Task 14465932
| Name | ParityModified-1647041438-6737-3-0_0 |
| Workunit | 11507956 |
| Created | 6 Apr 2022, 11:41:39 UTC |
| Sent | 10 Apr 2022, 16:02:54 UTC |
| Report deadline | 18 Apr 2022, 16:02:54 UTC |
| Received | 30 Apr 2022, 16:18:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16174 |
| Run time | 1 hours 47 min 27 sec |
| CPU time | 1 hours 46 min 34 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 8,250.52 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.61 GB |
| Peak swap size | 4.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> Epoch 1613 | loss: 0.0311056 | val_loss: 0.0311776 | Time: 1036.25 ms [2022-04-10 16:02:44 main:574] : INFO : Epoch 1614 | loss: 0.0311045 | val_loss: 0.0311694 | Time: 1118.89 ms [2022-04-10 16:02:45 main:574] : INFO : Epoch 1615 | loss: 0.0311024 | val_loss: 0.0311701 | Time: 1182.65 ms [2022-04-10 16:02:46 main:574] : INFO : Epoch 1616 | loss: 0.0311042 | val_loss: 0.0311749 | Time: 1207.03 ms [2022-04-10 16:02:47 main:574] : INFO : Epoch 1617 | loss: 0.0311031 | val_loss: 0.0311737 | Time: 1107.54 ms [2022-04-10 16:02:48 main:574] : INFO : Epoch 1618 | loss: 0.0310995 | val_loss: 0.0311752 | Time: 1162.21 ms [2022-04-10 16:02:49 main:574] : INFO : Epoch 1619 | loss: 0.0310991 | val_loss: 0.0311697 | Time: 1117.12 ms [2022-04-10 16:02:50 main:574] : INFO : Epoch 1620 | loss: 0.0311003 | val_loss: 0.0311651 | Time: 1033.25 ms [2022-04-10 16:02:51 main:574] : INFO : Epoch 1621 | loss: 0.0311047 | val_loss: 0.0311657 | Time: 1110.31 ms [2022-04-10 16:02:53 main:574] : INFO : Epoch 1622 | loss: 0.0311025 | val_loss: 0.0311802 | Time: 1130.67 ms [2022-04-10 16:02:54 main:574] : INFO : Epoch 1623 | loss: 0.0310993 | val_loss: 0.0311758 | Time: 1187.42 ms [2022-04-10 16:02:55 main:574] : INFO : Epoch 1624 | loss: 0.0311003 | val_loss: 0.0311826 | Time: 1135.64 ms [2022-04-10 16:02:56 main:574] : INFO : Epoch 1625 | loss: 0.0311068 | val_loss: 0.0311846 | Time: 1140.25 ms [2022-04-10 16:02:57 main:574] : INFO : Epoch 1626 | loss: 0.0311106 | val_loss: 0.0311826 | Time: 1081.02 ms [2022-04-10 16:02:58 main:574] : INFO : Epoch 1627 | loss: 0.0311111 | val_loss: 0.0311703 | Time: 1105.28 ms [2022-04-10 16:02:59 main:574] : INFO : Epoch 1628 | loss: 0.0311054 | val_loss: 0.0311716 | Time: 1151.23 ms [2022-04-10 16:03:01 main:574] : INFO : Epoch 1629 | loss: 0.0311032 | val_loss: 0.0311705 | Time: 1195.81 ms [2022-04-10 16:03:02 main:574] : INFO : Epoch 1630 | loss: 0.0311058 | val_loss: 0.0311792 | Time: 1097.51 ms [2022-04-10 16:03:03 main:574] : INFO : Epoch 1631 | loss: 0.031108 | val_loss: 0.0311699 | Time: 1150.71 ms [2022-04-10 16:03:04 main:574] : INFO : Epoch 1632 | loss: 0.0311035 | val_loss: 0.0311769 | Time: 1074.23 ms [2022-04-10 16:03:05 main:574] : INFO : Epoch 1633 | loss: 0.0311024 | val_loss: 0.0311771 | Time: 1107.04 ms [2022-04-10 16:03:06 main:574] : INFO : Epoch 1634 | loss: 0.0311034 | val_loss: 0.0311665 | Time: 1072.88 ms [2022-04-10 16:03:07 main:574] : INFO : Epoch 1635 | loss: 0.0311088 | val_loss: 0.031172 | Time: 1150.91 ms [2022-04-10 16:03:08 main:574] : INFO : Epoch 1636 | loss: 0.0311048 | val_loss: 0.0311679 | Time: 1071.19 ms [2022-04-10 16:03:09 main:574] : INFO : Epoch 1637 | loss: 0.0311016 | val_loss: 0.0311712 | Time: 1051.28 ms [2022-04-10 16:03:10 main:574] : INFO : Epoch 1638 | loss: 0.0311008 | val_loss: 0.0311719 | Time: 1097 ms [2022-04-10 16:03:12 main:574] : INFO : Epoch 1639 | loss: 0.0311011 | val_loss: 0.0311747 | Time: 1090.17 ms [2022-04-10 16:03:13 main:574] : INFO : Epoch 1640 | loss: 0.0311011 | val_loss: 0.0311773 | Time: 1071.46 ms [2022-04-10 16:03:14 main:574] : INFO : Epoch 1641 | loss: 0.0310981 | val_loss: 0.0311767 | Time: 1153.33 ms [2022-04-10 16:03:15 main:574] : INFO : Epoch 1642 | loss: 0.0310954 | val_loss: 0.0311826 | Time: 1056.53 ms [2022-04-10 16:03:16 main:574] : INFO : Epoch 1643 | loss: 0.0310932 | val_loss: 0.0311759 | Time: 1155.18 ms [2022-04-10 16:03:17 main:574] : INFO : Epoch 1644 | loss: 0.0310934 | val_loss: 0.0311859 | Time: 1154.81 ms [2022-04-10 16:03:18 main:574] : INFO : Epoch 1645 | loss: 0.0311001 | val_loss: 0.0311752 | Time: 1080.58 ms [2022-04-10 16:03:19 main:574] : INFO : Epoch 1646 | loss: 0.0310976 | val_loss: 0.0311763 | Time: 1210.81 ms [2022-04-10 16:03:21 main:574] : INFO : Epoch 1647 | loss: 0.0310927 | val_loss: 0.0311852 | Time: 1032.96 ms [2022-04-10 16:03:22 main:574] : INFO : Epoch 1648 | loss: 0.0310926 | val_loss: 0.0311851 | Time: 1124.89 ms [2022-04-10 16:03:23 main:574] : INFO : Epoch 1649 | loss: 0.0310904 | val_loss: 0.0311779 | Time: 1205.32 ms [2022-04-10 16:03:24 main:574] : INFO : Epoch 1650 | loss: 0.0310972 | val_loss: 0.0311727 | Time: 1098.28 ms [2022-04-10 16:03:25 main:574] : INFO : Epoch 1651 | loss: 0.0311055 | val_loss: 0.0311777 | Time: 1147.26 ms [2022-04-10 16:03:26 main:574] : INFO : Epoch 1652 | loss: 0.0311011 | val_loss: 0.0311783 | Time: 1053.17 ms [2022-04-10 16:03:27 main:574] : INFO : Epoch 1653 | loss: 0.0310967 | val_loss: 0.031174 | Time: 1138.78 ms [2022-04-10 16:03:28 main:574] : INFO : Epoch 1654 | loss: 0.0310961 | val_loss: 0.0311832 | Time: 1123.46 ms [2022-04-10 16:03:30 main:574] : INFO : Epoch 1655 | loss: 0.0310895 | val_loss: 0.0311795 | Time: 1115.66 ms [2022-04-10 16:03:31 main:574] : INFO : Epoch 1656 | loss: 0.0310882 | val_loss: 0.0311811 | Time: 1142.45 ms [2022-04-10 16:03:32 main:574] : INFO : Epoch 1657 | loss: 0.0310906 | val_loss: 0.0311804 | Time: 1017.73 ms [2022-04-10 16:03:33 main:574] : INFO : Epoch 1658 | loss: 0.0310929 | val_loss: 0.0311765 | Time: 1106.15 ms [2022-04-10 16:03:34 main:574] : INFO : Epoch 1659 | loss: 0.0310912 | val_loss: 0.0311761 | Time: 