Task 14552519
| Name | ParityModified-1647049123-19790-3-0_1 |
| Workunit | 11282852 |
| Created | 9 Apr 2022, 6:41:29 UTC |
| Sent | 9 Apr 2022, 7:05:43 UTC |
| Report deadline | 17 Apr 2022, 7:05:43 UTC |
| Received | 19 Apr 2022, 14:34:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21627 |
| Run time | 1 hours 22 min 30 sec |
| CPU time | 1 hours 22 min 5 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 10,334.44 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.84 GB |
| Peak swap size | 4.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311958 | val_loss: 0.0312066 | Time: 1306.14 ms
[2022-04-19 17:22:55 main:574] : INFO : Epoch 1543 | loss: 0.0311966 | val_loss: 0.0312093 | Time: 1324.93 ms
[2022-04-19 17:22:56 main:574] : INFO : Epoch 1544 | loss: 0.0311988 | val_loss: 0.031209 | Time: 1350.99 ms
[2022-04-19 17:22:57 main:574] : INFO : Epoch 1545 | loss: 0.0311986 | val_loss: 0.0312047 | Time: 1286.42 ms
[2022-04-19 17:22:59 main:574] : INFO : Epoch 1546 | loss: 0.0311972 | val_loss: 0.031206 | Time: 1323.97 ms
[2022-04-19 17:23:00 main:574] : INFO : Epoch 1547 | loss: 0.0311967 | val_loss: 0.0312075 | Time: 1351.44 ms
[2022-04-19 17:23:01 main:574] : INFO : Epoch 1548 | loss: 0.0311961 | val_loss: 0.0312075 | Time: 1375 ms
[2022-04-19 17:23:03 main:574] : INFO : Epoch 1549 | loss: 0.0311999 | val_loss: 0.0312039 | Time: 1331 ms
[2022-04-19 17:23:04 main:574] : INFO : Epoch 1550 | loss: 0.0311978 | val_loss: 0.0312039 | Time: 1294.35 ms
[2022-04-19 17:23:05 main:574] : INFO : Epoch 1551 | loss: 0.0311969 | val_loss: 0.0312031 | Time: 1287.26 ms
[2022-04-19 17:23:07 main:574] : INFO : Epoch 1552 | loss: 0.0311959 | val_loss: 0.0312045 | Time: 1272.63 ms
[2022-04-19 17:23:08 main:574] : INFO : Epoch 1553 | loss: 0.0311952 | val_loss: 0.0312035 | Time: 1328.91 ms
[2022-04-19 17:23:09 main:574] : INFO : Epoch 1554 | loss: 0.0311952 | val_loss: 0.0312116 | Time: 1317.19 ms
[2022-04-19 17:23:11 main:574] : INFO : Epoch 1555 | loss: 0.0311975 | val_loss: 0.0312037 | Time: 1310.62 ms
[2022-04-19 17:23:12 main:574] : INFO : Epoch 1556 | loss: 0.031201 | val_loss: 0.0312041 | Time: 1303.86 ms
[2022-04-19 17:23:13 main:574] : INFO : Epoch 1557 | loss: 0.0311998 | val_loss: 0.0312123 | Time: 1289.9 ms
[2022-04-19 17:23:15 main:574] : INFO : Epoch 1558 | loss: 0.0312002 | val_loss: 0.0312039 | Time: 1373.46 ms
[2022-04-19 17:23:16 main:574] : INFO : Epoch 1559 | loss: 0.0311961 | val_loss: 0.0312029 | Time: 1338.17 ms
[2022-04-19 17:23:17 main:574] : INFO : Epoch 1560 | loss: 0.0311955 | val_loss: 0.0312032 | Time: 1324.48 ms
[2022-04-19 17:23:19 main:574] : INFO : Epoch 1561 | loss: 0.0311981 | val_loss: 0.0312021 | Time: 1308.04 ms
[2022-04-19 17:23:20 main:574] : INFO : Epoch 1562 | loss: 0.0311972 | val_loss: 0.0312029 | Time: 1276.29 ms
[2022-04-19 17:23:21 main:574] : INFO : Epoch 1563 | loss: 0.0311947 | val_loss: 0.0312011 | Time: 1284.65 ms
[2022-04-19 17:23:23 main:574] : INFO : Epoch 1564 | loss: 0.0311951 | val_loss: 0.031202 | Time: 1294.32 ms
[2022-04-19 17:23:24 main:574] : INFO : Epoch 1565 | loss: 0.0311943 | val_loss: 0.031202 | Time: 1310.89 ms
[2022-04-19 17:23:25 main:574] : INFO : Epoch 1566 | loss: 0.031194 | val_loss: 0.0312054 | Time: 1301.84 ms
[2022-04-19 17:23:26 main:574] : INFO : Epoch 1567 | loss: 0.0311954 | val_loss: 0.0312062 | Time: 1322.25 ms
[2022-04-19 17:23:28 main:574] : INFO : Epoch 1568 | loss: 0.0311971 | val_loss: 0.0312057 | Time: 1289.7 ms
[2022-04-19 17:23:29 main:574] : INFO : Epoch 1569 | loss: 0.0311943 | val_loss: 0.0312017 | Time: 1318.52 ms
[2022-04-19 17:23:30 main:574] : INFO : Epoch 1570 | loss: 0.0311934 | val_loss: 0.0312034 | Time: 1326.65 ms
[2022-04-19 17:23:32 main:574] : INFO : Epoch 1571 | loss: 0.0311939 | val_loss: 0.0312042 | Time: 1255.96 ms
[2022-04-19 17:23:33 main:574] : INFO : Epoch 1572 | loss: 0.031193 | val_loss: 0.0312025 | Time: 1354.4 ms
[2022-04-19 17:23:34 main:574] : INFO : Epoch 1573 | loss: 0.0311931 | val_loss: 0.0312019 | Time: 1287.19 ms
[2022-04-19 17:23:36 main:574] : INFO : Epoch 1574 | loss: 0.0311926 | val_loss: 0.0312037 | Time: 1308.22 ms
[2022-04-19 17:23:37 main:574] : INFO : Epoch 1575 | loss: 0.0311925 | val_loss: 0.0312037 | Time: 1255.59 ms
[2022-04-19 17:23:38 main:574] : INFO : Epoch 1576 | loss: 0.0311922 | val_loss: 0.0312029 | Time: 1328.16 ms
[2022-04-19 17:23:40 main:574] : INFO : Epoch 1577 | loss: 0.0311928 | val_loss: 0.031203 | Time: 1284.81 ms
[2022-04-19 17:23:41 main:574] : INFO : Epoch 1578 | loss: 0.0311961 | val_loss: 0.0312057 | Time: 1336.33 ms
[2022-04-19 17:23:42 main:574] : INFO : Epoch 1579 | loss: 0.0311977 | val_loss: 0.0312045 | Time: 1332.6 ms
[2022-04-19 17:23:44 main:574] : INFO : Epoch 1580 | loss: 0.0311953 | val_loss: 0.031204 | Time: 1316.72 ms
[2022-04-19 17:23:45 main:574] : INFO : Epoch 1581 | loss: 0.0311945 | val_loss: 0.0312017 | Time: 1330.11 ms
[2022-04-19 17:23:46 main:574] : INFO : Epoch 1582 | loss: 0.0311957 | val_loss: 0.0312098 | Time: 1313.65 ms
[2022-04-19 17:23:48 main:574] : INFO : Epoch 1583 | loss: 0.031193 | val_loss: 0.0312022 | Time: 1361.17 ms
[2022-04-19 17:23:49 main:574] : INFO : Epoch 1584 | loss: 0.0311931 | val_loss: 0.0312077 | Time: 1363.31 ms
[2022-04-19 17:23:50 main:574] : INFO : Epoch 1585 | loss: 0.0311944 | val_loss: 0.0312018 | Time: 1315.89 ms
[2022-04-19 17:23:52 main:574] : INFO : Epoch 1586 | loss: 0.0311929 | val_loss: 0.0312023 | Time: 1288.6 ms
[2022-04-19 17:23:53 main:574] : INFO : Epoch 1587 | loss: 0.031193 | val_loss: 0.0312041 | Time: 1307.91 ms
[2022-04-19 17:23:54 main:574] : INFO : Epoch 1588 | loss: 0.0311931 | val_loss: 0.0312025 | Time: 1297.79 ms
[2022-04-19 17:23:56 main:574] : INFO : Epoch 1589 | loss: 0.0311942 | val_loss: 0.031206 | Time: 1289.2 ms
[2022-04-19 17:23:57 main:574] : INFO : Epoch 1590 | loss: 0.0311937 | val_loss: 0.0312026 | Time: 1273.44 ms
[2022-04-19 17:23:58 main:574] : INFO : Epoch 1591 | loss: 0.0311925 | val_loss: 0.0312013 | Time: 1248.67 ms
[2022-04-19 17:23:59 main:574] : INFO : Epoch 1592 | loss: 0.0311944 | val_loss: 0.0312061 | Time: 1370.23 ms
[2022-04-19 17:24:01 main:574] : INFO : Epoch 1593 | loss: 0.0311963 | val_loss: 0.0312016 | Time: 1297.48 ms
[2022-04-19 17:24:02 main:574] : INFO : Epoch 1594 | loss: 0.0311926 | val_loss: 0.0312038 | Time: 1301.27 ms
[2022-04-19 17:24:03 main:574] : INFO : Epoch 1595 | loss: 0.0311946 | val_loss: 0.0312026 | Time: 1284.79 ms
[2022-04-19 17:24:05 main:574] : INFO : Epoch 1596 | loss: 0.0311929 | val_loss: 0.0312019 | Time: 1341.75 ms
[2022-04-19 17:24:06 main:574] : INFO : Epoch 1597 | loss: 0.0311935 | val_loss: 0.0312021 | Time: 1325.11 ms
[2022-04-19 17:24:07 main:574] : INFO : Epoch 1598 | loss: 0.0311912 | val_loss: 0.031204 | Time: 1314.79 ms
[2022-04-19 17:24:09 main:574] : INFO : Epoch 1599 | loss: 0.0311937 | val_loss: 0.0312026 | Time: 1265.82 ms
[2022-04-19 17:24:10 main:574] : INFO : Epoch 1600 | loss: 0.0311922 | val_loss: 0.0312018 | Time: 1297.92 ms
[2022-04-19 17:24:11 main:574] : INFO : Epoch 1601 | loss: 0.0311947 | val_loss: 0.0312018 | Time: 1254.24 ms
