch 1776 | loss: 0.0309914 | val_loss: 0.0313222 | Time: 1326.62 ms [2022-03-13 14:32:31 main:574] : INFO : Epoch 1777 | loss: 0.0310121 | val_loss: 0.031263 | Time: 1325.98 ms [2022-03-13 14:32:33 main:574] : INFO : Epoch 1778 | loss: 0.0310129 | val_loss: 0.0312783 | Time: 1324.03 ms [2022-03-13 14:32:34 main:574] : INFO : Epoch 1779 | loss: 0.0310002 | val_loss: 0.0313379 | Time: 1325.52 ms [2022-03-13 14:32:35 main:574] : INFO : Epoch 1780 | loss: 0.0310577 | val_loss: 0.0312864 | Time: 1442.08 ms [2022-03-13 14:32:37 main:574] : INFO : Epoch 1781 | loss: 0.0310557 | val_loss: 0.0312606 | Time: 1476.56 ms [2022-03-13 14:32:38 main:574] : INFO : Epoch 1782 | loss: 0.0310166 | val_loss: 0.0312653 | Time: 1323.78 ms [2022-03-13 14:32:40 main:574] : INFO : Epoch 1783 | loss: 0.0309985 | val_loss: 0.0313099 | Time: 1326.88 ms [2022-03-13 14:32:41 main:574] : INFO : Epoch 1784 | loss: 0.0309986 | val_loss: 0.0312891 | Time: 1323.12 ms [2022-03-13 14:32:42 main:574] : INFO : Epoch 1785 | loss: 0.0309934 | val_loss: 0.0312911 | Time: 1325.23 ms [2022-03-13 14:32:44 main:574] : INFO : Epoch 1786 | loss: 0.0309878 | val_loss: 0.0312849 | Time: 1332.97 ms [2022-03-13 14:32:45 main:574] : INFO : Epoch 1787 | loss: 0.0309954 | val_loss: 0.0313008 | Time: 1329.57 ms [2022-03-13 14:32:47 main:574] : INFO : Epoch 1788 | loss: 0.0309934 | val_loss: 0.0312956 | Time: 1614.08 ms [2022-03-13 14:32:48 main:574] : INFO : Epoch 1789 | loss: 0.0309951 | val_loss: 0.0312968 | Time: 1331.22 ms [2022-03-13 14:32:49 main:574] : INFO : Epoch 1790 | loss: 0.031007 | val_loss: 0.0312846 | Time: 1319.58 ms [2022-03-13 14:32:51 main:574] : INFO : Epoch 1791 | loss: 0.0309971 | val_loss: 0.0312808 | Time: 1322.25 ms [2022-03-13 14:32:52 main:574] : INFO : Epoch 1792 | loss: 0.0310029 | val_loss: 0.031311 | Time: 1332.13 ms [2022-03-13 14:32:53 main:574] : INFO : Epoch 1793 | loss: 0.0310228 | val_loss: 0.0313118 | Time: 1331.98 ms [2022-03-13 14:32:55 main:574] : INFO : Epoch 1794 | loss: 0.0310051 | val_loss: 0.0312977 | Time: 1333.56 ms [2022-03-13 14:32:56 main:574] : INFO : Epoch 1795 | loss: 0.0310049 | val_loss: 0.0312804 | Time: 1570.54 ms [2022-03-13 14:32:57 main:574] : INFO : Epoch 1796 | loss: 0.0309985 | val_loss: 0.0313235 | Time: 1353.32 ms [2022-03-13 14:32:59 main:574] : INFO : Epoch 1797 | loss: 0.0310075 | val_loss: 0.0312805 | Time: 1326.76 ms [2022-03-13 14:33:00 main:574] : INFO : Epoch 1798 | loss: 0.0310042 | val_loss: 0.0312855 | Time: 1321.16 ms [2022-03-13 14:33:01 main:574] : INFO : Epoch 1799 | loss: 0.0310035 | val_loss: 0.0313094 | Time: 1318.67 ms [2022-03-13 14:33:03 main:574] : INFO : Epoch 1800 | loss: 0.0310065 | val_loss: 0.0312937 | Time: 1331.72 ms [2022-03-13 14:33:04 main:574] : INFO : Epoch 1801 | loss: 0.0309926 | val_loss: 0.0313068 | Time: 1325.12 ms [2022-03-13 14:33:05 main:574] : INFO : Epoch 1802 | loss: 0.0309982 | val_loss: 0.0313043 | Time: 1359.54 ms [2022-03-13 14:33:07 main:574] : INFO : Epoch 1803 | loss: 0.0309945 | val_loss: 0.0312974 | Time: 1518.08 ms [2022-03-13 14:33:08 main:574] : INFO : Epoch 1804 | loss: 0.0310116 | val_loss: 0.031281 | Time: 1321.46 ms [2022-03-13 14:33:10 main:574] : INFO : Epoch 1805 | loss: 0.0310064 | val_loss: 0.0313005 | Time: 1328.06 ms [2022-03-13 14:33:11 main:574] : INFO : Epoch 1806 | loss: 0.0309929 | val_loss: 0.0313003 | Time: 1327.68 ms [2022-03-13 14:33:13 main:574] : INFO : Epoch 1807 | loss: 0.0309902 | val_loss: 0.0313156 | Time: 1762.51 ms [2022-03-13 14:33:16 main:574] : INFO : Epoch 1808 | loss: 0.0309943 | val_loss: 0.0313295 | Time: 3333.23 ms [2022-03-13 14:33:17 main:574] : INFO : Epoch 1809 | loss: 0.0309961 | val_loss: 0.0312749 | Time: 1366.99 ms [2022-03-13 14:33:19 main:574] : INFO : Epoch 1810 | loss: 0.0309971 | val_loss: 