Task 10965768
| Name | ParityModified-1639948112-12974-2-0_0 |
| Workunit | 8256827 |
| Created | 23 Jan 2022, 7:20:02 UTC |
| Sent | 9 Feb 2022, 9:45:23 UTC |
| Report deadline | 17 Feb 2022, 9:45:23 UTC |
| Received | 9 Feb 2022, 10:58:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11606 |
| Run time | 1 hours 12 min 58 sec |
| CPU time | 1 hours 12 min 49 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,339.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.68 GB |
| Peak swap size | 4.64 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> me: 1135.56 ms [2022-02-09 11:48:28 main:574] : INFO : Epoch 1542 | loss: 0.0312001 | val_loss: 0.0311985 | Time: 1154.46 ms [2022-02-09 11:48:29 main:574] : INFO : Epoch 1543 | loss: 0.0312001 | val_loss: 0.0311959 | Time: 1205.57 ms [2022-02-09 11:48:30 main:574] : INFO : Epoch 1544 | loss: 0.0311988 | val_loss: 0.031196 | Time: 1160.81 ms [2022-02-09 11:48:31 main:574] : INFO : Epoch 1545 | loss: 0.0311997 | val_loss: 0.0311973 | Time: 1197.92 ms [2022-02-09 11:48:32 main:574] : INFO : Epoch 1546 | loss: 0.0311996 | val_loss: 0.0311978 | Time: 1206.9 ms [2022-02-09 11:48:34 main:574] : INFO : Epoch 1547 | loss: 0.0312002 | val_loss: 0.0311957 | Time: 1235.01 ms [2022-02-09 11:48:35 main:574] : INFO : Epoch 1548 | loss: 0.0311998 | val_loss: 0.0311967 | Time: 1142.9 ms [2022-02-09 11:48:36 main:574] : INFO : Epoch 1549 | loss: 0.0312009 | val_loss: 0.0311977 | Time: 1153.89 ms [2022-02-09 11:48:37 main:574] : INFO : Epoch 1550 | loss: 0.0311995 | val_loss: 0.0311968 | Time: 1251.62 ms [2022-02-09 11:48:38 main:574] : INFO : Epoch 1551 | loss: 0.0311992 | val_loss: 0.0311962 | Time: 1168.67 ms [2022-02-09 11:48:39 main:574] : INFO : Epoch 1552 | loss: 0.0311996 | val_loss: 0.0311966 | Time: 1156.18 ms [2022-02-09 11:48:41 main:574] : INFO : Epoch 1553 | loss: 0.0311992 | val_loss: 0.0311979 | Time: 1206.83 ms [2022-02-09 11:48:42 main:574] : INFO : Epoch 1554 | loss: 0.0311991 | val_loss: 0.031196 | Time: 1157.79 ms [2022-02-09 11:48:43 main:574] : INFO : Epoch 1555 | loss: 0.0311988 | val_loss: 0.0311959 | Time: 1206.92 ms [2022-02-09 11:48:44 main:574] : INFO : Epoch 1556 | loss: 0.0311996 | val_loss: 0.0311965 | Time: 1166.79 ms [2022-02-09 11:48:45 main:574] : INFO : Epoch 1557 | loss: 0.0311999 | val_loss: 0.031197 | Time: 1138.3 ms [2022-02-09 11:48:47 main:574] : INFO : Epoch 1558 | loss: 0.031199 | val_loss: 0.0311967 | Time: 1179.57 ms [2022-02-09 11:48:48 main:574] : INFO : Epoch 1559 | loss: 0.0311996 | val_loss: 0.0311951 | Time: 1204.52 ms [2022-02-09 11:48:49 main:574] : INFO : Epoch 1560 | loss: 0.0311999 | val_loss: 0.0311976 | Time: 1183.34 ms [2022-02-09 11:48:50 main:574] : INFO : Epoch 1561 | loss: 0.0311998 | val_loss: 0.0311952 | Time: 1154.13 ms [2022-02-09 11:48:51 main:574] : INFO : Epoch 1562 | loss: 0.0311992 | val_loss: 0.0311953 | Time: 1162.04 ms [2022-02-09 11:48:52 main:574] : INFO : Epoch 1563 | loss: 0.0311993 | val_loss: 0.031195 | Time: 1149.82 ms [2022-02-09 11:48:54 main:574] : INFO : Epoch 1564 | loss: 0.0311991 | val_loss: 0.0311951 | Time: 1146.86 ms [2022-02-09 11:48:55 main:574] : INFO : Epoch 1565 | loss: 0.0311991 | val_loss: 0.0311951 | Time: 1244.43 ms [2022-02-09 11:48:56 main:574] : INFO : Epoch 1566 | loss: 0.0311989 | val_loss: 0.0311954 | Time: 1159.34 ms [2022-02-09 11:48:57 main:574] : INFO : Epoch 1567 | loss: 0.0311991 | val_loss: 0.0311978 | Time: 1179.19 ms [2022-02-09 11:48:58 main:574] : INFO : Epoch 1568 | loss: 0.0311994 | val_loss: 0.0311952 | Time: 1158.04 ms [2022-02-09 11:48:59 main:574] : INFO : Epoch 1569 | loss: 0.0311999 | val_loss: 0.0311949 | Time: 1218.81 ms [2022-02-09 11:49:01 main:574] : INFO : Epoch 1570 | loss: 0.0311988 | val_loss: 0.0311951 | Time: 1142.34 ms [2022-02-09 11:49:02 main:574] : INFO : Epoch 1571 | loss: 0.0311985 | val_loss: 0.0311949 | Time: 1193.41 ms [2022-02-09 11:49:03 main:574] : INFO : Epoch 1572 | loss: 0.0311987 | val_loss: 0.0311949 | Time: 1142.8 ms [2022-02-09 11:49:04 main:574] : INFO : Epoch 1573 | loss: 0.0311988 | val_loss: 0.0311951 | Time: 1184.05 ms [2022-02-09 11:49:05 main:574] : INFO : Epoch 1574 | loss: 0.031199 | val_loss: 0.0311952 | Time: 1129.33 ms [2022-02-09 11:49:06 main:574] : INFO : Epoch 1575 | loss: 0.0311988 | val_loss: 0.0311953 | Time: 1167.89 ms [2022-02-09 11:49:08 main:574] : INFO : Epoch 1576 | loss: 0.0311996 | val_loss: 0.031195 | Time: 1156.94 ms [2022-02-09 11:49:09 main:574] : INFO : Epoch 1577 | loss: 0.0311986 | val_loss: 0.0311952 | Time: 1165.72 ms [2022-02-09 11:49:10 main:574] : INFO : Epoch 1578 | loss: 0.0311988 | val_loss: 0.0311956 | Time: 1186.14 ms [2022-02-09 11:49:11 main:574] : INFO : Epoch 1579 | loss: 0.031199 | val_loss: 0.0311953 | Time: 1154.35 ms [2022-02-09 11:49:12 main:574] : INFO : Epoch 1580 | loss: 0.0311987 | val_loss: 0.0311954 | Time: 1173.7 ms [2022-02-09 11:49:13 main:574] : INFO : Epoch 1581 | loss: 0.0311986 | val_loss: 0.0311952 | Time: 1168.61 ms [2022-02-09 11:49:15 main:574] : INFO : Epoch 1582 | loss: 0.0311992 | val_loss: 0.0311997 | Time: 1181.76 ms [2022-02-09 11:49:16 main:574] : INFO : Epoch 1583 | loss: 0.0311996 | val_loss: 0.0311961 | Time: 1171.97 ms [2022-02-09 11:49:17 main:574] : INFO : Epoch 1584 | loss: 0.0311994 | val_loss: 0.0311966 | Time: 1174.65 ms [2022-02-09 11:49:18 main:574] : INFO : Epoch 1585 | loss: 0.0311992 | val_loss: 0.0311961 | Time: 1145.51 ms [2022-02-09 11:49:19 main:574] : INFO : Epoch 1586 | loss: 0.0311991 | val_loss: 0.0311972 | Time: 1119.34 ms [2022-02-09 11:49:20 main:574] : INFO : Epoch 1587 | loss: 0.0311999 | val_loss: 0.0311991 | Time: 1123.05 ms [2022-02-09 11:49:22 main:574] : INFO : Epoch 1588 | loss: 0.0311996 | val_loss: 0.0311979 | Time: 1178.03 ms [2022-02-09 11:49:23 main:574] : INFO : Epoch 1589 | loss: 0.0311996 | val_loss: 0.0311976 | Time: 1202.71 ms [2022-02-09 11:49:24 main:574] : INFO : Epoch 1590 | loss: 0.031199 | val_loss: 0.0311972 | Time: 1186.69 ms [2022-02-09 11:49:25 main:574] : INFO : Epoch 1591 | loss: 0.0311991 | val_loss: 0.0311981 | Time: 1226.12 ms [2022-02-09 11:49:26 main:574] : INFO : Epoch 1592 | loss: 0.0311992 | val_loss: 0.0311973 | Time: 1169.96 ms [2022-02-09 11:49:28 main:574] : INFO : Epoch 1593 | loss: 0.031199 | val_loss: 0.0311972 | Time: 1176.65 ms [2022-02-09 11:49:29 main:574] : INFO : Epoch 1594 | loss: 0.031199 | val_loss: 0.0311972 | Time: 1188.21 ms [2022-02-09 11:49:30 main:574] : INFO : Epoch 1595 | loss: 0.0311991 | val_loss: 0.0311975 | Time: 1170.14 ms [2022-02-09 11:49:31 main:574] : INFO : Epoch 1596 | loss: 0.0311995 | val_loss: 0.031199 | Time: 1154.03 ms [2022-02-09 11:49:32 main:574] : INFO : Epoch 1597 | loss: 0.0312002 | val_loss: 0.0311985 | Time: 1196.53 ms [2022-02-09 11:49:33 main:574] : INFO : Epoch 1598 | loss: 0.0311995 | val_loss: 0.0311971 | Time: 1207.55 ms [2022-02-09 11:49:35 main:574] : INFO : Epoch 1599 | loss: 0.0311991 | val_loss: 0.0311973 | Time: 1219.1 ms [2022-02-09 11:49:36 main:574] : INFO : Epoch 1600 | loss: 0.0311994 | val_loss: 0.0311975 | Time: 1204.75 ms [2022-02-09 11:49:37 main:574] : INFO : Epoch 1601 | loss: 0.0311993 | val_loss: 0.0311972 | Time: 1170.62 ms [2022-02-09 11:49:38 main:574] : INFO : Epoch 1602 | loss: 0.0311991 | val_loss: 0.0311974 | Time: 1173.78 ms [2022-02-09 11:49:39 main:574] : INFO : Epoch 1603 | loss: 0.0311989 | val_loss: 0.031197 | Time: 1163.34 ms [2022-02-09 11:49:41 main:574] : INFO : Epoch 1604 | loss: 0.031199 | val_loss: 0.0311962 | Time: 1199.31 ms [2022-02-09 11:49:42 main:574] : INFO : Epoch 1605 | loss: 0.0311993 | val_loss: 0.0311967 | Time: 1126.99 ms [2022-02-09 11:49:43 main:574] : INFO : Epoch 1606 | loss: 0.0311993 | val_loss: 0.0311962 | Time: 1197.34 ms [2022-02-09 11:49:44 main:574] : INFO : Epoch 1607 | loss: 0.0311992 | val_loss: 0.0311961 | Time: 1201.22 ms [2022-02-09 11:49:45 main:574] : INFO : Epoch 1608 | loss: 0.0311992 | val_loss: 0.0311961 | Time: 1192.98 ms [2022-02-09 11:49:47 main:574] : INFO : Epoch 1609 | loss: 0.0311993 | val_loss: 0.0311964 | Time: 1201.71 ms [2022-02-09 11:49:48 main:574] : INFO : Epoch 1610 | loss: 0.0311993 | val_loss: 0.0311962 | Time: 1147.69 ms [2022-02-09 11:49:49 main:574] : INFO : Epoch 1611 | loss: 0.0311998 | val_loss: 0.0311977 | Time: 1177.52 ms [2022-02-09 11:49:50 main:574] : INFO : Epoch 1612 | loss: 0.0311996 | val_loss: 0.031196 | Time: 1190.77 ms [2022-02-09 11:49:51 main:574] : INFO : Epoch 1613 | loss: 0.0311989 | val_loss: 0.031197 | Time: 1144.97 ms [2022-02-09 11:49:52 main:574] : INFO : Epoch 1614 | loss: 0.0311991 | val_loss: 0.0311962 | Time: 1180.52 ms [2022-02-09 11:49:53 main:574] : INFO : Epoch 1615 | loss: 0.0311991 | val_loss: 0.0311967 | Time: 1119.39 ms [2022-02-09 11:49:55 main:574] : INFO : Epoch 1616 | loss: 0.0311994 | val_loss: 0.0311963 | Time: 1169.37 ms [2022-02-09 11:49:56 main:574] : INFO : Epoch 1617 | loss: 0.0311992 | val_loss: 0.0311964 | Time: 1264.53 ms [2022-02-09 11:49:57 main:574] : INFO : Epoch 1618 | loss: 0.031199 | val_loss: 0.0311965 | Time: 1179.72 ms [2022-02-09 11:49:59 main:574] : INFO : Epoch 1619 | loss: 0.0312001 | val_loss: 0.0311972 | Time: 1450.36 ms [2022-02-09 11:50:00 main:574] : INFO : Epoch 1620 | loss: 0.0311993 | val_loss: 0.0311967 | Time: 1141.41 ms [2022-02-09 11:50:01 main:574] : INFO : Epoch 1621 | loss: 0.0311996 | val_loss: 0.0311961 | Time: 1183.59 ms [2022-02-09 11:50:02 main:574] : INFO : Epoch 1622 | loss: 0.0311991 | val_loss: 0.0311974 | Time: 1205.85 ms [2022-02-09 11:50:03 main:574] : INFO : Epoch 1623 | loss: 0.031201 | val_loss: 0.0312003 | Time: 1138.99 ms [2022-02-09 11:50:04 main:574] : INFO : Epoch 1624 | loss: 0.0312009 | val_loss: 0.0311984 | Time: 1179.73 ms [2022-02-09 11:50:06 main:574] : INFO : Epoch 1625 | loss: 0.0311995 | val_loss: 0.0311969 | Time: 1206.84 ms [2022-02-09 11:50:07 main:574] : INFO : Epoch 1626 | loss: 0.0312004 | val_loss: 0.0311971 | Time: 1178.69 ms [2022-02-09 11:50:08 main:574] : INFO : Epoch 1627 | loss: 0.0312 | val_loss: 0.0311984 | Time: 1182.42 ms [2022-02-09 11:50:09 main:574] : INFO : Epoch 1628 | loss: 0.0312005 | val_loss: 0.0311971 | Time: 1189.62 ms [2022-02-09 11:50:10 main:574] : INFO : Epoch 1629 | loss: 0.0312007 | val_loss: 0.0311962 | Time: 1149.95 ms [2022-02-09 11:50:11 main:574] : INFO : Epoch 1630 | loss: 0.0312009 | val_loss: 0.0311978 | Time: 1137.71 ms [2022-02-09 11:50:13 main:574] : INFO : Epoch 1631 | loss: 0.0311994 | val_loss: 0.0311967 | Time: 1141.28 ms [2022-02-09 11:50:14 main:574] : INFO : Epoch 1632 | loss: 0.0311994 | val_loss: 0.0311971 | Time: 1174.69 ms [2022-02-09 11:50:15 main:574] : INFO : Epoch 1633 | loss: 0.0311994 | val_loss: 0.0311963 | Time: 1156.18 ms [2022-02-09 11:50:16 main:574] : INFO : Epoch 1634 | loss: 0.0311988 | val_loss: 0.0311964 | Time: 1185.14 ms [2022-02-09 11:50:17 main:574] : INFO : Epoch 1635 | loss: 0.0311989 | val_loss: 0.0311983 | Time: 1206.78 ms [2022-02-09 11:50:18 main:574] : INFO : Epoch 1636 | loss: 0.0311995 | val_loss: 0.0311964 | Time: 1176.19 ms [2022-02-09 11:50:20 main:574] : INFO : Epoch 1637 | loss: 0.0311996 | val_loss: 0.0311966 | Time: 1178.56 ms [2022-02-09 11:50:21 main:574] : INFO : Epoch 1638 | loss: 0.0312003 | val_loss: 0.0311978 | Time: 1265.63 ms [2022-02-09 11:50:22 main:574] : INFO : Epoch 1639 | loss: 0.0311994 | val_loss: 0.0311965 | Time: 1177.98 ms [2022-02-09 11:50:23 main:574] : INFO : Epoch 1640 | loss: 0.0311992 | val_loss: 0.0311963 | Time: 1176.48 ms [2022-02-09 11:50:24 main:574] : INFO : Epoch 1641 | loss: 0.031199 | val_loss: 0.0311961 | Time: 1152.2 ms [2022-02-09 11:50:26 main:574] : INFO : Epoch 1642 | loss: 0.0311995 | val_loss: 0.0311975 | Time: 1186.39 ms [2022-02-09 11:50:27 main:574] : INFO : Epoch 1643 | loss: 0.0312009 | val_loss: 0.0311984 | Time: 1221.76 ms [2022-02-09 11:50:28 main:574] : INFO : Epoch 1644 | loss: 0.0311998 | val_loss: 0.0311964 | Time: 1197.79 ms [2022-02-09 11:50:29 main:574] : INFO : Epoch 1645 | loss: 0.0311992 | val_loss: 0.031196 | Time: 1196.21 ms [2022-02-09 11:50:30 main:574] : INFO : Epoch 1646 | loss: 0.0311992 | val_loss: 0.0311961 | Time: 1147.44 ms [2022-02-09 11:50:32 main:574] : INFO : Epoch 1647 | loss: 0.0311991 | val_loss: 0.0311964 | Time: 1121.86 ms [2022-02-09 11:50:33 main:574] : INFO : Epoch 1648 | loss: 0.031199 | val_loss: 0.031196 | Time: 1189.3 ms [2022-02-09 11:50:34 main:574] : INFO : Epoch 1649 | loss: 0.0311993 | val_loss: 0.0311962 | Time: 1200.56 ms [2022-02-09 11:50:35 main:574] : INFO : Epoch 1650 | loss: 0.0312003 | val_loss: 0.0311962 | Time: 1183.97 ms [2022-02-09 11:50:36 main:574] : INFO : Epoch 1651 | loss: 0.0311991 | val_loss: 0.0311967 | Time: 1190.53 ms [2022-02-09 11:50:37 main:574] : INFO : Epoch 1652 | loss: 0.031199 | val_loss: 0.0311963 | Time: 1182.07 ms [2022-02-09 11:50:39 main:574] : INFO : Epoch 1653 | loss: 0.0311992 | val_loss: 0.0311966 | Time: 1178.44 ms [2022-02-09 11:50:40 main:574] : INFO : Epoch 1654 | loss: 0.0311995 | val_loss: 0.0311967 | Time: 1287.61 ms [2022-02-09 11:50:41 main:574] : INFO : Epoch 1655 | loss: 0.0311994 | val_loss: 0.0311959 | Time: 1227.21 ms [2022-02-09 11:50:42 main:574] : INFO : Epoch 1656 | loss: 0.0311996 | val_loss: 0.031196 | Time: 1189.66 ms [2022-02-09 11:50:43 main:574] : INFO : Epoch 1657 | loss: 0.0311992 | val_loss: 0.0311963 | Time: 1157.43 ms [2022-02-09 11:50:45 main:574] : INFO : Epoch 1658 | loss: 0.031199 | val_loss: 0.0311973 | Time: 1190.06 ms [2022-02-09 11:50:46 main:574] : INFO : Epoch 1659 | loss: 0.0311989 | val_loss: 0.0311968 | Time: 1165.9 ms [2022-02-09 11:50:47 main:574] : INFO : Epoch 1660 | loss: 0.0311995 | val_loss: 0.0311964 | Time: 1208.61 ms [2022-02-09 11:50:48 main:574] : INFO : Epoch 1661 | loss: 0.0311994 | val_loss: 0.0311962 | Time: 1156.11 ms [2022-02-09 11:50:49 main:574] : INFO : Epoch 1662 | loss: 0.0311993 | val_loss: 0.0311967 | Time: 1136.1 ms [2022-02-09 11:50:51 main:574] : INFO : Epoch 1663 | loss: 0.0311998 | val_loss: 0.0311968 | Time: 1204.89 ms [2022-02-09 11:50:52 main:574] : INFO : Epoch 1664 | loss: 0.0311997 | val_loss: 0.031196 | Time: 1167.51 ms [2022-02-09 11:50:53 main:574] : INFO : Epoch 1665 | loss: 0.0311993 | val_loss: 0.0311972 | Time: 1177.23 ms [2022-02-09 11:50:54 main:574] : INFO : Epoch 1666 | loss: 0.0312003 | val_loss: 0.0311961 | Time: 1133.38 ms [2022-02-09 11:50:55 main:574] : INFO : Epoch 1667 | loss: 0.031201 | val_loss: 0.0311965 | Time: 1171.4 ms [2022-02-09 11:50:56 main:574] : INFO : Epoch 1668 | loss: 0.0312 | val_loss: 0.0311959 | Time: 1187.54 ms [2022-02-09 11:50:58 main:574] : INFO : Epoch 1669 | loss: 0.0311995 | val_loss: 0.0311958 | Time: 1196.12 ms [2022-02-09 11:50:59 main:574] : INFO : Epoch 1670 | loss: 0.0311999 | val_loss: 0.0311959 | Time: 1163.12 ms [2022-02-09 11:51:00 main:574] : INFO : Epoch 1671 | loss: 0.0311997 | val_loss: 0.0311956 | Time: 1223.73 ms [2022-02-09 11:51:01 main:574] : INFO : Epoch 1672 | loss: 0.0311994 | val_loss: 0.0311961 | Time: 1133.42 ms [2022-02-09 11:51:02 main:574] : INFO : Epoch 1673 | loss: 0.0312001 | val_loss: 0.0311959 | Time: 1172.35 ms [2022-02-09 11:51:03 main:574] : INFO : Epoch 1674 | loss: 0.0311995 | val_loss: 0.0311957 | Time: 1149.13 ms [2022-02-09 11:51:05 main:574] : INFO : Epoch 1675 | loss: 0.0311996 | val_loss: 0.0311955 | Time: 1169.68 ms [2022-02-09 11:51:06 main:574] : INFO : Epoch 1676 | loss: 0.0311999 | val_loss: 0.031196 | Time: 1176.12 ms [2022-02-09 11:51:07 main:574] : INFO : Epoch 1677 | loss: 0.0312005 | val_loss: 0.031196 | Time: 1226.6 ms [2022-02-09 11:51:08 main:574] : INFO : Epoch 1678 | loss: 0.0312002 | val_loss: 0.0311968 | Time: 1170.74 ms [2022-02-09 11:51:09 main:574] : INFO : Epoch 1679 | loss: 0.0312009 | val_loss: 0.0311976 | Time: 1181.7 ms [2022-02-09 11:51:11 main:574] : INFO : Epoch 1680 | loss: 0.0311994 | val_loss: 0.0311963 | Time: 1208.65 ms [2022-02-09 11:51:12 main:574] : INFO : Epoch 1681 | loss: 0.0311996 | val_loss: 0.0311954 | Time: 1177.96 ms [2022-02-09 11:51:13 main:574] : INFO : Epoch 1682 | loss: 0.0311994 | val_loss: 0.0311955 | Time: 1157.32 ms [2022-02-09 11:51:14 main:574] : INFO : Epoch 1683 | loss: 0.0311999 | val_loss: 0.0311957 | Time: 1130.61 ms [2022-02-09 11:51:15 main:574] : INFO : Epoch 1684 | loss: 0.0312001 | val_loss: 0.0311979 | Time: 1168.56 ms [2022-02-09 11:51:16 main:574] : INFO : Epoch 1685 | loss: 0.0312023 | val_loss: 0.0312084 | Time: 1196.04 ms [2022-02-09 11:51:18 main:574] : INFO : Epoch 1686 | loss: 0.0312022 | val_loss: 0.0311961 | Time: 1165.16 ms [2022-02-09 11:51:19 main:574] : INFO : Epoch 1687 | loss: 0.0311996 | val_loss: 0.0311978 | Time: 1163.53 ms [2022-02-09 11:51:20 main:574] : INFO : Epoch 1688 | loss: 0.0312002 | val_loss: 0.0311961 | Time: 1178.96 ms [2022-02-09 11:51:21 main:574] : INFO : Epoch 1689 | loss: 0.0311994 | val_loss: 0.0311953 | Time: 1165.38 ms [2022-02-09 11:51:22 main:574] : INFO : Epoch 1690 | loss: 0.0311998 | val_loss: 0.0311955 | Time: 1182.08 ms [2022-02-09 11:51:23 main:574] : INFO : Epoch 1691 | loss: 0.0312003 | val_loss: 0.0311955 | Time: 1151.51 ms [2022-02-09 11:51:25 main:574] : INFO : Epoch 1692 | loss: 0.0311993 | val_loss: 0.0311956 | Time: 1148.61 ms [2022-02-09 11:51:26 main:574] : INFO : Epoch 1693 | loss: 0.0311994 | val_loss: 0.0311958 | Time: 1146.79 ms [2022-02-09 11:51:27 main:574] : INFO : Epoch 1694 | loss: 0.0311996 | val_loss: 0.0312055 | Time: 1196.29 ms [2022-02-09 11:51:28 main:574] : INFO : Epoch 1695 | loss: 0.0312038 | val_loss: 0.0311961 | Time: 1148.14 ms [2022-02-09 11:51:29 main:574] : INFO : Epoch 1696 | loss: 0.0312004 | val_loss: 0.0311972 | Time: 1149.04 ms [2022-02-09 11:51:30 main:574] : INFO : Epoch 1697 | loss: 0.0312003 | val_loss: 0.0311952 | Time: 1162.42 ms [2022-02-09 11:51:32 main:574] : INFO : Epoch 1698 | loss: 0.0311992 | val_loss: 0.031195 | Time: 1158.91 ms [2022-02-09 11:51:33 main:574] : INFO : Epoch 1699 | loss: 0.0311989 | val_loss: 0.0311955 | Time: 1155.09 ms [2022-02-09 11:51:34 main:574] : INFO : Epoch 1700 | loss: 0.031199 | val_loss: 0.031196 | Time: 1174.4 ms [2022-02-09 11:51:35 main:574] : INFO : Epoch 1701 | loss: 0.0311991 | val_loss: 0.0311963 | Time: 1160.16 ms [2022-02-09 11:51:36 main:574] : INFO : Epoch 1702 | loss: 0.0311994 | val_loss: 0.0311983 | Time: 1176.04 ms [2022-02-09 11:51:37 main:574] : INFO : Epoch 1703 | loss: 0.0312004 | val_loss: 0.031198 | Time: 1157.2 ms [2022-02-09 11:51:39 main:574] : INFO : Epoch 1704 | loss: 0.0311999 | val_loss: 0.0311959 | Time: 1187.3 ms [2022-02-09 11:51:40 main:574] : INFO : Epoch 1705 | loss: 0.0311997 | val_loss: 0.0311957 | Time: 1181.71 ms [2022-02-09 11:51:41 main:574] : INFO : Epoch 1706 | loss: 0.0311993 | val_loss: 0.0311959 | Time: 1177.21 ms [2022-02-09 11:51:42 main:574] : INFO : Epoch 1707 | loss: 0.0311992 | val_loss: 0.0311956 | Time: 1190.2 ms [2022-02-09 11:51:43 main:574] : INFO : Epoch 1708 | loss: 0.0311991 | val_loss: 0.0311965 | Time: 1188.75 ms [2022-02-09 11:51:44 main:574] : INFO : Epoch 1709 | loss: 0.031199 | val_loss: 0.0311961 | Time: 1150.27 ms [2022-02-09 11:51:46 main:574] : INFO : Epoch 1710 | loss: 0.0311992 | val_loss: 0.0311983 | Time: 1204.76 ms [2022-02-09 11:51:47 main:574] : INFO : Epoch 1711 | loss: 0.0312008 | val_loss: 0.0311962 | Time: 1180.32 ms [2022-02-09 11:51:48 main:574] : INFO : Epoch 1712 | loss: 0.0311999 | val_loss: 0.0311953 | Time: 1208.13 ms [2022-02-09 11:51:49 main:574] : INFO : Epoch 1713 | loss: 0.0312 | val_loss: 0.0311956 | Time: 1174.2 ms [2022-02-09 11:51:50 main:574] : INFO : Epoch 1714 | loss: 0.0311996 | val_loss: 0.0311964 | Time: 1153.92 ms [2022-02-09 11:51:52 main:574] : INFO : Epoch 1715 | loss: 0.0311995 | val_loss: 0.031195 | Time: 1195.6 ms [2022-02-09 11:51:53 main:574] : INFO : Epoch 1716 | loss: 0.0311994 | val_loss: 0.0311966 | Time: 1191.21 ms [2022-02-09 11:51:54 main:574] : INFO : Epoch 1717 | loss: 0.0311999 | val_loss: 0.031195 | Time: 1192.11 ms [2022-02-09 11:51:55 main:574] : INFO : Epoch 1718 | loss: 0.0311994 | val_loss: 0.0311977 | Time: 1146.41 ms [2022-02-09 11:51:56 main:574] : INFO : Epoch 1719 | loss: 0.0312006 | val_loss: 0.0311967 | Time: 1189.7 ms [2022-02-09 11:51:57 main:574] : INFO : Epoch 1720 | loss: 0.0312008 | val_loss: 0.0311956 | Time: 1180.16 ms [2022-02-09 11:51:59 main:574] : INFO : Epoch 1721 | loss: 0.0311994 | val_loss: 0.0311956 | Time: 1165.27 ms [2022-02-09 11:52:00 main:574] : INFO : Epoch 1722 | loss: 0.0311993 | val_loss: 0.0311954 | Time: 1221.49 ms [2022-02-09 11:52:01 main:574] : INFO : Epoch 1723 | loss: 0.031201 | val_loss: 0.0311959 | Time: 1249.69 ms [2022-02-09 11:52:02 main:574] : INFO : Epoch 1724 | loss: 0.0312005 | val_loss: 0.0311958 | Time: 1185.53 ms [2022-02-09 11:52:03 main:574] : INFO : Epoch 1725 | loss: 0.0311995 | val_loss: 0.0311961 | Time: 1136.82 ms [2022-02-09 11:52:05 main:574] : INFO : Epoch 1726 | loss: 0.0311995 | val_loss: 0.0311955 | Time: 1167.08 ms [2022-02-09 11:52:06 main:574] : INFO : Epoch 1727 | loss: 0.0311992 | val_loss: 0.0311953 | Time: 1212.75 ms [2022-02-09 11:52:07 main:574] : INFO : Epoch 1728 | loss: 0.0311992 | val_loss: 0.0311954 | Time: 1216.27 ms [2022-02-09 11:52:08 main:574] : INFO : Epoch 1729 | loss: 0.0311996 | val_loss: 0.031196 | Time: 1153.73 ms [2022-02-09 11:52:09 main:574] : INFO : Epoch 1730 | loss: 0.0311992 | val_loss: 0.0311959 | Time: 1166.24 ms [2022-02-09 11:52:11 main:574] : INFO : Epoch 1731 | loss: 0.0311992 | val_loss: 0.0311953 | Time: 1179.05 ms [2022-02-09 11:52:12 main:574] : INFO : Epoch 1732 | loss: 0.0312011 | val_loss: 0.0311982 | Time: 1238.14 ms [2022-02-09 11:52:13 main:574] : INFO : Epoch 1733 | loss: 0.0312013 | val_loss: 0.0311973 | Time: 1222.12 ms [2022-02-09 11:52:14 main:574] : INFO : Epoch 1734 | loss: 0.0312031 | val_loss: 0.0311974 | Time: 1168.02 ms [2022-02-09 11:52:15 main:574] : INFO : Epoch 1735 | loss: 0.0312002 | val_loss: 0.0311954 | Time: 1142.63 ms [2022-02-09 11:52:16 main:574] : INFO : Epoch 1736 | loss: 0.0311994 | val_loss: 0.0311956 | Time: 1157.92 ms [2022-02-09 11:52:18 main:574] : INFO : Epoch 1737 | loss: 0.0311998 | val_loss: 0.0311959 | Time: 1199.62 ms [2022-02-09 11:52:19 main:574] : INFO : Epoch 1738 | loss: 0.0311995 | val_loss: 0.0311954 | Time: 1146.3 ms [2022-02-09 11:52:20 main:574] : INFO : Epoch 1739 | loss: 0.0311992 | val_loss: 0.0311955 | Time: 1246.77 ms [2022-02-09 11:52:21 main:574] : INFO : Epoch 1740 | loss: 0.0311994 | val_loss: 0.0311981 | Time: 1133.07 ms [2022-02-09 11:52:22 main:574] : INFO : Epoch 1741 | loss: 0.0312002 | val_loss: 0.0311956 | Time: 1180.27 ms [2022-02-09 11:52:24 main:574] : INFO : Epoch 1742 | loss: 0.0311995 | val_loss: 0.0311954 | Time: 1170.76 ms [2022-02-09 11:52:25 main:574] : INFO : Epoch 1743 | loss: 0.0311989 | val_loss: 0.031195 | Time: 1167.81 ms [2022-02-09 11:52:26 main:574] : INFO : Epoch 1744 | loss: 0.0312 | val_loss: 0.0311957 | Time: 1161.52 ms [2022-02-09 11:52:27 main:574] : INFO : Epoch 1745 | loss: 0.0312004 | val_loss: 0.0312036 | Time: 1181.51 ms [2022-02-09 11:52:28 main:574] : INFO : Epoch 1746 | loss: 0.0312017 | val_loss: 0.0311965 | Time: 1186.54 ms [2022-02-09 11:52:29 main:574] : INFO : Epoch 1747 | loss: 0.0312 | val_loss: 0.0311967 | Time: 1164.21 ms [2022-02-09 11:52:31 main:574] : INFO : Epoch 1748 | loss: 0.031201 | val_loss: 0.0311965 | Time: 1184.26 ms [2022-02-09 11:52:32 main:574] : INFO : Epoch 1749 | loss: 0.0312014 | val_loss: 0.0311991 | Time: 1186.41 ms [2022-02-09 11:52:33 main:574] : INFO : Epoch 1750 | loss: 0.0311999 | val_loss: 0.0311973 | Time: 1225.59 ms [2022-02-09 11:52:34 main:574] : INFO : Epoch 1751 | loss: 0.0311998 | val_loss: 0.0311968 | Time: 1143.96 ms [2022-02-09 11:52:35 main:574] : INFO : Epoch 1752 | loss: 0.0311995 | val_loss: 0.0311973 | Time: 1137.86 ms [2022-02-09 11:52:36 main:574] : INFO : Epoch 1753 | loss: 0.0311999 | val_loss: 0.0311965 | Time: 1210.22 ms [2022-02-09 11:52:38 main:574] : INFO : Epoch 1754 | loss: 0.0312 | val_loss: 0.0311965 | Time: 1183.22 ms [2022-02-09 11:52:39 main:574] : INFO : Epoch 1755 | loss: 0.0312007 | val_loss: 0.0312001 | Time: 1162.46 ms [2022-02-09 11:52:40 main:574] : INFO : Epoch 1756 | loss: 0.0312007 | val_loss: 0.031198 | Time: 1182.23 ms [2022-02-09 11:52:41 main:574] : INFO : Epoch 1757 | loss: 0.0312004 | val_loss: 0.0311998 | Time: 1169.94 ms [2022-02-09 11:52:42 main:574] : INFO : Epoch 1758 | loss: 0.0312017 | val_loss: 0.0311968 | Time: 1142.63 ms [2022-02-09 11:52:43 main:574] : INFO : Epoch 1759 | loss: 0.0312 | val_loss: 0.0311964 | Time: 1157.56 ms [2022-02-09 11:52:45 main:574] : INFO : Epoch 1760 | loss: 0.0312003 | val_loss: 0.0311968 | Time: 1163.54 ms [2022-02-09 11:52:46 main:574] : INFO : Epoch 1761 | loss: 0.0312 | val_loss: 0.0311965 | Time: 1201.32 ms [2022-02-09 11:52:47 main:574] : INFO : Epoch 1762 | loss: 0.0311999 | val_loss: 0.031197 | Time: 1158.41 ms [2022-02-09 11:52:48 main:574] : INFO : Epoch 1763 | loss: 0.0312 | val_loss: 0.0311969 | Time: 1176.06 ms [2022-02-09 11:52:49 main:574] : INFO : Epoch 1764 | loss: 0.0312006 | val_loss: 0.0311981 | Time: 1179.37 ms [2022-02-09 11:52:51 main:574] : INFO : Epoch 1765 | loss: 0.0312004 | val_loss: 0.0311969 | Time: 1225.15 ms [2022-02-09 11:52:52 main:574] : INFO : Epoch 1766 | loss: 0.0312008 | val_loss: 0.0311972 | Time: 1209.89 ms [2022-02-09 11:52:53 main:574] : INFO : Epoch 1767 | loss: 0.0312002 | val_loss: 0.0311978 | Time: 1311.11 ms [2022-02-09 11:52:54 main:574] : INFO : Epoch 1768 | loss: 0.0312004 | val_loss: 0.0311986 | Time: 1146.26 ms [2022-02-09 11:52:56 main:574] : INFO : Epoch 1769 | loss: 0.0312007 | val_loss: 0.0311964 | Time: 1184.75 ms [2022-02-09 11:52:57 main:574] : INFO : Epoch 1770 | loss: 0.0312002 | val_loss: 0.0311968 | Time: 1147.94 ms [2022-02-09 11:52:58 main:574] : INFO : Epoch 1771 | loss: 0.0311999 | val_loss: 0.031202 | Time: 1155.75 ms [2022-02-09 11:52:59 main:574] : INFO : Epoch 1772 | loss: 0.031202 | val_loss: 0.031197 | Time: 1193.25 ms [2022-02-09 11:53:00 main:574] : INFO : Epoch 1773 | loss: 0.0312008 | val_loss: 0.031197 | Time: 1161.15 ms [2022-02-09 11:53:01 main:574] : INFO : Epoch 1774 | loss: 0.0312011 | val_loss: 0.0311973 | Time: 1213.21 ms [2022-02-09 11:53:03 main:574] : INFO : Epoch 1775 | loss: 0.0312013 | val_loss: 0.0312008 | Time: 1169.44 ms [2022-02-09 11:53:04 main:574] : INFO : Epoch 1776 | loss: 0.0312017 | val_loss: 0.0311971 | Time: 1179.68 ms [2022-02-09 11:53:05 main:574] : INFO : Epoch 1777 | loss: 0.0311999 | val_loss: 0.0311962 | Time: 1153.38 ms [2022-02-09 11:53:06 main:574] : INFO : Epoch 1778 | loss: 0.0311997 | val_loss: 0.0311967 | Time: 1193.12 ms [2022-02-09 11:53:07 main:574] : INFO : Epoch 1779 | loss: 0.0311995 | val_loss: 0.0311967 | Time: 1153.49 ms [2022-02-09 11:53:08 main:574] : INFO : Epoch 1780 | loss: 0.0312 | val_loss: 0.0311965 | Time: 1146.83 ms [2022-02-09 11:53:10 main:574] : INFO : Epoch 1781 | loss: 0.0312001 | val_loss: 0.0311968 | Time: 1185.12 ms [2022-02-09 11:53:11 main:574] : INFO : Epoch 1782 | loss: 0.0311997 | val_loss: 0.0311976 | Time: 1199.89 ms [2022-02-09 11:53:12 main:574] : INFO : Epoch 1783 | loss: 0.0312015 | val_loss: 0.0311965 | Time: 1176.43 ms [2022-02-09 11:53:13 main:574] : INFO : Epoch 1784 | loss: 0.0312019 | val_loss: 0.031199 | Time: 1197.15 ms [2022-02-09 11:53:14 main:574] : INFO : Epoch 1785 | loss: 0.0312006 | val_loss: 0.0311969 | Time: 1224.9 ms [2022-02-09 11:53:16 main:574] : INFO : Epoch 1786 | loss: 0.0312 | val_loss: 0.0311979 | Time: 1142.26 ms [2022-02-09 11:53:17 main:574] : INFO : Epoch 1787 | loss: 0.0311998 | val_loss: 0.031197 | Time: 1155.95 ms [2022-02-09 11:53:18 main:574] : INFO : Epoch 1788 | loss: 0.0312003 | val_loss: 0.0311982 | Time: 1346.87 ms [2022-02-09 11:53:19 main:574] : INFO : Epoch 1789 | loss: 0.0311997 | val_loss: 0.0311966 | Time: 1232.69 ms [2022-02-09 11:53:20 main:574] : INFO : Epoch 1790 | loss: 0.0312002 | val_loss: 0.0311982 | Time: 1160.77 ms [2022-02-09 11:53:22 main:574] : INFO : Epoch 1791 | loss: 0.0311997 | val_loss: 0.0311969 | Time: 1145.01 ms [2022-02-09 11:53:23 main:574] : INFO : Epoch 1792 | loss: 0.0311995 | val_loss: 0.0311986 | Time: 1144.72 ms [2022-02-09 11:53:24 main:574] : INFO : Epoch 1793 | loss: 0.0312002 | val_loss: 0.0311967 | Time: 1143.96 ms [2022-02-09 