[2022-04-19 17:24:12 main:574] : INFO : Epoch 1602 | loss: 0.0311909 | val_loss: 0.0312045 | Time: 1254.41 ms
[2022-04-19 17:24:14 main:574] : INFO : Epoch 1603 | loss: 0.0311927 | val_loss: 0.0312054 | Time: 1308.08 ms
[2022-04-19 17:24:15 main:574] : INFO : Epoch 1604 | loss: 0.0311937 | val_loss: 0.0312079 | Time: 1329.42 ms
[2022-04-19 17:24:16 main:574] : INFO : Epoch 1605 | loss: 0.0311916 | val_loss: 0.0312075 | Time: 1315.67 ms
[2022-04-19 17:24:18 main:574] : INFO : Epoch 1606 | loss: 0.0311938 | val_loss: 0.0312079 | Time: 1285.81 ms
[2022-04-19 17:24:19 main:574] : INFO : Epoch 1607 | loss: 0.0311909 | val_loss: 0.0312029 | Time: 1306 ms
[2022-04-19 17:24:20 main:574] : INFO : Epoch 1608 | loss: 0.0311902 | val_loss: 0.0312034 | Time: 1345.87 ms
[2022-04-19 17:24:22 main:574] : INFO : Epoch 1609 | loss: 0.0311895 | val_loss: 0.0312037 | Time: 1283.34 ms
[2022-04-19 17:24:23 main:574] : INFO : Epoch 1610 | loss: 0.0311913 | val_loss: 0.0312108 | Time: 1294.78 ms
[2022-04-19 17:24:24 main:574] : INFO : Epoch 1611 | loss: 0.031196 | val_loss: 0.0312064 | Time: 1300.33 ms
[2022-04-19 17:24:26 main:574] : INFO : Epoch 1612 | loss: 0.0311983 | val_loss: 0.031208 | Time: 1256.3 ms
[2022-04-19 17:24:27 main:574] : INFO : Epoch 1613 | loss: 0.0311973 | val_loss: 0.0312042 | Time: 1364.96 ms
[2022-04-19 17:24:28 main:574] : INFO : Epoch 1614 | loss: 0.0311962 | val_loss: 0.0312017 | Time: 1294.41 ms
[2022-04-19 17:24:29 main:574] : INFO : Epoch 1615 | loss: 0.0311944 | val_loss: 0.031203 | Time: 1258.85 ms
[2022-04-19 17:24:31 main:574] : INFO : Epoch 1616 | loss: 0.0311942 | val_loss: 0.0312015 | Time: 1320.41 ms
[2022-04-19 17:24:32 main:574] : INFO : Epoch 1617 | loss: 0.0311931 | val_loss: 0.031202 | Time: 1272 ms
[2022-04-19 17:24:33 main:574] : INFO : Epoch 1618 | loss: 0.0311936 | val_loss: 0.0312011 | Time: 1301.44 ms
[2022-04-19 17:24:35 main:574] : INFO : Epoch 1619 | loss: 0.0311934 | val_loss: 0.0311998 | Time: 1283.86 ms
[2022-04-19 17:24:36 main:574] : INFO : Epoch 1620 | loss: 0.0311931 | val_loss: 0.0312023 | Time: 1315.27 ms
[2022-04-19 17:24:37 main:574] : INFO : Epoch 1621 | loss: 0.0311925 | val_loss: 0.0312023 | Time: 1294.66 ms
[2022-04-19 17:24:39 main:574] : INFO : Epoch 1622 | loss: 0.031196 | val_loss: 0.0312076 | Time: 1333.5 ms
[2022-04-19 17:24:40 main:574] : INFO : Epoch 1623 | loss: 0.0311926 | val_loss: 0.0312 | Time: 1299.91 ms
[2022-04-19 17:24:41 main:574] : INFO : Epoch 1624 | loss: 0.031192 | val_loss: 0.031208 | Time: 1320.02 ms
[2022-04-19 17:24:43 main:574] : INFO : Epoch 1625 | loss: 0.0311962 | val_loss: 0.0312105 | Time: 1317.53 ms
[2022-04-19 17:24:44 main:574] : INFO : Epoch 1626 | loss: 0.0311973 | val_loss: 0.0312181 | Time: 1299.5 ms
[2022-04-19 17:24:45 main:574] : INFO : Epoch 1627 | loss: 0.031202 | val_loss: 0.0312099 | Time: 1390.11 ms
[2022-04-19 17:24:47 main:574] : INFO : Epoch 1628 | loss: 0.0311975 | val_loss: 0.0312013 | Time: 1321.62 ms
[2022-04-19 17:24:48 main:574] : INFO : Epoch 1629 | loss: 0.0311938 | val_loss: 0.0312008 | Time: 1277.3 ms
[2022-04-19 17:24:49 main:574] : INFO : Epoch 1630 | loss: 0.0311927 | val_loss: 0.0312025 | Time: 1296.57 ms
[2022-04-19 17:24:51 main:574] : INFO : Epoch 1631 | loss: 0.031194 | val_loss: 0.0312037 | Time: 1327.42 ms
[2022-04-19 17:24:52 main:574] : INFO : Epoch 1632 | loss: 0.0311949 | val_loss: 0.0311992 | Time: 1279.27 ms
[2022-04-19 17:24:53 main:574] : INFO : Epoch 1633 | loss: 0.0311924 | val_loss: 0.0312009 | Time: 1318.17 ms
[2022-04-19 17:24:54 main:574] : INFO : Epoch 1634 | loss: 0.0311922 | val_loss: 0.0312002 | Time: 1294.11 ms
[2022-04-19 17:24:56 main:574] : INFO : Epoch 1635 | loss: 0.0311921 | val_loss: 0.0312008 | Time: 1316.67 ms
[2022-04-19 17:24:57 main:574] : INFO : Epoch 1636 | loss: 0.0311912 | val_loss: 0.0312012 | Time: 1319.08 ms
[2022-04-19 17:24:58 main:574] : INFO : Epoch 1637 | loss: 0.0311915 | val_loss: 0.0312047 | Time: 1264.64 ms
[2022-04-19 17:25:00 main:574] : INFO : Epoch 1638 | loss: 0.0311912 | val_loss: 0.0311998 | Time: 1278.42 ms
[2022-04-19 17:25:01 main:574] : INFO : Epoch 1639 | loss: 0.0311927 | val_loss: 0.0312023 | Time: 1269.02 ms
[2022-04-19 17:25:02 main:574] : INFO : Epoch 1640 | loss: 0.0311925 | val_loss: 0.0311992 | Time: 1351.9 ms
[2022-04-19 17:25:04 main:574] : INFO : Epoch 1641 | loss: 0.0311957 | val_loss: 0.031199 | Time: 1324 ms
[2022-04-19 17:25:05 main:574] : INFO : Epoch 1642 | loss: 0.0311953 | val_loss: 0.0312048 | Time: 1310.31 ms
[2022-04-19 17:25:06 main:574] : INFO : Epoch 1643 | loss: 0.0311922 | val_loss: 0.0312047 | Time: 1280.98 ms
[2022-04-19 17:25:08 main:574] : INFO : Epoch 1644 | loss: 0.0311939 | val_loss: 0.0312014 | Time: 1323.73 ms
[2022-04-19 17:25:09 main:574] : INFO : Epoch 1645 | loss: 0.031192 | val_loss: 0.0311997 | Time: 1331.42 ms
[2022-04-19 17:25:10 main:574] : INFO : Epoch 1646 | loss: 0.0311915 | val_loss: 0.0311988 | Time: 1335.37 ms
[2022-04-19 17:25:12 main:574] : INFO : Epoch 1647 | loss: 0.0311937 | val_loss: 0.0311978 | Time: 1315.55 ms
[2022-04-19 17:25:13 main:574] : INFO : Epoch 1648 | loss: 0.0311922 | val_loss: 0.0312029 | Time: 1380.13 ms
[2022-04-19 17:25:14 main:574] : INFO : Epoch 1649 | loss: 0.0311922 | val_loss: 0.0311985 | Time: 1289.04 ms
[2022-04-19 17:25:16 main:574] : INFO : Epoch 1650 | loss: 0.0311923 | val_loss: 0.0311997 | Time: 1336.5 ms
[2022-04-19 17:25:17 main:574] : INFO : Epoch 1651 | loss: 0.0311929 | val_loss: 0.0312026 | Time: 1266.87 ms
[2022-04-19 17:25:18 main:574] : INFO : Epoch 1652 | loss: 0.0311933 | val_loss: 0.031199 | Time: 1312.42 ms
[2022-04-19 17:25:20 main:574] : INFO : Epoch 1653 | loss: 0.0311915 | val_loss: 0.0311983 | Time: 1302.93 ms
[2022-04-19 17:25:21 main:574] : INFO : Epoch 1654 | loss: 0.0311908 | val_loss: 0.0311979 | Time: 1257.3 ms
[2022-04-19 17:25:22 main:574] : INFO : Epoch 1655 | loss: 0.0311906 | val_loss: 0.0311978 | Time: 1276.82 ms
[2022-04-19 17:25:23 main:574] : INFO : Epoch 1656 | loss: 0.0311934 | val_loss: 0.0312007 | Time: 1287.2 ms
[2022-04-19 17:25:25 main:574] : INFO : Epoch 1657 | loss: 0.0311907 | val_loss: 0.0311984 | Time: 1344.86 ms
[2022-04-19 17:25:26 main:574] : INFO : Epoch 1658 | loss: 0.0311895 | val_loss: 0.0311983 | Time: 1316.32 ms
[2022-04-19 17:25:27 main:574] : INFO : Epoch 1659 | loss: 0.0311904 | val_loss: 0.0311991 | Time: 1354.32 ms
[2022-04-19 17:25:29 main:574] : INFO : Epoch 1660 | loss: 0.0311919 | val_loss: 0.0311994 | Time: 1352.12 ms
[2022-04-19 17:25:30 main:574] : INFO : Epoch 1661 | loss: 0.0311918 | val_loss: 0.0311985 | Time: 1327.82 ms
[2022-04-19 17:25:31 main:574] : INFO : Epoch 1662 | loss: 0.0311912 | val_loss: 0.0312001 | Time: 1267.89 ms
[2022-04-19 17:25:33 main:574] : INFO : Epoch 1663 | loss: 0.0311907 | val_loss: 0.0311981 | Time: 1316.45 ms
[2022-04-19 17:25:34 main:574] : INFO : Epoch 1664 | loss: 0.031189 | val_loss: 0.0311988 | Time: 1288.76 ms
[2022-04-19 17:25:35 main:574] : INFO : Epoch 1665 | loss: 0.0311883 | val_loss: 0.0311974 | Time: 1292.89 ms