0.031306 | Time: 1329 ms [2022-03-13 14:33:20 main:574] : INFO : Epoch 1811 | loss: 0.0309906 | val_loss: 0.0312958 | Time: 1328.87 ms [2022-03-13 14:33:21 main:574] : INFO : Epoch 1812 | loss: 0.0309945 | val_loss: 0.031298 | Time: 1321.58 ms [2022-03-13 14:33:23 main:574] : INFO : Epoch 1813 | loss: 0.0310049 | val_loss: 0.0313076 | Time: 1324.69 ms [2022-03-13 14:33:24 main:574] : INFO : Epoch 1814 | loss: 0.0310037 | val_loss: 0.0313133 | Time: 1323.62 ms [2022-03-13 14:33:26 main:574] : INFO : Epoch 1815 | loss: 0.0309967 | val_loss: 0.0312785 | Time: 1408.82 ms [2022-03-13 14:33:27 main:574] : INFO : Epoch 1816 | loss: 0.0310125 | val_loss: 0.031291 | Time: 1474.98 ms [2022-03-13 14:33:28 main:574] : INFO : Epoch 1817 | loss: 0.0309964 | val_loss: 0.0313059 | Time: 1321.47 ms [2022-03-13 14:33:30 main:574] : INFO : Epoch 1818 | loss: 0.0309917 | val_loss: 0.0312791 | Time: 1339.34 ms [2022-03-13 14:33:31 main:574] : INFO : Epoch 1819 | loss: 0.0309908 | val_loss: 0.0313 | Time: 1333.11 ms [2022-03-13 14:33:32 main:574] : INFO : Epoch 1820 | loss: 0.0309989 | val_loss: 0.0312836 | Time: 1322.78 ms [2022-03-13 14:33:34 main:574] : INFO : Epoch 1821 | loss: 0.0309941 | val_loss: 0.0312892 | Time: 1357.81 ms [2022-03-13 14:33:35 main:574] : INFO : Epoch 1822 | loss: 0.0309932 | val_loss: 0.0313159 | Time: 1480.19 ms [2022-03-13 14:33:37 main:574] : INFO : Epoch 1823 | loss: 0.0310101 | val_loss: 0.0312935 | Time: 2017.51 ms [2022-03-13 14:33:39 main:574] : INFO : Epoch 1824 | loss: 0.0310105 | val_loss: 0.031274 | Time: 1382.79 ms [2022-03-13 14:33:40 main:574] : INFO : Epoch 1825 | loss: 0.0310014 | val_loss: 0.0313058 | Time: 1368.38 ms [2022-03-13 14:33:41 main:574] : INFO : Epoch 1826 | loss: 0.0310076 | val_loss: 0.0313083 | Time: 1357.36 ms [2022-03-13 14:33:43 main:574] : INFO : Epoch 1827 | loss: 0.0310041 | val_loss: 0.0312628 | Time: 1365.22 ms [2022-03-13 14:33:44 main:574] : INFO : Epoch 1828 | loss: 0.0310029 | val_loss: 0.031294 | Time: 1359.58 ms [2022-03-13 14:33:46 main:574] : INFO : Epoch 1829 | loss: 0.0309968 | val_loss: 0.0313258 | Time: 1592.48 ms [2022-03-13 14:33:47 main:574] : INFO : Epoch 1830 | loss: 0.0310022 | val_loss: 0.0313061 | Time: 1531.23 ms [2022-03-13 14:33:49 main:574] : INFO : Epoch 1831 | loss: 0.0309908 | val_loss: 0.0312947 | Time: 1374.98 ms [2022-03-13 14:33:50 main:574] : INFO : Epoch 1832 | loss: 0.0309905 | val_loss: 0.0313106 | Time: 1354.04 ms [2022-03-13 14:33:51 main:574] : INFO : Epoch 1833 | loss: 0.0310058 | val_loss: 0.0312717 | Time: 1357.77 ms [2022-03-13 14:33:53 main:574] : INFO : Epoch 1834 | loss: 0.0310397 | val_loss: 0.0312519 | Time: 1337.35 ms [2022-03-13 14:33:56 main:574] : INFO : Epoch 1835 | loss: 0.0310283 | val_loss: 0.0312718 | Time: 3791.15 ms [2022-03-13 14:33:58 main:574] : INFO : Epoch 1836 | loss: 0.031011 | val_loss: 0.0312742 | Time: 1344.09 ms [2022-03-13 14:33:59 main:574] : INFO : Epoch 1837 | loss: 0.0309942 | val_loss: 0.0313128 | Time: 1332.76 ms [2022-03-13 14:34:01 main:574] : INFO : Epoch 1838 | loss: 0.031004 | val_loss: 0.0312325 | Time: 1337.1 ms [2022-03-13 14:34:02 main:574] : INFO : Epoch 1839 | loss: 0.0310274 | val_loss: 0.0312541 | Time: 1325.36 ms [2022-03-13 14:34:03 main:574] : INFO : Epoch 1840 | loss: 0.0310105 | val_loss: 0.0312598 | Time: 1327.7 ms [2022-03-13 14:34:05 main:574] : INFO : Epoch 1841 | loss: 0.0310008 | val_loss: 0.0312975 | Time: 1336.31 ms [2022-03-13 14:34:06 main:574] : INFO : Epoch 1842 | loss: 0.0309878 | val_loss: 0.0312899 | Time: 1558.66 ms [2022-03-13 14:34:08 main:574] : INFO : Epoch 1843 | loss: 0.0309835 | val_loss: 0.031307 | Time: 1407.39 ms [2022-03-13 14:34:09 main:574] : INFO : Epoch 1844 | loss: 0.0309826 | val_loss: 0.0313102 | Time: 1333.98 ms [2022-03-13 14:34:10 