Task 14597738
| Name | ParityModified-1647047992-20943-3-0_0 |
| Workunit | 11618633 |
| Created | 11 Apr 2022, 23:11:22 UTC |
| Sent | 11 Apr 2022, 23:11:30 UTC |
| Report deadline | 19 Apr 2022, 23:11:30 UTC |
| Received | 13 Apr 2022, 1:35:22 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7776 |
| Run time | 46 min 24 sec |
| CPU time | 42 min 49 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,158.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ain:574] : INFO : Epoch 1542 | loss: 0.0311988 | val_loss: 0.0311975 | Time: 1390.1 ms [2022-04-12 21:22:31 main:574] : INFO : Epoch 1543 | loss: 0.0311983 | val_loss: 0.0311968 | Time: 1172.72 ms [2022-04-12 21:22:32 main:574] : INFO : Epoch 1544 | loss: 0.0311992 | val_loss: 0.0311993 | Time: 1258.6 ms [2022-04-12 21:22:33 main:574] : INFO : Epoch 1545 | loss: 0.0311974 | val_loss: 0.0311985 | Time: 1317.21 ms [2022-04-12 21:22:35 main:574] : INFO : Epoch 1546 | loss: 0.031198 | val_loss: 0.0311998 | Time: 1195.65 ms [2022-04-12 21:22:36 main:574] : INFO : Epoch 1547 | loss: 0.0311976 | val_loss: 0.0311984 | Time: 1251.72 ms [2022-04-12 21:22:37 main:574] : INFO : Epoch 1548 | loss: 0.0311988 | val_loss: 0.031202 | Time: 1336.03 ms [2022-04-12 21:22:39 main:574] : INFO : Epoch 1549 | loss: 0.0312004 | val_loss: 0.0312035 | Time: 1210.42 ms [2022-04-12 21:22:40 main:574] : INFO : Epoch 1550 | loss: 0.0312001 | val_loss: 0.0311999 | Time: 1231.82 ms [2022-04-12 21:22:42 main:574] : INFO : Epoch 1551 | loss: 0.0311983 | val_loss: 0.0311976 | Time: 1321.02 ms [2022-04-12 21:22:43 main:574] : INFO : Epoch 1552 | loss: 0.031199 | val_loss: 0.0312022 | Time: 1224.91 ms [2022-04-12 21:22:44 main:574] : INFO : Epoch 1553 | loss: 0.031198 | val_loss: 0.0311983 | Time: 1208.36 ms [2022-04-12 21:22:46 main:574] : INFO : Epoch 1554 | loss: 0.0311967 | val_loss: 0.0311977 | Time: 1318.73 ms [2022-04-12 21:22:47 main:574] : INFO : Epoch 1555 | loss: 0.0311972 | val_loss: 0.0311984 | Time: 1237.48 ms [2022-04-12 21:22:48 main:574] : INFO : Epoch 1556 | loss: 0.0311987 | val_loss: 0.0311986 | Time: 1198.6 ms [2022-04-12 21:22:50 main:574] : INFO : Epoch 1557 | loss: 0.0311984 | val_loss: 0.0311999 | Time: 1310.25 ms [2022-04-12 21:22:51 main:574] : INFO : Epoch 1558 | loss: 0.0311976 | val_loss: 0.0311989 | Time: 1251.6 ms [2022-04-12 21:22:52 main:574] : INFO : Epoch 1559 | loss: 0.0311965 | val_loss: 0.0312005 | Time: 1199.52 ms [2022-04-12 21:22:54 main:574] : INFO : Epoch 1560 | loss: 0.0311983 | val_loss: 0.0311977 | Time: 1349.2 ms [2022-04-12 21:22:55 main:574] : INFO : Epoch 1561 | loss: 0.0311972 | val_loss: 0.0312003 | Time: 1277.69 ms [2022-04-12 21:22:56 main:574] : INFO : Epoch 1562 | loss: 0.0311973 | val_loss: 0.0311975 | Time: 1188.87 ms [2022-04-12 21:22:58 main:574] : INFO : Epoch 1563 | loss: 0.0311967 | val_loss: 0.0311967 | Time: 1326.32 ms [2022-04-12 21:22:59 main:574] : INFO : Epoch 1564 | loss: 0.0311984 | val_loss: 0.0312021 | Time: 1279.31 ms [2022-04-12 21:23:00 main:574] : INFO : Epoch 1565 | loss: 0.0311983 | val_loss: 0.0311962 | Time: 1176.59 ms [2022-04-12 21:23:02 main:574] : INFO : Epoch 1566 | loss: 0.0311971 | val_loss: 0.0311993 | Time: 1310.17 ms [2022-04-12 21:23:03 main:574] : INFO : Epoch 1567 | loss: 0.0311976 | val_loss: 0.0312038 | Time: 1271.93 ms [2022-04-12 21:23:04 main:574] : INFO : Epoch 1568 | loss: 0.0311993 | val_loss: 0.0312038 | Time: 1165.47 ms [2022-04-12 21:23:06 main:574] : INFO : Epoch 1569 | loss: 0.0311989 | val_loss: 0.031203 | Time: 1306.94 ms [2022-04-12 21:23:07 main:574] : INFO : Epoch 1570 | loss: 0.0311991 | val_loss: 0.0312063 | Time: 1292.26 ms [2022-04-12 21:23:08 main:574] : INFO : Epoch 1571 | loss: 0.0311987 | val_loss: 0.0312048 | Time: 1196.19 ms [2022-04-12 21:23:10 main:574] : INFO : Epoch 1572 | loss: 0.0311979 | val_loss: 0.0312015 | Time: 1345.96 ms [2022-04-12 21:23:11 main:574] : INFO : Epoch 1573 | loss: 0.0311984 | val_loss: 0.0312011 | Time: 1210.26 ms [2022-04-12 21:23:12 main:574] : INFO : Epoch 1574 | loss: 0.0311979 | val_loss: 0.0312017 | Time: 1280.84 ms [2022-04-12 21:23:14 main:574] : INFO : Epoch 1575 | loss: 0.0311973 | val_loss: 0.0312006 | Time: 1341.65 ms [2022-04-12 21:23:15 main:574] : INFO : Epoch 1576 | loss: 0.031198 | val_loss: 0.0312014 | Time: 1186.87 ms [2022-04-12 21:23:16 main:574] : INFO : Epoch 1577 | loss: 0.0311985 | val_loss: 0.0312017 | Time: 1271.18 ms [2022-04-12 21:23:18 main:574] : INFO : Epoch 1578 | loss: 0.0311966 | val_loss: 0.0312022 | Time: 1331.96 ms [2022-04-12 21:23:19 main:574] : INFO : Epoch 1579 | loss: 0.0311979 | val_loss: 0.0312003 | Time: 1195.3 ms [2022-04-12 21:23:20 main:574] : INFO : Epoch 1580 | loss: 0.0311974 | val_loss: 0.0312031 | Time: 1267.4 ms [2022-04-12 21:23:22 main:574] : INFO : Epoch 1581 | loss: 0.0311974 | val_loss: 0.0312014 | Time: 1337.35 ms [2022-04-12 21:23:23 main:574] : INFO : Epoch 1582 | loss: 0.0311969 | val_loss: 0.0312006 | Time: 1207.81 ms [2022-04-12 21:23:24 main:574] : INFO : Epoch 1583 | loss: 0.0311964 | val_loss: 0.0311999 | Time: 1253.22 ms [2022-04-12 21:23:26 main:574] : INFO : Epoch 1584 | loss: 0.0311969 | val_loss: 0.0312013 | Time: 1313.99 ms [2022-04-12 21:23:27 main:574] : INFO : Epoch 1585 | loss: 0.0311975 | val_loss: 0.0312026 | Time: 1185.73 ms [2022-04-12 21:23:29 main:574] : INFO : Epoch 1586 | loss: 0.031199 | val_loss: 0.0312022 | Time: 1385.25 ms [2022-04-12 21:23:30 main:574] : INFO : Epoch 1587 | loss: 0.0311999 | val_loss: 0.0311994 | Time: 1320.84 ms [2022-04-12 21:23:31 main:574] : INFO : Epoch 1588 | loss: 0.0311978 | val_loss: 0.0311995 | Time: 1246.82 ms [2022-04-12 21:23:33 main:574] : INFO : Epoch 1589 | loss: 0.0311986 | val_loss: 0.0311994 | Time: 1187.55 ms [2022-04-12 21:23:34 main:574] : INFO : Epoch 1590 | loss: 0.0311962 | val_loss: 0.0311978 | Time: 1334.3 ms [2022-04-12 21:23:35 main:574] : INFO : Epoch 1591 | loss: 0.0311963 | val_loss: 0.0311983 | Time: 1285.41 ms [2022-04-12 21:23:37 main:574] : INFO : Epoch 1592 | loss: 0.0311991 | val_loss: 0.0312008 | Time: 1191.62 ms [2022-04-12 21:23:38 main:574] : INFO : Epoch 1593 | loss: 0.0311992 | val_loss: 0.0312014 | Time: 1372.83 ms [2022-04-12 21:23:39 main:574] : INFO : Epoch 1594 | loss: 0.0311983 | val_loss: 0.0312031 | Time: 1277.27 ms [2022-04-12 21:23:41 main:574] : INFO : Epoch 1595 | loss: 0.031198 | val_loss: 0.0312026 | Time: 1164.71 ms [2022-04-12 21:23:42 main:574] : INFO : Epoch 1596 | loss: 0.0311981 | val_loss: 0.0311989 | Time: 1306.9 ms [2022-04-12 21:23:44 main:574] : INFO : Epoch 1597 | loss: 0.0311967 | val_loss: 0.0312001 | Time: 1274.42 ms [2022-04-12 21:23:45 main:574] : INFO : Epoch 1598 | loss: 0.0311971 | val_loss: 0.0312002 | Time: 1180.91 ms [2022-04-12 21:23:46 main:574] : INFO : Epoch 1599 | loss: 0.0311969 | val_loss: 0.0312007 | Time: 1321.5 ms [2022-04-12 21:23:47 main:574] : INFO : Epoch 1600 | loss: 0.0311973 | val_loss: 0.0311976 | Time: 1259.06 ms [2022-04-12 21:23:49 main:574] : INFO : Epoch 1601 | loss: 0.0311965 | val_loss: 0.0311971 | Time: 1180.99 ms [2022-04-12 