[2022-04-19 17:25:37 main:574] : INFO : Epoch 1666 | loss: 0.0311882 | val_loss: 0.0312011 | Time: 1266.03 ms
[2022-04-19 17:25:38 main:574] : INFO : Epoch 1667 | loss: 0.0311914 | val_loss: 0.0312017 | Time: 1307.4 ms
[2022-04-19 17:25:39 main:574] : INFO : Epoch 1668 | loss: 0.0311911 | val_loss: 0.0312005 | Time: 1268.52 ms
[2022-04-19 17:25:40 main:574] : INFO : Epoch 1669 | loss: 0.0311904 | val_loss: 0.0311978 | Time: 1294.48 ms
[2022-04-19 17:25:42 main:574] : INFO : Epoch 1670 | loss: 0.031191 | val_loss: 0.0312016 | Time: 1276.46 ms
[2022-04-19 17:25:43 main:574] : INFO : Epoch 1671 | loss: 0.0311932 | val_loss: 0.0311996 | Time: 1266.23 ms
[2022-04-19 17:25:44 main:574] : INFO : Epoch 1672 | loss: 0.0311963 | val_loss: 0.0312028 | Time: 1274.94 ms
[2022-04-19 17:25:46 main:574] : INFO : Epoch 1673 | loss: 0.0311964 | val_loss: 0.0311973 | Time: 1314.07 ms
[2022-04-19 17:25:47 main:574] : INFO : Epoch 1674 | loss: 0.0311958 | val_loss: 0.031197 | Time: 1399.85 ms
[2022-04-19 17:25:48 main:574] : INFO : Epoch 1675 | loss: 0.0311943 | val_loss: 0.0311963 | Time: 1309.56 ms
[2022-04-19 17:25:50 main:574] : INFO : Epoch 1676 | loss: 0.0311941 | val_loss: 0.0311966 | Time: 1345.8 ms
[2022-04-19 17:25:51 main:574] : INFO : Epoch 1677 | loss: 0.0311941 | val_loss: 0.0312033 | Time: 1303.76 ms
[2022-04-19 17:25:52 main:574] : INFO : Epoch 1678 | loss: 0.0311973 | val_loss: 0.0311969 | Time: 1338.5 ms
[2022-04-19 17:25:54 main:574] : INFO : Epoch 1679 | loss: 0.0311913 | val_loss: 0.0311961 | Time: 1315.86 ms
[2022-04-19 17:25:55 main:574] : INFO : Epoch 1680 | loss: 0.0311932 | val_loss: 0.031199 | Time: 1278.87 ms
[2022-04-19 17:25:56 main:574] : INFO : Epoch 1681 | loss: 0.0311935 | val_loss: 0.0311974 | Time: 1331.04 ms
[2022-04-19 17:25:58 main:574] : INFO : Epoch 1682 | loss: 0.0311913 | val_loss: 0.0311985 | Time: 1315.13 ms
[2022-04-19 17:25:59 main:574] : INFO : Epoch 1683 | loss: 0.0311956 | val_loss: 0.0311986 | Time: 1294.72 ms
[2022-04-19 17:26:00 main:574] : INFO : Epoch 1684 | loss: 0.0311955 | val_loss: 0.0311992 | Time: 1243.48 ms
[2022-04-19 17:26:02 main:574] : INFO : Epoch 1685 | loss: 0.0311947 | val_loss: 0.0311972 | Time: 1307.99 ms
[2022-04-19 17:26:03 main:574] : INFO : Epoch 1686 | loss: 0.031192 | val_loss: 0.0311968 | Time: 1333.8 ms
[2022-04-19 17:26:04 main:574] : INFO : Epoch 1687 | loss: 0.0311913 | val_loss: 0.0311967 | Time: 1361.7 ms
[2022-04-19 17:26:06 main:574] : INFO : Epoch 1688 | loss: 0.0311909 | val_loss: 0.0311986 | Time: 1295.96 ms
[2022-04-19 17:26:07 main:574] : INFO : Epoch 1689 | loss: 0.0311916 | val_loss: 0.031196 | Time: 1253.93 ms
[2022-04-19 17:26:08 main:574] : INFO : Epoch 1690 | loss: 0.0311921 | val_loss: 0.0311955 | Time: 1319.88 ms
[2022-04-19 17:26:09 main:574] : INFO : Epoch 1691 | loss: 0.0311901 | val_loss: 0.0311967 | Time: 1310.87 ms
[2022-04-19 17:26:11 main:574] : INFO : Epoch 1692 | loss: 0.0311907 | val_loss: 0.0311994 | Time: 1255.57 ms
[2022-04-19 17:26:12 main:574] : INFO : Epoch 1693 | loss: 0.0311973 | val_loss: 0.0312048 | Time: 1351.52 ms
[2022-04-19 17:26:13 main:574] : INFO : Epoch 1694 | loss: 0.0311992 | val_loss: 0.0312159 | Time: 1278.13 ms
[2022-04-19 17:26:15 main:574] : INFO : Epoch 1695 | loss: 0.0311993 | val_loss: 0.0311955 | Time: 1352.88 ms
[2022-04-19 17:26:16 main:574] : INFO : Epoch 1696 | loss: 0.0311904 | val_loss: 0.0311961 | Time: 1341.02 ms
[2022-04-19 17:26:17 main:574] : INFO : Epoch 1697 | loss: 0.0311889 | val_loss: 0.0311955 | Time: 1312.07 ms
[2022-04-19 17:26:19 main:574] : INFO : Epoch 1698 | loss: 0.0311888 | val_loss: 0.0311971 | Time: 1268.72 ms
[2022-04-19 17:26:20 main:574] : INFO : Epoch 1699 | loss: 0.0311919 | val_loss: 0.0311968 | Time: 1341.56 ms
[2022-04-19 17:26:21 main:574] : INFO : Epoch 1700 | loss: 0.0311893 | val_loss: 0.0311966 | Time: 1302.02 ms
[2022-04-19 17:26:23 main:574] : INFO : Epoch 1701 | loss: 0.0311879 | val_loss: 0.0311953 | Time: 1317.71 ms
[2022-04-19 17:26:24 main:574] : INFO : Epoch 1702 | loss: 0.0311903 | val_loss: 0.0311993 | Time: 1254.91 ms
[2022-04-19 17:26:25 main:574] : INFO : Epoch 1703 | loss: 0.0311892 | val_loss: 0.0311958 | Time: 1261.36 ms
[2022-04-19 17:26:26 main:574] : INFO : Epoch 1704 | loss: 0.0311897 | val_loss: 0.0311957 | Time: 1281.2 ms
[2022-04-19 17:26:28 main:574] : INFO : Epoch 1705 | loss: 0.0311888 | val_loss: 0.0311944 | Time: 1323.57 ms
[2022-04-19 17:26:29 main:574] : INFO : Epoch 1706 | loss: 0.0311903 | val_loss: 0.0311981 | Time: 1313.89 ms
[2022-04-19 17:26:30 main:574] : INFO : Epoch 1707 | loss: 0.0311877 | val_loss: 0.0311949 | Time: 1256.07 ms
[2022-04-19 17:26:32 main:574] : INFO : Epoch 1708 | loss: 0.0311889 | val_loss: 0.0311956 | Time: 1354.75 ms
[2022-04-19 17:26:33 main:574] : INFO : Epoch 1709 | loss: 0.0311886 | val_loss: 0.0311964 | Time: 1288.16 ms
[2022-04-19 17:26:35 main:574] : INFO : Epoch 1710 | loss: 0.0311882 | val_loss: 0.031195 | Time: 1476.98 ms
[2022-04-19 17:26:36 main:574] : INFO : Epoch 1711 | loss: 0.0311893 | val_loss: 0.0312024 | Time: 1378.08 ms
[2022-04-19 17:26:37 main:574] : INFO : Epoch 1712 | loss: 0.0311884 | val_loss: 0.0311944 | Time: 1440.69 ms
[2022-04-19 17:26:39 main:574] : INFO : Epoch 1713 | loss: 0.0311862 | val_loss: 0.0311947 | Time: 1391.8 ms
[2022-04-19 17:26:40 main:574] : INFO : Epoch 1714 | loss: 0.0311864 | val_loss: 0.0311936 | Time: 1286.79 ms
[2022-04-19 17:26:41 main:574] : INFO : Epoch 1715 | loss: 0.031186 | val_loss: 0.0311943 | Time: 1242.4 ms
[2022-04-19 17:26:43 main:574] : INFO : Epoch 1716 | loss: 0.0311874 | val_loss: 0.0311949 | Time: 1241 ms
[2022-04-19 17:26:44 main:574] : INFO : Epoch 1717 | loss: 0.0311879 | val_loss: 0.0311947 | Time: 1328.8 ms
[2022-04-19 17:26:45 main:574] : INFO : Epoch 1718 | loss: 0.0311873 | val_loss: 0.0311952 | Time: 1432.29 ms
[2022-04-19 17:26:47 main:574] : INFO : Epoch 1719 | loss: 0.0311869 | val_loss: 0.0312014 | Time: 1419.87 ms
[2022-04-19 17:26:48 main:574] : INFO : Epoch 1720 | loss: 0.0311867 | val_loss: 0.031195 | Time: 1396.02 ms
[2022-04-19 17:26:50 main:574] : INFO : Epoch 1721 | loss: 0.0311865 | val_loss: 0.0311971 | Time: 1355.54 ms
[2022-04-19 17:26:51 main:574] : INFO : Epoch 1722 | loss: 0.0311874 | val_loss: 0.031197 | Time: 1316.62 ms
[2022-04-19 17:26:52 main:574] : INFO : Epoch 1723 | loss: 0.0311886 | val_loss: 0.0311942 | Time: 1310.21 ms
[2022-04-19 17:26:53 main:574] : INFO : Epoch 1724 | loss: 0.0311899 | val_loss: 0.0311982 | Time: 1267.25 ms
[2022-04-19 17:26:55 main:574] : INFO : Epoch 1725 | loss: 0.0311897 | val_loss: 0.0311998 | Time: 1369.16 ms
[2022-04-19 17:26:56 main:574] : INFO : Epoch 1726 | loss: 0.0311888 | val_loss: 0.0311962 | Time: 1332.71 ms
[2022-04-19 17:26:58 main:574] : INFO : Epoch 1727 | loss: 0.0311869 | val_loss: 0.0311953 | Time: 1344.79 ms
[2022-04-19 17:26:59 main:574] : INFO : Epoch 1728 | loss: 0.0311867 | val_loss: 0.0311965 | Time: 1464.64 ms
[2022-04-19 17:27:00 main:574] : INFO : Epoch 1729 | loss: 0.0311891 | val_loss: 0.0311959 | Time: 1349.83 ms