1184.82 ms [2022-04-10 16:03:35 main:574] : INFO : Epoch 1660 | loss: 0.031095 | val_loss: 0.0311851 | Time: 1101.83 ms [2022-04-10 16:03:36 main:574] : INFO : Epoch 1661 | loss: 0.0310967 | val_loss: 0.0311785 | Time: 1127.38 ms [2022-04-10 16:03:37 main:574] : INFO : Epoch 1662 | loss: 0.0310983 | val_loss: 0.0311711 | Time: 1106.96 ms [2022-04-10 16:03:38 main:574] : INFO : Epoch 1663 | loss: 0.0311065 | val_loss: 0.0311812 | Time: 1101.93 ms [2022-04-10 16:03:40 main:574] : INFO : Epoch 1664 | loss: 0.0311059 | val_loss: 0.0311727 | Time: 1096.38 ms [2022-04-10 16:03:41 main:574] : INFO : Epoch 1665 | loss: 0.0311015 | val_loss: 0.031173 | Time: 1119.44 ms [2022-04-10 16:03:42 main:574] : INFO : Epoch 1666 | loss: 0.0310933 | val_loss: 0.0311817 | Time: 1716.73 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce RTX 3060 Ti) [2022-04-30 11:26:46 main:435] : INFO : Set logging level to 1 [2022-04-30 11:26:46 main:441] : INFO : Running in BOINC Client mode [2022-04-30 11:26:46 main:444] : INFO : Resolving all filenames [2022-04-30 11:26:46 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-30 11:26:46 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-30 11:26:46 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-30 11:26:46 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-30 11:26:46 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-30 11:26:46 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-30 11:26:46 main:474] : INFO : Configuration: [2022-04-30 11:26:46 main:475] : INFO : Model type: GRU [2022-04-30 11:26:46 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-30 11:26:46 main:477] : INFO : Max Epochs: 2048 [2022-04-30 11:26:46 main:478] : INFO : Batch Size: 128 [2022-04-30 11:26:46 main:479] : INFO : Learning Rate: 0.01 [2022-04-30 11:26:46 main:480] : INFO : Patience: 10 [2022-04-30 11:26:46 main:481] : INFO : Hidden Width: 12 [2022-04-30 11:26:46 main:482] : INFO : # Recurrent Layers: 4 [2022-04-30 11:26:46 main:483] : INFO : # Backend Layers: 4 [2022-04-30 11:26:46 main:484] : INFO : # Threads: 1 [2022-04-30 11:26:46 main:486] : INFO : Preparing Dataset [2022-04-30 11:26:46 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-30 11:26:47 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce RTX 3060 Ti) [2022-04-30 11:32:11 main:435] : INFO : Set logging level to 1 [2022-04-30 11:32:11 main:441] : INFO : Running in BOINC Client mode [2022-04-30 11:32:11 main:444] : INFO : Resolving all filenames [2022-04-30 11:32:11 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-30 11:32:11 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-30 11:32:11 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-30 11:32:11 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-30 11:32:11 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-30 11:32:11 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-30 11:32:11 main:474] : INFO : Configuration: [2022-04-30 11:32:11 main:475] : INFO : Model type: GRU [2022-04-30 11:32:11 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-30 11:32:11 main:477] : INFO : Max Epochs: 2048 [2022-04-30 11:32:11 main:478] : INFO : Batch Size: 128 [2022-04-30 11:32:11 main:479] : INFO : Learning Rate: 0.01 [2022-04-30 11:32:11 main:480] : INFO : Patience: 10 [2022-04-30 11:32:11 main:481] : INFO : Hidden Width: 12 [2022-04-30 11:32:11 main:482] : INFO : # Recurrent Layers: 4 [2022-04-30 11:32:11 main:483] : INFO : # Backend Layers: 4 [2022-04-30 11:32:11 main:484] : INFO : # Threads: 1 [2022-04-30 11:32:11 main:486] : INFO : Preparing Dataset [2022-04-30 11:32:11 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-30 11:32:11 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-30 11:53:12 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-30 11:53:12 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-30 11:53:12 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-30 11:53:12 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-30 11:53:12 main:494] : INFO : Creating Model [2022-04-30 11:53:12 main:507] : INFO : Preparing config file [2022-04-30 11:53:12 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-30 11:53:12 main:512] : INFO : Loading config [2022-04-30 11:53:12 main:514] : INFO : Loading state [2022-04-30 12:08:02 main:559] : INFO : Loading DataLoader into Memory [2022-04-30 12:08:02 main:562] : INFO : Starting Training [2022-04-30 12:09:17 main:574] : INFO : Epoch 1638 | loss: 0.0313339 | val_loss: 0.0312399 | Time: 75284.6 ms [2022-04-30 12:09:19 main:574] : INFO : Epoch 1639 | loss: 0.0311998 | val_loss: 0.0311767 | Time: 1228.2 ms [2022-04-30 12:09:20 main:574] : INFO : Epoch 1640 | loss: 0.0311178 | val_loss: 0.0311608 | Time: 1230.64 ms [2022-04-30 12:09:21 main:574] : INFO : Epoch 1641 | loss: 0.0311112 | val_loss: 0.0311743 | Time: 1219.82 ms [2022-04-30 12:09:22 main:574] : INFO : Epoch 1642 | loss: 0.0311058 | val_loss: 0.0311649 | Time: 1273.56 ms [2022-04-30 12:09:24 main:574] : INFO : Epoch 1643 | loss: 0.0311087 | val_loss: 0.0311674 | Time: 1215.79 ms [2022-04-30 12:09:25 main:574] : INFO : Epoch 1644 | loss: 0.0311118 | val_loss: 0.0311664 | Time: 1230.2 ms [2022-04-30 12:09:26 main:574] : INFO : Epoch 1645 | loss: 0.0311055 | val_loss: 0.0311762 | Time: 1257.74 ms [2022-04-30 12:09:27 main:574] : INFO : Epoch 1646 | loss: 0.0311077 | val_loss: 0.0311637 | Time: 1140.43 ms [2022-04-30 12:09:28 main:574] : INFO : Epoch 1647 | loss: 0.031106 | val_loss: 0.0311773 | Time: 1214.53 ms [2022-04-30 12:09:30 main:574] : INFO : Epoch 1648 | loss: 0.031102 | val_loss: 0.0311703 | Time: 1208.57 ms [2022-04-30 12:09:31 main:574] : INFO : Epoch 1649 | loss: 0.0311046 | val_loss: 