21:23:50 main:574] : INFO : Epoch 1602 | loss: 0.0311966 | val_loss: 0.0311991 | Time: 1329.28 ms [2022-04-12 21:23:52 main:574] : INFO : Epoch 1603 | loss: 0.0311966 | val_loss: 0.0311979 | Time: 1278.13 ms [2022-04-12 21:23:53 main:574] : INFO : Epoch 1604 | loss: 0.0311979 | val_loss: 0.031197 | Time: 1169.99 ms [2022-04-12 21:23:54 main:574] : INFO : Epoch 1605 | loss: 0.0311971 | val_loss: 0.0311988 | Time: 1292.23 ms [2022-04-12 21:23:56 main:574] : INFO : Epoch 1606 | loss: 0.0311977 | val_loss: 0.0311978 | Time: 1247.23 ms [2022-04-12 21:23:57 main:574] : INFO : Epoch 1607 | loss: 0.0311983 | val_loss: 0.031197 | Time: 1179.01 ms [2022-04-12 21:23:58 main:574] : INFO : Epoch 1608 | loss: 0.0311985 | val_loss: 0.0311996 | Time: 1305.82 ms [2022-04-12 21:24:00 main:574] : INFO : Epoch 1609 | loss: 0.0312013 | val_loss: 0.0311995 | Time: 1286.05 ms [2022-04-12 21:24:01 main:574] : INFO : Epoch 1610 | loss: 0.0312008 | val_loss: 0.0311998 | Time: 1178.21 ms [2022-04-12 21:24:02 main:574] : INFO : Epoch 1611 | loss: 0.0311986 | val_loss: 0.0311954 | Time: 1303.71 ms [2022-04-12 21:24:04 main:574] : INFO : Epoch 1612 | loss: 0.0311981 | val_loss: 0.0311972 | Time: 1315.81 ms [2022-04-12 21:24:05 main:574] : INFO : Epoch 1613 | loss: 0.0311983 | val_loss: 0.031197 | Time: 1182.96 ms [2022-04-12 21:24:06 main:574] : INFO : Epoch 1614 | loss: 0.0311972 | val_loss: 0.0311963 | Time: 1303.64 ms [2022-04-12 21:24:08 main:574] : INFO : Epoch 1615 | loss: 0.0311976 | val_loss: 0.0311983 | Time: 1278.06 ms [2022-04-12 21:24:09 main:574] : INFO : Epoch 1616 | loss: 0.0311984 | val_loss: 0.0311965 | Time: 1160.95 ms [2022-04-12 21:24:10 main:574] : INFO : Epoch 1617 | loss: 0.0311984 | val_loss: 0.0311976 | Time: 1308.8 ms [2022-04-12 21:24:12 main:574] : INFO : Epoch 1618 | loss: 0.0312029 | val_loss: 0.0312029 | Time: 1307.32 ms [2022-04-12 21:24:13 main:574] : INFO : Epoch 1619 | loss: 0.031202 | val_loss: 0.0312032 | Time: 1158.36 ms [2022-04-12 21:24:14 main:574] : INFO : Epoch 1620 | loss: 0.0311986 | val_loss: 0.0312035 | Time: 1276.62 ms [2022-04-12 21:24:16 main:574] : INFO : Epoch 1621 | loss: 0.031201 | val_loss: 0.0311989 | Time: 1323.16 ms [2022-04-12 21:24:17 main:574] : INFO : Epoch 1622 | loss: 0.0311976 | val_loss: 0.0311999 | Time: 1160.74 ms [2022-04-12 21:24:19 main:574] : INFO : Epoch 1623 | loss: 0.031197 | val_loss: 0.0311989 | Time: 1265.46 ms [2022-04-12 21:24:20 main:574] : INFO : Epoch 1624 | loss: 0.0311988 | val_loss: 0.0311992 | Time: 1335.66 ms [2022-04-12 21:24:21 main:574] : INFO : Epoch 1625 | loss: 0.031198 | val_loss: 0.0312002 | Time: 1164.53 ms [2022-04-12 21:24:23 main:574] : INFO : Epoch 1626 | loss: 0.0311979 | val_loss: 0.031201 | Time: 1277.57 ms [2022-04-12 21:24:24 main:574] : INFO : Epoch 1627 | loss: 0.0311987 | val_loss: 0.0312002 | Time: 1330.48 ms [2022-04-12 21:24:25 main:574] : INFO : Epoch 1628 | loss: 0.0312027 | val_loss: 0.031208 | Time: 1193.07 ms [2022-04-12 21:24:27 main:574] : INFO : Epoch 1629 | loss: 0.0312005 | val_loss: 0.0312002 | Time: 1261.92 ms [2022-04-12 21:24:28 main:574] : INFO : Epoch 1630 | loss: 0.0311977 | val_loss: 0.0311998 | Time: 1343.31 ms [2022-04-12 21:24:29 main:574] : INFO : Epoch 1631 | loss: 0.0311975 | val_loss: 0.0311997 | Time: 1361.77 ms [2022-04-12 21:24:31 main:574] : INFO : Epoch 1632 | loss: 0.0311971 | val_loss: 0.0312011 | Time: 1233.3 ms [2022-04-12 21:24:32 main:574] : INFO : Epoch 1633 | loss: 0.0311983 | val_loss: 0.0312019 | Time: 1341.06 ms [2022-04-12 21:24:34 main:574] : INFO : Epoch 1634 | loss: 0.0311973 | val_loss: 0.0311991 | Time: 1235.44 ms [2022-04-12 21:24:35 main:574] : INFO : Epoch 1635 | loss: 0.0311965 | val_loss: 0.0312022 | Time: 1223.43 ms [2022-04-12 21:24:36 main:574] : INFO : Epoch 1636 | loss: 0.0311968 | val_loss: 0.0311988 | Time: 1327.62 ms [2022-04-12 21:24:38 main:574] : INFO : Epoch 1637 | loss: 0.0311966 | val_loss: 0.0311998 | Time: 1222.64 ms [2022-04-12 21:24:39 main:574] : INFO : Epoch 1638 | loss: 0.0311967 | val_loss: 0.0312021 | Time: 1210.58 ms [2022-04-12 21:24:40 main:574] : INFO : Epoch 1639 | loss: 0.0311966 | val_loss: 0.0311994 | Time: 1339.39 ms [2022-04-12 21:24:42 main:574] : INFO : Epoch 1640 | loss: 0.0311976 | val_loss: 0.0312001 | Time: 1247.57 ms [2022-04-12 21:24:43 main:574] : INFO : Epoch 1641 | loss: 0.0311965 | val_loss: 0.0312002 | Time: 1184.41 ms [2022-04-12 21:24:44 main:574] : INFO : Epoch 1642 | loss: 0.0311963 | val_loss: 0.0312037 | Time: 1322.83 ms [2022-04-12 21:24:46 main:574] : INFO : Epoch 1643 | loss: 0.0311986 | val_loss: 0.0312037 | Time: 1270.55 ms [2022-04-12 21:24:47 main:574] : INFO : Epoch 1644 | loss: 0.0311965 | val_loss: 0.0311993 | Time: 1166.26 ms [2022-04-12 21:24:49 main:574] : INFO : Epoch 1645 | loss: 0.0311964 | val_loss: 0.0311982 | Time: 1344.34 ms [2022-04-12 21:24:50 main:574] : INFO : Epoch 1646 | loss: 0.0311971 | val_loss: 0.0311995 | Time: 1282.89 ms [2022-04-12 21:24:51 main:574] : INFO : Epoch 1647 | loss: 0.0311978 | val_loss: 0.0311989 | Time: 1171.05 ms [2022-04-12 21:24:52 main:574] : INFO : Epoch 1648 | loss: 0.0311961 | val_loss: 0.0311983 | Time: 1328.53 ms [2022-04-12 21:24:54 main:574] : INFO : Epoch 1649 | loss: 0.0311964 | val_loss: 0.0311978 | Time: 1271.69 ms [2022-04-12 21:24:55 main:574] : INFO : Epoch 1650 | loss: 0.0311974 | val_loss: 0.0312052 | Time: 1184.22 ms [2022-04-12 21:24:57 main:574] : INFO : Epoch 1651 | loss: 0.0311984 | val_loss: 0.0312006 | Time: 1323.58 ms [2022-04-12 21:24:58 main:574] : INFO : Epoch 1652 | loss: 0.0311968 | val_loss: 0.0312001 | Time: 1291.99 ms [2022-04-12 21:24:59 main:574] : INFO : Epoch 1653 | loss: 0.0311972 | val_loss: 0.0312083 | Time: 1161.76 ms [2022-04-12 21:25:01 main:574] : INFO : Epoch 1654 | loss: 0.0311978 | val_loss: 0.0311993 | Time: 1316.11 ms [2022-04-12 21:25:02 main:574] : INFO : Epoch 1655 | loss: 0.0311963 | val_loss: 0.0311985 | Time: 1292.7 ms [2022-04-12 21:25:03 main:574] : INFO : Epoch 1656 | loss: 0.0311967 | val_loss: 0.0311983 | Time: 1173.06 ms [2022-04-12 21:25:05 main:574] : INFO : Epoch 1657 | loss: 0.0311964 | val_loss: 0.0312026 | Time: 1278.44 ms [2022-04-12 21:25:06 main:574] : INFO : Epoch 1658 | loss: 0.0311973 | val_loss: 0.0311985 | Time: 1305.77 ms [2022-04-12 21:25:07 main:574] : INFO : Epoch 1659 | loss: 0.0311976 | val_loss: 0.031198 | Time: 1144 ms [2022-04-12 21:25:09 main:574] : INFO : Epoch 1660 | loss: 0.0311956 | val_loss: 0.0311972 | Time: 1309.9 ms [2022-04-12 21:25:10 main:574] : INFO : Epoch 1661 | loss: 0.0311961 | val_loss: 0.0311981 | Time: 1295.59 ms [2022-04-12 21:25:12 main:574] : INFO : Epoch 1662 | loss: 0.031196 | val_loss: 0.0311988 | Time: 1175.14 ms [2022-04-12 21:25:13 main:574] : INFO : Epoch 1663 | loss: 0.0311976 | val_loss: 0.0312011 | Time: 1266.12 ms [2022-04-12 21:25:14 main:574] : INFO : Epoch 1664 | loss: 0.0312003 | val_loss: 0.0312 | Time: 1282.5 ms [2022-04-12 21:25:15 main:574] : INFO : Epoch 1665 | loss: 0.0312004 | val_loss: 0.0312007 | Time: 1165.45 ms [2022-04-12 21:25:17 main:574] : INFO : Epoch 1666 | loss: 0.0312002 | val_loss: 0.0311987 | Time: 1295.32 ms [2022-04-12 21:25:18 main:574] : INFO : Epoch 1667 | loss: 0.0311998 | val_loss: 0.0312008 | Time: 1304.88 ms [2022-04-12 21:25:20 main:574] : INFO : Epoch 1668 | loss: 0.0312006 | val_loss: 0.0311988 | Time: 1154.69 ms [2022-04-12 21:25:21 main:574] : INFO : Epoch 1669 | loss: 0.0311995 | val_loss: 0.0311997 | Time: 1292.89 ms [2022-04-12 21:25:22 main:574] : INFO : Epoch 1670 | loss: 0.0311977 | val_loss: 0.0311992 | Time: 1323.9 ms [2022-04-12 21:25:24 main:574] : INFO : Epoch 1671 | loss: 0.0311983 | val_loss: 0.0311976 | Time: 1194.11 ms [2022-04-12 21:25:25 main:574] : INFO : Epoch 1672 | loss: 0.0311979 | val_loss: 0.0311988 | Time: 1273.26 ms [2022-04-12 21:25:26 main:574] : INFO : Epoch 1673 | loss: 0.031197 | val_loss: 0.0311982 | Time: 1320.93 ms [2022-04-12 21:25:28 main:574] : INFO : Epoch 1674 | loss: 0.0312066 | val_loss: 0.031209 | Time: 1195.7 ms [2022-04-12 21:25:29 main:574] : INFO : Epoch 1675 | loss: 0.0312091 | val_loss: 0.0312062 | Time: 1248.16 ms [2022-04-12 21:25:31 main:574] : INFO : Epoch 1676 | loss: 0.0312046 | val_loss: 0.0312028 | Time: 1328.1 ms [2022-04-12 21:25:32 main:574] : INFO : Epoch 1677 | loss: 0.0312053 | val_loss: 0.0312034 | Time: 1188.05 ms [2022-04-12 21:25:33 main:574] : INFO : Epoch 1678 | loss: 0.0312023 | val_loss: 0.0312027 | Time: 1256.77 ms [2022-04-12 21:25:35 main:574] : INFO : Epoch 1679 | loss: 0.0311981 | val_loss: 0.031201 | Time: 1319.04 ms [2022-04-12 21:25:36 main:574] : INFO : Epoch 1680 | loss: 0.0311979 | val_loss: 0.0312008 | Time: 1261.51 ms [2022-04-12 21:25:37 main:574] : INFO : Epoch 1681 | loss: 0.0312005 | val_loss: 0.031203 | Time: 1241.39 ms [2022-04-12 21:25:39 main:574] : INFO : Epoch 1682 | loss: 0.0311999 | val_loss: 0.0312003 | Time: 1375.74 ms [2022-04-12 21:25:40 main:574] : INFO : Epoch 1683 | loss: 0.0311977 | val_loss: 0.0312011 | Time: 1283.41 ms [2022-04-12 21:25:41 main:574] : INFO : Epoch 1684 | loss: 0.0311979 | val_loss: 0.0312051 | Time: 1186.56 ms [2022-04-12 21:25:43 main:574] : INFO : Epoch 1685 | loss: 0.0311978 | val_loss: 0.0312006 | Time: 1309.24 ms [2022-04-12 21:25:44 main:574] : INFO : Epoch 1686 | loss: 0.0311971 | val_loss: 0.0312001 | Time: 1238.52 ms [2022-04-12 21:25:45 main:574] : INFO : Epoch 1687 | loss: 0.0311966 | val_loss: 0.0312007 | Time: 1179.38 ms [2022-04-12 21:25:47 main:574] : INFO : Epoch 1688 | loss: 0.0311963 | val_loss: 0.0312013 | Time: 1316.61 ms [2022-04-12 21:25:48 main:574] : INFO : Epoch 1689 | loss: 0.0311972 | val_loss: 0.0312005 | Time: 1263.43 ms [2022-04-12 21:25:50 main:574] : INFO : Epoch 1690 | loss: 0.0311991 | val_loss: 0.0312019 | Time: 1162.14 ms [2022-04-12 21:25:51 main:574] : INFO : Epoch 1691 | loss: 0.0312011 | val_loss: 0.031207 | Time: 1321.96 ms [2022-04-12 21:25:52 main:574] : INFO : Epoch 1692 | loss: 0.0311988 | val_loss: 0.0311995 | Time: 1254.63 ms [2022-04-12 21:25:53 main:574] : INFO : Epoch 1693 | loss: 0.0311975 | val_loss: 0.0312028 | Time: 1207.43 ms [2022-04-12 21:25:55 main:574] : INFO : Epoch 1694 | loss: 0.0311976 | val_loss: 0.0311989 | Time: 1351.47 ms [2022-04-12 21:25:56 main:574] : INFO : Epoch 1695 | loss: 0.0311988 | val_loss: 0.0312047 | Time: 1269.29 ms [2022-04-12 21:25:58 main:574] : INFO : Epoch 1696 | loss: 0.0312015 | val_loss: 0.0311986 | Time: 1183.19 ms [2022-04-12 21:25:59 main:574] : INFO : Epoch 1697 | loss: 0.0311964 | val_loss: 0.0312006 | Time: 1313.08 ms [2022-04-12 21:26:00 main:574] : INFO : Epoch 1698 | loss: 0.0311962 | val_loss: 0.0311991 | Time: 1295.56 ms [2022-04-12 21:26:02 main:574] : INFO : Epoch 1699 | loss: 0.0311972 | val_loss: 0.0311985 | Time: 1168.88 ms [2022-04-12 21:26:03 main:574] : INFO : Epoch 1700 | loss: 0.0311959 | val_loss: 0.0311994 | Time: 1321.83 ms [2022-04-12 21:26:04 main:574] : INFO : Epoch 1701 | loss: 0.0311976 | val_loss: 0.0311977 | Time: 1308.37 ms [2022-04-12 21:26:06 main:574] : INFO : Epoch 1702 | loss: 0.0311969 | val_loss: 0.0312004 | Time: 1168.7 ms [2022-04-12 21:26:07 main:574] : INFO : Epoch 1703 | loss: 0.0311983 | val_loss: 0.0311981 | Time: 1308.86 ms [2022-04-12 21:26:09 main:574] : INFO : Epoch 1704 | loss: 0.0311961 | val_loss: 0.0311986 | Time: 1341.19 ms [2022-04-12 21:26:10 main:574] : INFO : Epoch 1705 | loss: 0.031196 | val_loss: 0.031198 | Time: 1186.62 ms [2022-04-12 21:26:11 main:574] : INFO : Epoch 1706 | loss: 0.0311963 | val_loss: 0.0312008 | Time: 1274.08 ms [2022-04-12 21:26:13 main:574] : INFO : Epoch 1707 | loss: 0.0311964 | val_loss: 0.0312005 | Time: 1370.83 ms [2022-04-12 21:26:14 main:574] : INFO : Epoch 1708 | loss: 0.0311962 | val_loss: 0.0311984 | Time: 1240.47 ms [2022-04-12 21:26:16 main:574] : INFO : Epoch 1709 | loss: 0.0311964 | val_loss: 0.0312051 | Time: 1213.92 ms [2022-04-12 21:26:17 main:574] : INFO : Epoch 1710 | loss: 0.0311986 | val_loss: 0.0312007 | Time: 1326.44 ms [2022-04-12 21:26:18 main:574] : INFO : Epoch 1711 | loss: 0.0311973 | val_loss: 0.0311992 | Time: 1217.63 ms [2022-04-12 21:26:20 main:574] : INFO : Epoch 1712 | loss: 0.0312001 | val_loss: 0.0312048 | Time: 1212.26 ms [2022-04-12 21:26:21 main:574] : INFO : Epoch 1713 | loss: 0.0312052 | val_loss: 0.0312035 | Time: 1338.29 ms [2022-04-12 21:26:22 main:574] : INFO : Epoch 1714 | loss: 0.031201 | val_loss: 0.0312005 | Time: 1241.27 ms [2022-04-12 21:26:24 main:574] : INFO : Epoch 1715 | loss: 0.0311996 | val_loss: 0.0311976 | Time: 1198.44 ms [2022-04-12 21:26:25 main:574] : INFO : Epoch 1716 | loss: 0.0311981 | val_loss: 0.0311995 | Time: 1340.12 ms [2022-04-12 21:26:26 main:574] : INFO : Epoch 1717 | loss: 0.0311986 | val_loss: 0.0312013 | Time: 1256.18 ms [2022-04-12 21:26:28 main:574] : INFO : Epoch 1718 | loss: 0.0312019 | val_loss: 0.0312013 | Time: 1208.07 ms [2022-04-12 21:26:29 main:574] : INFO : Epoch 1719 | loss: 0.0312022 | val_loss: 0.031208 | Time: 1336.66 ms [2022-04-12 21:26:31 main:574] : INFO : Epoch 1720 | loss: 0.0312054 | val_loss: 0.031201 | Time: 1297.42 ms [2022-04-12 21:26:32 main:574] : INFO : Epoch 1721 | loss: 0.0311988 | val_loss: 0.031199 | Time: 1172.85 ms [2022-04-12 21:26:33 main:574] : INFO : Epoch 1722 | loss: 0.0311995 | val_loss: 0.0311991 | Time: 1330.09 ms [2022-04-12 21:26:35 main:574] : INFO : Epoch 1723 | loss: 0.0312 | val_loss: 0.0311999 | Time: 1342.26 ms [2022-04-12 21:26:36 main:574] : INFO : Epoch 1724 | loss: 0.0311994 | val_loss: 0.0312006 | Time: 1167.57 ms [2022-04-12 21:26:37 main:574] : INFO : Epoch 1725 | loss: 0.0311995 | val_loss: 0.0312016 | Time: 1303.48 ms [2022-04-12 21:26:39 main:574] : INFO : Epoch 1726 | loss: 0.031201 | val_loss: 0.0312015 | Time: 1351.97 ms [2022-04-12 21:26:40 main:574] : INFO : Epoch 1727 | loss: 0.0311999 | val_loss: 0.0312041 | Time: 1178.83 ms [2022-04-12 21:26:41 main:574] : INFO : Epoch 1728 | loss: 0.031199 | val_loss: 0.0312059 | Time: 1295.1 ms [2022-04-12 21:26:43 main:574] : INFO : Epoch 1729 | loss: 0.0312001 | val_loss: 0.0312059 | Time: 1318.58 ms [2022-04-12 21:26:44 main:574] : INFO : Epoch 1730 | loss: 