[2022-04-19 17:27:02 main:574] : INFO : Epoch 1730 | loss: 0.0311896 | val_loss: 0.031195 | Time: 1255.71 ms
[2022-04-19 17:27:03 main:574] : INFO : Epoch 1731 | loss: 0.0311893 | val_loss: 0.0312039 | Time: 1309.38 ms
[2022-04-19 17:27:04 main:574] : INFO : Epoch 1732 | loss: 0.0311891 | val_loss: 0.0311964 | Time: 1325.25 ms
[2022-04-19 17:27:06 main:574] : INFO : Epoch 1733 | loss: 0.0311911 | val_loss: 0.0312006 | Time: 1301.52 ms
[2022-04-19 17:27:07 main:574] : INFO : Epoch 1734 | loss: 0.0311887 | val_loss: 0.0311941 | Time: 1254.42 ms
[2022-04-19 17:27:08 main:574] : INFO : Epoch 1735 | loss: 0.0311899 | val_loss: 0.0311949 | Time: 1301.26 ms
[2022-04-19 17:27:09 main:574] : INFO : Epoch 1736 | loss: 0.0311884 | val_loss: 0.0311933 | Time: 1301.8 ms
[2022-04-19 17:27:11 main:574] : INFO : Epoch 1737 | loss: 0.0311876 | val_loss: 0.0311946 | Time: 1336.76 ms
[2022-04-19 17:27:12 main:574] : INFO : Epoch 1738 | loss: 0.0311873 | val_loss: 0.0311967 | Time: 1305 ms
[2022-04-19 17:27:13 main:574] : INFO : Epoch 1739 | loss: 0.0311878 | val_loss: 0.0311943 | Time: 1246.49 ms
[2022-04-19 17:27:15 main:574] : INFO : Epoch 1740 | loss: 0.031186 | val_loss: 0.0311946 | Time: 1297.18 ms
[2022-04-19 17:27:16 main:574] : INFO : Epoch 1741 | loss: 0.0311862 | val_loss: 0.0311985 | Time: 1311.31 ms
[2022-04-19 17:27:17 main:574] : INFO : Epoch 1742 | loss: 0.0311903 | val_loss: 0.0312027 | Time: 1333.65 ms
[2022-04-19 17:27:19 main:574] : INFO : Epoch 1743 | loss: 0.0311938 | val_loss: 0.0312017 | Time: 1293.06 ms
[2022-04-19 17:27:20 main:574] : INFO : Epoch 1744 | loss: 0.0311905 | val_loss: 0.0311971 | Time: 1323.47 ms
[2022-04-19 17:27:21 main:574] : INFO : Epoch 1745 | loss: 0.0311871 | val_loss: 0.0311942 | Time: 1332.2 ms
[2022-04-19 17:27:23 main:574] : INFO : Epoch 1746 | loss: 0.0311858 | val_loss: 0.0311958 | Time: 1234.15 ms
[2022-04-19 17:27:24 main:574] : INFO : Epoch 1747 | loss: 0.031186 | val_loss: 0.0311972 | Time: 1278.18 ms
[2022-04-19 17:27:25 main:574] : INFO : Epoch 1748 | loss: 0.0311874 | val_loss: 0.031202 | Time: 1308.04 ms
[2022-04-19 17:27:26 main:574] : INFO : Epoch 1749 | loss: 0.0311862 | val_loss: 0.0311948 | Time: 1288.98 ms
[2022-04-19 17:27:28 main:574] : INFO : Epoch 1750 | loss: 0.0311883 | val_loss: 0.0311965 | Time: 1330.46 ms
[2022-04-19 17:27:29 main:574] : INFO : Epoch 1751 | loss: 0.0311884 | val_loss: 0.0311954 | Time: 1301.33 ms
[2022-04-19 17:27:30 main:574] : INFO : Epoch 1752 | loss: 0.0311863 | val_loss: 0.0311939 | Time: 1284.57 ms
[2022-04-19 17:27:32 main:574] : INFO : Epoch 1753 | loss: 0.031187 | val_loss: 0.0311964 | Time: 1243.16 ms
[2022-04-19 17:27:33 main:574] : INFO : Epoch 1754 | loss: 0.0311879 | val_loss: 0.0311956 | Time: 1300.21 ms
[2022-04-19 17:27:34 main:574] : INFO : Epoch 1755 | loss: 0.031186 | val_loss: 0.0311959 | Time: 1350.86 ms
[2022-04-19 17:27:36 main:574] : INFO : Epoch 1756 | loss: 0.0311882 | val_loss: 0.0312005 | Time: 1345.36 ms
[2022-04-19 17:27:37 main:574] : INFO : Epoch 1757 | loss: 0.0311873 | val_loss: 0.0311992 | Time: 1334.61 ms
[2022-04-19 17:27:38 main:574] : INFO : Epoch 1758 | loss: 0.031188 | val_loss: 0.0311951 | Time: 1324.78 ms
[2022-04-19 17:27:40 main:574] : INFO : Epoch 1759 | loss: 0.0311857 | val_loss: 0.0311964 | Time: 1330.38 ms
[2022-04-19 17:27:41 main:574] : INFO : Epoch 1760 | loss: 0.031186 | val_loss: 0.031194 | Time: 1389.1 ms
[2022-04-19 17:27:42 main:574] : INFO : Epoch 1761 | loss: 0.0311862 | val_loss: 0.0311984 | Time: 1342.49 ms
[2022-04-19 17:27:44 main:574] : INFO : Epoch 1762 | loss: 0.0311864 | val_loss: 0.031195 | Time: 1322.73 ms
[2022-04-19 17:27:45 main:574] : INFO : Epoch 1763 | loss: 0.0311861 | val_loss: 0.0311945 | Time: 1260.32 ms
[2022-04-19 17:27:46 main:574] : INFO : Epoch 1764 | loss: 0.0311864 | val_loss: 0.0311956 | Time: 1256.22 ms
[2022-04-19 17:27:47 main:574] : INFO : Epoch 1765 | loss: 0.031186 | val_loss: 0.0311942 | Time: 1252.05 ms
[2022-04-19 17:27:49 main:574] : INFO : Epoch 1766 | loss: 0.0311873 | val_loss: 0.0311937 | Time: 1327.98 ms
[2022-04-19 17:27:50 main:574] : INFO : Epoch 1767 | loss: 0.0311853 | val_loss: 0.0311931 | Time: 1302.59 ms
[2022-04-19 17:27:51 main:574] : INFO : Epoch 1768 | loss: 0.0311866 | val_loss: 0.0312002 | Time: 1323.78 ms
[2022-04-19 17:27:53 main:574] : INFO : Epoch 1769 | loss: 0.0311872 | val_loss: 0.0311979 | Time: 1282.16 ms
[2022-04-19 17:27:54 main:574] : INFO : Epoch 1770 | loss: 0.0311851 | val_loss: 0.0311931 | Time: 1325.29 ms
[2022-04-19 17:27:55 main:574] : INFO : Epoch 1771 | loss: 0.0311846 | val_loss: 0.0311946 | Time: 1331.24 ms
[2022-04-19 17:27:57 main:574] : INFO : Epoch 1772 | loss: 0.0311835 | val_loss: 0.0311939 | Time: 1350.6 ms
[2022-04-19 17:27:58 main:574] : INFO : Epoch 1773 | loss: 0.0311833 | val_loss: 0.0311963 | Time: 1332.26 ms
[2022-04-19 17:27:59 main:574] : INFO : Epoch 1774 | loss: 0.0311834 | val_loss: 0.0311957 | Time: 1331.03 ms
[2022-04-19 17:28:01 main:574] : INFO : Epoch 1775 | loss: 0.0311864 | val_loss: 0.0311947 | Time: 1448.2 ms
[2022-04-19 17:28:02 main:574] : INFO : Epoch 1776 | loss: 0.031188 | val_loss: 0.0311986 | Time: 1406.57 ms
[2022-04-19 17:28:04 main:574] : INFO : Epoch 1777 | loss: 0.0311881 | val_loss: 0.0311932 | Time: 1380.97 ms
[2022-04-19 17:28:05 main:574] : INFO : Epoch 1778 | loss: 0.0311861 | val_loss: 0.0311955 | Time: 1370.61 ms
[2022-04-19 17:28:06 main:574] : INFO : Epoch 1779 | loss: 0.0311863 | val_loss: 0.0311939 | Time: 1288.24 ms
[2022-04-19 17:28:08 main:574] : INFO : Epoch 1780 | loss: 0.0311903 | val_loss: 0.0311936 | Time: 1246.88 ms
[2022-04-19 17:28:09 main:574] : INFO : Epoch 1781 | loss: 0.0311888 | val_loss: 0.0311931 | Time: 1319.08 ms
[2022-04-19 17:28:10 main:574] : INFO : Epoch 1782 | loss: 0.0311864 | val_loss: 0.0311934 | Time: 1292.9 ms
[2022-04-19 17:28:12 main:574] : INFO : Epoch 1783 | loss: 0.0311878 | val_loss: 0.0312127 | Time: 1267.49 ms
[2022-04-19 17:28:13 main:574] : INFO : Epoch 1784 | loss: 0.031186 | val_loss: 0.0311936 | Time: 1160.16 ms
[2022-04-19 17:28:14 main:574] : INFO : Epoch 1785 | loss: 0.0311848 | val_loss: 0.0311928 | Time: 1147.31 ms
[2022-04-19 17:28:15 main:574] : INFO : Epoch 1786 | loss: 0.0311848 | val_loss: 0.0311928 | Time: 1247.34 ms
[2022-04-19 17:28:16 main:574] : INFO : Epoch 1787 | loss: 0.0311881 | val_loss: 0.0311957 | Time: 1338.48 ms
[2022-04-19 17:28:18 main:574] : INFO : Epoch 1788 | loss: 0.0311852 | val_loss: 0.0311948 | Time: 1301.53 ms
[2022-04-19 17:28:19 main:574] : INFO : Epoch 1789 | loss: 0.031185 | val_loss: 0.0311948 | Time: 1241.29 ms
[2022-04-19 17:28:20 main:574] : INFO : Epoch 1790 | loss: 0.0311863 | val_loss: 0.0311927 | Time: 1271.37 ms
[2022-04-19 17:28:22 main:574] : INFO : Epoch 1791 | loss: 0.0311844 | val_loss: 0.0311948 | Time: 1302.37 ms
[2022-04-19 17:28:23 main:574] : INFO : Epoch 1792 | loss: 0.0311856 | val_loss: 0.0311961 | Time: 1288.63 ms
[2022-04-19 17:28:24 main:574] : INFO : Epoch 1793 | loss: 0.0311864 | val_loss: 0.0311958 | Time: 1312.11 ms
[2022-04-19 17:28:26 main:574] : INFO : Epoch 1794 | loss: 0.0311916 | val_loss: 0.0312014 | Time: 1293.83 ms