main:574] : INFO : Epoch 1845 | loss: 0.0309896 | val_loss: 0.0312884 | Time: 1327.36 ms [2022-03-13 14:34:12 main:574] : INFO : Epoch 1846 | loss: 0.031028 | val_loss: 0.0312701 | Time: 1330.43 ms [2022-03-13 14:34:13 main:574] : INFO : Epoch 1847 | loss: 0.031011 | val_loss: 0.0312767 | Time: 1325.12 ms [2022-03-13 14:34:14 main:574] : INFO : Epoch 1848 | loss: 0.0310124 | val_loss: 0.0313067 | Time: 1326.77 ms [2022-03-13 14:34:16 main:574] : INFO : Epoch 1849 | loss: 0.0310004 | val_loss: 0.0312748 | Time: 1446.68 ms [2022-03-13 14:34:17 main:574] : INFO : Epoch 1850 | loss: 0.0310024 | val_loss: 0.0312875 | Time: 1486.5 ms [2022-03-13 14:34:19 main:574] : INFO : Epoch 1851 | loss: 0.0309953 | val_loss: 0.0313116 | Time: 1340.45 ms [2022-03-13 14:34:20 main:574] : INFO : Epoch 1852 | loss: 0.0309914 | val_loss: 0.0313044 | Time: 1328.43 ms [2022-03-13 14:34:21 main:574] : INFO : Epoch 1853 | loss: 0.0309923 | val_loss: 0.0313111 | Time: 1324.94 ms [2022-03-13 14:34:23 main:574] : INFO : Epoch 1854 | loss: 0.0309939 | val_loss: 0.0312925 | Time: 1338.2 ms [2022-03-13 14:34:24 main:574] : INFO : Epoch 1855 | loss: 0.0310029 | val_loss: 0.0313075 | Time: 1324.77 ms [2022-03-13 14:34:25 main:574] : INFO : Epoch 1856 | loss: 0.0309904 | val_loss: 0.0312891 | Time: 1359.63 ms [2022-03-13 14:34:27 main:574] : INFO : Epoch 1857 | loss: 0.0309949 | val_loss: 0.0312878 | Time: 1575.82 ms [2022-03-13 14:34:28 main:574] : INFO : Epoch 1858 | loss: 0.0309968 | val_loss: 0.0312938 | Time: 1331.2 ms [2022-03-13 14:34:29 main:574] : INFO : Epoch 1859 | loss: 0.0310989 | val_loss: 0.0312065 | Time: 1318.57 ms [2022-03-13 14:34:31 main:574] : INFO : Epoch 1860 | loss: 0.0311061 | val_loss: 0.0312154 | Time: 1338.62 ms [2022-03-13 14:34:32 main:574] : INFO : Epoch 1861 | loss: 0.0310679 | val_loss: 0.0312531 | Time: 1323.15 ms [2022-03-13 14:34:33 main:574] : INFO : Epoch 1862 | loss: 0.0310357 | val_loss: 0.0312813 | Time: 1321.67 ms [2022-03-13 14:34:35 main:574] : INFO : Epoch 1863 | loss: 0.0310096 | val_loss: 0.0313191 | Time: 1320.75 ms [2022-03-13 14:34:36 main:574] : INFO : Epoch 1864 | loss: 0.031002 | val_loss: 0.0312919 | Time: 1600.44 ms [2022-03-13 14:34:38 main:574] : INFO : Epoch 1865 | loss: 0.0310028 | val_loss: 0.0312739 | Time: 1336.49 ms [2022-03-13 14:34:39 main:574] : INFO : Epoch 1866 | loss: 0.030996 | val_loss: 0.0313082 | Time: 1321.83 ms [2022-03-13 14:34:40 main:574] : INFO : Epoch 1867 | loss: 0.0309943 | val_loss: 0.0312685 | Time: 1318.27 ms [2022-03-13 14:34:42 main:574] : INFO : Epoch 1868 | loss: 0.0309968 | val_loss: 0.0312517 | Time: 1327.06 ms [2022-03-13 14:34:43 main:574] : INFO : Epoch 1869 | loss: 0.0309942 | val_loss: 0.0313247 | Time: 1323.56 ms [2022-03-13 14:34:44 main:574] : INFO : Epoch 1870 | loss: 0.0309904 | val_loss: 0.031306 | Time: 1322.62 ms [2022-03-13 14:34:46 main:574] : INFO : Epoch 1871 | loss: 0.0309915 | val_loss: 0.0312811 | Time: 1646.65 ms [2022-03-13 14:34:47 main:574] : INFO : Epoch 1872 | loss: 0.0309996 | val_loss: 0.0313043 | Time: 1392.7 ms [2022-03-13 14:34:49 main:574] : INFO : Epoch 1873 | loss: 0.0310017 | val_loss: 0.0312883 | Time: 1329.67 ms [2022-03-13 14:34:50 main:574] : INFO : Epoch 1874 | loss: 0.031003 | val_loss: 0.0313141 | Time: 1329.94 ms [2022-03-13 14:34:51 main:574] : INFO : Epoch 1875 | loss: 0.0309913 | val_loss: 0.0312743 | Time: 1328.16 ms [2022-03-13 14:34:53 main:574] : INFO : Epoch 1876 | loss: 0.0309996 | val_loss: 0.0313005 | Time: 1329.13 ms [2022-03-13 14:34:54 main:574] : INFO : Epoch 1877 | loss: 0.0309935 | val_loss: 0.0312796 | Time: 1551.87 ms [2022-03-13 14:34:56 main:574] : INFO : Epoch 1878 | loss: 0.0310042 | val_loss: 0.0312818 | Time: 2048.64 ms [2022-03-13 14:34:58 main:574] : INFO : Epoch 1879 | loss: 