0.0312005 | val_loss: 0.0312079 | Time: 1182.81 ms [2022-04-12 21:26:46 main:574] : INFO : Epoch 1731 | loss: 0.0311983 | val_loss: 0.0312006 | Time: 1274.59 ms [2022-04-12 21:26:47 main:574] : INFO : Epoch 1732 | loss: 0.0311992 | val_loss: 0.0311994 | Time: 1343.46 ms [2022-04-12 21:26:48 main:574] : INFO : Epoch 1733 | loss: 0.0311993 | val_loss: 0.0312038 | Time: 1197.29 ms [2022-04-12 21:26:50 main:574] : INFO : Epoch 1734 | loss: 0.0311993 | val_loss: 0.0311994 | Time: 1251.13 ms [2022-04-12 21:26:51 main:574] : INFO : Epoch 1735 | loss: 0.0312003 | val_loss: 0.0312032 | Time: 1352.29 ms [2022-04-12 21:26:52 main:574] : INFO : Epoch 1736 | loss: 0.031199 | val_loss: 0.031199 | Time: 1191.41 ms [2022-04-12 21:26:54 main:574] : INFO : Epoch 1737 | loss: 0.0312016 | val_loss: 0.0312193 | Time: 1264.15 ms [2022-04-12 21:26:55 main:574] : INFO : Epoch 1738 | loss: 0.0312037 | val_loss: 0.0311997 | Time: 1366.4 ms [2022-04-12 21:26:56 main:574] : INFO : Epoch 1739 | loss: 0.031198 | val_loss: 0.0311985 | Time: 1222.14 ms [2022-04-12 21:26:58 main:574] : INFO : Epoch 1740 | loss: 0.0311977 | val_loss: 0.031199 | Time: 1235.42 ms [2022-04-12 21:26:59 main:574] : INFO : Epoch 1741 | loss: 0.0311976 | val_loss: 0.0311996 | Time: 1343.88 ms [2022-04-12 21:27:01 main:574] : INFO : Epoch 1742 | loss: 0.0311975 | val_loss: 0.0311995 | Time: 1257.36 ms [2022-04-12 21:27:02 main:574] : INFO : Epoch 1743 | loss: 0.0311983 | val_loss: 0.0312043 | Time: 1219.96 ms [2022-04-12 21:27:03 main:574] : INFO : Epoch 1744 | loss: 0.0311988 | val_loss: 0.031199 | Time: 1328.71 ms [2022-04-12 21:27:05 main:574] : INFO : Epoch 1745 | loss: 0.0311992 | val_loss: 0.0311992 | Time: 1256.97 ms [2022-04-12 21:27:06 main:574] : INFO : Epoch 1746 | loss: 0.0311974 | val_loss: 0.0312004 | Time: 1203.99 ms [2022-04-12 21:27:07 main:574] : INFO : Epoch 1747 | loss: 0.0312003 | val_loss: 0.0312069 | Time: 1352.77 ms [2022-04-12 21:27:09 main:574] : INFO : Epoch 1748 | loss: 0.031201 | val_loss: 0.0312032 | Time: 1270.57 ms [2022-04-12 21:27:10 main:574] : INFO : Epoch 1749 | loss: 0.0311997 | val_loss: 0.0311982 | Time: 1175.88 ms [2022-04-12 21:27:12 main:574] : INFO : Epoch 1750 | loss: 0.0311986 | val_loss: 0.0311978 | Time: 1332.47 ms [2022-04-12 21:27:13 main:574] : INFO : Epoch 1751 | loss: 0.0311998 | val_loss: 0.0311995 | Time: 1296.5 ms [2022-04-12 21:27:14 main:574] : INFO : Epoch 1752 | loss: 0.0311996 | val_loss: 0.0312031 | Time: 1170.51 ms [2022-04-12 21:27:16 main:574] : INFO : Epoch 1753 | loss: 0.0312004 | val_loss: 0.0311996 | Time: 1311.59 ms [2022-04-12 21:27:17 main:574] : INFO : Epoch 1754 | loss: 0.0311979 | val_loss: 0.031199 | Time: 1262.73 ms [2022-04-12 21:27:18 main:574] : INFO : Epoch 1755 | loss: 0.0311971 | val_loss: 0.031198 | Time: 1175.67 ms [2022-04-12 21:27:20 main:574] : INFO : Epoch 1756 | loss: 0.031198 | val_loss: 0.0312 | Time: 1318.26 ms [2022-04-12 21:27:21 main:574] : INFO : Epoch 1757 | loss: 0.0311977 | val_loss: 0.0311982 | Time: 1294.08 ms [2022-04-12 21:27:22 main:574] : INFO : Epoch 1758 | loss: 0.0311976 | val_loss: 0.0312015 | Time: 1173.52 ms [2022-04-12 21:27:24 main:574] : INFO : Epoch 1759 | loss: 0.0312002 | val_loss: 0.0311971 | Time: 1299.5 ms [2022-04-12 21:27:25 main:574] : INFO : Epoch 1760 | loss: 0.031197 | val_loss: 0.0312012 | Time: 1311.46 ms [2022-04-12 21:27:26 main:574] : INFO : Epoch 1761 | loss: 0.0311981 | val_loss: 0.0311977 | Time: 1177.03 ms [2022-04-12 21:27:28 main:574] : INFO : Epoch 1762 | loss: 0.031197 | val_loss: 0.0311997 | Time: 1293.25 ms [2022-04-12 21:27:29 main:574] : INFO : Epoch 1763 | loss: 0.0311976 | val_loss: 0.0311979 | Time: 1309.12 ms [2022-04-12 21:27:30 main:574] : INFO : Epoch 1764 | loss: 0.0311976 | val_loss: 0.0311971 | Time: 1174.4 ms [2022-04-12 21:27:32 main:574] : INFO : Epoch 1765 | loss: 0.0311972 | val_loss: 0.031198 | Time: 1287.22 ms [2022-04-12 21:27:33 main:574] : INFO : Epoch 1766 | loss: 0.0311976 | val_loss: 0.0312008 | Time: 1353.87 ms [2022-04-12 21:27:35 main:574] : INFO : Epoch 1767 | loss: 0.0311978 | val_loss: 0.031197 | Time: 1201.71 ms [2022-04-12 21:27:36 main:574] : INFO : Epoch 1768 | loss: 0.031197 | val_loss: 0.0311964 | Time: 1268.48 ms [2022-04-12 21:27:37 main:574] : INFO : Epoch 1769 | loss: 0.0311965 | val_loss: 0.0311972 | Time: 1331.7 ms [2022-04-12 21:27:39 main:574] : INFO : Epoch 1770 | loss: 0.0311985 | val_loss: 0.0311983 | Time: 1215.88 ms [2022-04-12 21:27:40 main:574] : INFO : Epoch 1771 | loss: 0.0311987 | val_loss: 0.0311971 | Time: 1242.92 ms [2022-04-12 21:27:41 main:574] : INFO : Epoch 1772 | loss: 0.0311979 | val_loss: 0.0311979 | Time: 1332.33 ms [2022-04-12 21:27:43 main:574] : INFO : Epoch 1773 | loss: 0.0311994 | val_loss: 0.0311999 | Time: 1265.12 ms [2022-04-12 21:27:44 main:574] : INFO : Epoch 1774 | loss: 0.0311991 | val_loss: 0.0312016 | Time: 1190.1 ms [2022-04-12 21:27:46 main:574] : INFO : Epoch 1775 | loss: 0.0311994 | val_loss: 0.0311978 | Time: 1329.22 ms [2022-04-12 21:27:47 main:574] : INFO : Epoch 1776 | loss: 0.0311991 | val_loss: 0.031198 | Time: 1281.41 ms [2022-04-12 21:27:48 main:574] : INFO : Epoch 1777 | loss: 0.0311997 | val_loss: 0.0311978 | Time: 1176.12 ms [2022-04-12 21:27:50 main:574] : INFO : Epoch 1778 | loss: 0.0311986 | val_loss: 0.0311992 | Time: 1329.37 ms [2022-04-12 21:27:51 main:574] : INFO : Epoch 1779 | loss: 0.0312006 | val_loss: 0.0311993 | Time: 1268.8 ms [2022-04-12 21:27:52 main:574] : INFO : Epoch 1780 | loss: 0.0312005 | val_loss: 0.0311993 | Time: 1174.52 ms [2022-04-12 21:27:54 main:574] : INFO : Epoch 1781 | loss: 0.0311995 | val_loss: 0.0312013 | Time: 1279.64 ms [2022-04-12 21:27:55 main:574] : INFO : Epoch 1782 | loss: 0.0312014 | val_loss: 0.0312064 | Time: 1287.72 ms [2022-04-12 21:27:57 main:574] : INFO : Epoch 1783 | loss: 0.0312016 | val_loss: 0.0312002 | Time: 1180.87 ms [2022-04-12 21:27:58 main:574] : INFO : Epoch 1784 | loss: 0.0311988 | val_loss: 0.0312023 | Time: 1292.46 ms [2022-04-12 21:27:59 main:574] : INFO : Epoch 1785 | loss: 0.0312046 | val_loss: 0.0312076 | Time: 1298.77 ms [2022-04-12 21:28:01 main:574] : INFO : Epoch 1786 | loss: 0.031204 | val_loss: 0.0312023 | Time: 1175.06 ms [2022-04-12 21:28:02 main:574] : INFO : Epoch 1787 | loss: 0.0312009 | val_loss: 0.0312022 | Time: 1289.96 ms [2022-04-12 21:28:03 main:574] : INFO : Epoch 1788 | loss: 0.0311989 | val_loss: 0.0311977 | Time: 1326.64 ms [2022-04-12 21:28:05 main:574] : INFO : Epoch 1789 | loss: 0.0311983 | val_loss: 0.0311994 | Time: 1190.05 ms [2022-04-12 21:28:06 main:574] : INFO : Epoch 1790 | loss: 0.0311991 | val_loss: 0.0312038 | Time: 1261.75 ms [2022-04-12 21:28:08 main:574] : INFO : Epoch 1791 | loss: 0.0311996 | val_loss: 0.0311996 | Time: 1366.45 ms [2022-04-12 21:28:09 main:574] : INFO : Epoch 1792 | loss: 0.0311985 | val_loss: 0.0311988 | Time: 1203.16 ms [2022-04-12 21:28:10 main:574] : INFO : Epoch 1793 | loss: 0.0311978 | val_loss: 0.031206 | Time: 1255.05 ms [2022-04-12 21:28:12 main:574] : INFO : Epoch 1794 | loss: 0.0311991 | val_loss: 0.0311979 | Time: 1328.49 ms [2022-04-12 21:28:13 main:574] : INFO : Epoch 1795 | loss: 0.0311986 | val_loss: 0.0311991 | Time: 1201.43 ms [2022-04-12 21:28:14 main:574] : INFO : Epoch 1796 | loss: 0.0311983 | val_loss: 0.0311999 | Time: 1257.28 ms [2022-04-12 21:28:16 main:574] : INFO : Epoch 1797 | loss: 0.0311988 | val_loss: 0.0312029 | Time: 1352.93 ms [2022-04-12 21:28:17 main:574] : INFO : Epoch 1798 | loss: 0.0312037 | val_loss: 0.0312115 | Time: 1229.03 ms [2022-04-12 21:28:18 main:574] : INFO : Epoch 1799 | loss: 0.0312057 | val_loss: 0.0311999 | Time: 1210.27 ms [2022-04-12 21:28:20 main:574] : INFO : Epoch 1800 | loss: 0.0312002 | val_loss: 0.0311994 | Time: 1341.77 ms [2022-04-12 21:28:21 main:574] : INFO : Epoch 1801 | loss: 0.0311984 | val_loss: 0.0311977 | Time: 1240.16 ms [2022-04-12 21:28:22 main:574] : INFO : Epoch 1802 | loss: 0.0311986 | val_loss: 0.0311987 | Time: 1213.45 ms [2022-04-12 21:28:24 main:574] : INFO : Epoch 1803 | loss: 0.031199 | val_loss: 0.0312002 | Time: 1344.82 ms [2022-04-12 21:28:25 main:574] : INFO : Epoch 1804 | loss: 0.0311981 | val_loss: 0.0311982 | Time: 1249.16 ms [2022-04-12 21:28:27 main:574] : INFO : Epoch 1805 | loss: 0.0311991 | val_loss: 0.031199 | Time: 1184.99 ms [2022-04-12 21:28:28 main:574] : INFO : Epoch 1806 | loss: 0.0312036 | val_loss: 0.0312094 | Time: 1338.07 ms [2022-04-12 21:28:29 main:574] : INFO : Epoch 1807 | loss: 0.0312024 | val_loss: 0.0311984 | Time: 1258.13 ms [2022-04-12 21:28:31 main:574] : INFO : Epoch 1808 | loss: 0.0312033 | val_loss: 0.0312087 | Time: 1183.22 ms [2022-04-12 21:28:32 main:574] : INFO : Epoch 1809 | loss: 0.0312006 | val_loss: 0.0312011 | Time: 1315.52 ms [2022-04-12 21:28:33 main:574] : INFO : Epoch 1810 | loss: 0.0311992 | val_loss: 0.0311994 | Time: 1303.41 ms [2022-04-12 21:28:35 main:574] : INFO : Epoch 1811 | loss: 0.0311993 | val_loss: 0.0311965 | Time: 1171.58 ms [2022-04-12 21:28:36 main:574] : INFO : Epoch 1812 | loss: 0.0311978 | val_loss: 0.0311976 | Time: 1331.09 ms [2022-04-12 21:28:37 main:574] : INFO : Epoch 1813 | loss: 0.0312153 | val_loss: 0.0312347 | Time: 1262.32 ms [2022-04-12 21:28:39 main:574] : INFO : Epoch 1814 | loss: 0.0317767 | val_loss: 0.0326879 | Time: 1172.04 ms [2022-04-12 21:28:40 main:574] : INFO : Epoch 1815 | loss: 0.0324916 | val_loss: 0.0316295 | Time: 1318.91 ms [2022-04-12 21:28:42 main:574] : INFO : Epoch 1816 | loss: 0.0313389 | val_loss: 0.0312419 | Time: 1277.84 ms [2022-04-12 21:28:43 main:574] : INFO : Epoch 1817 | loss: 0.031228 | val_loss: 0.0312083 | Time: 1176.43 ms [2022-04-12 21:28:44 main:574] : INFO : Epoch 1818 | loss: 0.0312073 | val_loss: 0.031203 | Time: 1308.24 ms [2022-04-12 21:28:46 main:574] : INFO : Epoch 1819 | loss: 0.0312012 | val_loss: 0.0311978 | Time: 1311.37 ms [2022-04-12 21:28:47 main:574] : INFO : Epoch 1820 | loss: 0.0312049 | val_loss: 0.0312076 | Time: 1158.74 ms [2022-04-12 21:28:48 main:574] : INFO : Epoch 1821 | loss: 0.0312038 | val_loss: 0.0311992 | Time: 1281.6 ms [2022-04-12 21:28:50 main:574] : INFO : Epoch 1822 | loss: 0.0311995 | val_loss: 0.0311987 | Time: 1305.46 ms [2022-04-12 21:28:51 main:574] : INFO : Epoch 1823 | loss: 0.031198 | val_loss: 0.0311978 | Time: 1160.31 ms [2022-04-12 21:28:52 main:574] : INFO : Epoch 1824 | loss: 0.0311973 | val_loss: 0.0311973 | Time: 1272.33 ms [2022-04-12 21:28:54 main:574] : INFO : Epoch 1825 | loss: 0.0311988 | val_loss: 0.0311983 | Time: 1320.11 ms [2022-04-12 21:28:55 main:574] : INFO : Epoch 1826 | loss: 0.0311986 | val_loss: 0.031203 | Time: 1198.21 ms [2022-04-12 21:28:56 main:574] : INFO : Epoch 1827 | loss: 0.0311997 | val_loss: 0.0312058 | Time: 1261.91 ms [2022-04-12 21:28:58 main:574] : INFO : Epoch 1828 | loss: 0.0311999 | val_loss: 0.0311975 | Time: 1372.48 ms [2022-04-12 21:28:59 main:574] : INFO : Epoch 1829 | loss: 0.0311971 | val_loss: 0.031199 | Time: 1222.09 ms [2022-04-12 21:29:01 main:574] : INFO : Epoch 1830 | loss: 0.0311974 | val_loss: 0.0311967 | Time: 1241.72 ms [2022-04-12 21:29:02 main:574] : INFO : Epoch 1831 | loss: 0.0311969 | val_loss: 0.0311975 | Time: 1339.27 ms [2022-04-12 21:29:03 main:574] : INFO : Epoch 1832 | loss: 0.0311968 | val_loss: 0.0311971 | Time: 1230 ms [2022-04-12 21:29:05 main:574] : INFO : Epoch 1833 | loss: 0.0311966 | val_loss: 0.0311977 | Time: 1213.85 ms [2022-04-12 21:29:06 main:574] : INFO : Epoch 1834 | loss: 0.0311967 | val_loss: 0.0311985 | Time: 1336.23 ms [2022-04-12 21:29:08 main:574] : INFO : Epoch 1835 | loss: 0.0311977 | val_loss: 0.031197 | Time: 1250.98 ms [2022-04-12 21:29:09 main:574] : INFO : Epoch 1836 | loss: 0.0311973 | val_loss: 0.0311972 | Time: 1204 ms [2022-04-12 21:29:10 main:574] : INFO : Epoch 1837 | loss: 0.0311965 | val_loss: 0.0311985 | Time: 1351.92 ms [2022-04-12 21:29:12 main:574] : INFO : Epoch 1838 | loss: 0.0311987 | val_loss: 0.0311986 | Time: 1264.05 ms [2022-04-12 21:29:13 main:574] : INFO : Epoch 1839 | loss: 0.0311989 | val_loss: 0.0312011 | Time: 1172.56 ms [2022-04-12 21:29:14 main:574] : INFO : Epoch 1840 | loss: 0.0311973 | val_loss: 0.0311972 | Time: 1308.72 ms [2022-04-12 21:29:16 main:574] : INFO : Epoch 1841 | loss: 0.0311972 | val_loss: 0.0311992 | Time: 1261.99 ms [2022-04-12 21:29:17 main:574] : INFO : Epoch 1842 | loss: 0.0311969 | val_loss: 0.0311967 | Time: 1169.55 ms [2022-04-12 21:29:18 main:574] : INFO : Epoch 1843 | loss: 0.0311964 | val_loss: 0.0311974 | Time: 1336.85 ms [2022-04-12 21:29:20 main:574] : INFO : Epoch 1844 | loss: 0.031196 | val_loss: 0.0311968 | Time: 1300.35 ms [2022-04-12 21:29:21 main:574] : INFO : Epoch 1845 | loss: 0.0311963 | val_loss: 0.0311965 | Time: 1171.52 ms [2022-04-12 21:29:23 main:574] : INFO : Epoch 1846 | loss: 0.0311963 | val_loss: 0.0311964 | Time: 1296.05 ms [2022-04-12 21:29:24 main:574] : INFO : Epoch 1847 | loss: 0.0311959 | val_loss: 0.0311973 | Time: 1305.29 ms [2022-04-12 21:29:25 main:574] : INFO : Epoch 1848 | loss: 0.0311969 | val_loss: 0.0311976 | Time: 1171.85 ms [2022-04-12 21:29:27 main:574] : INFO : Epoch 1849 | loss: 0.0311969 | val_loss: 0.0311969 | Time: 1272.66 ms [2022-04-12 21:29:28 main:574] : INFO : Epoch 1850 | loss: 0.0311961 | val_loss: 0.0311965 | Time: 1301.38 ms [2022-04-12 21:29:29 main:574] : INFO : Epoch 1851 | loss: 0.0311967 | val_loss: 0.0311969 | Time: 1157.13 ms [2022-04-12 21:29:31 main:574] : INFO : Epoch 1852 | loss: 0.0311956 | val_loss: 0.0311976 | Time: 1274.2 ms [2022-04-12 21:29:32 main:574] : INFO : Epoch 1853 | loss: 0.0311962 | val_loss: 0.0311986 | Time: 1333.33 ms [2022-04-12 21:29:33 main:574] : INFO : Epoch 1854 | loss: 0.0311974 | val_loss: 0.0311961 | Time: 1186.64 ms [2022-04-12 21:29:35 main:574] : INFO : Epoch 1855 | loss: 0.0311961 | val_loss: 0.0311983 | Time: 1283.93 ms [2022-04-12 21:29:36 main:574] : INFO : Epoch 1856 | loss: 0.0311969 | val_loss: 0.0311969 | Time: 1311.54 ms [2022-04-12 21:29:37 main:574] : INFO : Epoch 1857 | loss: 0.0311958 | val_loss: 0.0311963 | Time: 1156.71 ms [2022-04-12 21:29:39 main:574] : INFO : Epoch 1858 | loss: 0.0311963 | val_loss: 0.0312011 | Time: 1295.97 