[2022-04-19 17:28:27 main:574] : INFO : Epoch 1795 | loss: 0.0311902 | val_loss: 0.0311936 | Time: 1309.14 ms
[2022-04-19 17:28:28 main:574] : INFO : Epoch 1796 | loss: 0.0311877 | val_loss: 0.0311918 | Time: 1347.47 ms
[2022-04-19 17:28:30 main:574] : INFO : Epoch 1797 | loss: 0.0311869 | val_loss: 0.0311929 | Time: 1300.42 ms
[2022-04-19 17:28:31 main:574] : INFO : Epoch 1798 | loss: 0.0311871 | val_loss: 0.0311919 | Time: 1308.46 ms
[2022-04-19 17:28:32 main:574] : INFO : Epoch 1799 | loss: 0.0311857 | val_loss: 0.0311905 | Time: 1303.66 ms
[2022-04-19 17:28:33 main:574] : INFO : Epoch 1800 | loss: 0.0311847 | val_loss: 0.0311914 | Time: 1286.11 ms
[2022-04-19 17:28:35 main:574] : INFO : Epoch 1801 | loss: 0.031187 | val_loss: 0.0311927 | Time: 1352.27 ms
[2022-04-19 17:28:36 main:574] : INFO : Epoch 1802 | loss: 0.0311897 | val_loss: 0.0311937 | Time: 1311.57 ms
[2022-04-19 17:28:37 main:574] : INFO : Epoch 1803 | loss: 0.0311864 | val_loss: 0.031192 | Time: 1269.23 ms
[2022-04-19 17:28:39 main:574] : INFO : Epoch 1804 | loss: 0.0311867 | val_loss: 0.0311959 | Time: 1334.88 ms
[2022-04-19 17:28:40 main:574] : INFO : Epoch 1805 | loss: 0.0311864 | val_loss: 0.0311971 | Time: 1297.89 ms
[2022-04-19 17:28:41 main:574] : INFO : Epoch 1806 | loss: 0.0311871 | val_loss: 0.0311949 | Time: 1303.77 ms
[2022-04-19 17:28:43 main:574] : INFO : Epoch 1807 | loss: 0.031186 | val_loss: 0.0311935 | Time: 1298.47 ms
[2022-04-19 17:28:44 main:574] : INFO : Epoch 1808 | loss: 0.0311844 | val_loss: 0.0311918 | Time: 1299.18 ms
[2022-04-19 17:28:45 main:574] : INFO : Epoch 1809 | loss: 0.0311865 | val_loss: 0.0311927 | Time: 1312.58 ms
[2022-04-19 17:28:47 main:574] : INFO : Epoch 1810 | loss: 0.031188 | val_loss: 0.0311974 | Time: 1272.16 ms
[2022-04-19 17:28:48 main:574] : INFO : Epoch 1811 | loss: 0.0311865 | val_loss: 0.0311941 | Time: 1375.03 ms
[2022-04-19 17:28:49 main:574] : INFO : Epoch 1812 | loss: 0.0311851 | val_loss: 0.0311942 | Time: 1322.29 ms
[2022-04-19 17:28:51 main:574] : INFO : Epoch 1813 | loss: 0.0311892 | val_loss: 0.0311927 | Time: 1340.15 ms
[2022-04-19 17:28:52 main:574] : INFO : Epoch 1814 | loss: 0.0311889 | val_loss: 0.0311915 | Time: 1296.77 ms
[2022-04-19 17:28:53 main:574] : INFO : Epoch 1815 | loss: 0.0311878 | val_loss: 0.0311946 | Time: 1222.13 ms
[2022-04-19 17:28:54 main:574] : INFO : Epoch 1816 | loss: 0.0311869 | val_loss: 0.0311933 | Time: 1316.16 ms
[2022-04-19 17:28:56 main:574] : INFO : Epoch 1817 | loss: 0.0311855 | val_loss: 0.0311918 | Time: 1330.97 ms
[2022-04-19 17:28:57 main:574] : INFO : Epoch 1818 | loss: 0.0311859 | val_loss: 0.0311915 | Time: 1252.25 ms
[2022-04-19 17:28:58 main:574] : INFO : Epoch 1819 | loss: 0.0311841 | val_loss: 0.0311913 | Time: 1333.85 ms
[2022-04-19 17:29:00 main:574] : INFO : Epoch 1820 | loss: 0.0311855 | val_loss: 0.0311944 | Time: 1311.72 ms
[2022-04-19 17:29:01 main:574] : INFO : Epoch 1821 | loss: 0.0311885 | val_loss: 0.0311953 | Time: 1341.05 ms
[2022-04-19 17:29:02 main:574] : INFO : Epoch 1822 | loss: 0.0311861 | val_loss: 0.0311933 | Time: 1339.47 ms
[2022-04-19 17:29:04 main:574] : INFO : Epoch 1823 | loss: 0.0311857 | val_loss: 0.0311916 | Time: 1284.54 ms
[2022-04-19 17:29:05 main:574] : INFO : Epoch 1824 | loss: 0.0311833 | val_loss: 0.0311922 | Time: 1317.96 ms
[2022-04-19 17:29:06 main:574] : INFO : Epoch 1825 | loss: 0.0311834 | val_loss: 0.0311929 | Time: 1338.64 ms
[2022-04-19 17:29:08 main:574] : INFO : Epoch 1826 | loss: 0.0311838 | val_loss: 0.0311959 | Time: 1343.77 ms
[2022-04-19 17:29:09 main:574] : INFO : Epoch 1827 | loss: 0.0311844 | val_loss: 0.031197 | Time: 1270.66 ms
[2022-04-19 17:29:10 main:574] : INFO : Epoch 1828 | loss: 0.0311884 | val_loss: 0.0311942 | Time: 1335.84 ms
[2022-04-19 17:29:12 main:574] : INFO : Epoch 1829 | loss: 0.0311853 | val_loss: 0.0311921 | Time: 1301.54 ms
[2022-04-19 17:29:13 main:574] : INFO : Epoch 1830 | loss: 0.0311952 | val_loss: 0.0312188 | Time: 1269.9 ms
[2022-04-19 17:29:14 main:574] : INFO : Epoch 1831 | loss: 0.0311935 | val_loss: 0.031206 | Time: 1318.34 ms
[2022-04-19 17:29:16 main:574] : INFO : Epoch 1832 | loss: 0.0311861 | val_loss: 0.0311931 | Time: 1283.45 ms
[2022-04-19 17:29:17 main:574] : INFO : Epoch 1833 | loss: 0.0311834 | val_loss: 0.0311943 | Time: 1284.69 ms
[2022-04-19 17:29:18 main:574] : INFO : Epoch 1834 | loss: 0.0311844 | val_loss: 0.0311944 | Time: 1306.56 ms
[2022-04-19 17:29:20 main:574] : INFO : Epoch 1835 | loss: 0.0311871 | val_loss: 0.0311914 | Time: 1316.77 ms
[2022-04-19 17:29:21 main:574] : INFO : Epoch 1836 | loss: 0.0311846 | val_loss: 0.0311916 | Time: 1290.66 ms
[2022-04-19 17:29:22 main:574] : INFO : Epoch 1837 | loss: 0.0311841 | val_loss: 0.0311936 | Time: 1335.9 ms
[2022-04-19 17:29:23 main:574] : INFO : Epoch 1838 | loss: 0.0311831 | val_loss: 0.0311923 | Time: 1329.92 ms
[2022-04-19 17:29:25 main:574] : INFO : Epoch 1839 | loss: 0.0311829 | val_loss: 0.0311924 | Time: 1302.23 ms
[2022-04-19 17:29:26 main:574] : INFO : Epoch 1840 | loss: 0.0311841 | val_loss: 0.0311937 | Time: 1330.5 ms
[2022-04-19 17:29:27 main:574] : INFO : Epoch 1841 | loss: 0.0311843 | val_loss: 0.0311945 | Time: 1316.1 ms
[2022-04-19 17:29:29 main:574] : INFO : Epoch 1842 | loss: 0.0311863 | val_loss: 0.0311951 | Time: 1323.39 ms
[2022-04-19 17:29:30 main:574] : INFO : Epoch 1843 | loss: 0.0311978 | val_loss: 0.0311952 | Time: 1280.34 ms
[2022-04-19 17:29:31 main:574] : INFO : Epoch 1844 | loss: 0.0311971 | val_loss: 0.0311934 | Time: 1317.74 ms
[2022-04-19 17:29:33 main:574] : INFO : Epoch 1845 | loss: 0.0311933 | val_loss: 0.0311957 | Time: 1296.27 ms
[2022-04-19 17:29:34 main:574] : INFO : Epoch 1846 | loss: 0.0311927 | val_loss: 0.0311944 | Time: 1249.05 ms
[2022-04-19 17:29:35 main:574] : INFO : Epoch 1847 | loss: 0.031192 | val_loss: 0.031193 | Time: 1274.52 ms
[2022-04-19 17:29:37 main:574] : INFO : Epoch 1848 | loss: 0.0311901 | val_loss: 0.0311918 | Time: 1292.62 ms
[2022-04-19 17:29:38 main:574] : INFO : Epoch 1849 | loss: 0.0311898 | val_loss: 0.0311924 | Time: 1260.99 ms
[2022-04-19 17:29:39 main:574] : INFO : Epoch 1850 | loss: 0.0311894 | val_loss: 0.0311939 | Time: 1297.28 ms
[2022-04-19 17:29:40 main:574] : INFO : Epoch 1851 | loss: 0.0311888 | val_loss: 0.0311949 | Time: 1294.65 ms
[2022-04-19 17:29:42 main:574] : INFO : Epoch 1852 | loss: 0.0311887 | val_loss: 0.0311926 | Time: 1251.92 ms
[2022-04-19 17:29:43 main:574] : INFO : Epoch 1853 | loss: 0.0311908 | val_loss: 0.0311932 | Time: 1331.87 ms
[2022-04-19 17:29:44 main:574] : INFO : Epoch 1854 | loss: 0.0311896 | val_loss: 0.0311944 | Time: 1306.44 ms
[2022-04-19 17:29:46 main:574] : INFO : Epoch 1855 | loss: 0.0311902 | val_loss: 0.0311943 | Time: 1312.71 ms
[2022-04-19 17:29:47 main:574] : INFO : Epoch 1856 | loss: 0.0311911 | val_loss: 0.0311937 | Time: 1296.85 ms
[2022-04-19 17:29:48 main:574] : INFO : Epoch 1857 | loss: 0.0311887 | val_loss: 0.0311963 | Time: 1252.16 ms
[2022-04-19 17:29:50 main:574] : INFO : Epoch 1858 | loss: 0.0311879 | val_loss: 0.0311928 | Time: 1297.84 ms