0.03102 | val_loss: 0.0312711 | Time: 1385.84 ms [2022-03-13 14:34:59 main:574] : INFO : Epoch 1880 | loss: 0.030997 | val_loss: 0.0312892 | Time: 1320.12 ms [2022-03-13 14:35:00 main:574] : INFO : Epoch 1881 | loss: 0.0309858 | val_loss: 0.0313048 | Time: 1325.68 ms [2022-03-13 14:35:02 main:574] : INFO : Epoch 1882 | loss: 0.0309863 | val_loss: 0.0312913 | Time: 1318.52 ms [2022-03-13 14:35:03 main:574] : INFO : Epoch 1883 | loss: 0.030988 | val_loss: 0.0312898 | Time: 1328.78 ms [2022-03-13 14:35:04 main:574] : INFO : Epoch 1884 | loss: 0.0309909 | val_loss: 0.0313157 | Time: 1331.86 ms [2022-03-13 14:35:06 main:574] : INFO : Epoch 1885 | loss: 0.0309917 | val_loss: 0.0312858 | Time: 1445.06 ms [2022-03-13 14:35:07 main:574] : INFO : Epoch 1886 | loss: 0.030995 | val_loss: 0.0313067 | Time: 1504.9 ms [2022-03-13 14:35:09 main:574] : INFO : Epoch 1887 | loss: 0.0309921 | val_loss: 0.0313164 | Time: 1323.31 ms [2022-03-13 14:35:10 main:574] : INFO : Epoch 1888 | loss: 0.0309964 | val_loss: 0.0313051 | Time: 1326.42 ms [2022-03-13 14:35:11 main:574] : INFO : Epoch 1889 | loss: 0.0309947 | val_loss: 0.0312773 | Time: 1329.46 ms [2022-03-13 14:35:13 main:574] : INFO : Epoch 1890 | loss: 0.0309921 | val_loss: 0.0313209 | Time: 1320.69 ms [2022-03-13 14:35:14 main:574] : INFO : Epoch 1891 | loss: 0.0309971 | val_loss: 0.0312914 | Time: 1332.91 ms [2022-03-13 14:35:15 main:574] : INFO : Epoch 1892 | loss: 0.031017 | val_loss: 0.0312775 | Time: 1361.61 ms [2022-03-13 14:35:17 main:574] : INFO : Epoch 1893 | loss: 0.0310117 | val_loss: 0.0313356 | Time: 1512.36 ms [2022-03-13 14:35:18 main:574] : INFO : Epoch 1894 | loss: 0.0310107 | val_loss: 0.0312652 | Time: 1338.08 ms [2022-03-13 14:35:20 main:574] : INFO : Epoch 1895 | loss: 0.0310079 | val_loss: 0.0312846 | Time: 1323.98 ms [2022-03-13 14:35:21 main:574] : INFO : Epoch 1896 | loss: 0.0309964 | val_loss: 0.0313097 | Time: 1332.94 ms [2022-03-13 14:35:22 main:574] : INFO : Epoch 1897 | loss: 0.0310079 | val_loss: 0.0312729 | Time: 1330.31 ms [2022-03-13 14:35:24 main:574] : INFO : Epoch 1898 | loss: 0.0310252 | val_loss: 0.031273 | Time: 1324.77 ms [2022-03-13 14:35:25 main:574] : INFO : Epoch 1899 | loss: 0.0310059 | val_loss: 0.0312691 | Time: 1324.18 ms [2022-03-13 14:35:26 main:574] : INFO : Epoch 1900 | loss: 0.0309908 | val_loss: 0.0313109 | Time: 1507.18 ms [2022-03-13 14:35:28 main:574] : INFO : Epoch 1901 | loss: 0.0309912 | val_loss: 0.0312794 | Time: 1346.01 ms [2022-03-13 14:35:29 main:574] : INFO : Epoch 1902 | loss: 0.030997 | val_loss: 0.0313112 | Time: 1319.96 ms [2022-03-13 14:35:30 main:574] : INFO : Epoch 1903 | loss: 0.0309975 | val_loss: 0.0312891 | Time: 1331.54 ms [2022-03-13 14:35:32 main:574] : INFO : Epoch 1904 | loss: 0.0310047 | val_loss: 0.0312497 | Time: 1321.05 ms [2022-03-13 14:35:33 main:574] : INFO : Epoch 1905 | loss: 0.0310074 | val_loss: 0.031288 | Time: 1331.04 ms [2022-03-13 14:35:34 main:574] : INFO : Epoch 1906 | loss: 0.0309914 | val_loss: 0.0313143 | Time: 1335.41 ms [2022-03-13 14:35:36 main:574] : INFO : Epoch 1907 | loss: 0.031004 | val_loss: 0.031308 | Time: 1479.86 ms [2022-03-13 14:35:37 main:574] : INFO : Epoch 1908 | loss: 0.0310205 | val_loss: 0.0312886 | Time: 1428.85 ms [2022-03-13 14:35:39 main:574] : INFO : Epoch 1909 | loss: 0.0310005 | val_loss: 0.0312634 | Time: 1325.67 ms [2022-03-13 14:35:40 main:574] : INFO : Epoch 1910 | loss: 0.0310057 | val_loss: 0.0312815 | Time: 1337.62 ms [2022-03-13 14:35:41 main:574] : INFO : Epoch 1911 | loss: 0.0310033 | val_loss: 0.0312871 | Time: 1329.7 ms [2022-03-13 14:35:43 main:574] : INFO : Epoch 1912 | loss: 0.0309975 | val_loss: 0.0313239 | Time: 1331.13 ms [2022-03-13 14:35:44 main:574] : INFO : Epoch 1913 | loss: 0.0309906 | val_loss: 0.0312926 | Time: 1323.08 