0.0311756 | Time: 1182.92 ms [2022-04-30 12:09:32 main:574] : INFO : Epoch 1650 | loss: 0.031107 | val_loss: 0.0311773 | Time: 1210.01 ms [2022-04-30 12:09:33 main:574] : INFO : Epoch 1651 | loss: 0.0311064 | val_loss: 0.0311728 | Time: 1166.88 ms [2022-04-30 12:09:34 main:574] : INFO : Epoch 1652 | loss: 0.0311057 | val_loss: 0.0311689 | Time: 1189.38 ms [2022-04-30 12:09:36 main:574] : INFO : Epoch 1653 | loss: 0.0311054 | val_loss: 0.031164 | Time: 1258.83 ms [2022-04-30 12:09:37 main:574] : INFO : Epoch 1654 | loss: 0.0311034 | val_loss: 0.0311731 | Time: 1219.76 ms [2022-04-30 12:09:38 main:574] : INFO : Epoch 1655 | loss: 0.0311002 | val_loss: 0.0311834 | Time: 1186.79 ms [2022-04-30 12:09:39 main:574] : INFO : Epoch 1656 | loss: 0.0310974 | val_loss: 0.0311809 | Time: 1262.79 ms [2022-04-30 12:09:41 main:574] : INFO : Epoch 1657 | loss: 0.0310955 | val_loss: 0.0311766 | Time: 1263.17 ms [2022-04-30 12:09:42 main:574] : INFO : Epoch 1658 | loss: 0.031099 | val_loss: 0.0311662 | Time: 1247.55 ms [2022-04-30 12:09:43 main:574] : INFO : Epoch 1659 | loss: 0.0310959 | val_loss: 0.031182 | Time: 1195.57 ms [2022-04-30 12:09:44 main:574] : INFO : Epoch 1660 | loss: 0.0310992 | val_loss: 0.0311783 | Time: 1221.04 ms [2022-04-30 12:09:45 main:574] : INFO : Epoch 1661 | loss: 0.0310938 | val_loss: 0.0311726 | Time: 1202.57 ms [2022-04-30 12:09:47 main:574] : INFO : Epoch 1662 | loss: 0.0310906 | val_loss: 0.0311742 | Time: 1258.86 ms [2022-04-30 12:09:48 main:574] : INFO : Epoch 1663 | loss: 0.0310934 | val_loss: 0.0311748 | Time: 1224.42 ms [2022-04-30 12:09:49 main:574] : INFO : Epoch 1664 | loss: 0.0310952 | val_loss: 0.031179 | Time: 1205.98 ms [2022-04-30 12:09:50 main:574] : INFO : Epoch 1665 | loss: 0.0310954 | val_loss: 0.0311778 | Time: 1231.66 ms [2022-04-30 12:09:52 main:574] : INFO : Epoch 1666 | loss: 0.031093 | val_loss: 0.0311808 | Time: 1195.47 ms [2022-04-30 12:09:53 main:574] : INFO : Epoch 1667 | loss: 0.0310938 | val_loss: 0.0311811 | Time: 1229.18 ms [2022-04-30 12:09:54 main:574] : INFO : Epoch 1668 | loss: 0.0310898 | val_loss: 0.0311832 | Time: 1199.42 ms [2022-04-30 12:09:55 main:574] : INFO : Epoch 1669 | loss: 0.031093 | val_loss: 0.0311694 | Time: 1175.86 ms [2022-04-30 12:09:56 main:574] : INFO : Epoch 1670 | loss: 0.0310967 | val_loss: 0.0311653 | Time: 1200.58 ms [2022-04-30 12:09:58 main:574] : INFO : Epoch 1671 | loss: 0.0310948 | val_loss: 0.0311777 | Time: 1197.91 ms [2022-04-30 12:09:59 main:574] : INFO : Epoch 1672 | loss: 0.0310951 | val_loss: 0.0311757 | Time: 1199.65 ms [2022-04-30 12:10:00 main:574] : INFO : Epoch 1673 | loss: 0.0310944 | val_loss: 0.0311809 | Time: 1243.1 ms [2022-04-30 12:10:01 main:574] : INFO : Epoch 1674 | loss: 0.0310979 | val_loss: 0.0311708 | Time: 1237.24 ms [2022-04-30 12:10:02 main:574] : INFO : Epoch 1675 | loss: 0.0311032 | val_loss: 0.0311735 | Time: 1227.24 ms [2022-04-30 12:10:04 main:574] : INFO : Epoch 1676 | loss: 0.0311003 | val_loss: 0.0311728 | Time: 1188.63 ms [2022-04-30 12:10:05 main:574] : INFO : Epoch 1677 | loss: 0.0310963 | val_loss: 0.0311711 | Time: 1224.89 ms [2022-04-30 12:10:06 main:574] : INFO : Epoch 1678 | loss: 0.0310976 | val_loss: 0.0311699 | Time: 1226.54 ms [2022-04-30 12:10:07 main:574] : INFO : Epoch 1679 | loss: 0.0310961 | val_loss: 0.0311809 | Time: 1223.37 ms [2022-04-30 12:10:09 main:574] : INFO : Epoch 1680 | loss: 0.0310907 | val_loss: 0.031172 | Time: 1224.77 ms [2022-04-30 12:10:10 main:574] : INFO : Epoch 1681 | loss: 0.0310882 | val_loss: 0.0311815 | Time: 1311.61 ms [2022-04-30 12:10:11 main:574] : INFO : Epoch 1682 | loss: 0.0310905 | val_loss: 0.0311782 | Time: 1213.67 ms [2022-04-30 12:10:12 main:574] : INFO : Epoch 1683 | loss: 0.031092 | val_loss: 0.0311721 | Time: 1169.03 ms [2022-04-30 12:10:13 main:574] : INFO : Epoch 1684 | loss: 0.0310864 | val_loss: 0.031174 | Time: 1162.86 ms [2022-04-30 12:10:15 main:574] : INFO : Epoch 1685 | loss: 0.031086 | val_loss: 0.0311634 | Time: 1173.35 ms [2022-04-30 12:10:16 main:574] : INFO : Epoch 1686 | loss: 0.0310856 | val_loss: 0.0311809 | Time: 1213.7 ms [2022-04-30 12:10:17 main:574] : INFO : Epoch 1687 | loss: 0.031084 | val_loss: 0.0311818 | Time: 1250.1 ms [2022-04-30 12:10:18 main:574] : INFO : Epoch 1688 | loss: 0.0310803 | val_loss: 0.0311823 | Time: 1188.29 ms [2022-04-30 12:10:19 main:574] : INFO : Epoch 1689 | loss: 0.0310827 | val_loss: 0.0311771 | Time: 1117.39 ms [2022-04-30 12:10:21 main:574] : INFO : Epoch 1690 | loss: 0.0310822 | val_loss: 0.0311781 | Time: 1226.8 ms [2022-04-30 12:10:22 main:574] : INFO : Epoch 1691 | loss: 0.0310841 | val_loss: 0.0311791 | Time: 1200.52 ms [2022-04-30 12:10:23 main:574] : INFO : Epoch 1692 | loss: 0.0310846 | val_loss: 0.0311754 | Time: 1235.17 ms [2022-04-30 12:10:24 main:574] : INFO : Epoch 1693 | loss: 0.0310895 | val_loss: 0.0311861 | Time: 1143.94 ms [2022-04-30 12:10:25 main:574] : INFO : Epoch 1694 | loss: 0.0310847 | val_loss: 0.0311782 | Time: 1230.42 ms [2022-04-30 12:10:27 main:574] : INFO : Epoch 1695 | loss: 0.0310818 | val_loss: 0.0311744 | Time: 1169.32 ms [2022-04-30 12:10:28 main:574] : INFO : Epoch 1696 | loss: 0.0310849 | val_loss: 0.0311793 | Time: 1190.81 ms [2022-04-30 12:10:29 main:574] : INFO : Epoch 1697 | loss: 0.0310818 | val_loss: 0.0311853 | Time: 1239.8 ms [2022-04-30 12:10:30 main:574] : INFO : Epoch 1698 | loss: 0.0310786 | val_loss: 0.0311817 | Time: 1205.05 ms [2022-04-30 12:10:32 main:574] : INFO : Epoch 1699 | loss: 0.031084 | val_loss: 0.0311817 | Time: 1242.21 ms [2022-04-30 12:10:33 main:574] : INFO : Epoch 1700 | loss: 0.0310865 | val_loss: 0.0311748 | Time: 1185.83 ms [2022-04-30 12:10:34 main:574] : INFO : Epoch 1701 | loss: 0.0310854 | val_loss: 0.0311691 | Time: 1220.14 ms [2022-04-30 12:10:35 main:574] : INFO : Epoch 1702 | loss: 0.0310857 | val_loss: 0.0311792 | Time: 1219.53 ms [2022-04-30 12:10:36 main:574] : INFO : Epoch 1703 | loss: 0.0310927 | val_loss: 0.0311788 | Time: 1246.35 ms [2022-04-30 12:10:38 main:574] : INFO : Epoch 1704 | loss: 0.0310937 | val_loss: 0.0311767 | Time: 1138.61 ms [2022-04-30 12:10:39 main:574] : INFO : Epoch 1705 | loss: 0.0310906 | val_loss: 0.0311772 | Time: 1191.43 ms [2022-04-30 12:10:40 main:574] : INFO : Epoch 1706 | loss: 0.0310856 | val_loss: 0.0311792 | Time: 1240.9 ms [2022-04-30 12:10:41 main:574] : INFO : Epoch 1707 | loss: 0.0310841 | val_loss: 0.0311732 | Time: 1177.89 ms [2022-04-30 12:10:42 main:574] : INFO : Epoch 1708 | loss: 0.0310911 | val_loss: 0.0311739 | Time: 1207.48 ms [2022-04-30 12:10:44 main:574] : INFO : Epoch 1709 | loss: 0.0310919 | val_loss: 0.0311838 | Time: 1239.89 ms [2022-04-30 12:10:45 main:574] : INFO : Epoch 1710 | loss: 0.0310882 | val_loss: 0.0311889 | Time: 1212.4 ms [2022-04-30 12:10:46 main:574] : INFO : Epoch 1711 | loss: 0.0310849 | val_loss: 0.0311871 | Time: 1224.27 ms [2022-04-30 12:10:47 main:574] : INFO : Epoch 1712 | loss: 0.0310813 | val_loss: 0.031182 | Time: 1224.13 ms [2022-04-30 12:10:49 main:574] : INFO : Epoch 1713 | loss: 0.0310782 | val_loss: 0.0311872 | Time: 1247.21 ms [2022-04-30 12:10:50 main:574] : INFO : Epoch 1714 | loss: 0.0310782 | val_loss: 0.0311895 | Time: 1167.48 ms [2022-04-30 12:10:51 main:574] : INFO : Epoch 1715 | loss: 0.0310768 | val_loss: 0.0311782 | Time: 1226.52 ms [2022-04-30 12:10:52 main:574] : INFO : Epoch 1716 | loss: 0.0310769 | val_loss: 0.031187 | Time: 1258.66 ms [2022-04-30 12:10:53 main:574] : INFO : Epoch 1717 | loss: 0.0310916 | val_loss: 0.0311759 | Time: 1226.39 ms [2022-04-30 12:10:55 main:574] : INFO : Epoch 1718 | loss: 0.0310848 | val_loss: 0.0311822 | Time: 1188.62 ms [2022-04-30 12:10:56 main:574] : INFO : Epoch 1719 | loss: 0.0310822 | val_loss: 0.0311758 | Time: 1189.65 ms [2022-04-30 12:10:57 main:574] : INFO : Epoch 1720 | loss: 0.0310792 | val_loss: 0.0312017 | Time: 1212.53 ms [2022-04-30 12:10:58 main:574] : INFO : Epoch 1721 | loss: 0.0310782 | val_loss: 0.0311826 | Time: 1236.99 ms [2022-04-30 12:10:59 main:574] : INFO : Epoch 1722 | loss: 0.0310843 | val_loss: 0.0311811 | Time: 1198.23 ms [2022-04-30 12:11:01 main:574] : INFO : Epoch 1723 | loss: 0.0310877 | val_loss: 0.0311871 | Time: 1213.06 ms [2022-04-30 12:11:02 main:574] : INFO : Epoch 1724 | loss: 0.0310845 | val_loss: 0.0311905 | Time: 1225.16 ms [2022-04-30 12:11:03 main:574] : INFO : Epoch 1725 | loss: 0.0310869 | val_loss: 0.031184 | Time: 1207.92 ms [2022-04-30 12:11:04 main:574] : INFO : Epoch 1726 | loss: 0.0310803 | val_loss: 0.0311811 | Time: 1257.31 ms [2022-04-30 12:11:06 main:574] : INFO : Epoch 1727 | loss: 0.0310885 | val_loss: 0.0311811 | Time: 1238.02 ms [2022-04-30 12:11:07 main:574] : INFO : Epoch 1728 | loss: 0.0310883 | val_loss: 0.0311853 | Time: 1195.56 ms [2022-04-30 12:11:08 main:574] : INFO : Epoch 1729 | loss: 0.0310845 | val_loss: 0.0311742 | Time: 1173.89 ms [2022-04-30 12:11:09 main:574] : INFO : Epoch 1730 | loss: 0.0310907 | val_loss: 0.0311777 | Time: 1225.73 ms [2022-04-30 12:11:10 main:574] : INFO : Epoch 1731 | loss: 0.0310864 | val_loss: 0.0311854 | Time: 1209.27 ms [2022-04-30 12:11:12 main:574] : INFO : Epoch 1732 | loss: 0.0310863 | val_loss: 0.0311794 | Time: 1238.56 ms [2022-04-30 12:11:13 main:574] : INFO : Epoch 1733 | loss: 0.0310815 | val_loss: 0.0311937 | Time: 1251.32 ms [2022-04-30 12:11:14 main:574] : INFO : Epoch 1734 | loss: 0.0310809 | val_loss: 0.0311878 | Time: 1242.7 ms [2022-04-30 12:11:15 main:574] : INFO : Epoch 1735 | loss: 0.0310823 | val_loss: 0.0311833 | Time: 1190.17 ms [2022-04-30 12:11:17 main:574] : INFO : Epoch 1736 | loss: 0.0310803 | val_loss: 0.0311805 | Time: 1189.74 ms [2022-04-30 12:11:18 main:574] : INFO : Epoch 1737 | loss: 0.0310809 | val_loss: 0.0311825 | Time: 1212.55 ms [2022-04-30 12:11:19 main:574] : INFO : Epoch 1738 | loss: 0.0310856 | val_loss: 0.0311987 | Time: 1211.97 ms [2022-04-30 12:11:20 main:574] : INFO : Epoch 1739 | loss: 0.0310894 | val_loss: 0.0311921 | Time: 1196.51 ms [2022-04-30 12:11:21 main:574] : INFO : Epoch 1740 | loss: 0.0310949 | val_loss: 0.0311833 | Time: 1282.53 ms [2022-04-30 12:11:23 main:574] : INFO : Epoch 1741 | loss: 0.0310926 | val_loss: 0.0311891 | Time: 1221.86 ms [2022-04-30 12:11:24 main:574] : INFO : Epoch 1742 | loss: 0.0310894 | val_loss: 0.0311819 | Time: 1217.92 ms [2022-04-30 12:11:25 main:574] : INFO : Epoch 1743 | loss: 0.0310951 | val_loss: 0.0311839 | Time: 1183.84 ms [2022-04-30 12:11:26 main:574] : INFO : Epoch 1744 | loss: 0.0311318 | val_loss: 0.0311624 | Time: 1198.56 ms [2022-04-30 12:11:28 main:574] : INFO : Epoch 1745 | loss: 0.0311309 | val_loss: 0.0311636 | Time: 1207.83 ms [2022-04-30 12:11:29 main:574] : INFO : Epoch 1746 | loss: 0.0311275 | val_loss: 0.0311629 | Time: 1209.18 ms [2022-04-30 12:11:30 main:574] : INFO : Epoch 1747 | loss: 0.0311195 | val_loss: 0.0311627 | Time: 1222.75 ms [2022-04-30 12:11:31 main:574] : INFO : Epoch 1748 | loss: 0.0311165 | val_loss: 0.031171 | Time: 1237.31 ms [2022-04-30 12:11:32 main:574] : INFO : Epoch 1749 | loss: 0.031115 | val_loss: 0.0311655 | Time: 1243.78 ms [2022-04-30 12:11:34 main:574] : INFO : Epoch 1750 | loss: 0.0311129 | val_loss: 0.0311662 | Time: 1190.94 ms [2022-04-30 12:11:35 main:574] : INFO : Epoch 1751 | loss: 0.0311097 | val_loss: 0.0311695 | Time: 1226.77 ms [2022-04-30 12:11:36 main:574] : INFO : Epoch 1752 | loss: 0.0311127 | val_loss: 0.0311652 | Time: 1181.35 ms [2022-04-30 12:11:37 main:574] : INFO : Epoch 1753 | loss: 0.0311078 | val_loss: 0.031171 | Time: 1202.88 ms [2022-04-30 12:11:38 main:574] : INFO : Epoch 1754 | loss: 0.0311064 | val_loss: 0.0311715 | Time: 1202.58 ms [2022-04-30 12:11:40 main:574] : INFO : Epoch 1755 | loss: 0.0311069 | val_loss: 0.0311742 | Time: 1189.61 ms [2022-04-30 12:11:41 main:574] : INFO : Epoch 1756 | loss: 0.0311036 | val_loss: 0.0311698 | Time: 1228.7 ms [2022-04-30 12:11:42 main:574] : INFO : Epoch 1757 | loss: 0.0311084 | val_loss: 0.0311793 | Time: 1200.54 ms [2022-04-30 12:11:43 main:574] : INFO : Epoch 1758 | loss: 0.0311078 | val_loss: 0.0311776 | Time: 1185.24 ms [2022-04-30 12:11:44 main:574] : INFO : Epoch 1759 | loss: 0.0311081 | val_loss: 0.0311675 | Time: 1169.05 ms [2022-04-30 12:11:46 main:574] : INFO : Epoch 1760 | loss: 0.0311054 | val_loss: 0.0311681 | Time: 1208.1 ms [2022-04-30 12:11:47 main:574] : INFO : Epoch 1761 | loss: 0.0311048 | val_loss: 0.0311767 | Time: 1182.84 ms [2022-04-30 12:11:48 main:574] : INFO : Epoch 1762 | loss: 0.0311047 | val_loss: 0.0311722 | Time: 1193.24 ms [2022-04-30 12:11:49 main:574] : INFO : Epoch 1763 | loss: 0.0311031 | val_loss: 0.031183 | Time: 1263.12 ms [2022-04-30 12:11:51 main:574] : INFO : Epoch 1764 | loss: 0.0311023 | val_loss: 0.031169 | Time: 1193.61 ms [2022-04-30 12:11:52 main:574] : INFO : Epoch 1765 | loss: 0.0311008 | val_loss: 0.0311695 | Time: 1243.84 ms [2022-04-30 12:11:53 main:574] : INFO : Epoch 1766 | loss: 0.0310995 | val_loss: 0.0311771 | Time: 1266.69 ms [2022-04-30 12:11:54 main:574] : INFO : Epoch 1767 | loss: 0.0311084 | val_loss: 0.031175 | Time: 1220.56 ms [2022-04-30 12:11:55 main:574] : INFO : Epoch 1768 | loss: 0.0311076 | val_loss: 0.0311733 | Time: 1229.08 ms [2022-04-30 12:11:57 main:574] : INFO : Epoch 1769 | loss: 0.031105 | val_loss: 0.0311714 | Time: 1207.97 ms [2022-04-30 12:11:58 main:574] : INFO : Epoch 1770 | loss: 0.031103 | val_loss: 0.0311668 | Time: 1206.16 ms [2022-04-30 12:11:59 main:574] : INFO : Epoch 1771 | loss: 0.0311008 | val_loss: 0.0311721 | Time: 1206.92 ms [2022-04-30 12:12:00 main:574] : INFO : Epoch 1772 | loss: 0.0310994 | val_loss: 0.0311744 | Time: 1253.56 ms [2022-04-30 12:12:02 main:574] : INFO : Epoch 1773 | loss: 0.0310975 | val_loss: 0.0311736 | Time: 1217.63 ms [2022-04-30 12:12:03 main:574] : INFO : Epoch 1774 | loss: 0.0310964 | val_loss: 0.0311777 | Time: 1231.89 ms [2022-04-30 12:12:04 main:574] : INFO : Epoch 1775 | loss: 0.0310961 | val_loss: 0.0311741 | Time: 1148.34 ms [2022-04-30 12:12:05 main:574] : INFO : Epoch 1776 | loss: 0.031095 | val_loss: 0.0311657 | Time: 1227.53 ms [2022-04-30 12:12:06 main:574] : INFO : Epoch 1777 | loss: 0.0311016 | val_loss: 0.0311736 | Time: 1222.15 ms [2022-04-30 12:12:08 main:574] : INFO : Epoch 1778 | loss: 0.0310983 | val_loss: 0.0311699 | Time: 1227.49 ms [2022-04-30 12:12:09 main:574] : INFO : Epoch 1779 | loss: 0.0310973 | val_loss: 0.031173 | Time: 1168.7 ms [2022-04-30 12:12:10 main:574] : INFO : Epoch 1780 | loss: 0.0310975 | val_loss: 0.0311777 | Time: 1256.2 ms [2022-04-30 12:12:11 main:574] : INFO : Epoch 1781 | loss: 0.0310947 | val_loss: 0.0311718 | Time: 1214.22 ms [2022-04-30 12:12:13 main:574] : INFO : Epoch 1782 | loss: 0.0310959 | val_loss: 0.0311722 | Time: 1223.25 ms [2022-04-30 12:12:14 main:574] : INFO : Epoch 1783 | loss: 0.0311003 | val_loss: 0.0311661 | Time: 1205.27 ms [2022-04-30 12:12:15 main:574] : INFO : Epoch 1784 | loss: 0.031098 | val_loss: 0.0311822 | Time: 1238.84 ms [2022-04-30 12:12:16 main:574] : INFO : Epoch 1785 | loss: 0.0310974 | val_loss: 0.0311706 | Time: 1224.78 ms [2022-04-30 12:12:17 main:574] : INFO : Epoch 1786 | loss: 0.0310946 | val_loss: 0.031174 | Time: 1188.53 ms [2022-04-30 12:12:19 main:574] : INFO : Epoch 1787 | loss: 0.0310941 | val_loss: 0.0311647 | Time: 1213.52 ms [2022-04-30 12:12:20 main:574] : INFO : Epoch 1788 | loss: 0.0310925 | val_loss: 0.0311727 | Time: 1262.11 ms [2022-04-30 12:12:21 main:574] : INFO : Epoch 1789 | loss: 0.0310934 | val_loss: 0.0311755 | Time: 1241.16 ms [2022-04-30 12:12:22 main:574] : INFO : Epoch 1790 | loss: 0.0310938 | val_loss: 0.0311737 | Time: 1208.39 ms [2022-04-30 12:12:24 main:574] : INFO : Epoch 1791 | loss: 0.0310918 | val_loss: 0.0311618 | Time: 1219.83 ms [2022-04-30 12:12:25 main:574] : INFO : Epoch 1792 | loss: 0.0310907 | val_loss: 0.0311737 | Time: 1208.95 ms [2022-04-30 12:12:26 main:574] : INFO : Epoch 1793 | loss: 0.0310883 | val_loss: 0.0311746 | Time: 1238.63 ms [2022-04-30 12:12:27 main:574] : INFO : Epoch 1794 | loss: 0.0310901 | val_loss: 0.0311742 | Time: 1212.47 ms [2022-04-30 12:12:28 main:574] : INFO : Epoch 1795 | loss: 0.0310922 | val_loss: 0.0311687 | Time: 1221.15 ms [2022-04-30 12:12:30 main:574] : INFO : Epoch 1796 | loss: 0.0310978 | val_loss: 0.0311757 | Time: 1192.56 ms [2022-04-30 12:12:31 main:574] : INFO : Epoch 1797 | loss: 0.0310931 | val_loss: 0.0311699 | Time: 1205.81 ms [2022-04-30 12:12:32 main:574] : INFO : Epoch 1798 | loss: 0.0310933 | val_loss: 0.0311831 | Time: 1270.74 ms [2022-04-30 12:12:33 main:574] : INFO : Epoch 1799 | loss: 0.0310881 | val_loss: 0.0311758 | Time: 1198.32 ms [2022-04-30 12:12:35 main:574] : INFO : Epoch 1800 | loss: 0.0310884 | val_loss: 0.0311872 | Time: 1221.52 ms [2022-04-30 12:12:36 main:574] : INFO : Epoch 1801 | loss: 0.0310863 | val_loss: 0.0311811 | Time: 1253.96 ms [2022-04-30 12:12:37 main:574] : INFO : Epoch 1802 | loss: 0.0310848 | val_loss: 0.0311819 | Time: 1178.52 ms [2022-04-30 12:12:38 main:574] : INFO : Epoch 1803 | loss: 0.0310899 | val_loss: 0.0311786 | Time: 1244.91 ms [2022-04-30 12:12:39 main:574] : INFO : Epoch 1804 | loss: 0.0310941 | val_loss: 0.0311687 | Time: 1241.12 ms [2022-04-30 