[2022-04-19 17:29:51 main:574] : INFO : Epoch 1859 | loss: 0.0311887 | val_loss: 0.0311928 | Time: 1304.14 ms
[2022-04-19 17:29:52 main:574] : INFO : Epoch 1860 | loss: 0.0311888 | val_loss: 0.0311939 | Time: 1297.09 ms
[2022-04-19 17:29:53 main:574] : INFO : Epoch 1861 | loss: 0.0311886 | val_loss: 0.0311949 | Time: 1358.52 ms
[2022-04-19 17:29:55 main:574] : INFO : Epoch 1862 | loss: 0.0311883 | val_loss: 0.0311948 | Time: 1378.83 ms
[2022-04-19 17:29:56 main:574] : INFO : Epoch 1863 | loss: 0.0311869 | val_loss: 0.0311924 | Time: 1294.98 ms
[2022-04-19 17:29:58 main:574] : INFO : Epoch 1864 | loss: 0.031187 | val_loss: 0.0311929 | Time: 1309.36 ms
[2022-04-19 17:29:59 main:574] : INFO : Epoch 1865 | loss: 0.0311887 | val_loss: 0.0311919 | Time: 1326.09 ms
[2022-04-19 17:30:00 main:574] : INFO : Epoch 1866 | loss: 0.0311877 | val_loss: 0.0311918 | Time: 1346.52 ms
[2022-04-19 17:30:01 main:574] : INFO : Epoch 1867 | loss: 0.0311883 | val_loss: 0.0311924 | Time: 1298.65 ms
[2022-04-19 17:30:03 main:574] : INFO : Epoch 1868 | loss: 0.0311864 | val_loss: 0.0311921 | Time: 1325.67 ms
[2022-04-19 17:30:04 main:574] : INFO : Epoch 1869 | loss: 0.0311857 | val_loss: 0.0311953 | Time: 1266.16 ms
[2022-04-19 17:30:05 main:574] : INFO : Epoch 1870 | loss: 0.0311855 | val_loss: 0.0311945 | Time: 1334.77 ms
[2022-04-19 17:30:07 main:574] : INFO : Epoch 1871 | loss: 0.0311858 | val_loss: 0.0311986 | Time: 1272.88 ms
[2022-04-19 17:30:08 main:574] : INFO : Epoch 1872 | loss: 0.0311878 | val_loss: 0.0311956 | Time: 1336.06 ms
[2022-04-19 17:30:09 main:574] : INFO : Epoch 1873 | loss: 0.031191 | val_loss: 0.0311913 | Time: 1241.87 ms
[2022-04-19 17:30:11 main:574] : INFO : Epoch 1874 | loss: 0.0311883 | val_loss: 0.0311943 | Time: 1360.25 ms
[2022-04-19 17:30:12 main:574] : INFO : Epoch 1875 | loss: 0.0311877 | val_loss: 0.0311906 | Time: 1285.19 ms
[2022-04-19 17:30:13 main:574] : INFO : Epoch 1876 | loss: 0.0311866 | val_loss: 0.03119 | Time: 1372.17 ms
[2022-04-19 17:30:15 main:574] : INFO : Epoch 1877 | loss: 0.0311865 | val_loss: 0.0311908 | Time: 1297.36 ms
[2022-04-19 17:30:16 main:574] : INFO : Epoch 1878 | loss: 0.0311859 | val_loss: 0.0311919 | Time: 1260 ms
[2022-04-19 17:30:17 main:574] : INFO : Epoch 1879 | loss: 0.0311848 | val_loss: 0.0311955 | Time: 1289.66 ms
[2022-04-19 17:30:19 main:574] : INFO : Epoch 1880 | loss: 0.0311857 | val_loss: 0.0311899 | Time: 1288.95 ms
[2022-04-19 17:30:20 main:574] : INFO : Epoch 1881 | loss: 0.0311864 | val_loss: 0.0311887 | Time: 1308.55 ms
[2022-04-19 17:30:21 main:574] : INFO : Epoch 1882 | loss: 0.0311861 | val_loss: 0.0311903 | Time: 1242.23 ms
[2022-04-19 17:30:22 main:574] : INFO : Epoch 1883 | loss: 0.0311846 | val_loss: 0.0311925 | Time: 1278.58 ms
[2022-04-19 17:30:24 main:574] : INFO : Epoch 1884 | loss: 0.0311856 | val_loss: 0.0311901 | Time: 1300.75 ms
[2022-04-19 17:30:25 main:574] : INFO : Epoch 1885 | loss: 0.0311843 | val_loss: 0.031193 | Time: 1259.11 ms
[2022-04-19 17:30:26 main:574] : INFO : Epoch 1886 | loss: 0.0311849 | val_loss: 0.0311905 | Time: 1318.71 ms
[2022-04-19 17:30:28 main:574] : INFO : Epoch 1887 | loss: 0.0311833 | val_loss: 0.031192 | Time: 1301.63 ms
[2022-04-19 17:30:29 main:574] : INFO : Epoch 1888 | loss: 0.0311834 | val_loss: 0.0311913 | Time: 1302.58 ms
[2022-04-19 17:30:30 main:574] : INFO : Epoch 1889 | loss: 0.0311862 | val_loss: 0.031189 | Time: 1256.7 ms
[2022-04-19 17:30:31 main:574] : INFO : Epoch 1890 | loss: 0.0311851 | val_loss: 0.0311886 | Time: 1333.75 ms
[2022-04-19 17:30:33 main:574] : INFO : Epoch 1891 | loss: 0.0311864 | val_loss: 0.0311923 | Time: 1309.45 ms
[2022-04-19 17:30:34 main:574] : INFO : Epoch 1892 | loss: 0.0311889 | val_loss: 0.0312037 | Time: 1295.03 ms
[2022-04-19 17:30:35 main:574] : INFO : Epoch 1893 | loss: 0.0311872 | val_loss: 0.031189 | Time: 1271.26 ms
[2022-04-19 17:30:37 main:574] : INFO : Epoch 1894 | loss: 0.0311876 | val_loss: 0.0311876 | Time: 1300.65 ms
[2022-04-19 17:30:38 main:574] : INFO : Epoch 1895 | loss: 0.0311872 | val_loss: 0.0311892 | Time: 1290.1 ms
[2022-04-19 17:30:39 main:574] : INFO : Epoch 1896 | loss: 0.0311859 | val_loss: 0.0311898 | Time: 1379.49 ms
[2022-04-19 17:30:41 main:574] : INFO : Epoch 1897 | loss: 0.0311855 | val_loss: 0.0311906 | Time: 1292.41 ms
[2022-04-19 17:30:42 main:574] : INFO : Epoch 1898 | loss: 0.0311841 | val_loss: 0.031193 | Time: 1227.16 ms
[2022-04-19 17:30:43 main:574] : INFO : Epoch 1899 | loss: 0.0311834 | val_loss: 0.0311914 | Time: 1374.82 ms
[2022-04-19 17:30:45 main:574] : INFO : Epoch 1900 | loss: 0.0311838 | val_loss: 0.031193 | Time: 1286.31 ms
[2022-04-19 17:30:46 main:574] : INFO : Epoch 1901 | loss: 0.0311848 | val_loss: 0.0311931 | Time: 1254.86 ms
[2022-04-19 17:30:47 main:574] : INFO : Epoch 1902 | loss: 0.0311845 | val_loss: 0.0311894 | Time: 1277.95 ms
[2022-04-19 17:30:48 main:574] : INFO : Epoch 1903 | loss: 0.031185 | val_loss: 0.0311943 | Time: 1274.96 ms
[2022-04-19 17:30:50 main:574] : INFO : Epoch 1904 | loss: 0.0311839 | val_loss: 0.0311909 | Time: 1309.91 ms
[2022-04-19 17:30:51 main:574] : INFO : Epoch 1905 | loss: 0.031183 | val_loss: 0.0311897 | Time: 1287.81 ms
[2022-04-19 17:30:52 main:574] : INFO : Epoch 1906 | loss: 0.0311841 | val_loss: 0.0311898 | Time: 1359.31 ms
[2022-04-19 17:30:54 main:574] : INFO : Epoch 1907 | loss: 0.0311838 | val_loss: 0.0311888 | Time: 1281.63 ms
[2022-04-19 17:30:55 main:574] : INFO : Epoch 1908 | loss: 0.0311847 | val_loss: 0.0311926 | Time: 1263.88 ms
[2022-04-19 17:30:56 main:574] : INFO : Epoch 1909 | loss: 0.0311867 | val_loss: 0.0311897 | Time: 1309.98 ms
[2022-04-19 17:30:58 main:574] : INFO : Epoch 1910 | loss: 0.0311843 | val_loss: 0.0311906 | Time: 1297.11 ms
[2022-04-19 17:30:59 main:574] : INFO : Epoch 1911 | loss: 0.0311829 | val_loss: 0.0311944 | Time: 1306.13 ms
[2022-04-19 17:31:00 main:574] : INFO : Epoch 1912 | loss: 0.031186 | val_loss: 0.0312022 | Time: 1323.66 ms
[2022-04-19 17:31:01 main:574] : INFO : Epoch 1913 | loss: 0.0311858 | val_loss: 0.0311943 | Time: 1281.12 ms
[2022-04-19 17:31:03 main:574] : INFO : Epoch 1914 | loss: 0.0311854 | val_loss: 0.0311908 | Time: 1282.65 ms
[2022-04-19 17:31:04 main:574] : INFO : Epoch 1915 | loss: 0.031185 | val_loss: 0.0311933 | Time: 1272.86 ms
[2022-04-19 17:31:05 main:574] : INFO : Epoch 1916 | loss: 0.031186 | val_loss: 0.0311895 | Time: 1253.59 ms
[2022-04-19 17:31:07 main:574] : INFO : Epoch 1917 | loss: 0.0311877 | val_loss: 0.0311968 | Time: 1319.67 ms
[2022-04-19 17:31:08 main:574] : INFO : Epoch 1918 | loss: 0.0311871 | val_loss: 0.0311929 | Time: 1238.4 ms
[2022-04-19 17:31:09 main:574] : INFO : Epoch 1919 | loss: 0.0311839 | val_loss: 0.0311931 | Time: 1288.9 ms
[2022-04-19 17:31:10 main:574] : INFO : Epoch 1920 | loss: 0.0311843 | val_loss: 0.0311894 | Time: 1279.46 ms
[2022-04-19 17:31:12 main:574] : INFO : Epoch 1921 | loss: 0.0311813 | val_loss: 0.0311912 | Time: 1297.21 ms
[2022-04-19 17:31:13 main:574] : INFO : Epoch 1922 | loss: 0.0311812 | val_loss: 0.0311911 | Time: 1345.67 ms