11:53:25 main:574] : INFO : Epoch 1794 | loss: 0.0312008 | val_loss: 0.0312039 | Time: 1243.43 ms [2022-02-09 11:53:26 main:574] : INFO : Epoch 1795 | loss: 0.0312006 | val_loss: 0.0311969 | Time: 1198.34 ms [2022-02-09 11:53:28 main:574] : INFO : Epoch 1796 | loss: 0.0311996 | val_loss: 0.0311967 | Time: 1180.6 ms [2022-02-09 11:53:29 main:574] : INFO : Epoch 1797 | loss: 0.0311998 | val_loss: 0.0311994 | Time: 1144.35 ms [2022-02-09 11:53:30 main:574] : INFO : Epoch 1798 | loss: 0.0312003 | val_loss: 0.0311982 | Time: 1139.68 ms [2022-02-09 11:53:31 main:574] : INFO : Epoch 1799 | loss: 0.0312 | val_loss: 0.0311975 | Time: 1180.84 ms [2022-02-09 11:53:32 main:574] : INFO : Epoch 1800 | loss: 0.0311998 | val_loss: 0.0312003 | Time: 1199.24 ms [2022-02-09 11:53:33 main:574] : INFO : Epoch 1801 | loss: 0.0312017 | val_loss: 0.0311992 | Time: 1165.14 ms [2022-02-09 11:53:35 main:574] : INFO : Epoch 1802 | loss: 0.0312013 | val_loss: 0.031199 | Time: 1161.02 ms [2022-02-09 11:53:36 main:574] : INFO : Epoch 1803 | loss: 0.0312015 | val_loss: 0.0311965 | Time: 1154.08 ms [2022-02-09 11:53:37 main:574] : INFO : Epoch 1804 | loss: 0.031202 | val_loss: 0.0311976 | Time: 1165.31 ms [2022-02-09 11:53:38 main:574] : INFO : Epoch 1805 | loss: 0.0312007 | val_loss: 0.0311964 | Time: 1228.6 ms [2022-02-09 11:53:39 main:574] : INFO : Epoch 1806 | loss: 0.031201 | val_loss: 0.0311973 | Time: 1199.53 ms [2022-02-09 11:53:40 main:574] : INFO : Epoch 1807 | loss: 0.0312016 | val_loss: 0.0312009 | Time: 1143.26 ms [2022-02-09 11:53:42 main:574] : INFO : Epoch 1808 | loss: 0.0312012 | val_loss: 0.0311966 | Time: 1118.36 ms [2022-02-09 11:53:43 main:574] : INFO : Epoch 1809 | loss: 0.0312002 | val_loss: 0.0311957 | Time: 1192.72 ms [2022-02-09 11:53:44 main:574] : INFO : Epoch 1810 | loss: 0.0312 | val_loss: 0.0311971 | Time: 1136.61 ms [2022-02-09 11:53:45 main:574] : INFO : Epoch 1811 | loss: 0.0312001 | val_loss: 0.0311956 | Time: 1140.65 ms [2022-02-09 11:53:46 main:574] : INFO : Epoch 1812 | loss: 0.0312002 | val_loss: 0.0311963 | Time: 1171.45 ms [2022-02-09 11:53:47 main:574] : INFO : Epoch 1813 | loss: 0.0312013 | val_loss: 0.0311965 | Time: 1155.85 ms [2022-02-09 11:53:49 main:574] : INFO : Epoch 1814 | loss: 0.0312002 | val_loss: 0.0311967 | Time: 1161.76 ms [2022-02-09 11:53:50 main:574] : INFO : Epoch 1815 | loss: 0.0312019 | val_loss: 0.0312052 | Time: 1137.46 ms [2022-02-09 11:53:51 main:574] : INFO : Epoch 1816 | loss: 0.0312017 | val_loss: 0.0311978 | Time: 1220.51 ms [2022-02-09 11:53:52 main:574] : INFO : Epoch 1817 | loss: 0.0312002 | val_loss: 0.0311967 | Time: 1138.2 ms [2022-02-09 11:53:53 main:574] : INFO : Epoch 1818 | loss: 0.0311997 | val_loss: 0.031197 | Time: 1190.47 ms [2022-02-09 11:53:54 main:574] : INFO : Epoch 1819 | loss: 0.0311996 | val_loss: 0.0311967 | Time: 1203.73 ms [2022-02-09 11:53:56 main:574] : INFO : Epoch 1820 | loss: 0.0311995 | val_loss: 0.0311967 | Time: 1144.23 ms [2022-02-09 11:53:57 main:574] : INFO : Epoch 1821 | loss: 0.0312002 | val_loss: 0.0311988 | Time: 1186.06 ms [2022-02-09 11:53:58 main:574] : INFO : Epoch 1822 | loss: 0.0312 | val_loss: 0.0311967 | Time: 1174.03 ms [2022-02-09 11:53:59 main:574] : INFO : Epoch 1823 | loss: 0.0312001 | val_loss: 0.0311966 | Time: 1165.08 ms [2022-02-09 11:54:00 main:574] : INFO : Epoch 1824 | loss: 0.0311999 | val_loss: 0.0311965 | Time: 1206.77 ms [2022-02-09 11:54:01 main:574] : INFO : Epoch 1825 | loss: 0.0311999 | val_loss: 0.0311967 | Time: 1113.61 ms [2022-02-09 11:54:03 main:574] : INFO : Epoch 1826 | loss: 0.0311999 | val_loss: 0.031197 | Time: 1152.62 ms [2022-02-09 11:54:04 main:574] : INFO : Epoch 1827 | loss: 0.0312 | val_loss: 0.0311984 | Time: 1195.28 ms [2022-02-09 11:54:05 main:574] : INFO : Epoch 1828 | loss: 0.0312014 | val_loss: 0.0311967 | Time: 1201.43 ms [2022-02-09 11:54:06 main:574] : INFO : Epoch 1829 | loss: 0.031201 | val_loss: 0.0311972 | Time: 1170.46 ms [2022-02-09 11:54:07 main:574] : INFO : Epoch 1830 | loss: 0.0312009 | val_loss: 0.0311977 | Time: 1193.19 ms [2022-02-09 11:54:08 main:574] : INFO : Epoch 1831 | loss: 0.0312003 | val_loss: 0.0311985 | Time: 1176.01 ms [2022-02-09 11:54:10 main:574] : INFO : Epoch 1832 | loss: 0.0312019 | val_loss: 0.0311972 | Time: 1195.89 ms [2022-02-09 11:54:11 main:574] : INFO : Epoch 1833 | loss: 0.0312002 | val_loss: 0.031197 | Time: 1193.69 ms [2022-02-09 11:54:12 main:574] : INFO : Epoch 1834 | loss: 0.0312001 | val_loss: 0.0311972 | Time: 1252.66 ms [2022-02-09 11:54:13 main:574] : INFO : Epoch 1835 | loss: 0.0311999 | val_loss: 0.0311975 | Time: 1149.82 ms [2022-02-09 11:54:14 main:574] : INFO : Epoch 1836 | loss: 0.0312006 | val_loss: 0.0311989 | Time: 1187.69 ms [2022-02-09 11:54:16 main:574] : INFO : Epoch 1837 | loss: 0.0312007 | val_loss: 0.0311967 | Time: 1182.66 ms [2022-02-09 11:54:17 main:574] : INFO : Epoch 1838 | loss: 0.0312007 | val_loss: 0.0311967 | Time: 1157.84 ms [2022-02-09 11:54:18 main:574] : INFO : Epoch 1839 | loss: 0.0311995 | val_loss: 0.0311968 | Time: 1216.44 ms [2022-02-09 11:54:19 main:574] : INFO : Epoch 1840 | loss: 0.0311996 | val_loss: 0.0311971 | Time: 1175.69 ms [2022-02-09 11:54:20 main:574] : INFO : Epoch 1841 | loss: 0.031202 | val_loss: 0.0311996 | Time: 1189.44 ms [2022-02-09 11:54:22 main:574] : INFO : Epoch 1842 | loss: 0.0312003 | val_loss: 0.0311961 | Time: 1150.83 ms [2022-02-09 11:54:23 main:574] : INFO : Epoch 1843 | loss: 0.0312011 | val_loss: 0.031201 | Time: 1217.05 ms [2022-02-09 11:54:24 main:574] : INFO : Epoch 1844 | loss: 0.0312014 | val_loss: 0.0311967 | Time: 1165.41 ms [2022-02-09 11:54:25 main:574] : INFO : Epoch 1845 | loss: 0.0312027 | val_loss: 0.0311979 | Time: 1231.64 ms [2022-02-09 11:54:26 main:574] : INFO : Epoch 1846 | loss: 0.0312011 | val_loss: 0.0311999 | Time: 1181.02 ms [2022-02-09 11:54:28 main:574] : INFO : Epoch 1847 | loss: 0.0312009 | val_loss: 0.0311961 | Time: 1170.79 ms [2022-02-09 11:54:29 main:574] : INFO : Epoch 1848 | loss: 0.0312012 | val_loss: 0.0312 | Time: 1193.85 ms [2022-02-09 11:54:30 main:574] : INFO : Epoch 1849 | loss: 0.0312003 | val_loss: 0.0311986 | Time: 1244.18 ms [2022-02-09 11:54:31 main:574] : INFO : Epoch 1850 | loss: 0.0311997 | val_loss: 0.0311989 | Time: 1169.22 ms [2022-02-09 11:54:32 main:574] : INFO : Epoch 1851 | loss: 0.0312028 | val_loss: 0.0311965 | Time: 1150.47 ms [2022-02-09 11:54:33 main:574] : INFO : Epoch 1852 | loss: 0.0312005 | val_loss: 0.031198 | Time: 1199.56 ms [2022-02-09 11:54:35 main:574] : INFO : Epoch 1853 | loss: 0.0312011 | val_loss: 0.0311967 | Time: 1173.45 ms [2022-02-09 11:54:36 main:574] : INFO : Epoch 1854 | loss: 0.0312012 | val_loss: 0.0311979 | Time: 1113.05 ms [2022-02-09 11:54:37 main:574] : INFO : Epoch 1855 | loss: 0.0312005 | val_loss: 0.031197 | Time: 1149.31 ms [2022-02-09 11:54:38 main:574] : INFO : Epoch 1856 | loss: 0.0312 | val_loss: 0.0311963 | Time: 1191.14 ms [2022-02-09 11:54:39 main:574] : INFO : Epoch 1857 | loss: 0.0311999 | val_loss: 0.0311967 | Time: 1213.58 ms [2022-02-09 11:54:40 main:574] : INFO : Epoch 1858 | loss: 0.0312005 | val_loss: 0.0311973 | Time: 1174.72 ms [2022-02-09 11:54:42 main:574] : INFO : Epoch 1859 | loss: 0.0311998 | val_loss: 0.0311962 | Time: 1176.9 ms [2022-02-09 11:54:43 main:574] : INFO : Epoch 1860 | loss: 0.0312007 | val_loss: 0.0311969 | Time: 1139.35 ms [2022-02-09 11:54:44 main:574] : INFO : Epoch 1861 | loss: 0.0311999 | val_loss: 0.0311963 | Time: 1188.64 ms [2022-02-09 11:54:45 main:574] : INFO : Epoch 1862 | loss: 0.0312017 | val_loss: 0.0311973 | Time: 1233.29 ms [2022-02-09 11:54:46 main:574] : INFO : Epoch 1863 | loss: 0.0312006 | val_loss: 0.0311966 | Time: 1157.39 ms [2022-02-09 11:54:48 main:574] : INFO : Epoch 1864 | loss: 0.0312003 | val_loss: 0.0311969 | Time: 1253.36 ms [2022-02-09 11:54:49 main:574] : INFO : Epoch 1865 | loss: 0.0311999 | val_loss: 0.0311964 | Time: 1207.63 ms [2022-02-09 11:54:50 main:574] : INFO : Epoch 1866 | loss: 0.0311998 | val_loss: 0.0311968 | Time: 1196.66 ms [2022-02-09 11:54:51 main:574] : INFO : Epoch 1867 | loss: 0.0311999 | val_loss: 0.0311965 | Time: 1156.61 ms [2022-02-09 11:54:52 main:574] : INFO : Epoch 1868 | loss: 0.0312001 | val_loss: 0.0311965 | Time: 1197.59 ms [2022-02-09 11:54:54 main:574] : INFO : Epoch 1869 | loss: 0.0312002 | val_loss: 0.0311964 | Time: 1213.08 ms [2022-02-09 11:54:55 main:574] : INFO : Epoch 1870 | loss: 0.0312002 | val_loss: 0.0311981 | Time: 1156.96 ms [2022-02-09 11:54:56 main:574] : INFO : Epoch 1871 | loss: 0.0312001 | val_loss: 0.0311963 | Time: 1201.62 ms [2022-02-09 11:54:57 main:574] : INFO : Epoch 1872 | loss: 0.0312007 | val_loss: 0.0311973 | Time: 1216.9 ms [2022-02-09 11:54:58 main:574] : INFO : Epoch 1873 | loss: 0.0311998 | val_loss: 0.031197 | Time: 1195.53 ms [2022-02-09 11:55:00 main:574] : INFO : Epoch 1874 | loss: 0.0311995 | val_loss: 0.0311961 | Time: 1201.37 ms [2022-02-09 11:55:01 main:574] : INFO : Epoch 1875 | loss: 0.0312001 | val_loss: 0.0311974 | Time: 1188.17 ms [2022-02-09 11:55:02 main:574] : INFO : Epoch 1876 | loss: 0.0312027 | val_loss: 0.031199 | Time: 1302.85 ms [2022-02-09 11:55:03 main:574] : INFO : Epoch 1877 | loss: 0.0312033 | val_loss: 0.0311979 | Time: 1275.25 ms [2022-02-09 11:55:05 main:574] : INFO : Epoch 1878 | loss: 0.0312005 | val_loss: 0.0311996 | Time: 1238.15 ms [2022-02-09 11:55:06 main:574] : INFO : Epoch 1879 | loss: 0.0312005 | val_loss: 0.031197 | Time: 1253.1 ms [2022-02-09 11:55:07 main:574] : INFO : Epoch 1880 | loss: 0.0312007 | val_loss: 0.0311948 | Time: 1180 ms [2022-02-09 11:55:08 main:574] : INFO : Epoch 1881 | loss: 0.0311998 | val_loss: 0.0311953 | Time: 1168 ms [2022-02-09 11:55:09 main:574] : INFO : Epoch 1882 | loss: 0.0311997 | val_loss: 0.0311949 | Time: 1151.92 ms [2022-02-09 11:55:10 main:574] : INFO : Epoch 1883 | loss: 0.0311997 | val_loss: 0.0311952 | Time: 1156.52 ms [2022-02-09 11:55:12 main:574] : INFO : Epoch 1884 | loss: 0.0312004 | val_loss: 0.0311964 | Time: 1176.56 ms [2022-02-09 11:55:13 main:574] : INFO : Epoch 1885 | loss: 0.0312 | val_loss: 0.0311957 | Time: 1137.9 ms [2022-02-09 11:55:14 main:574] : INFO : Epoch 1886 | loss: 0.0311997 | val_loss: 0.0311969 | Time: 1182.89 ms [2022-02-09 11:55:15 main:574] : INFO : Epoch 1887 | loss: 0.0311995 | val_loss: 0.0311953 | Time: 1152.39 ms [2022-02-09 11:55:16 main:574] : INFO : Epoch 1888 | loss: 0.0312 | val_loss: 0.0311952 | Time: 1165.02 ms [2022-02-09 11:55:17 main:574] : INFO : Epoch 1889 | loss: 0.0311996 | val_loss: 0.0311973 | Time: 1183.81 ms [2022-02-09 11:55:19 main:574] : INFO : Epoch 1890 | loss: 0.0312025 | val_loss: 0.0312026 | Time: 1151.36 ms [2022-02-09 11:55:20 main:574] : INFO : Epoch 1891 | loss: 0.0312024 | val_loss: 0.0311963 | Time: 1154.1 ms [2022-02-09 11:55:21 main:574] : INFO : Epoch 1892 | loss: 0.0312017 | val_loss: 0.0311956 | Time: 1140.95 ms [2022-02-09 11:55:22 main:574] : INFO : Epoch 1893 | loss: 0.0312003 | val_loss: 0.0311955 | Time: 1152.06 ms [2022-02-09 11:55:23 main:574] : INFO : Epoch 1894 | loss: 0.0311998 | val_loss: 0.031196 | Time: 1136.24 ms [2022-02-09 11:55:24 main:574] : INFO : Epoch 1895 | loss: 0.0311999 | val_loss: 0.0311951 | Time: 1157.12 ms [2022-02-09 11:55:26 main:574] : INFO : Epoch 1896 | loss: 0.0311994 | val_loss: 0.0311965 | Time: 1181.62 ms [2022-02-09 11:55:27 main:574] : INFO : Epoch 1897 | loss: 0.0311993 | val_loss: 0.0311995 | Time: 1213.15 ms [2022-02-09 11:55:28 main:574] : INFO : Epoch 1898 | loss: 0.0312007 | val_loss: 0.0311959 | Time: 1247.64 ms [2022-02-09 11:55:29 main:574] : INFO : Epoch 1899 | loss: 0.0312012 | val_loss: 0.0311991 | Time: 1218.91 ms [2022-02-09 11:55:30 main:574] : INFO : Epoch 1900 | loss: 0.0312003 | val_loss: 0.0311954 | Time: 1144.93 ms [2022-02-09 11:55:32 main:574] : INFO : Epoch 1901 | loss: 0.0311998 | val_loss: 0.0311963 | Time: 1153.35 ms [2022-02-09 11:55:33 main:574] : INFO : Epoch 1902 | loss: 0.0311995 | val_loss: 0.0311958 | Time: 1185.07 ms [2022-02-09 11:55:34 main:574] : INFO : Epoch 1903 | loss: 0.0312008 | val_loss: 0.031195 | Time: 1188.73 ms [2022-02-09 11:55:35 main:574] : INFO : Epoch 1904 | loss: 0.0311999 | val_loss: 0.0311997 | Time: 1233.63 ms [2022-02-09 11:55:36 main:574] : INFO : Epoch 1905 | loss: 0.031201 | val_loss: 0.0311957 | Time: 1152.4 ms [2022-02-09 11:55:37 main:574] : INFO : Epoch 1906 | loss: 0.0312006 | val_loss: 0.0311979 | Time: 1136.85 ms [2022-02-09 11:55:39 main:574] : INFO : Epoch 1907 | loss: 0.0311996 | val_loss: 0.0311955 | Time: 1192.03 ms [2022-02-09 11:55:40 main:574] : INFO : Epoch 1908 | loss: 0.0312 | val_loss: 0.0311982 | Time: 1197.89 ms [2022-02-09 11:55:41 main:574] : INFO : Epoch 1909 | loss: 0.0312001 | val_loss: 0.031196 | Time: 1159.04 ms [2022-02-09 11:55:42 main:574] : INFO : Epoch 1910 | loss: 0.0311999 | val_loss: 0.0311956 | Time: 1148.29 ms [2022-02-09 11:55:43 main:574] : INFO : Epoch 1911 | loss: 0.0311994 | val_loss: 0.0311963 | Time: 1125.01 ms [2022-02-09 11:55:44 main:574] : INFO : Epoch 1912 | loss: 0.0312007 | val_loss: 0.0311958 | Time: 1191.39 ms [2022-02-09 11:55:46 main:574] : INFO : Epoch 1913 | loss: 0.0312009 | val_loss: 0.0311965 | Time: 1200.21 ms [2022-02-09 11:55:47 main:574] : INFO : Epoch 1914 | loss: 0.0312009 | val_loss: 0.0311991 | Time: 1476.72 ms [2022-02-09 11:55:48 main:574] : INFO : Epoch 1915 | loss: 0.0312015 | val_loss: 0.0311962 | Time: 1180.19 ms [2022-02-09 11:55:49 main:574] : INFO : Epoch 1916 | loss: 0.0312008 | val_loss: 0.0311952 | Time: 1132.97 ms [2022-02-09 11:55:51 main:574] : INFO : Epoch 1917 | loss: 0.0311991 | val_loss: 0.031196 | Time: 1191.22 ms [2022-02-09 11:55:52 main:574] : INFO : Epoch 1918 | loss: 0.0311997 | val_loss: 0.0311953 | Time: 1179.09 ms [2022-02-09 11:55:53 main:574] : INFO : Epoch 1919 | loss: 0.0311997 | val_loss: 0.0312007 | Time: 1213.43 ms [2022-02-09 11:55:54 main:574] : INFO : Epoch 1920 | loss: 0.0312024 | val_loss: 0.0311959 | Time: 1173.05 ms [2022-02-09 11:55:55 main:574] : INFO : Epoch 1921 | loss: 0.0311998 | val_loss: 0.0311957 | Time: 1142.15 ms [2022-02-09 11:55:57 main:574] : INFO : Epoch 1922 | loss: 0.0311994 | val_loss: 0.0311953 | Time: 