ms [2022-03-13 14:35:45 main:574] : INFO : Epoch 1914 | loss: 0.0310015 | val_loss: 0.0313003 | Time: 1351.44 ms [2022-03-13 14:35:47 main:574] : INFO : Epoch 1915 | loss: 0.0309974 | val_loss: 0.0312709 | Time: 1625.97 ms [2022-03-13 14:35:48 main:574] : INFO : Epoch 1916 | loss: 0.0310033 | val_loss: 0.0312805 | Time: 1315.69 ms [2022-03-13 14:35:50 main:574] : INFO : Epoch 1917 | loss: 0.0309963 | val_loss: 0.0313003 | Time: 1324.46 ms [2022-03-13 14:35:51 main:574] : INFO : Epoch 1918 | loss: 0.0310007 | val_loss: 0.0313101 | Time: 1323.9 ms [2022-03-13 14:35:52 main:574] : INFO : Epoch 1919 | loss: 0.0309978 | val_loss: 0.0312881 | Time: 1327.45 ms [2022-03-13 14:35:54 main:574] : INFO : Epoch 1920 | loss: 0.0309911 | val_loss: 0.0313153 | Time: 1428.13 ms [2022-03-13 14:35:56 main:574] : INFO : Epoch 1921 | loss: 0.0309932 | val_loss: 0.0313029 | Time: 2418.09 ms [2022-03-13 14:35:58 main:574] : INFO : Epoch 1922 | loss: 0.0310127 | val_loss: 0.0312999 | Time: 1400.98 ms [2022-03-13 14:35:59 main:574] : INFO : Epoch 1923 | loss: 0.0310097 | val_loss: 0.0313093 | Time: 1332.85 ms [2022-03-13 14:36:00 main:574] : INFO : Epoch 1924 | loss: 0.0310091 | val_loss: 0.0312896 | Time: 1322.91 ms [2022-03-13 14:36:02 main:574] : INFO : Epoch 1925 | loss: 0.0310044 | val_loss: 0.0313245 | Time: 1327.88 ms [2022-03-13 14:36:03 main:574] : INFO : Epoch 1926 | loss: 0.0309973 | val_loss: 0.0313032 | Time: 1341.8 ms [2022-03-13 14:36:04 main:574] : INFO : Epoch 1927 | loss: 0.0309906 | val_loss: 0.0312998 | Time: 1333.25 ms [2022-03-13 14:36:06 main:574] : INFO : Epoch 1928 | loss: 0.0310069 | val_loss: 0.0312944 | Time: 1357.06 ms [2022-03-13 14:36:07 main:574] : INFO : Epoch 1929 | loss: 0.0309999 | val_loss: 0.0313142 | Time: 1532.18 ms [2022-03-13 14:36:08 main:574] : INFO : Epoch 1930 | loss: 0.0309977 | val_loss: 0.0312819 | Time: 1332.23 ms [2022-03-13 14:36:10 main:574] : INFO : Epoch 1931 | loss: 0.031004 | val_loss: 0.0313156 | Time: 1330.56 ms [2022-03-13 14:36:11 main:574] : INFO : Epoch 1932 | loss: 0.0309947 | val_loss: 0.0312707 | Time: 1342.55 ms [2022-03-13 14:36:13 main:574] : INFO : Epoch 1933 | loss: 0.0309955 | val_loss: 0.0312884 | Time: 1349.39 ms [2022-03-13 14:36:14 main:574] : INFO : Epoch 1934 | loss: 0.0309973 | val_loss: 0.0313061 | Time: 1327.89 ms [2022-03-13 14:36:15 main:574] : INFO : Epoch 1935 | loss: 0.03101 | val_loss: 0.0313057 | Time: 1332.42 ms [2022-03-13 14:36:17 main:574] : INFO : Epoch 1936 | loss: 0.0309969 | val_loss: 0.0312787 | Time: 1506.29 ms [2022-03-13 14:36:18 main:574] : INFO : Epoch 1937 | loss: 0.0309921 | val_loss: 0.0313146 | Time: 1347.66 ms [2022-03-13 14:36:19 main:574] : INFO : Epoch 1938 | loss: 0.030994 | val_loss: 0.0312784 | Time: 1321.8 ms [2022-03-13 14:36:21 main:574] : INFO : Epoch 1939 | loss: 0.0309881 | val_loss: 0.0313026 | Time: 1335.73 ms [2022-03-13 14:36:22 main:574] : INFO : Epoch 1940 | loss: 0.0309902 | val_loss: 0.0312765 | Time: 1338.44 ms [2022-03-13 14:36:23 main:574] : INFO : Epoch 1941 | loss: 0.0309885 | val_loss: 0.0313117 | Time: 1342.3 ms [2022-03-13 14:36:25 main:574] : INFO : Epoch 1942 | loss: 0.0309851 | val_loss: 0.0312989 | Time: 1337.21 ms [2022-03-13 14:36:26 main:574] : INFO : Epoch 1943 | loss: 0.0309852 | val_loss: 0.0313126 | Time: 1489.82 ms [2022-03-13 14:36:28 main:574] : INFO : Epoch 1944 | loss: 0.0309914 | val_loss: 0.031298 | Time: 1403.21 ms [2022-03-13 14:36:29 main:574] : INFO : Epoch 1945 | loss: 0.0309972 | val_loss: 0.031312 | Time: 1329.63 ms [2022-03-13 14:36:30 main:574] : INFO : Epoch 1946 | loss: 0.0309923 | val_loss: 0.031295 | Time: 1328.71 ms [2022-03-13 14:36:32 main:574] : INFO : Epoch 1947 | loss: 0.0309879 | val_loss: 0.0312873 | Time: 1322.16 ms [2022-03-13 14:36:33 main:574] : INFO : Epoch 1948 | loss: 0.0309857 | val_loss: 0.0313002 | Time: 1331.89 ms [2022-03-13 14:36:34 main:574] : INFO : Epoch 1949 | loss: 0.0310105 | val_loss: 0.0312819 | Time: 1326.66 ms [2022-03-13 14:36:36 main:574] : INFO : Epoch 1950 | loss: 0.0310103 | val_loss: 0.0312723 | Time: 1461.09 ms [2022-03-13 14:36:37 main:574] : INFO : Epoch 1951 | loss: 0.0310054 | val_loss: 0.0312745 | Time: 1503.73 ms [2022-03-13 14:36:39 main:574] : INFO : Epoch 1952 | loss: 0.0309925 | val_loss: 0.0313163 | Time: 1329.29 ms [2022-03-13 14:36:40 main:574] : INFO : Epoch 1953 | loss: 0.0309916 | val_loss: 0.0312964 | Time: 1330.27 ms [2022-03-13 14:36:41 main:574] : INFO : Epoch 1954 | loss: 0.0309964 | val_loss: 0.0312792 | Time: 1328.08 ms [2022-03-13 14:36:43 main:574] : INFO : Epoch 1955 | loss: 0.0309909 | val_loss: 0.0313151 | Time: 1327.44 ms [2022-03-13 14:36:44 main:574] : INFO : Epoch 1956 | loss: 0.031002 | val_loss: 0.0313136 | Time: 1332.38 ms [2022-03-13 14:36:45 main:574] : INFO : Epoch 1957 | loss: 0.030994 | val_loss: 0.0312954 | Time: 1337.31 ms [2022-03-13 14:36:47 main:574] : INFO : Epoch 1958 | loss: 0.030992 | val_loss: 0.0313197 | Time: 1716.33 ms [2022-03-13 14:36:48 main:574] : INFO : Epoch 1959 | loss: 0.0310004 | val_loss: 0.0313113 | Time: 1323.65 ms [2022-03-13 14:36:50 main:574] : INFO : Epoch 1960 | loss: 0.0310029 | val_loss: 0.031301 | Time: 1320.35 ms [2022-03-13 14:36:51 main:574] : INFO : Epoch 1961 | loss: 0.0309924 | val_loss: 0.031303 | Time: 1333.39 ms [2022-03-13 14:36:52 main:574] : INFO : Epoch 1962 | loss: 0.0309936 | val_loss: 0.0313119 | Time: 1326.5 ms [2022-03-13 14:36:54 main:574] : INFO : Epoch 1963 | loss: 0.0310038 | val_loss: 0.0312753 | Time: 1323.21 ms [2022-03-13 14:36:56 main:574] : INFO : Epoch 1964 | loss: 0.0310026 | val_loss: 0.0312887 | Time: 2014.19 ms [2022-03-13 14:36:57 main:574] : INFO : Epoch 1965 | loss: 0.0310036 | val_loss: 0.0313007 | Time: 1616.79 ms [2022-03-13 14:36:59 main:574] : INFO : Epoch 1966 | loss: 0.030999 | val_loss: 0.0312906 | Time: 1324.27 ms [2022-03-13 14:37:00 main:574] : INFO : Epoch 1967 | loss: 0.0310015 | val_loss: 0.0313192 | Time: 1322.88 ms [2022-03-13 14:37:01 main:574] : INFO : Epoch 1968 | loss: 0.0310067 | val_loss: 0.0313115 | Time: 1323.64 ms [2022-03-13 14:37:03 main:574] : INFO : Epoch 1969 | loss: 0.0309992 | val_loss: 0.031274 | Time: 1323.91 ms [2022-03-13 14:37:04 main:574] : INFO : Epoch 1970 | loss: 0.0309904 | val_loss: 0.0313136 | Time: 1335.46 ms [2022-03-13 14:37:05 main:574] : INFO : Epoch 1971 | loss: 0.0309954 | val_loss: 0.0312781 | Time: 1341.34 ms [2022-03-13 14:37:07 main:574] : INFO : Epoch 1972 | loss: 0.0309915 | val_loss: 0.0312842 | Time: 1575 ms [2022-03-13 14:37:08 main:574] : INFO : Epoch 1973 | loss: 0.0309973 | val_loss: 0.0312967 | Time: 1340.55 ms [2022-03-13 14:37:10 main:574] : INFO : Epoch 1974 | loss: 0.0310141 | val_loss: 0.0313156 | Time: 1323.09 ms [2022-03-13 14:37:11 main:574] : INFO : Epoch 1975 | loss: 0.0310061 | val_loss: 0.0312719 | Time: 1326.25 ms [2022-03-13 14:37:12 main:574] : INFO : Epoch 1976 | loss: 0.0310069 | val_loss: 0.031328 | Time: 1327.17 ms [2022-03-13 14:37:14 main:574] : INFO : Epoch 1977 | loss: 0.0310124 | val_loss: 0.0312819 | Time: 1328.34 ms [2022-03-13 14:37:15 main:574] : INFO : Epoch 1978 | loss: 0.0309978 | val_loss: 0.0312743 | Time: 1326.26 ms [2022-03-13 14:37:16 main:574] : INFO : Epoch 1979 | loss: 0.0309947 | val_loss: 0.0313084 | Time: 1539.6 ms [2022-03-13 14:37:18 main:574] : INFO : Epoch 1980 | loss: 0.0309882 | val_loss: 0.0313246 | Time: 1376.02 ms [2022-03-13 14:37:19 main:574] : INFO : Epoch 1981 | loss: 0.030985 | val_loss: 0.0313105 | Time: 1323.35 ms [2022-03-13 14:37:20 main:574] : INFO : Epoch 1982 | loss: 0.030998 | val_loss: 0.0312763 | Time: 1329.27 ms [2022-03-13 14:37:22 main:574] : INFO : Epoch 1983 | loss: 0.0310351 | val_loss: 0.0312861 | Time: 1332.76 ms [2022-03-13 14:37:23 main:574] : INFO : Epoch 1984 | loss: 0.0310195 | val_loss: 0.0312706 | Time: 1317.37 ms [2022-03-13 14:37:24 main:574] : INFO : Epoch 1985 | loss: 0.0310185 | val_loss: 0.0312523 | Time: 1326.93 ms [2022-03-13 14:37:26 main:574] : INFO : Epoch 1986 | loss: 0.0310166 | val_loss: 0.0312854 | Time: 1422.55 ms [2022-03-13 14:37:27 main:574] : INFO : Epoch 1987 | loss: 0.0309995 | val_loss: 0.0313029 | Time: 1500.21 ms [2022-03-13 14:37:29 main:574] : INFO : Epoch 1988 | loss: 0.0309967 | val_loss: 0.0313037 | Time: 1332.19 ms [2022-03-13 14:37:30 main:574] : INFO : Epoch 1989 | loss: 0.0309958 | val_loss: 0.0312874 | Time: 1323.57 ms [2022-03-13 14:37:31 main:574] : INFO : Epoch 1990 | loss: 0.0309948 | val_loss: 0.031281 | Time: 1327.11 ms [2022-03-13 14:37:33 main:574] : INFO : Epoch 1991 | loss: 0.0309926 | val_loss: 0.0312916 | Time: 1340.12 ms [2022-03-13 14:37:34 main:574] : INFO : Epoch 1992 | loss: 0.0309969 | val_loss: 0.0312883 | Time: 1328.8 ms [2022-03-13 14:37:35 main:574] : INFO : Epoch 1993 | loss: 0.0309999 | val_loss: 0.031285 | Time: 1347.21 ms [2022-03-13 14:37:37 main:574] : INFO : Epoch 1994 | loss: 0.0309927 | val_loss: 0.0312855 | Time: 1527.54 ms [2022-03-13 14:37:38 main:574] : INFO : Epoch 1995 | loss: 0.0309928 | val_loss: 0.0313173 | Time: 1340.4 ms [2022-03-13 14:37:40 main:574] : INFO : Epoch 1996 | loss: 0.0309912 | val_loss: 0.0313044 | Time: 1334.33 ms [2022-03-13 14:37:41 main:574] : INFO : Epoch 1997 | loss: 0.0309903 | val_loss: 0.0312984 | Time: 1341.71 ms [2022-03-13 14:37:42 main:574] : INFO : Epoch 1998 | loss: 0.0309967 | val_loss: 0.0312969 | Time: 1326.89 ms [2022-03-13 14:37:44 main:574] : INFO : Epoch 1999 | loss: 0.0310222 | val_loss: 0.0312937 | Time: 1324.72 ms [2022-03-13 14:37:45 main:574] : INFO : Epoch 2000 | loss: 0.0310046 | val_loss: 0.0313123 | Time: 1323.77 ms [2022-03-13 14:37:47 main:574] : INFO : Epoch 2001 | loss: 0.0309961 | val_loss: 0.0313003 | Time: 1643.45 ms [2022-03-13 14:37:48 main:574] : INFO : Epoch 2002 | loss: 0.031012 | val_loss: 0.0313134 | Time: 1355.45 ms [2022-03-13 14:37:49 main:574] : INFO : Epoch 2003 | loss: 0.0309954 | val_loss: 0.0313043 | Time: 1327.92 ms [2022-03-13 14:37:51 main:574] : INFO : Epoch 2004 | loss: 0.0310029 | val_loss: 0.0312954 | Time: 1320.33 ms [2022-03-13 14:37:52 main:574] : INFO : Epoch 2005 | loss: 0.0310118 | val_loss: 0.03126 | Time: 1325.63 ms [2022-03-13 14:37:53 main:574] : INFO : Epoch 2006 | loss: 0.0310105 | val_loss: 0.0312738 | Time: 1331.28 ms [2022-03-13 14:37:55 main:574] : INFO : Epoch 2007 | loss: 0.0309992 | val_loss: 0.0313076 | Time: 1424.96 ms [2022-03-13 14:37:57 main:574] : INFO : Epoch 2008 | loss: 0.0309863 | val_loss: 0.0312903 | Time: 1972.85 ms [2022-03-13 14:37:58 main:574] : INFO : Epoch 2009 | loss: 0.0309895 | val_loss: 0.0312874 | Time: 1347.61 ms [2022-03-13 14:37:59 main:574] : INFO : Epoch 2010 | loss: 0.0310075 | val_loss: 0.0313087 | Time: 1326.67 ms [2022-03-13 14:38:01 main:574] : INFO : Epoch 2011 | loss: 0.0310103 | val_loss: 0.0312787 | Time: 1326.2 ms [2022-03-13 14:38:02 main:574] : INFO : Epoch 2012 | loss: 0.0310057 | val_loss: 0.031262 | Time: 1327.87 ms [2022-03-13 14:38:03 main:574] : INFO : Epoch 2013 | loss: 0.0310167 | val_loss: 0.0312904 | Time: 1326.08 ms [2022-03-13 14:38:05 main:574] : INFO : Epoch 2014 | loss: 0.0309937 | val_loss: 0.0312749 | Time: 1325.44 ms [2022-03-13 14:38:07 main:574] : INFO : Epoch 2015 | loss: 0.030992 | val_loss: 0.0313033 | Time: 1890.86 ms [2022-03-13 14:38:08 main:574] : INFO : Epoch 2016 | loss: 0.030993 | val_loss: 0.0312933 | Time: 1344.14 ms [2022-03-13 14:38:09 