[2022-04-19 17:31:14 main:574] : INFO : Epoch 1923 | loss: 0.0311811 | val_loss: 0.0311916 | Time: 1315.47 ms
[2022-04-19 17:31:16 main:574] : INFO : Epoch 1924 | loss: 0.0311808 | val_loss: 0.0311889 | Time: 1281.84 ms
[2022-04-19 17:31:17 main:574] : INFO : Epoch 1925 | loss: 0.0311802 | val_loss: 0.0311905 | Time: 1354.05 ms
[2022-04-19 17:31:18 main:574] : INFO : Epoch 1926 | loss: 0.0311801 | val_loss: 0.0311916 | Time: 1335.33 ms
[2022-04-19 17:31:20 main:574] : INFO : Epoch 1927 | loss: 0.0311833 | val_loss: 0.0311963 | Time: 1358.47 ms
[2022-04-19 17:31:21 main:574] : INFO : Epoch 1928 | loss: 0.0311869 | val_loss: 0.0311921 | Time: 1300 ms
[2022-04-19 17:31:22 main:574] : INFO : Epoch 1929 | loss: 0.0311862 | val_loss: 0.0311906 | Time: 1283.33 ms
[2022-04-19 17:31:24 main:574] : INFO : Epoch 1930 | loss: 0.0311846 | val_loss: 0.0311952 | Time: 1300.55 ms
[2022-04-19 17:31:25 main:574] : INFO : Epoch 1931 | loss: 0.0311825 | val_loss: 0.0311913 | Time: 1320.74 ms
[2022-04-19 17:31:26 main:574] : INFO : Epoch 1932 | loss: 0.0311826 | val_loss: 0.0311894 | Time: 1311.02 ms
[2022-04-19 17:31:28 main:574] : INFO : Epoch 1933 | loss: 0.0311817 | val_loss: 0.0311899 | Time: 1280.25 ms
[2022-04-19 17:31:29 main:574] : INFO : Epoch 1934 | loss: 0.0311819 | val_loss: 0.0311899 | Time: 1339.18 ms
[2022-04-19 17:31:30 main:574] : INFO : Epoch 1935 | loss: 0.0311815 | val_loss: 0.0311913 | Time: 1337.74 ms
[2022-04-19 17:31:32 main:574] : INFO : Epoch 1936 | loss: 0.0311806 | val_loss: 0.0311898 | Time: 1322.36 ms
[2022-04-19 17:31:33 main:574] : INFO : Epoch 1937 | loss: 0.0311809 | val_loss: 0.0311906 | Time: 1341.62 ms
[2022-04-19 17:31:34 main:574] : INFO : Epoch 1938 | loss: 0.0311817 | val_loss: 0.0311976 | Time: 1320.33 ms
[2022-04-19 17:31:36 main:574] : INFO : Epoch 1939 | loss: 0.031182 | val_loss: 0.0311916 | Time: 1334.1 ms
[2022-04-19 17:31:37 main:574] : INFO : Epoch 1940 | loss: 0.0311813 | val_loss: 0.0311939 | Time: 1308.06 ms
[2022-04-19 17:31:38 main:574] : INFO : Epoch 1941 | loss: 0.0311823 | val_loss: 0.0311933 | Time: 1321.17 ms
[2022-04-19 17:31:40 main:574] : INFO : Epoch 1942 | loss: 0.0311823 | val_loss: 0.0311897 | Time: 1434.89 ms
[2022-04-19 17:31:41 main:574] : INFO : Epoch 1943 | loss: 0.0311823 | val_loss: 0.0311905 | Time: 1429.9 ms
[2022-04-19 17:31:43 main:574] : INFO : Epoch 1944 | loss: 0.0311817 | val_loss: 0.0311895 | Time: 1436.24 ms
[2022-04-19 17:31:44 main:574] : INFO : Epoch 1945 | loss: 0.0311832 | val_loss: 0.0311902 | Time: 1369.8 ms
[2022-04-19 17:31:45 main:574] : INFO : Epoch 1946 | loss: 0.0311831 | val_loss: 0.0311917 | Time: 1318.8 ms
[2022-04-19 17:31:47 main:574] : INFO : Epoch 1947 | loss: 0.0311839 | val_loss: 0.0311893 | Time: 1313.4 ms
[2022-04-19 17:31:48 main:574] : INFO : Epoch 1948 | loss: 0.0311828 | val_loss: 0.0311871 | Time: 1320.19 ms
[2022-04-19 17:31:49 main:574] : INFO : Epoch 1949 | loss: 0.0311819 | val_loss: 0.0311886 | Time: 1289.36 ms
[2022-04-19 17:31:51 main:574] : INFO : Epoch 1950 | loss: 0.0311854 | val_loss: 0.0311893 | Time: 1310.2 ms
[2022-04-19 17:31:52 main:574] : INFO : Epoch 1951 | loss: 0.0311837 | val_loss: 0.0311879 | Time: 1248.34 ms
[2022-04-19 17:31:53 main:574] : INFO : Epoch 1952 | loss: 0.031182 | val_loss: 0.031187 | Time: 1361.98 ms
[2022-04-19 17:31:55 main:574] : INFO : Epoch 1953 | loss: 0.031184 | val_loss: 0.0311897 | Time: 1305.17 ms
[2022-04-19 17:31:56 main:574] : INFO : Epoch 1954 | loss: 0.0311862 | val_loss: 0.0311951 | Time: 1314.61 ms
[2022-04-19 17:31:57 main:574] : INFO : Epoch 1955 | loss: 0.0311835 | val_loss: 0.0311873 | Time: 1357.92 ms
[2022-04-19 17:31:59 main:574] : INFO : Epoch 1956 | loss: 0.0311811 | val_loss: 0.0311874 | Time: 1331.61 ms
[2022-04-19 17:32:00 main:574] : INFO : Epoch 1957 | loss: 0.0311879 | val_loss: 0.0311907 | Time: 1391.51 ms
[2022-04-19 17:32:01 main:574] : INFO : Epoch 1958 | loss: 0.0311881 | val_loss: 0.0311879 | Time: 1348.01 ms
[2022-04-19 17:32:03 main:574] : INFO : Epoch 1959 | loss: 0.0311856 | val_loss: 0.0311885 | Time: 1287.28 ms
[2022-04-19 17:32:04 main:574] : INFO : Epoch 1960 | loss: 0.031188 | val_loss: 0.0311912 | Time: 1331.28 ms
[2022-04-19 17:32:05 main:574] : INFO : Epoch 1961 | loss: 0.0311879 | val_loss: 0.0311869 | Time: 1302.12 ms
[2022-04-19 17:32:07 main:574] : INFO : Epoch 1962 | loss: 0.0311854 | val_loss: 0.03119 | Time: 1323.55 ms
[2022-04-19 17:32:08 main:574] : INFO : Epoch 1963 | loss: 0.0311871 | val_loss: 0.0311877 | Time: 1356.86 ms
[2022-04-19 17:32:09 main:574] : INFO : Epoch 1964 | loss: 0.0311854 | val_loss: 0.0311871 | Time: 1299.32 ms
[2022-04-19 17:32:11 main:574] : INFO : Epoch 1965 | loss: 0.0311911 | val_loss: 0.0311912 | Time: 1327.45 ms
[2022-04-19 17:32:12 main:574] : INFO : Epoch 1966 | loss: 0.0311855 | val_loss: 0.0311883 | Time: 1247.52 ms
[2022-04-19 17:32:13 main:574] : INFO : Epoch 1967 | loss: 0.0311874 | val_loss: 0.03119 | Time: 1264.12 ms
[2022-04-19 17:32:15 main:574] : INFO : Epoch 1968 | loss: 0.0311889 | val_loss: 0.0311893 | Time: 1340.4 ms
[2022-04-19 17:32:16 main:574] : INFO : Epoch 1969 | loss: 0.0311843 | val_loss: 0.0311873 | Time: 1337 ms
[2022-04-19 17:32:17 main:574] : INFO : Epoch 1970 | loss: 0.0311849 | val_loss: 0.0311959 | Time: 1288.55 ms
[2022-04-19 17:32:18 main:574] : INFO : Epoch 1971 | loss: 0.0311879 | val_loss: 0.0311859 | Time: 1277.54 ms
[2022-04-19 17:32:20 main:574] : INFO : Epoch 1972 | loss: 0.031184 | val_loss: 0.0311906 | Time: 1312.17 ms
[2022-04-19 17:32:21 main:574] : INFO : Epoch 1973 | loss: 0.0311858 | val_loss: 0.0311847 | Time: 1294.93 ms
[2022-04-19 17:32:22 main:574] : INFO : Epoch 1974 | loss: 0.0311849 | val_loss: 0.0311893 | Time: 1290.88 ms
[2022-04-19 17:32:24 main:574] : INFO : Epoch 1975 | loss: 0.0311842 | val_loss: 0.0311849 | Time: 1350.3 ms
[2022-04-19 17:32:25 main:574] : INFO : Epoch 1976 | loss: 0.031183 | val_loss: 0.031186 | Time: 1343.58 ms
[2022-04-19 17:32:26 main:574] : INFO : Epoch 1977 | loss: 0.0311823 | val_loss: 0.0311846 | Time: 1310.88 ms
[2022-04-19 17:32:28 main:574] : INFO : Epoch 1978 | loss: 0.0311822 | val_loss: 0.0311824 | Time: 1334.67 ms
[2022-04-19 17:32:29 main:574] : INFO : Epoch 1979 | loss: 0.0311819 | val_loss: 0.0311862 | Time: 1283.36 ms
[2022-04-19 17:32:30 main:574] : INFO : Epoch 1980 | loss: 0.0311848 | val_loss: 0.0311841 | Time: 1273.93 ms
[2022-04-19 17:32:32 main:574] : INFO : Epoch 1981 | loss: 0.0311804 | val_loss: 0.0311799 | Time: 1280.71 ms
[2022-04-19 17:32:33 main:574] : INFO : Epoch 1982 | loss: 0.0311793 | val_loss: 0.031184 | Time: 1271.21 ms
[2022-04-19 17:32:34 main:574] : INFO : Epoch 1983 | loss: 0.0311811 | val_loss: 0.0311813 | Time: 1310.68 ms
[2022-04-19 17:32:36 main:574] : INFO : Epoch 1984 | loss: 0.0311793 | val_loss: 0.0311822 | Time: 1313.69 ms
[2022-04-19 17:32:37 main:574] : INFO : Epoch 1985 | loss: 0.0311786 | val_loss: 0.0311812 | Time: 1354.67 ms
[2022-04-19 17:32:38 main:574] : INFO : Epoch 1986 | loss: 0.0311785 | val_loss: 0.0311814 | Time: 1300.36 ms