ms [2022-04-12 21:29:40 main:574] : INFO : Epoch 1859 | loss: 0.0311976 | val_loss: 0.0311994 | Time: 1325.41 ms [2022-04-12 21:29:41 main:574] : INFO : Epoch 1860 | loss: 0.0311961 | val_loss: 0.0311965 | Time: 1183.65 ms [2022-04-12 21:29:43 main:574] : INFO : Epoch 1861 | loss: 0.0311959 | val_loss: 0.0311974 | Time: 1272.38 ms [2022-04-12 21:29:44 main:574] : INFO : Epoch 1862 | loss: 0.0311956 | val_loss: 0.0312009 | Time: 1326.53 ms [2022-04-12 21:29:46 main:574] : INFO : Epoch 1863 | loss: 0.0311984 | val_loss: 0.0311999 | Time: 1202.25 ms [2022-04-12 21:29:47 main:574] : INFO : Epoch 1864 | loss: 0.0311976 | val_loss: 0.0311981 | Time: 1239.14 ms [2022-04-12 21:29:48 main:574] : INFO : Epoch 1865 | loss: 0.0311967 | val_loss: 0.0311998 | Time: 1342.01 ms [2022-04-12 21:29:50 main:574] : INFO : Epoch 1866 | loss: 0.0311986 | val_loss: 0.0312001 | Time: 1187.33 ms [2022-04-12 21:29:51 main:574] : INFO : Epoch 1867 | loss: 0.0311979 | val_loss: 0.0311971 | Time: 1243.95 ms [2022-04-12 21:29:52 main:574] : INFO : Epoch 1868 | loss: 0.0311962 | val_loss: 0.0311968 | Time: 1319.36 ms [2022-04-12 21:29:54 main:574] : INFO : Epoch 1869 | loss: 0.0311963 | val_loss: 0.0311978 | Time: 1214.86 ms [2022-04-12 21:29:55 main:574] : INFO : Epoch 1870 | loss: 0.0311975 | val_loss: 0.0311966 | Time: 1224.18 ms [2022-04-12 21:29:56 main:574] : INFO : Epoch 1871 | loss: 0.0311971 | val_loss: 0.0311983 | Time: 1344.3 ms [2022-04-12 21:29:58 main:574] : INFO : Epoch 1872 | loss: 0.0311974 | val_loss: 0.0311998 | Time: 1236.02 ms [2022-04-12 21:29:59 main:574] : INFO : Epoch 1873 | loss: 0.0311983 | val_loss: 0.0311988 | Time: 1236.67 ms [2022-04-12 21:30:00 main:574] : INFO : Epoch 1874 | loss: 0.0311969 | val_loss: 0.0311965 | Time: 1337.2 ms [2022-04-12 21:30:02 main:574] : INFO : Epoch 1875 | loss: 0.031196 | val_loss: 0.0311982 | Time: 1242.45 ms [2022-04-12 21:30:03 main:574] : INFO : Epoch 1876 | loss: 0.0311955 | val_loss: 0.031197 | Time: 1193.21 ms [2022-04-12 21:30:05 main:574] : INFO : Epoch 1877 | loss: 0.0311958 | val_loss: 0.0312005 | Time: 1305.65 ms [2022-04-12 21:30:06 main:574] : INFO : Epoch 1878 | loss: 0.031197 | val_loss: 0.0311978 | Time: 1244.45 ms [2022-04-12 21:30:07 main:574] : INFO : Epoch 1879 | loss: 0.0311967 | val_loss: 0.0311978 | Time: 1212.66 ms [2022-04-12 21:30:09 main:574] : INFO : Epoch 1880 | loss: 0.031197 | val_loss: 0.0311983 | Time: 1315.47 ms [2022-04-12 21:30:10 main:574] : INFO : Epoch 1881 | loss: 0.0311964 | val_loss: 0.031197 | Time: 1265.98 ms [2022-04-12 21:30:11 main:574] : INFO : Epoch 1882 | loss: 0.0311965 | val_loss: 0.0311996 | Time: 1166.35 ms [2022-04-12 21:30:13 main:574] : INFO : Epoch 1883 | loss: 0.031196 | val_loss: 0.0311977 | Time: 1325.84 ms [2022-04-12 21:30:14 main:574] : INFO : Epoch 1884 | loss: 0.0311959 | val_loss: 0.0311979 | Time: 1284.41 ms [2022-04-12 21:30:15 main:574] : INFO : Epoch 1885 | loss: 0.031196 | val_loss: 0.0311967 | Time: 1168.95 ms [2022-04-12 21:30:17 main:574] : INFO : Epoch 1886 | loss: 0.0311962 | val_loss: 0.0311968 | Time: 1316.04 ms [2022-04-12 21:30:18 main:574] : INFO : Epoch 1887 | loss: 0.0311963 | val_loss: 0.0311979 | Time: 1275.35 ms [2022-04-12 21:30:19 main:574] : INFO : Epoch 1888 | loss: 0.0311968 | val_loss: 0.0312007 | Time: 1161.98 ms [2022-04-12 21:30:21 main:574] : INFO : Epoch 1889 | loss: 0.0311972 | val_loss: 0.0311972 | Time: 1298.6 ms [2022-04-12 21:30:22 main:574] : INFO : Epoch 1890 | loss: 0.0311958 | val_loss: 0.0311972 | Time: 1286.98 ms [2022-04-12 21:30:24 main:574] : INFO : Epoch 1891 | loss: 0.0311969 | val_loss: 0.0311978 | Time: 1161.38 ms [2022-04-12 21:30:25 main:574] : INFO : Epoch 1892 | loss: 0.0311968 | val_loss: 0.0311978 | Time: 1313.85 ms [2022-04-12 21:30:26 main:574] : INFO : Epoch 1893 | loss: 0.0311963 | val_loss: 0.0311972 | Time: 1287.21 ms [2022-04-12 21:30:28 main:574] : INFO : Epoch 1894 | loss: 0.0311955 | val_loss: 0.0311972 | Time: 1152.3 ms [2022-04-12 21:30:29 main:574] : INFO : Epoch 1895 | loss: 0.0311971 | val_loss: 0.0311986 | Time: 1292.93 ms [2022-04-12 21:30:30 main:574] : INFO : Epoch 1896 | loss: 0.0311962 | val_loss: 0.0311972 | Time: 1307.81 ms [2022-04-12 21:30:32 main:574] : INFO : Epoch 1897 | loss: 0.0311969 | val_loss: 0.0311998 | Time: 1174.33 ms [2022-04-12 21:30:33 main:574] : INFO : Epoch 1898 | loss: 0.031197 | val_loss: 0.0311995 | Time: 1279.31 ms [2022-04-12 21:30:34 main:574] : INFO : Epoch 1899 | loss: 0.0311959 | val_loss: 0.031197 | Time: 1298.88 ms [2022-04-12 21:30:36 main:574] : INFO : Epoch 1900 | loss: 0.0311969 | val_loss: 0.0311986 | Time: 1159.77 ms [2022-04-12 21:30:37 main:574] : INFO : Epoch 1901 | loss: 0.0311965 | val_loss: 0.0312005 | Time: 1278.83 ms [2022-04-12 21:30:39 main:574] : INFO : Epoch 1902 | loss: 0.0311962 | val_loss: 0.0311981 | Time: 1351.68 ms [2022-04-12 21:30:40 main:574] : INFO : Epoch 1903 | loss: 0.0311957 | val_loss: 0.0311976 | Time: 1189.66 ms [2022-04-12 21:30:41 main:574] : INFO : Epoch 1904 | loss: 0.0311954 | val_loss: 0.0311975 | Time: 1272.06 ms [2022-04-12 21:30:43 main:574] : INFO : Epoch 1905 | loss: 0.0311957 | val_loss: 0.0311985 | Time: 1359.96 ms [2022-04-12 21:30:44 main:574] : INFO : Epoch 1906 | loss: 0.0311969 | val_loss: 0.0312001 | Time: 1210.95 ms [2022-04-12 21:30:45 main:574] : INFO : Epoch 1907 | loss: 0.0311988 | val_loss: 0.0312015 | Time: 1226.64 ms [2022-04-12 21:30:47 main:574] : INFO : Epoch 1908 | loss: 0.0311972 | val_loss: 0.031198 | Time: 1337.26 ms [2022-04-12 21:30:48 main:574] : INFO : Epoch 1909 | loss: 0.0311959 | val_loss: 0.0311971 | Time: 1224.57 ms [2022-04-12 21:30:49 main:574] : INFO : Epoch 1910 | loss: 0.031196 | val_loss: 0.0311981 | Time: 1195.78 ms [2022-04-12 21:30:51 main:574] : INFO : Epoch 1911 | loss: 0.0311978 | val_loss: 0.0311989 | Time: 1323.62 ms [2022-04-12 21:30:52 main:574] : INFO : Epoch 1912 | loss: 0.0311984 | val_loss: 0.0311987 | Time: 1208.4 ms [2022-04-12 21:30:53 main:574] : INFO : Epoch 1913 | loss: 0.0311994 | val_loss: 0.0311978 | Time: 1201.04 ms [2022-04-12 21:30:55 main:574] : INFO : Epoch 1914 | loss: 0.0311983 | val_loss: 0.0311992 | Time: 1339.92 ms [2022-04-12 21:30:56 main:574] : INFO : Epoch 1915 | loss: 0.0311983 | val_loss: 0.0311971 | Time: 1235.92 ms [2022-04-12 21:30:58 main:574] : INFO : Epoch 1916 | loss: 0.0311981 | val_loss: 0.0311971 | Time: 1199.33 ms [2022-04-12 21:30:59 main:574] : INFO : Epoch 1917 | loss: 0.0311993 | val_loss: 0.0311988 | Time: 1325.63 ms [2022-04-12 21:31:00 main:574] : INFO : Epoch 1918 | loss: 0.0311997 | val_loss: 0.0311968 | Time: 1275.8 ms [2022-04-12 21:31:02 main:574] : INFO : Epoch 1919 | loss: 0.0311977 | val_loss: 0.0311966 | Time: 1185.37 ms [2022-04-12 21:31:03 main:574] : INFO : Epoch 1920 | loss: 0.0312006 | val_loss: 0.0311967 | Time: 1329.53 ms [2022-04-12 21:31:04 main:574] : INFO : Epoch 1921 | loss: 0.0311982 | val_loss: 0.0311973 | Time: 1301.18 ms [2022-04-12 21:31:06 main:574] : INFO : Epoch 1922 | loss: 0.0311989 | val_loss: 0.0311978 | Time: 1171.48 ms [2022-04-12 21:31:07 