main:574] : INFO : Epoch 2017 | loss: 0.031013 | val_loss: 0.0312787 | Time: 1330.57 ms [2022-03-13 14:38:11 main:574] : INFO : Epoch 2018 | loss: 0.0310024 | val_loss: 0.0312924 | Time: 1328.76 ms [2022-03-13 14:38:12 main:574] : INFO : Epoch 2019 | loss: 0.0309939 | val_loss: 0.0313295 | Time: 1339.73 ms [2022-03-13 14:38:13 main:574] : INFO : Epoch 2020 | loss: 0.03099 | val_loss: 0.0312681 | Time: 1328.75 ms [2022-03-13 14:38:15 main:574] : INFO : Epoch 2021 | loss: 0.0309974 | val_loss: 0.0312778 | Time: 1336.93 ms [2022-03-13 14:38:16 main:574] : INFO : Epoch 2022 | loss: 0.0309914 | val_loss: 0.0313121 | Time: 1812.72 ms [2022-03-13 14:38:18 main:574] : INFO : Epoch 2023 | loss: 0.0309854 | val_loss: 0.0313028 | Time: 1388.62 ms [2022-03-13 14:38:19 main:574] : INFO : Epoch 2024 | loss: 0.0309853 | val_loss: 0.0312736 | Time: 1321.69 ms [2022-03-13 14:38:21 main:574] : INFO : Epoch 2025 | loss: 0.0309936 | val_loss: 0.0313214 | Time: 1337.03 ms [2022-03-13 14:38:22 main:574] : INFO : Epoch 2026 | loss: 0.0310032 | val_loss: 0.0312893 | Time: 1328.6 ms [2022-03-13 14:38:23 main:574] : INFO : Epoch 2027 | loss: 0.0310197 | val_loss: 0.0312794 | Time: 1325.99 ms [2022-03-13 14:38:24 main:574] : INFO : Epoch 2028 | loss: 0.0309995 | val_loss: 0.0312833 | Time: 1327.87 ms [2022-03-13 14:38:26 main:574] : INFO : Epoch 2029 | loss: 0.0309973 | val_loss: 0.0312913 | Time: 1404.18 ms [2022-03-13 14:38:27 main:574] : INFO : Epoch 2030 | loss: 0.0309854 | val_loss: 0.0312897 | Time: 1491.98 ms [2022-03-13 14:38:29 main:574] : INFO : Epoch 2031 | loss: 0.0309883 | val_loss: 0.0313231 | Time: 1329.29 ms [2022-03-13 14:38:30 main:574] : INFO : Epoch 2032 | loss: 0.0309862 | val_loss: 0.0312906 | Time: 1330.51 ms [2022-03-13 14:38:31 main:574] : INFO : Epoch 2033 | loss: 0.0309833 | val_loss: 0.0312875 | Time: 1321.3 ms [2022-03-13 14:38:33 main:574] : INFO : Epoch 2034 | loss: 0.030995 | val_loss: 0.0312985 | Time: 1324.64 ms [2022-03-13 14:38:34 main:574] : INFO : Epoch 2035 | loss: 0.0309981 | val_loss: 0.0312767 | Time: 1325.59 ms [2022-03-13 14:38:35 main:574] : INFO : Epoch 2036 | loss: 0.0309985 | val_loss: 0.0313175 | Time: 1324.94 ms [2022-03-13 14:38:37 main:574] : INFO : Epoch 2037 | loss: 0.0309889 | val_loss: 0.031284 | Time: 1539.37 ms [2022-03-13 14:38:38 main:574] : INFO : Epoch 2038 | loss: 0.0309948 | val_loss: 0.0313065 | Time: 1333.45 ms [2022-03-13 14:38:40 main:574] : INFO : Epoch 2039 | loss: 0.0309942 | val_loss: 0.031304 | Time: 1325.51 ms [2022-03-13 14:38:41 main:574] : INFO : Epoch 2040 | loss: 0.0309898 | val_loss: 0.0313108 | Time: 1334.47 ms [2022-03-13 14:38:42 main:574] : INFO : Epoch 2041 | loss: 0.0309912 | val_loss: 0.0312836 | Time: 1330.43 ms [2022-03-13 14:38:44 main:574] : INFO : Epoch 2042 | loss: 0.0309941 | val_loss: 0.031317 | Time: 1326.07 ms [2022-03-13 14:38:45 main:574] : INFO : Epoch 2043 | loss: 0.0309918 | val_loss: 0.0313268 | Time: 1322.76 ms [2022-03-13 14:38:47 main:574] : INFO : Epoch 2044 | loss: 0.0309922 | val_loss: 0.0312933 | Time: 1697.75 ms [2022-03-13 14:38:48 main:574] : INFO : Epoch 2045 | loss: 0.0309973 | val_loss: 0.0313073 | Time: 1340.45 ms [2022-03-13 14:38:49 main:574] : INFO : Epoch 2046 | loss: 0.0309936 | val_loss: 0.0313257 | Time: 1325.61 ms [2022-03-13 14:38:51 main:574] : INFO : Epoch 2047 | loss: 0.0309905 | val_loss: 0.031319 | Time: 1325.67 ms [2022-03-13 14:38:52 main:574] : INFO : Epoch 2048 | loss: 0.0309986 | val_loss: 0.0312698 | Time: 1331.79 ms [2022-03-13 14:38:52 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312698 [2022-03-13 14:38:52 main:603] : INFO : Saving end state to config to file [2022-03-13 14:38:52 main:608] : INFO : Success, exiting.. 14:38:52 (21796): 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)