1196.5 ms [2022-02-09 11:55:58 main:574] : INFO : Epoch 1923 | loss: 0.0311994 | val_loss: 0.0311965 | Time: 1170.77 ms [2022-02-09 11:55:59 main:574] : INFO : Epoch 1924 | loss: 0.0312001 | val_loss: 0.0311953 | Time: 1142.17 ms [2022-02-09 11:56:00 main:574] : INFO : Epoch 1925 | loss: 0.0312002 | val_loss: 0.0312004 | Time: 1137.02 ms [2022-02-09 11:56:01 main:574] : INFO : Epoch 1926 | loss: 0.0312001 | val_loss: 0.0311965 | Time: 1207.54 ms [2022-02-09 11:56:02 main:574] : INFO : Epoch 1927 | loss: 0.0311994 | val_loss: 0.0311958 | Time: 1182.24 ms [2022-02-09 11:56:04 main:574] : INFO : Epoch 1928 | loss: 0.0311993 | val_loss: 0.031196 | Time: 1190.65 ms [2022-02-09 11:56:05 main:574] : INFO : Epoch 1929 | loss: 0.0312006 | val_loss: 0.0311997 | Time: 1178.7 ms [2022-02-09 11:56:06 main:574] : INFO : Epoch 1930 | loss: 0.0312004 | val_loss: 0.0311955 | Time: 1205.16 ms [2022-02-09 11:56:07 main:574] : INFO : Epoch 1931 | loss: 0.0312012 | val_loss: 0.0312002 | Time: 1126.96 ms [2022-02-09 11:56:08 main:574] : INFO : Epoch 1932 | loss: 0.0312019 | val_loss: 0.0311964 | Time: 1169.25 ms [2022-02-09 11:56:09 main:574] : INFO : Epoch 1933 | loss: 0.0311997 | val_loss: 0.031196 | Time: 1170.46 ms [2022-02-09 11:56:11 main:574] : INFO : Epoch 1934 | loss: 0.0312003 | val_loss: 0.0311965 | Time: 1186.85 ms [2022-02-09 11:56:12 main:574] : INFO : Epoch 1935 | loss: 0.0311993 | val_loss: 0.0311954 | Time: 1191.84 ms [2022-02-09 11:56:13 main:574] : INFO : Epoch 1936 | loss: 0.0311994 | val_loss: 0.0311956 | Time: 1182.89 ms [2022-02-09 11:56:14 main:574] : INFO : Epoch 1937 | loss: 0.0311996 | val_loss: 0.0311964 | Time: 1181.77 ms [2022-02-09 11:56:15 main:574] : INFO : Epoch 1938 | loss: 0.0312008 | val_loss: 0.0311961 | Time: 1180.05 ms [2022-02-09 11:56:17 main:574] : INFO : Epoch 1939 | loss: 0.0311994 | val_loss: 0.0311965 | Time: 1131.37 ms [2022-02-09 11:56:18 main:574] : INFO : Epoch 1940 | loss: 0.0312 | val_loss: 0.0311971 | Time: 1137.3 ms [2022-02-09 11:56:19 main:574] : INFO : Epoch 1941 | loss: 0.0312013 | val_loss: 0.0311961 | Time: 1202.91 ms [2022-02-09 11:56:20 main:574] : INFO : Epoch 1942 | loss: 0.0311996 | val_loss: 0.0311957 | Time: 1170.17 ms [2022-02-09 11:56:21 main:574] : INFO : Epoch 1943 | loss: 0.0311992 | val_loss: 0.0311951 | Time: 1194.12 ms [2022-02-09 11:56:22 main:574] : INFO : Epoch 1944 | loss: 0.0311995 | val_loss: 0.0311957 | Time: 1182.28 ms [2022-02-09 11:56:24 main:574] : INFO : Epoch 1945 | loss: 0.031199 | val_loss: 0.0311959 | Time: 1201.34 ms [2022-02-09 11:56:25 main:574] : INFO : Epoch 1946 | loss: 0.0312006 | val_loss: 0.0311961 | Time: 1165.75 ms [2022-02-09 11:56:26 main:574] : INFO : Epoch 1947 | loss: 0.0311998 | val_loss: 0.0311958 | Time: 1152.02 ms [2022-02-09 11:56:27 main:574] : INFO : Epoch 1948 | loss: 0.0311997 | val_loss: 0.031197 | Time: 1200.54 ms [2022-02-09 11:56:28 main:574] : INFO : Epoch 1949 | loss: 0.0311997 | val_loss: 0.0311967 | Time: 1159.71 ms [2022-02-09 11:56:29 main:574] : INFO : Epoch 1950 | loss: 0.0312009 | val_loss: 0.0311956 | Time: 1182.33 ms [2022-02-09 11:56:31 main:574] : INFO : Epoch 1951 | loss: 0.0312005 | val_loss: 0.0311992 | Time: 1160.19 ms [2022-02-09 11:56:32 main:574] : INFO : Epoch 1952 | loss: 0.0311999 | val_loss: 0.0311957 | Time: 1176.53 ms [2022-02-09 11:56:33 main:574] : INFO : Epoch 1953 | loss: 0.0311993 | val_loss: 0.0311956 | Time: 1151.8 ms [2022-02-09 11:56:34 main:574] : INFO : Epoch 1954 | loss: 0.0311993 | val_loss: 0.0311966 | Time: 1192.62 ms [2022-02-09 11:56:35 main:574] : INFO : Epoch 1955 | loss: 0.031199 | val_loss: 0.0311955 | Time: 1193.04 ms [2022-02-09 11:56:36 main:574] : INFO : Epoch 1956 | loss: 0.0311995 | val_loss: 0.0311963 | Time: 1159.82 ms [2022-02-09 11:56:38 main:574] : INFO : Epoch 1957 | loss: 0.0311998 | val_loss: 0.0311962 | Time: 1157.76 ms [2022-02-09 11:56:39 main:574] : INFO : Epoch 1958 | loss: 0.0311998 | val_loss: 0.0311956 | Time: 1175.33 ms [2022-02-09 11:56:40 main:574] : INFO : Epoch 1959 | loss: 0.0311993 | val_loss: 0.0311958 | Time: 1183.2 ms [2022-02-09 11:56:41 main:574] : INFO : Epoch 1960 | loss: 0.0312009 | val_loss: 0.0311971 | Time: 1149.54 ms [2022-02-09 11:56:42 main:574] : INFO : Epoch 1961 | loss: 0.0312011 | val_loss: 0.0311961 | Time: 1184.24 ms [2022-02-09 11:56:43 main:574] : INFO : Epoch 1962 | loss: 0.0312007 | val_loss: 0.0311969 | Time: 1137.83 ms [2022-02-09 11:56:45 main:574] : INFO : Epoch 1963 | loss: 0.0312003 | val_loss: 0.0311964 | Time: 1129.08 ms [2022-02-09 11:56:46 main:574] : INFO : Epoch 1964 | loss: 0.0311993 | val_loss: 0.0311955 | Time: 1115.95 ms [2022-02-09 11:56:47 main:574] : INFO : Epoch 1965 | loss: 0.0312002 | val_loss: 0.0311954 | Time: 1136.42 ms [2022-02-09 11:56:48 main:574] : INFO : Epoch 1966 | loss: 0.0311999 | val_loss: 0.0311983 | Time: 1216.66 ms [2022-02-09 11:56:49 main:574] : INFO : Epoch 1967 | loss: 0.0312007 | val_loss: 0.0311957 | Time: 1170.22 ms [2022-02-09 11:56:50 main:574] : INFO : Epoch 1968 | loss: 0.0312006 | val_loss: 0.0311957 | Time: 1144.35 ms [2022-02-09 11:56:52 main:574] : INFO : Epoch 1969 | loss: 0.031201 | val_loss: 0.0311978 | Time: 1132.86 ms [2022-02-09 11:56:53 main:574] : INFO : Epoch 1970 | loss: 0.0312018 | val_loss: 0.0312018 | Time: 1175.53 ms [2022-02-09 11:56:54 main:574] : INFO : Epoch 1971 | loss: 0.0312014 | val_loss: 0.0311959 | Time: 1142.45 ms [2022-02-09 11:56:55 main:574] : INFO : Epoch 1972 | loss: 0.0311997 | val_loss: 0.0311961 | Time: 1155.07 ms [2022-02-09 11:56:56 main:574] : INFO : Epoch 1973 | loss: 0.0312007 | val_loss: 0.0311969 | Time: 1157.06 ms [2022-02-09 11:56:57 main:574] : INFO : Epoch 1974 | loss: 0.0312013 | val_loss: 0.0311994 | Time: 1161.91 ms [2022-02-09 11:56:59 main:574] : INFO : Epoch 1975 | loss: 0.0312017 | val_loss: 0.0311994 | Time: 1194.6 ms [2022-02-09 11:57:00 main:574] : INFO : Epoch 1976 | loss: 0.0312007 | val_loss: 0.0311986 | Time: 1194.76 ms [2022-02-09 11:57:01 main:574] : INFO : Epoch 1977 | loss: 0.0312031 | val_loss: 0.0311967 | Time: 1167.29 ms [2022-02-09 11:57:02 main:574] : INFO : Epoch 1978 | loss: 0.0312022 | val_loss: 0.0311976 | Time: 1216.59 ms [2022-02-09 11:57:03 main:574] : INFO : Epoch 1979 | loss: 0.0312 | val_loss: 0.0311959 | Time: 1149.42 ms [2022-02-09 11:57:04 main:574] : INFO : Epoch 1980 | loss: 0.0311996 | val_loss: 0.031197 | Time: 1192.46 ms [2022-02-09 11:57:06 main:574] : INFO : Epoch 1981 | loss: 0.0312 | val_loss: 0.0311969 | Time: 1149.98 ms [2022-02-09 11:57:07 main:574] : INFO : Epoch 1982 | loss: 0.0312001 | val_loss: 0.0311975 | Time: 1159.14 ms [2022-02-09 11:57:08 main:574] : INFO : Epoch 1983 | loss: 0.0312021 | val_loss: 0.0311956 | Time: 1148.98 ms [2022-02-09 11:57:09 main:574] : INFO : Epoch 1984 | loss: 0.0311992 | val_loss: 0.0311959 | Time: 1168.71 ms [2022-02-09 11:57:10 main:574] : INFO : Epoch 1985 | loss: 0.0311997 | val_loss: 0.0311973 | Time: 1146.72 ms [2022-02-09 11:57:11 main:574] : INFO : Epoch 1986 | loss: 0.0311999 | val_loss: 0.0311959 | Time: 1166.09 ms [2022-02-09 11:57:13 