main:574] : INFO : Epoch 1923 | loss: 0.031197 | val_loss: 0.0312 | Time: 1307.8 ms [2022-04-12 21:31:09 main:574] : INFO : Epoch 1924 | loss: 0.0311991 | val_loss: 0.0311984 | Time: 1299.93 ms [2022-04-12 21:31:10 main:574] : INFO : Epoch 1925 | loss: 0.0311978 | val_loss: 0.0311972 | Time: 1157.39 ms [2022-04-12 21:31:11 main:574] : INFO : Epoch 1926 | loss: 0.0311971 | val_loss: 0.0311975 | Time: 1269.18 ms [2022-04-12 21:31:13 main:574] : INFO : Epoch 1927 | loss: 0.0311971 | val_loss: 0.0311971 | Time: 1291.14 ms [2022-04-12 21:31:14 main:574] : INFO : Epoch 1928 | loss: 0.0311975 | val_loss: 0.0311984 | Time: 1159.81 ms [2022-04-12 21:31:15 main:574] : INFO : Epoch 1929 | loss: 0.0311971 | val_loss: 0.0311966 | Time: 1291.4 ms [2022-04-12 21:31:17 main:574] : INFO : Epoch 1930 | loss: 0.0311976 | val_loss: 0.0312009 | Time: 1328.59 ms [2022-04-12 21:31:18 main:574] : INFO : Epoch 1931 | loss: 0.0312005 | val_loss: 0.031201 | Time: 1187.56 ms [2022-04-12 21:31:19 main:574] : INFO : Epoch 1932 | loss: 0.0312014 | val_loss: 0.0312012 | Time: 1277.19 ms [2022-04-12 21:31:21 main:574] : INFO : Epoch 1933 | loss: 0.0311992 | val_loss: 0.0311984 | Time: 1314.27 ms [2022-04-12 21:31:22 main:574] : INFO : Epoch 1934 | loss: 0.0311981 | val_loss: 0.0311998 | Time: 1213.81 ms [2022-04-12 21:31:24 main:574] : INFO : Epoch 1935 | loss: 0.0311986 | val_loss: 0.0311978 | Time: 1247.29 ms [2022-04-12 21:31:25 main:574] : INFO : Epoch 1936 | loss: 0.0311984 | val_loss: 0.0311991 | Time: 1336.64 ms [2022-04-12 21:31:26 main:574] : INFO : Epoch 1937 | loss: 0.0311971 | val_loss: 0.0311972 | Time: 1221.08 ms [2022-04-12 21:31:28 main:574] : INFO : Epoch 1938 | loss: 0.0311967 | val_loss: 0.0311974 | Time: 1220.65 ms [2022-04-12 21:31:29 main:574] : INFO : Epoch 1939 | loss: 0.031197 | val_loss: 0.0311974 | Time: 1367.05 ms [2022-04-12 21:31:30 main:574] : INFO : Epoch 1940 | loss: 0.0311977 | val_loss: 0.0311976 | Time: 1237.32 ms [2022-04-12 21:31:32 main:574] : INFO : Epoch 1941 | loss: 0.0311974 | val_loss: 0.0312032 | Time: 1206.6 ms [2022-04-12 21:31:33 main:574] : INFO : Epoch 1942 | loss: 0.0311996 | val_loss: 0.0311977 | Time: 1355.53 ms [2022-04-12 21:31:35 main:574] : INFO : Epoch 1943 | loss: 0.0311975 | val_loss: 0.0312006 | Time: 1267.22 ms [2022-04-12 21:31:36 main:574] : INFO : Epoch 1944 | loss: 0.0311981 | val_loss: 0.0311986 | Time: 1182.2 ms [2022-04-12 21:31:37 main:574] : INFO : Epoch 1945 | loss: 0.0311975 | val_loss: 0.0311972 | Time: 1352.02 ms [2022-04-12 21:31:39 main:574] : INFO : Epoch 1946 | loss: 0.0311972 | val_loss: 0.0311988 | Time: 1300.11 ms [2022-04-12 21:31:40 main:574] : INFO : Epoch 1947 | loss: 0.0311973 | val_loss: 0.0311967 | Time: 1163.88 ms [2022-04-12 21:31:41 main:574] : INFO : Epoch 1948 | loss: 0.0311982 | val_loss: 0.0312011 | Time: 1304.18 ms [2022-04-12 21:31:43 main:574] : INFO : Epoch 1949 | loss: 0.0311983 | val_loss: 0.0311996 | Time: 1312.06 ms [2022-04-12 21:31:44 main:574] : INFO : Epoch 1950 | loss: 0.0311974 | val_loss: 0.0312002 | Time: 1196.55 ms [2022-04-12 21:31:46 main:574] : INFO : Epoch 1951 | loss: 0.0311979 | val_loss: 0.0312005 | Time: 1317.19 ms [2022-04-12 21:31:47 main:574] : INFO : Epoch 1952 | loss: 0.0311999 | val_loss: 0.0311987 | Time: 1329.35 ms [2022-04-12 21:31:48 main:574] : INFO : Epoch 1953 | loss: 0.0312 | val_loss: 0.0311974 | Time: 1215.32 ms [2022-04-12 21:31:50 main:574] : INFO : Epoch 1954 | loss: 0.0311973 | val_loss: 0.0312003 | Time: 1238.57 ms [2022-04-12 21:31:51 main:574] : INFO : Epoch 1955 | loss: 0.0311999 | val_loss: 0.0311995 | Time: 1344.14 ms [2022-04-12 21:31:53 main:574] : INFO : Epoch 1956 | loss: 0.0311989 | val_loss: 0.0311997 | Time: 1235.48 ms [2022-04-12 21:31:54 main:574] : INFO : Epoch 1957 | loss: 0.0312001 | val_loss: 0.0311978 | Time: 1205.77 ms [2022-04-12 21:31:55 main:574] : INFO : Epoch 1958 | loss: 0.0311971 | val_loss: 0.0311964 | Time: 1342.2 ms [2022-04-12 21:31:57 main:574] : INFO : Epoch 1959 | loss: 0.0311965 | val_loss: 0.0311969 | Time: 1264.6 ms [2022-04-12 21:31:58 main:574] : INFO : Epoch 1960 | loss: 0.0311975 | val_loss: 0.0311963 | Time: 1183.14 ms [2022-04-12 21:31:59 main:574] : INFO : Epoch 1961 | loss: 0.0311968 | val_loss: 0.0312032 | Time: 1325.57 ms [2022-04-12 21:32:01 main:574] : INFO : Epoch 1962 | loss: 0.0311973 | val_loss: 0.0311959 | Time: 1252.04 ms [2022-04-12 21:32:02 main:574] : INFO : Epoch 1963 | loss: 0.0311961 | val_loss: 0.031197 | Time: 1186.97 ms [2022-04-12 21:32:03 main:574] : INFO : Epoch 1964 | loss: 0.0311963 | val_loss: 0.0311972 | Time: 1306.38 ms [2022-04-12 21:32:05 main:574] : INFO : Epoch 1965 | loss: 0.0311991 | val_loss: 0.0312024 | Time: 1244.26 ms [2022-04-12 21:32:06 main:574] : INFO : Epoch 1966 | loss: 0.0311993 | val_loss: 0.0311975 | Time: 1197.59 ms [2022-04-12 21:32:07 main:574] : INFO : Epoch 1967 | loss: 0.0311976 | val_loss: 0.0312025 | Time: 1341.3 ms [2022-04-12 21:32:09 main:574] : INFO : Epoch 1968 | loss: 0.0311984 | val_loss: 0.0312015 | Time: 1273.98 ms [2022-04-12 21:32:10 main:574] : INFO : Epoch 1969 | loss: 0.0312002 | val_loss: 0.0311996 | Time: 1178.23 ms [2022-04-12 21:32:12 main:574] : INFO : Epoch 1970 | loss: 0.0311978 | val_loss: 0.0311966 | Time: 1295.87 ms [2022-04-12 21:32:13 main:574] : INFO : Epoch 1971 | loss: 0.0311969 | val_loss: 0.0311961 | Time: 1267.72 ms [2022-04-12 21:32:14 main:574] : INFO : Epoch 1972 | loss: 0.0311962 | val_loss: 0.0311964 | Time: 1184.05 ms [2022-04-12 21:32:16 main:574] : INFO : Epoch 1973 | loss: 0.031196 | val_loss: 0.0311964 | Time: 1348.09 ms [2022-04-12 21:32:17 main:574] : INFO : Epoch 1974 | loss: 0.0311961 | val_loss: 0.0311956 | Time: 1277.22 ms [2022-04-12 21:32:18 main:574] : INFO : Epoch 1975 | loss: 0.0311977 | val_loss: 0.0311958 | Time: 1172.02 ms [2022-04-12 21:32:20 main:574] : INFO : Epoch 1976 | loss: 0.0311969 | val_loss: 0.0311964 | Time: 1309.23 ms [2022-04-12 21:32:21 main:574] : INFO : Epoch 1977 | loss: 0.0311966 | val_loss: 0.0311966 | Time: 1302.19 ms [2022-04-12 21:32:22 main:574] : INFO : Epoch 1978 | loss: 0.0311969 | val_loss: 0.0311962 | Time: 1161.84 ms [2022-04-12 21:32:24 main:574] : INFO : Epoch 1979 | loss: 0.0311976 | val_loss: 0.0311966 | Time: 1279.64 ms [2022-04-12 21:32:25 main:574] : INFO : Epoch 1980 | loss: 0.0311962 | val_loss: 0.031205 | Time: 1308.42 ms [2022-04-12 21:32:26 main:574] : INFO : Epoch 1981 | loss: 0.0311976 | val_loss: 0.0311973 | Time: 1167.86 ms [2022-04-12 21:32:28 main:574] : INFO : Epoch 1982 | loss: 0.0311965 | val_loss: 0.0312 | Time: 1295.9 ms [2022-04-12 21:32:29 main:574] : INFO : Epoch 1983 | loss: 0.0311975 | val_loss: 0.0311962 | Time: 1283.7 ms [2022-04-12 21:32:31 main:574] : INFO : Epoch 1984 | loss: 0.0311965 | val_loss: 0.031196 | Time: 1185.97 ms [2022-04-12 21:32:32 main:574] : INFO : Epoch 1985 | loss: 0.0311966 | val_loss: 0.0311987 | Time: 1260.35 ms [2022-04-12 21:32:33 main:574] : INFO : Epoch 1986 | loss: 0.0311978 | val_loss: 0.0311966 | Time: 1326.48 ms [2022-04-12 21:32:35 main:574] : INFO : Epoch 