[2022-04-19 17:32:40 main:574] : INFO : Epoch 1987 | loss: 0.0311786 | val_loss: 0.0311804 | Time: 1325.32 ms
[2022-04-19 17:32:41 main:574] : INFO : Epoch 1988 | loss: 0.0311789 | val_loss: 0.0311787 | Time: 1307.01 ms
[2022-04-19 17:32:42 main:574] : INFO : Epoch 1989 | loss: 0.0311769 | val_loss: 0.031181 | Time: 1285.47 ms
[2022-04-19 17:32:43 main:574] : INFO : Epoch 1990 | loss: 0.0311776 | val_loss: 0.0311819 | Time: 1324.83 ms
[2022-04-19 17:32:45 main:574] : INFO : Epoch 1991 | loss: 0.0311775 | val_loss: 0.0311796 | Time: 1255.28 ms
[2022-04-19 17:32:46 main:574] : INFO : Epoch 1992 | loss: 0.031176 | val_loss: 0.0311782 | Time: 1367.28 ms
[2022-04-19 17:32:47 main:574] : INFO : Epoch 1993 | loss: 0.031176 | val_loss: 0.0311787 | Time: 1282.48 ms
[2022-04-19 17:32:49 main:574] : INFO : Epoch 1994 | loss: 0.0311753 | val_loss: 0.0311785 | Time: 1310.42 ms
[2022-04-19 17:32:50 main:574] : INFO : Epoch 1995 | loss: 0.0311773 | val_loss: 0.0311842 | Time: 1236.24 ms
[2022-04-19 17:32:51 main:574] : INFO : Epoch 1996 | loss: 0.0311833 | val_loss: 0.0311844 | Time: 1277.19 ms
[2022-04-19 17:32:53 main:574] : INFO : Epoch 1997 | loss: 0.0311776 | val_loss: 0.0311802 | Time: 1321.58 ms
[2022-04-19 17:32:54 main:574] : INFO : Epoch 1998 | loss: 0.0311755 | val_loss: 0.0311795 | Time: 1265.53 ms
[2022-04-19 17:32:55 main:574] : INFO : Epoch 1999 | loss: 0.0311753 | val_loss: 0.0311789 | Time: 1277.75 ms
[2022-04-19 17:32:57 main:574] : INFO : Epoch 2000 | loss: 0.0311771 | val_loss: 0.0311792 | Time: 1372.06 ms
[2022-04-19 17:32:58 main:574] : INFO : Epoch 2001 | loss: 0.0311767 | val_loss: 0.0311794 | Time: 1283.85 ms
[2022-04-19 17:32:59 main:574] : INFO : Epoch 2002 | loss: 0.0311761 | val_loss: 0.0311806 | Time: 1342.94 ms
[2022-04-19 17:33:01 main:574] : INFO : Epoch 2003 | loss: 0.0311755 | val_loss: 0.0311804 | Time: 1336.79 ms
[2022-04-19 17:33:02 main:574] : INFO : Epoch 2004 | loss: 0.0311746 | val_loss: 0.0311803 | Time: 1323.49 ms
[2022-04-19 17:33:03 main:574] : INFO : Epoch 2005 | loss: 0.0311754 | val_loss: 0.0311811 | Time: 1314.79 ms
[2022-04-19 17:33:04 main:574] : INFO : Epoch 2006 | loss: 0.0311736 | val_loss: 0.0311808 | Time: 1312.28 ms
[2022-04-19 17:33:06 main:574] : INFO : Epoch 2007 | loss: 0.0311734 | val_loss: 0.0311788 | Time: 1270.87 ms
[2022-04-19 17:33:07 main:574] : INFO : Epoch 2008 | loss: 0.0311753 | val_loss: 0.0311883 | Time: 1345.12 ms
[2022-04-19 17:33:08 main:574] : INFO : Epoch 2009 | loss: 0.0311798 | val_loss: 0.0311804 | Time: 1329.97 ms
[2022-04-19 17:33:10 main:574] : INFO : Epoch 2010 | loss: 0.0311737 | val_loss: 0.0311786 | Time: 1295.27 ms
[2022-04-19 17:33:11 main:574] : INFO : Epoch 2011 | loss: 0.0311756 | val_loss: 0.0311804 | Time: 1324.86 ms
[2022-04-19 17:33:12 main:574] : INFO : Epoch 2012 | loss: 0.0311738 | val_loss: 0.0311787 | Time: 1277.03 ms
[2022-04-19 17:33:14 main:574] : INFO : Epoch 2013 | loss: 0.0311766 | val_loss: 0.0311834 | Time: 1251.65 ms
[2022-04-19 17:33:15 main:574] : INFO : Epoch 2014 | loss: 0.0311796 | val_loss: 0.0311858 | Time: 1308.2 ms
[2022-04-19 17:33:16 main:574] : INFO : Epoch 2015 | loss: 0.0311802 | val_loss: 0.0311806 | Time: 1304.75 ms
[2022-04-19 17:33:18 main:574] : INFO : Epoch 2016 | loss: 0.0311749 | val_loss: 0.0311811 | Time: 1295.15 ms
[2022-04-19 17:33:19 main:574] : INFO : Epoch 2017 | loss: 0.0311735 | val_loss: 0.0311808 | Time: 1259.57 ms
[2022-04-19 17:33:20 main:574] : INFO : Epoch 2018 | loss: 0.0311729 | val_loss: 0.0311807 | Time: 1339.62 ms
[2022-04-19 17:33:22 main:574] : INFO : Epoch 2019 | loss: 0.0311732 | val_loss: 0.0311828 | Time: 1371.02 ms
[2022-04-19 17:33:23 main:574] : INFO : Epoch 2020 | loss: 0.0311759 | val_loss: 0.0311839 | Time: 1297.24 ms
[2022-04-19 17:33:24 main:574] : INFO : Epoch 2021 | loss: 0.0311798 | val_loss: 0.0311835 | Time: 1301.16 ms
[2022-04-19 17:33:25 main:574] : INFO : Epoch 2022 | loss: 0.0311817 | val_loss: 0.0311808 | Time: 1220.18 ms
[2022-04-19 17:33:27 main:574] : INFO : Epoch 2023 | loss: 0.031184 | val_loss: 0.0311821 | Time: 1280.17 ms
[2022-04-19 17:33:28 main:574] : INFO : Epoch 2024 | loss: 0.0311879 | val_loss: 0.0311855 | Time: 1310.72 ms
[2022-04-19 17:33:29 main:574] : INFO : Epoch 2025 | loss: 0.0311849 | val_loss: 0.0311848 | Time: 1329.51 ms
[2022-04-19 17:33:31 main:574] : INFO : Epoch 2026 | loss: 0.0311863 | val_loss: 0.0311895 | Time: 1241.99 ms
[2022-04-19 17:33:32 main:574] : INFO : Epoch 2027 | loss: 0.0311841 | val_loss: 0.0311908 | Time: 1127.23 ms
[2022-04-19 17:33:33 main:574] : INFO : Epoch 2028 | loss: 0.0311841 | val_loss: 0.0311855 | Time: 1155.88 ms
[2022-04-19 17:33:34 main:574] : INFO : Epoch 2029 | loss: 0.0311806 | val_loss: 0.0311867 | Time: 1395.78 ms
[2022-04-19 17:33:36 main:574] : INFO : Epoch 2030 | loss: 0.0311795 | val_loss: 0.0311841 | Time: 1338.47 ms
[2022-04-19 17:33:37 main:574] : INFO : Epoch 2031 | loss: 0.0311791 | val_loss: 0.0311896 | Time: 1284.28 ms
[2022-04-19 17:33:38 main:574] : INFO : Epoch 2032 | loss: 0.031182 | val_loss: 0.0311857 | Time: 1265.57 ms
[2022-04-19 17:33:39 main:574] : INFO : Epoch 2033 | loss: 0.0311835 | val_loss: 0.0311842 | Time: 1267.18 ms
[2022-04-19 17:33:41 main:574] : INFO : Epoch 2034 | loss: 0.0311835 | val_loss: 0.031188 | Time: 1324.56 ms
[2022-04-19 17:33:42 main:574] : INFO : Epoch 2035 | loss: 0.031185 | val_loss: 0.0311862 | Time: 1334.29 ms
[2022-04-19 17:33:43 main:574] : INFO : Epoch 2036 | loss: 0.0311842 | val_loss: 0.0311844 | Time: 1297.33 ms
[2022-04-19 17:33:45 main:574] : INFO : Epoch 2037 | loss: 0.0311814 | val_loss: 0.0311827 | Time: 1337.37 ms
[2022-04-19 17:33:46 main:574] : INFO : Epoch 2038 | loss: 0.0311784 | val_loss: 0.0311818 | Time: 1324.01 ms
[2022-04-19 17:33:47 main:574] : INFO : Epoch 2039 | loss: 0.0311781 | val_loss: 0.0311881 | Time: 1348.99 ms
[2022-04-19 17:33:49 main:574] : INFO : Epoch 2040 | loss: 0.0311819 | val_loss: 0.0311847 | Time: 1320.09 ms
[2022-04-19 17:33:50 main:574] : INFO : Epoch 2041 | loss: 0.0311814 | val_loss: 0.0311829 | Time: 1314.48 ms
[2022-04-19 17:33:51 main:574] : INFO : Epoch 2042 | loss: 0.0311785 | val_loss: 0.031182 | Time: 1292.94 ms
[2022-04-19 17:33:53 main:574] : INFO : Epoch 2043 | loss: 0.0311767 | val_loss: 0.0311818 | Time: 1295.27 ms
[2022-04-19 17:33:54 main:574] : INFO : Epoch 2044 | loss: 0.0311777 | val_loss: 0.031181 | Time: 1328.11 ms
[2022-04-19 17:33:55 main:574] : INFO : Epoch 2045 | loss: 0.0311788 | val_loss: 0.0311808 | Time: 1278.92 ms
[2022-04-19 17:33:57 main:574] : INFO : Epoch 2046 | loss: 0.0311789 | val_loss: 0.0311809 | Time: 1295.5 ms
[2022-04-19 17:33:58 main:574] : INFO : Epoch 2047 | loss: 0.0311778 | val_loss: 0.0311803 | Time: 1245.8 ms
[2022-04-19 17:33:59 main:574] : INFO : Epoch 2048 | loss: 0.0311779 | val_loss: 0.0311811 | Time: 1307.12 ms
[2022-04-19 17:33:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311811
[2022-04-19 17:33:59 main:603] : INFO : Saving end state to config to file
[2022-04-19 17:33:59 main:608] : INFO : Success, exiting..
17:33:59 (14248): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)