main:574] : INFO : Epoch 1987 | loss: 0.0312 | val_loss: 0.0311962 | Time: 1202.51 ms [2022-02-09 11:57:14 main:574] : INFO : Epoch 1988 | loss: 0.0311997 | val_loss: 0.0311955 | Time: 1166.98 ms [2022-02-09 11:57:15 main:574] : INFO : Epoch 1989 | loss: 0.0311996 | val_loss: 0.0311959 | Time: 1171.82 ms [2022-02-09 11:57:16 main:574] : INFO : Epoch 1990 | loss: 0.0311999 | val_loss: 0.0311969 | Time: 1178.72 ms [2022-02-09 11:57:17 main:574] : INFO : Epoch 1991 | loss: 0.0311995 | val_loss: 0.0311964 | Time: 1190.86 ms [2022-02-09 11:57:18 main:574] : INFO : Epoch 1992 | loss: 0.0311994 | val_loss: 0.0311962 | Time: 1133.72 ms [2022-02-09 11:57:20 main:574] : INFO : Epoch 1993 | loss: 0.0311992 | val_loss: 0.0311983 | Time: 1136.07 ms [2022-02-09 11:57:21 main:574] : INFO : Epoch 1994 | loss: 0.0312011 | val_loss: 0.031196 | Time: 1169.06 ms [2022-02-09 11:57:22 main:574] : INFO : Epoch 1995 | loss: 0.0311996 | val_loss: 0.0311959 | Time: 1160.6 ms [2022-02-09 11:57:23 main:574] : INFO : Epoch 1996 | loss: 0.0312002 | val_loss: 0.0311973 | Time: 1162.15 ms [2022-02-09 11:57:24 main:574] : INFO : Epoch 1997 | loss: 0.0312004 | val_loss: 0.0311999 | Time: 1204.89 ms [2022-02-09 11:57:25 main:574] : INFO : Epoch 1998 | loss: 0.0312007 | val_loss: 0.0311968 | Time: 1201.11 ms [2022-02-09 11:57:27 main:574] : INFO : Epoch 1999 | loss: 0.0312039 | val_loss: 0.0311979 | Time: 1160.99 ms [2022-02-09 11:57:28 main:574] : INFO : Epoch 2000 | loss: 0.0312037 | val_loss: 0.0311985 | Time: 1179.76 ms [2022-02-09 11:57:29 main:574] : INFO : Epoch 2001 | loss: 0.0312003 | val_loss: 0.0311971 | Time: 1186.37 ms [2022-02-09 11:57:30 main:574] : INFO : Epoch 2002 | loss: 0.0312004 | val_loss: 0.0311953 | Time: 1203.23 ms [2022-02-09 11:57:31 main:574] : INFO : Epoch 2003 | loss: 0.0312009 | val_loss: 0.0311956 | Time: 1200.93 ms [2022-02-09 11:57:33 main:574] : INFO : Epoch 2004 | loss: 0.0312007 | val_loss: 0.0311957 | Time: 1177.09 ms [2022-02-09 11:57:34 main:574] : INFO : Epoch 2005 | loss: 0.0312011 | val_loss: 0.0311967 | Time: 1160.22 ms [2022-02-09 11:57:35 main:574] : INFO : Epoch 2006 | loss: 0.0312004 | val_loss: 0.0311955 | Time: 1154.69 ms [2022-02-09 11:57:36 main:574] : INFO : Epoch 2007 | loss: 0.0311999 | val_loss: 0.0311955 | Time: 1167.11 ms [2022-02-09 11:57:37 main:574] : INFO : Epoch 2008 | loss: 0.0311993 | val_loss: 0.0311952 | Time: 1158.04 ms [2022-02-09 11:57:38 main:574] : INFO : Epoch 2009 | loss: 0.0311997 | val_loss: 0.031198 | Time: 1147.69 ms [2022-02-09 11:57:40 main:574] : INFO : Epoch 2010 | loss: 0.0312003 | val_loss: 0.0311989 | Time: 1199.56 ms [2022-02-09 11:57:41 main:574] : INFO : Epoch 2011 | loss: 0.0312006 | val_loss: 0.0311967 | Time: 1167.53 ms [2022-02-09 11:57:42 main:574] : INFO : Epoch 2012 | loss: 0.0312001 | val_loss: 0.0311956 | Time: 1156.85 ms [2022-02-09 11:57:43 main:574] : INFO : Epoch 2013 | loss: 0.0311996 | val_loss: 0.031195 | Time: 1154.58 ms [2022-02-09 11:57:44 main:574] : INFO : Epoch 2014 | loss: 0.0312013 | val_loss: 0.0311955 | Time: 1186.72 ms [2022-02-09 11:57:45 main:574] : INFO : Epoch 2015 | loss: 0.0312009 | val_loss: 0.0311956 | Time: 1141.34 ms [2022-02-09 11:57:47 main:574] : INFO : Epoch 2016 | loss: 0.0312006 | val_loss: 0.0312004 | Time: 1227.43 ms [2022-02-09 11:57:48 main:574] : INFO : Epoch 2017 | loss: 0.0312003 | val_loss: 0.031195 | Time: 1179.84 ms [2022-02-09 11:57:49 main:574] : INFO : Epoch 2018 | loss: 0.0311991 | val_loss: 0.0311944 | Time: 1140.06 ms [2022-02-09 11:57:50 main:574] : INFO : Epoch 2019 | loss: 0.031199 | val_loss: 0.0311955 | Time: 1185.51 ms [2022-02-09 11:57:51 main:574] : INFO : Epoch 2020 | loss: 0.0311993 | val_loss: 0.031194 | Time: 1134.84 ms [2022-02-09 11:57:52 main:574] : INFO : Epoch 2021 | loss: 0.0311996 | val_loss: 0.0311945 | Time: 1204.32 ms [2022-02-09 11:57:54 main:574] : INFO : Epoch 2022 | loss: 0.0312002 | val_loss: 0.031194 | Time: 1155.42 ms [2022-02-09 11:57:55 main:574] : INFO : Epoch 2023 | loss: 0.0311994 | val_loss: 0.0311941 | Time: 1164.93 ms [2022-02-09 11:57:56 main:574] : INFO : Epoch 2024 | loss: 0.0311993 | val_loss: 0.031194 | Time: 1136.94 ms [2022-02-09 11:57:57 main:574] : INFO : Epoch 2025 | loss: 0.0311997 | val_loss: 0.0311947 | Time: 1118.71 ms [2022-02-09 11:57:58 main:574] : INFO : Epoch 2026 | loss: 0.0311997 | val_loss: 0.0311941 | Time: 1156.14 ms [2022-02-09 11:57:59 main:574] : INFO : Epoch 2027 | loss: 0.0311997 | val_loss: 0.0311968 | Time: 1192.96 ms [2022-02-09 11:58:01 main:574] : INFO : Epoch 2028 | loss: 0.0312 | val_loss: 0.0311951 | Time: 1169.37 ms [2022-02-09 11:58:02 main:574] : INFO : Epoch 2029 | loss: 0.0312008 | val_loss: 0.0311949 | Time: 1158.74 ms [2022-02-09 11:58:03 main:574] : INFO : Epoch 2030 | loss: 0.0312011 | val_loss: 0.0311947 | Time: 1200.26 ms [2022-02-09 11:58:04 main:574] : INFO : Epoch 2031 | loss: 0.0312002 | val_loss: 0.0311965 | Time: 1180.91 ms [2022-02-09 11:58:05 main:574] : INFO : Epoch 2032 | loss: 0.031202 | val_loss: 0.0311955 | Time: 1177.93 ms [2022-02-09 11:58:06 main:574] : INFO : Epoch 2033 | loss: 0.0312016 | val_loss: 0.0311951 | Time: 1230.7 ms [2022-02-09 11:58:08 main:574] : INFO : Epoch 2034 | loss: 0.0312004 | val_loss: 0.031195 | Time: 1157.85 ms [2022-02-09 11:58:09 main:574] : INFO : Epoch 2035 | loss: 0.0311994 | val_loss: 0.031194 | Time: 1202.77 ms [2022-02-09 11:58:10 main:574] : INFO : Epoch 2036 | loss: 0.0311992 | val_loss: 0.0311948 | Time: 1211.41 ms [2022-02-09 11:58:11 main:574] : INFO : Epoch 2037 | loss: 0.0311994 | val_loss: 0.031194 | Time: 1186.34 ms [2022-02-09 11:58:12 main:574] : INFO : Epoch 2038 | loss: 0.0311991 | val_loss: 0.0311941 | Time: 1145.28 ms [2022-02-09 11:58:14 main:574] : INFO : Epoch 2039 | loss: 0.0312008 | val_loss: 0.0311948 | Time: 1182.6 ms [2022-02-09 11:58:15 main:574] : INFO : Epoch 2040 | loss: 0.0312005 | val_loss: 0.0311943 | Time: 1200.44 ms [2022-02-09 11:58:16 main:574] : INFO : Epoch 2041 | loss: 0.0312003 | val_loss: 0.0311969 | Time: 1152.6 ms [2022-02-09 11:58:17 main:574] : INFO : Epoch 2042 | loss: 0.0312012 | val_loss: 0.0311944 | Time: 1217.32 ms [2022-02-09 11:58:18 main:574] : INFO : Epoch 2043 | loss: 0.0312 | val_loss: 0.031194 | Time: 1122.19 ms [2022-02-09 11:58:19 main:574] : INFO : Epoch 2044 | loss: 0.0312 | val_loss: 0.0311951 | Time: 1150.16 ms [2022-02-09 11:58:21 main:574] : INFO : Epoch 2045 | loss: 0.0311998 | val_loss: 0.0311952 | Time: 1140.4 ms [2022-02-09 11:58:22 main:574] : INFO : Epoch 2046 | loss: 0.0312004 | val_loss: 0.0311952 | Time: 1196.57 ms [2022-02-09 11:58:23 main:574] : INFO : Epoch 2047 | loss: 0.0312006 | val_loss: 0.0311953 | Time: 1205.64 ms [2022-02-09 11:58:24 main:574] : INFO : Epoch 2048 | loss: 0.0311999 | val_loss: 0.031194 | Time: 1213.65 ms [2022-02-09 11:58:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031194 [2022-02-09 11:58:24 main:603] : INFO : Saving end state to config to file [2022-02-09 11:58:24 main:608] : INFO : Success, exiting.. 11:58:24 (1644): 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)