1987 | loss: 0.0311972 | val_loss: 0.0311967 | Time: 1188.6 ms [2022-04-12 21:32:36 main:574] : INFO : Epoch 1988 | loss: 0.0311964 | val_loss: 0.0311971 | Time: 1254.03 ms [2022-04-12 21:32:37 main:574] : INFO : Epoch 1989 | loss: 0.0311959 | val_loss: 0.031197 | Time: 1332.5 ms [2022-04-12 21:32:39 main:574] : INFO : Epoch 1990 | loss: 0.0311961 | val_loss: 0.0311963 | Time: 1180.57 ms [2022-04-12 21:32:40 main:574] : INFO : Epoch 1991 | loss: 0.0311973 | val_loss: 0.0311992 | Time: 1274.51 ms [2022-04-12 21:32:41 main:574] : INFO : Epoch 1992 | loss: 0.0311962 | val_loss: 0.0311959 | Time: 1296.44 ms [2022-04-12 21:32:43 main:574] : INFO : Epoch 1993 | loss: 0.0311962 | val_loss: 0.0311968 | Time: 1195.76 ms [2022-04-12 21:32:44 main:574] : INFO : Epoch 1994 | loss: 0.0311964 | val_loss: 0.0311996 | Time: 1257.71 ms [2022-04-12 21:32:45 main:574] : INFO : Epoch 1995 | loss: 0.0311985 | val_loss: 0.0311971 | Time: 1323.73 ms [2022-04-12 21:32:47 main:574] : INFO : Epoch 1996 | loss: 0.0311993 | val_loss: 0.0311997 | Time: 1199.56 ms [2022-04-12 21:32:48 main:574] : INFO : Epoch 1997 | loss: 0.0311969 | val_loss: 0.0311979 | Time: 1247.38 ms [2022-04-12 21:32:50 main:574] : INFO : Epoch 1998 | loss: 0.0311979 | val_loss: 0.0311979 | Time: 1327.33 ms [2022-04-12 21:32:51 main:574] : INFO : Epoch 1999 | loss: 0.0311961 | val_loss: 0.0311981 | Time: 1232.72 ms [2022-04-12 21:32:52 main:574] : INFO : Epoch 2000 | loss: 0.0311969 | val_loss: 0.0311974 | Time: 1221.41 ms [2022-04-12 21:32:54 main:574] : INFO : Epoch 2001 | loss: 0.0311956 | val_loss: 0.0311952 | Time: 1344.69 ms [2022-04-12 21:32:55 main:574] : INFO : Epoch 2002 | loss: 0.0311956 | val_loss: 0.0311956 | Time: 1245.38 ms [2022-04-12 21:32:56 main:574] : INFO : Epoch 2003 | loss: 0.0311958 | val_loss: 0.0311956 | Time: 1198.99 ms [2022-04-12 21:32:58 main:574] : INFO : Epoch 2004 | loss: 0.0311968 | val_loss: 0.0311983 | Time: 1333.46 ms [2022-04-12 21:32:59 main:574] : INFO : Epoch 2005 | loss: 0.0311972 | val_loss: 0.0312005 | Time: 1272.91 ms [2022-04-12 21:33:00 main:574] : INFO : Epoch 2006 | loss: 0.0311986 | val_loss: 0.0311975 | Time: 1186.23 ms [2022-04-12 21:33:02 main:574] : INFO : Epoch 2007 | loss: 0.0311966 | val_loss: 0.0311972 | Time: 1302.71 ms [2022-04-12 21:33:03 main:574] : INFO : Epoch 2008 | loss: 0.031196 | val_loss: 0.031196 | Time: 1277.52 ms [2022-04-12 21:33:05 main:574] : INFO : Epoch 2009 | loss: 0.0311957 | val_loss: 0.0311962 | Time: 1168.02 ms [2022-04-12 21:33:06 main:574] : INFO : Epoch 2010 | loss: 0.0311962 | val_loss: 0.0311958 | Time: 1302.26 ms [2022-04-12 21:33:07 main:574] : INFO : Epoch 2011 | loss: 0.0311968 | val_loss: 0.0311968 | Time: 1291.89 ms [2022-04-12 21:33:09 main:574] : INFO : Epoch 2012 | loss: 0.0311968 | val_loss: 0.0311974 | Time: 1160.7 ms [2022-04-12 21:33:10 main:574] : INFO : Epoch 2013 | loss: 0.0311968 | val_loss: 0.0311961 | Time: 1294.98 ms [2022-04-12 21:33:11 main:574] : INFO : Epoch 2014 | loss: 0.0311969 | val_loss: 0.0311964 | Time: 1305.78 ms [2022-04-12 21:33:13 main:574] : INFO : Epoch 2015 | loss: 0.0312012 | val_loss: 0.0312023 | Time: 1163.8 ms [2022-04-12 21:33:14 main:574] : INFO : Epoch 2016 | loss: 0.031199 | val_loss: 0.0312074 | Time: 1265.19 ms [2022-04-12 21:33:15 main:574] : INFO : Epoch 2017 | loss: 0.0311977 | val_loss: 0.031197 | Time: 1320.37 ms [2022-04-12 21:33:17 main:574] : INFO : Epoch 2018 | loss: 0.0311993 | val_loss: 0.0311983 | Time: 1167.85 ms [2022-04-12 21:33:18 main:574] : INFO : Epoch 2019 | loss: 0.031198 | val_loss: 0.0311968 | Time: 1290.05 ms [2022-04-12 21:33:20 main:574] : INFO : Epoch 2020 | loss: 0.0311965 | val_loss: 0.0311978 | Time: 1320.69 ms [2022-04-12 21:33:21 main:574] : INFO : Epoch 2021 | loss: 0.0311982 | val_loss: 0.0311968 | Time: 1186.36 ms [2022-04-12 21:33:22 main:574] : INFO : Epoch 2022 | loss: 0.031196 | val_loss: 0.0311963 | Time: 1288.77 ms [2022-04-12 21:33:24 main:574] : INFO : Epoch 2023 | loss: 0.0311966 | val_loss: 0.0311961 | Time: 1329.38 ms [2022-04-12 21:33:25 main:574] : INFO : Epoch 2024 | loss: 0.0311966 | val_loss: 0.0311988 | Time: 1216.65 ms [2022-04-12 21:33:26 main:574] : INFO : Epoch 2025 | loss: 0.0311962 | val_loss: 0.0311967 | Time: 1238.63 ms [2022-04-12 21:33:28 main:574] : INFO : Epoch 2026 | loss: 0.0311969 | val_loss: 0.0311967 | Time: 1349.36 ms [2022-04-12 21:33:29 main:574] : INFO : Epoch 2027 | loss: 0.031196 | val_loss: 0.031196 | Time: 1251.41 ms [2022-04-12 21:33:30 main:574] : INFO : Epoch 2028 | loss: 0.0311962 | val_loss: 0.0311959 | Time: 1235.75 ms [2022-04-12 21:33:32 main:574] : INFO : Epoch 2029 | loss: 0.0311967 | val_loss: 0.0311972 | Time: 1326.66 ms [2022-04-12 21:33:33 main:574] : INFO : Epoch 2030 | loss: 0.0311962 | val_loss: 0.0311977 | Time: 1247.16 ms [2022-04-12 21:33:35 main:574] : INFO : Epoch 2031 | loss: 0.0312015 | val_loss: 0.031206 | Time: 1208.32 ms [2022-04-12 21:33:36 main:574] : INFO : Epoch 2032 | loss: 0.0312006 | val_loss: 0.0311975 | Time: 1338.29 ms [2022-04-12 21:33:37 main:574] : INFO : Epoch 2033 | loss: 0.0311968 | val_loss: 0.0311982 | Time: 1238.62 ms [2022-04-12 21:33:39 main:574] : INFO : Epoch 2034 | loss: 0.0311977 | val_loss: 0.0311982 | Time: 1212.64 ms [2022-04-12 21:33:40 main:574] : INFO : Epoch 2035 | loss: 0.0311964 | val_loss: 0.0311983 | Time: 1339.61 ms [2022-04-12 21:33:41 main:574] : INFO : Epoch 2036 | loss: 0.0311974 | val_loss: 0.0312009 | Time: 1243.17 ms [2022-04-12 21:33:43 main:574] : INFO : Epoch 2037 | loss: 0.0311977 | val_loss: 0.0311963 | Time: 1208.44 ms [2022-04-12 21:33:44 main:574] : INFO : Epoch 2038 | loss: 0.0311962 | val_loss: 0.031196 | Time: 1333.6 ms [2022-04-12 21:33:46 main:574] : INFO : Epoch 2039 | loss: 0.0311962 | val_loss: 0.0311992 | Time: 1321.1 ms [2022-04-12 21:33:47 main:574] : INFO : Epoch 2040 | loss: 0.0311967 | val_loss: 0.0311985 | Time: 1174.81 ms [2022-04-12 21:33:48 main:574] : INFO : Epoch 2041 | loss: 0.0311975 | val_loss: 0.0311968 | Time: 1320.64 ms [2022-04-12 21:33:50 main:574] : INFO : Epoch 2042 | loss: 0.0311968 | val_loss: 0.0311957 | Time: 1285.18 ms [2022-04-12 21:33:51 main:574] : INFO : Epoch 2043 | loss: 0.0311956 | val_loss: 0.0311955 | Time: 1171.18 ms [2022-04-12 21:33:52 main:574] : INFO : Epoch 2044 | loss: 0.0311969 | val_loss: 0.0311954 | Time: 1302.22 ms [2022-04-12 21:33:54 main:574] : INFO : Epoch 2045 | loss: 0.0311963 | val_loss: 0.0311971 | Time: 1320.12 ms [2022-04-12 21:33:55 main:574] : INFO : Epoch 2046 | loss: 0.0311966 | val_loss: 0.0311974 | Time: 1171.08 ms [2022-04-12 21:33:56 main:574] : INFO : Epoch 2047 | loss: 0.0311978 | val_loss: 0.0311961 | Time: 1302.74 ms [2022-04-12 21:33:58 main:574] : INFO : Epoch 2048 | loss: 0.0311977 | val_loss: 0.0311987 | Time: 1323.76 ms [2022-04-12 21:33:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311987 [2022-04-12 21:33:58 main:603] : INFO : Saving end state to config to file [2022-04-12 21:33:58 main:608] : INFO : Success, exiting.. 21:33:58 (9164): 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)