12:12:41 main:574] : INFO : Epoch 1805 | loss: 0.0310903 | val_loss: 0.0311768 | Time: 1166.97 ms [2022-04-30 12:12:42 main:574] : INFO : Epoch 1806 | loss: 0.0310891 | val_loss: 0.031177 | Time: 1193.43 ms [2022-04-30 12:12:43 main:574] : INFO : Epoch 1807 | loss: 0.0310949 | val_loss: 0.0311843 | Time: 1218.26 ms [2022-04-30 12:12:44 main:574] : INFO : Epoch 1808 | loss: 0.031096 | val_loss: 0.0311733 | Time: 1223.39 ms [2022-04-30 12:12:45 main:574] : INFO : Epoch 1809 | loss: 0.0310969 | val_loss: 0.0311698 | Time: 1187.66 ms [2022-04-30 12:12:47 main:574] : INFO : Epoch 1810 | loss: 0.0311017 | val_loss: 0.0311792 | Time: 1258.08 ms [2022-04-30 12:12:48 main:574] : INFO : Epoch 1811 | loss: 0.0311041 | val_loss: 0.0311714 | Time: 1202.91 ms [2022-04-30 12:12:49 main:574] : INFO : Epoch 1812 | loss: 0.0311022 | val_loss: 0.0311733 | Time: 1202.48 ms [2022-04-30 12:12:50 main:574] : INFO : Epoch 1813 | loss: 0.031096 | val_loss: 0.0311716 | Time: 1212.23 ms [2022-04-30 12:12:52 main:574] : INFO : Epoch 1814 | loss: 0.0310952 | val_loss: 0.0311697 | Time: 1204.62 ms [2022-04-30 12:12:53 main:574] : INFO : Epoch 1815 | loss: 0.0310936 | val_loss: 0.0311786 | Time: 1181.96 ms [2022-04-30 12:12:54 main:574] : INFO : Epoch 1816 | loss: 0.0311006 | val_loss: 0.0311672 | Time: 1211.05 ms [2022-04-30 12:12:55 main:574] : INFO : Epoch 1817 | loss: 0.0310994 | val_loss: 0.0311676 | Time: 1238.29 ms [2022-04-30 12:12:56 main:574] : INFO : Epoch 1818 | loss: 0.0310991 | val_loss: 0.031165 | Time: 1214.91 ms [2022-04-30 12:12:58 main:574] : INFO : Epoch 1819 | loss: 0.0310956 | val_loss: 0.0311731 | Time: 1230.33 ms [2022-04-30 12:12:59 main:574] : INFO : Epoch 1820 | loss: 0.0310936 | val_loss: 0.0311837 | Time: 1242.19 ms [2022-04-30 12:13:00 main:574] : INFO : Epoch 1821 | loss: 0.0310891 | val_loss: 0.0311826 | Time: 1255.54 ms [2022-04-30 12:13:01 main:574] : INFO : Epoch 1822 | loss: 0.0310868 | val_loss: 0.0311716 | Time: 1207.34 ms [2022-04-30 12:13:03 main:574] : INFO : Epoch 1823 | loss: 0.0310853 | val_loss: 0.0311738 | Time: 1255 ms [2022-04-30 12:13:04 main:574] : INFO : Epoch 1824 | loss: 0.0310869 | val_loss: 0.0311825 | Time: 1217.78 ms [2022-04-30 12:13:05 main:574] : INFO : Epoch 1825 | loss: 0.0310871 | val_loss: 0.0311808 | Time: 1198.86 ms [2022-04-30 12:13:06 main:574] : INFO : Epoch 1826 | loss: 0.0310871 | val_loss: 0.0311715 | Time: 1227.03 ms [2022-04-30 12:13:07 main:574] : INFO : Epoch 1827 | loss: 0.0310878 | val_loss: 0.0311778 | Time: 1192.38 ms [2022-04-30 12:13:09 main:574] : INFO : Epoch 1828 | loss: 0.0310906 | val_loss: 0.031177 | Time: 1221.21 ms [2022-04-30 12:13:10 main:574] : INFO : Epoch 1829 | loss: 0.0310871 | val_loss: 0.0311776 | Time: 1151.71 ms [2022-04-30 12:13:11 main:574] : INFO : Epoch 1830 | loss: 0.0310827 | val_loss: 0.0311792 | Time: 1229.24 ms [2022-04-30 12:13:12 main:574] : INFO : Epoch 1831 | loss: 0.0310852 | val_loss: 0.0311842 | Time: 1200.07 ms [2022-04-30 12:13:13 main:574] : INFO : Epoch 1832 | loss: 0.0310924 | val_loss: 0.031173 | Time: 1152.32 ms [2022-04-30 12:13:15 main:574] : INFO : Epoch 1833 | loss: 0.0310874 | val_loss: 0.0311715 | Time: 1147.42 ms [2022-04-30 12:13:16 main:574] : INFO : Epoch 1834 | loss: 0.0310869 | val_loss: 0.0311739 | Time: 1251.08 ms [2022-04-30 12:13:17 main:574] : INFO : Epoch 1835 | loss: 0.0310862 | val_loss: 0.0311748 | Time: 1234.13 ms [2022-04-30 12:13:18 main:574] : INFO : Epoch 1836 | loss: 0.0310961 | val_loss: 0.0311723 | Time: 1237.27 ms [2022-04-30 12:13:20 main:574] : INFO : Epoch 1837 | loss: 0.0310903 | val_loss: 0.0311836 | Time: 1215.41 ms [2022-04-30 12:13:21 main:574] : INFO : Epoch 1838 | loss: 0.0310867 | val_loss: 0.0311847 | Time: 1231.91 ms [2022-04-30 12:13:22 main:574] : INFO : Epoch 1839 | loss: 0.0310854 | val_loss: 0.0311764 | Time: 1203.48 ms [2022-04-30 12:13:23 main:574] : INFO : Epoch 1840 | loss: 0.0310889 | val_loss: 0.0311867 | Time: 1235.44 ms [2022-04-30 12:13:24 main:574] : INFO : Epoch 1841 | loss: 0.0310905 | val_loss: 0.0311744 | Time: 1191.05 ms [2022-04-30 12:13:26 main:574] : INFO : Epoch 1842 | loss: 0.0310839 | val_loss: 0.0311866 | Time: 1202.98 ms [2022-04-30 12:13:27 main:574] : INFO : Epoch 1843 | loss: 0.0310826 | val_loss: 0.0311832 | Time: 1224.28 ms [2022-04-30 12:13:28 main:574] : INFO : Epoch 1844 | loss: 0.0310907 | val_loss: 0.0311712 | Time: 1217.36 ms [2022-04-30 12:13:29 main:574] : INFO : Epoch 1845 | loss: 0.0310979 | val_loss: 0.0311729 | Time: 1214.08 ms [2022-04-30 12:13:31 main:574] : INFO : Epoch 1846 | loss: 0.0310977 | val_loss: 0.0311724 | Time: 1226.96 ms [2022-04-30 12:13:32 main:574] : INFO : Epoch 1847 | loss: 0.0310886 | val_loss: 0.031171 | Time: 1182.71 ms [2022-04-30 12:13:33 main:574] : INFO : Epoch 1848 | loss: 0.0310879 | val_loss: 0.0311764 | Time: 1197.88 ms [2022-04-30 12:13:34 main:574] : INFO : Epoch 1849 | loss: 0.0310854 | val_loss: 0.0311808 | Time: 1271.04 ms [2022-04-30 12:13:35 main:574] : INFO : Epoch 1850 | loss: 0.0310841 | val_loss: 0.0311784 | Time: 1156.56 ms [2022-04-30 12:13:37 main:574] : INFO : Epoch 1851 | loss: 0.0310855 | val_loss: 0.0311775 | Time: 1191.94 ms [2022-04-30 12:13:38 main:574] : INFO : Epoch 1852 | loss: 0.0310835 | val_loss: 0.0311791 | Time: 1271.82 ms [2022-04-30 12:13:39 main:574] : INFO : Epoch 1853 | loss: 0.0310809 | val_loss: 0.0311885 | Time: 1255.86 ms [2022-04-30 12:13:40 main:574] : INFO : Epoch 1854 | loss: 0.0310802 | val_loss: 0.0311847 | Time: 1270.19 ms [2022-04-30 12:13:42 main:574] : INFO : Epoch 1855 | loss: 0.0310814 | val_loss: 0.0311749 | Time: 1162.49 ms [2022-04-30 12:13:43 main:574] : INFO : Epoch 1856 | loss: 0.0310909 | val_loss: 0.0311652 | Time: 1240.78 ms [2022-04-30 12:13:44 main:574] : INFO : Epoch 1857 | loss: 0.0310869 | val_loss: 0.0311865 | Time: 1274.36 ms [2022-04-30 12:13:45 main:574] : INFO : Epoch 1858 | loss: 0.0310825 | val_loss: 0.0311834 | Time: 1212.68 ms [2022-04-30 12:13:46 main:574] : INFO : Epoch 1859 | loss: 0.0310832 | val_loss: 0.0311818 | Time: 1209.55 ms [2022-04-30 12:13:48 main:574] : INFO : Epoch 1860 | loss: 0.0310826 | val_loss: 0.0311869 | Time: 1194.35 ms [2022-04-30 12:13:49 main:574] : INFO : Epoch 1861 | loss: 0.0310819 | val_loss: 0.0311744 | Time: 1213.47 ms [2022-04-30 12:13:50 main:574] : INFO : Epoch 1862 | loss: 0.0310802 | val_loss: 0.0311791 | Time: 1169.75 ms [2022-04-30 12:13:51 main:574] : INFO : Epoch 1863 | loss: 0.0310919 | val_loss: 0.0311805 | Time: 1182.57 ms [2022-04-30 12:13:52 main:574] : INFO : Epoch 1864 | loss: 0.0310924 | val_loss: 0.0311809 | Time: 1206.17 ms [2022-04-30 12:13:54 main:574] : INFO : Epoch 1865 | loss: 0.0310897 | val_loss: 0.0311808 | Time: 1228.36 ms [2022-04-30 12:13:55 main:574] : INFO : Epoch 1866 | loss: 0.0310881 | val_loss: 0.0311798 | Time: 1185.94 ms [2022-04-30 12:13:56 main:574] : INFO : Epoch 1867 | loss: 0.0310845 | val_loss: 0.0311824 | Time: 1228.39 ms [2022-04-30 12:13:57 main:574] : INFO : Epoch 1868 | loss: 0.0310822 | val_loss: 0.0311846 | Time: 1269.45 ms [2022-04-30 12:13:59 main:574] : INFO : Epoch 1869 | loss: 0.0310827 | val_loss: 0.0311842 | Time: 1184.51 ms [2022-04-30 12:14:00 main:574] : INFO : Epoch 1870 | loss: 0.0310853 | val_loss: 0.0311865 | Time: 1253.94 ms [2022-04-30 12:14:01 main:574] : INFO : Epoch 1871 | loss: 0.031086 | val_loss: 0.0311743 | Time: 1249.63 ms [2022-04-30 12:14:02 main:574] : INFO : Epoch 1872 | loss: 0.0310839 | val_loss: 0.0311791 | Time: 1218.18 ms [2022-04-30 12:14:03 main:574] : INFO : Epoch 1873 | loss: 0.0310835 | val_loss: 0.031183 | Time: 1208.92 ms [2022-04-30 12:14:05 main:574] : INFO : Epoch 1874 | loss: 0.0310893 | val_loss: 0.0311957 | Time: 1162.12 ms [2022-04-30 12:14:06 main:574] : INFO : Epoch 1875 | loss: 0.0311283 | val_loss: 0.031283 | Time: 1204.14 ms [2022-04-30 12:14:07 main:574] : INFO : Epoch 1876 | loss: 0.0342986 | val_loss: 0.0324955 | Time: 1204.63 ms [2022-04-30 12:14:08 main:574] : INFO : Epoch 1877 | loss: 0.0328671 | val_loss: 0.0313694 | Time: 1259.29 ms [2022-04-30 12:14:10 main:574] : INFO : Epoch 1878 | loss: 0.0314833 | val_loss: 0.0312775 | Time: 1241.11 ms [2022-04-30 12:14:11 main:574] : INFO : Epoch 1879 | loss: 0.031264 | val_loss: 0.0312337 | Time: 1240.22 ms [2022-04-30 12:14:12 main:574] : INFO : Epoch 1880 | loss: 0.0312171 | val_loss: 0.0312022 | Time: 1230.88 ms [2022-04-30 12:14:13 main:574] : INFO : Epoch 1881 | loss: 0.0311921 | val_loss: 0.0311824 | Time: 1230.87 ms [2022-04-30 12:14:15 main:574] : INFO : Epoch 1882 | loss: 0.0311742 | val_loss: 0.0311719 | Time: 1231.24 ms [2022-04-30 12:14:16 main:574] : INFO : Epoch 1883 | loss: 0.0311601 | val_loss: 0.031164 | Time: 1249.88 ms [2022-04-30 12:14:17 main:574] : INFO : Epoch 1884 | loss: 0.0311478 | val_loss: 0.0311587 | Time: 1229.05 ms [2022-04-30 12:14:18 main:574] : INFO : Epoch 1885 | loss: 0.031139 | val_loss: 0.0311561 | Time: 1185.46 ms [2022-04-30 12:14:19 main:574] : INFO : Epoch 1886 | loss: 0.0311319 | val_loss: 0.0311565 | Time: 1212.06 ms [2022-04-30 12:14:21 main:574] : INFO : Epoch 1887 | loss: 0.0311253 | val_loss: 0.031156 | Time: 1254.17 ms [2022-04-30 12:14:22 main:574] : INFO : Epoch 1888 | loss: 0.0311187 | val_loss: 0.031162 | Time: 1207.48 ms [2022-04-30 12:14:23 main:574] : INFO : Epoch 1889 | loss: 0.0311138 | val_loss: 0.031158 | Time: 1192.51 ms [2022-04-30 12:14:24 main:574] : INFO : Epoch 1890 | loss: 0.0311068 | val_loss: 0.031161 | Time: 1181.06 ms [2022-04-30 12:14:25 main:574] : INFO : Epoch 1891 | loss: 0.031104 | val_loss: 0.0311611 | Time: 1231.43 ms [2022-04-30 12:14:27 main:574] : INFO : Epoch 1892 | loss: 0.0310996 | val_loss: 0.0311635 | Time: 1197.39 ms [2022-04-30 12:14:28 main:574] : INFO : Epoch 1893 | loss: 0.0310979 | val_loss: 0.0311673 | Time: 1192.96 ms [2022-04-30 12:14:29 main:574] : INFO : Epoch 1894 | loss: 0.0310954 | val_loss: 0.0311644 | Time: 1223.45 ms [2022-04-30 12:14:30 main:574] : INFO : Epoch 1895 | loss: 0.0310956 | val_loss: 0.0311716 | Time: 1183.16 ms [2022-04-30 12:14:31 main:574] : INFO : Epoch 1896 | loss: 0.0310932 | val_loss: 0.0311695 | Time: 1154.83 ms [2022-04-30 12:14:33 main:574] : INFO : Epoch 1897 | loss: 0.0310969 | val_loss: 0.0311678 | Time: 1184.72 ms [2022-04-30 12:14:34 main:574] : INFO : Epoch 1898 | loss: 0.0310978 | val_loss: 0.031168 | Time: 1204.82 ms [2022-04-30 12:14:35 main:574] : INFO : Epoch 1899 | loss: 0.0310979 | val_loss: 0.0311722 | Time: 1249.32 ms [2022-04-30 12:14:36 main:574] : INFO : Epoch 1900 | loss: 0.0310991 | val_loss: 0.0311669 | Time: 1248.7 ms [2022-04-30 12:14:38 main:574] : INFO : Epoch 1901 | loss: 0.0310976 | val_loss: 0.0311732 | Time: 1188.77 ms [2022-04-30 12:14:39 main:574] : INFO : Epoch 1902 | loss: 0.0310988 | val_loss: 0.0311694 | Time: 1166.64 ms [2022-04-30 12:14:40 main:574] : INFO : Epoch 1903 | loss: 0.0311083 | val_loss: 0.0311639 | Time: 1210.36 ms [2022-04-30 12:14:41 main:574] : INFO : Epoch 1904 | loss: 0.0311093 | val_loss: 0.0311673 | Time: 1210.19 ms [2022-04-30 12:14:42 main:574] : INFO : Epoch 1905 | loss: 0.0311054 | val_loss: 0.0311662 | Time: 1186.31 ms [2022-04-30 12:14:44 main:574] : INFO : Epoch 1906 | loss: 0.0311069 | val_loss: 0.0311707 | Time: 1205.24 ms [2022-04-30 12:14:45 main:574] : INFO : Epoch 1907 | loss: 0.0311011 | val_loss: 0.0311625 | Time: 1184.14 ms [2022-04-30 12:14:46 main:574] : INFO : Epoch 1908 | loss: 0.031094 | val_loss: 0.0311728 | Time: 1236.93 ms [2022-04-30 12:14:47 main:574] : INFO : Epoch 1909 | loss: 0.03109 | val_loss: 0.0311758 | Time: 1261.96 ms [2022-04-30 12:14:48 main:574] : INFO : Epoch 1910 | loss: 0.0310952 | val_loss: 0.0311725 | Time: 1151.8 ms [2022-04-30 12:14:50 main:574] : INFO : Epoch 1911 | loss: 0.0310971 | val_loss: 0.0311752 | Time: 1210.28 ms [2022-04-30 12:14:51 main:574] : INFO : Epoch 1912 | loss: 0.0310946 | val_loss: 0.0311721 | Time: 1194.12 ms [2022-04-30 12:14:52 main:574] : INFO : Epoch 1913 | loss: 0.0310934 | val_loss: 0.0311773 | Time: 1213.84 ms [2022-04-30 12:14:53 main:574] : INFO : Epoch 1914 | loss: 0.0310946 | val_loss: 0.0311641 | Time: 1234.42 ms [2022-04-30 12:14:54 main:574] : INFO : Epoch 1915 | loss: 0.0310948 | val_loss: 0.0311716 | Time: 1228.44 ms [2022-04-30 12:14:56 main:574] : INFO : Epoch 1916 | loss: 0.0311097 | val_loss: 0.0311631 | Time: 1193.34 ms [2022-04-30 12:14:57 main:574] : INFO : Epoch 1917 | loss: 0.0311078 | val_loss: 0.0311683 | Time: 1180.41 ms [2022-04-30 12:14:58 main:574] : INFO : Epoch 1918 | loss: 0.0311072 | val_loss: 0.0311604 | Time: 1149.58 ms [2022-04-30 12:14:59 main:574] : INFO : Epoch 1919 | loss: 0.0311055 | val_loss: 0.0311662 | Time: 1208.61 ms [2022-04-30 12:15:00 main:574] : INFO : Epoch 1920 | loss: 0.0310991 | val_loss: 0.0311663 | Time: 1207.64 ms [2022-04-30 12:15:02 main:574] : INFO : Epoch 1921 | loss: 0.031093 | val_loss: 0.0311733 | Time: 1188.37 ms [2022-04-30 12:15:03 main:574] : INFO : Epoch 1922 | loss: 0.0310925 | val_loss: 0.0311783 | Time: 1236.6 ms [2022-04-30 12:15:04 main:574] : INFO : Epoch 1923 | loss: 0.0310897 | val_loss: 0.0311756 | Time: 1207.42 ms [2022-04-30 12:15:05 main:574] : INFO : Epoch 1924 | loss: 0.0310888 | val_loss: 0.0311766 | Time: 1265.46 ms [2022-04-30 12:15:07 main:574] : INFO : Epoch 1925 | loss: 0.0310891 | val_loss: 0.0311813 | Time: 1188.72 ms [2022-04-30 12:15:08 main:574] : INFO : Epoch 1926 | loss: 0.0310901 | val_loss: 0.0311712 | Time: 1213.59 ms [2022-04-30 12:15:09 main:574] : INFO : Epoch 1927 | loss: 0.0310865 | val_loss: 0.0311769 | Time: 1221.51 ms [2022-04-30 12:15:10 main:574] : INFO : Epoch 1928 | loss: 0.0310852 | val_loss: 0.0311825 | Time: 1188.09 ms [2022-04-30 12:15:11 main:574] : INFO : Epoch 1929 | loss: 0.0310902 | val_loss: 0.0311658 | Time: 1162.21 ms [2022-04-30 12:15:13 main:574] : INFO : Epoch 1930 | loss: 0.0310927 | val_loss: 0.0311771 | Time: 1220.1 ms [2022-04-30 12:15:14 main:574] : INFO : Epoch 1931 | loss: 0.031086 | val_loss: 0.0311715 | Time: 1162.41 ms [2022-04-30 12:15:15 main:574] : INFO : Epoch 1932 | loss: 0.031083 | val_loss: 0.0311708 | Time: 1225.35 ms [2022-04-30 12:15:16 main:574] : INFO : Epoch 1933 | loss: 0.0310817 | val_loss: 0.0311756 | Time: 1237.34 ms [2022-04-30 12:15:17 main:574] : INFO : Epoch 1934 | loss: 0.0310935 | val_loss: 0.0311673 | Time: 1165.11 ms [2022-04-30 12:15:19 main:574] : INFO : Epoch 1935 | loss: 0.0311138 | val_loss: 0.031168 | Time: 1261.75 ms [2022-04-30 12:15:20 main:574] : INFO : Epoch 1936 | loss: 0.0311083 | val_loss: 0.0311656 | Time: 1198.98 ms [2022-04-30 12:15:21 main:574] : INFO : Epoch 1937 | loss: 0.0311021 | val_loss: 0.0311733 | Time: 1201.37 ms [2022-04-30 12:15:22 main:574] : INFO : Epoch 1938 | loss: 0.0311019 | val_loss: 0.0311624 | Time: 1202.04 ms [2022-04-30 12:15:23 main:574] : INFO : Epoch 1939 | loss: 0.0311006 | val_loss: 0.0311646 | Time: 1183.54 ms [2022-04-30 12:15:25 main:574] : INFO : Epoch 1940 | loss: 0.0310946 | val_loss: 0.0311656 | Time: 1183.67 ms [2022-04-30 12:15:26 main:574] : INFO : Epoch 1941 | loss: 0.0310928 | val_loss: 0.0311709 | Time: 1216.06 ms [2022-04-30 12:15:27 main:574] : INFO : Epoch 1942 | loss: 0.031091 | val_loss: 0.0311662 | Time: 1210.09 ms [2022-04-30 12:15:28 main:574] : INFO : Epoch 1943 | loss: 0.0310907 | val_loss: 0.0311668 | Time: 1155.68 ms [2022-04-30 12:15:29 main:574] : INFO : Epoch 1944 | loss: 0.0310886 | val_loss: 0.0311676 | Time: 1268.62 ms [2022-04-30 12:15:31 main:574] : INFO : Epoch 1945 | loss: 0.0310874 | val_loss: 0.0311679 | Time: 1235.37 ms [2022-04-30 12:15:32 main:574] : INFO : Epoch 1946 | loss: 0.0310904 | val_loss: 0.0311693 | Time: 1263.75 ms [2022-04-30 12:15:33 main:574] : INFO : Epoch 1947 | loss: 0.031087 | val_loss: 0.0311727 | Time: 1219.63 ms [2022-04-30 12:15:34 main:574] : INFO : Epoch 1948 | loss: 0.031085 | val_loss: 0.0311715 | Time: 1259 ms [2022-04-30 12:15:36 main:574] : INFO : Epoch 1949 | loss: 0.0310833 | val_loss: 0.0311744 | Time: 1200.95 ms [2022-04-30 12:15:37 main:574] : INFO : Epoch 1950 | loss: 0.0310871 | val_loss: 0.0311726 | Time: 1212.15 ms [2022-04-30 12:15:38 main:574] : INFO : Epoch 1951 | loss: 0.0310867 | val_loss: 0.0311778 | Time: 1253.32 ms [2022-04-30 12:15:39 main:574] : INFO : Epoch 1952 | loss: 0.0310883 | val_loss: 0.0311714 | Time: 1216 ms [2022-04-30 12:15:41 main:574] : INFO : Epoch 1953 | loss: 0.0310887 | val_loss: 0.0311693 | Time: 1227.26 ms [2022-04-30 12:15:42 main:574] : INFO : Epoch 1954 | loss: 0.031084 | val_loss: 0.0311722 | Time: 1264.48 ms [2022-04-30 12:15:43 main:574] : INFO : Epoch 1955 | loss: 0.0310834 | val_loss: 0.0311755 | Time: 1114.46 ms [2022-04-30 12:15:44 main:574] : INFO : Epoch 1956 | loss: 0.0310822 | val_loss: 0.0311689 | Time: 1153.62 ms [2022-04-30 12:15:45 main:574] : INFO : Epoch 1957 | loss: 0.0310818 | val_loss: 0.031178 | Time: 1220.45 ms [2022-04-30 12:15:47 main:574] : INFO : Epoch 1958 | loss: 0.0310808 | val_loss: 0.0311724 | Time: 1197.77 ms [2022-04-30 12:15:48 main:574] : INFO : Epoch 1959 | loss: 0.0310903 | val_loss: 0.0311628 | Time: 1220.65 ms [2022-04-30 12:15:49 main:574] : INFO : Epoch 1960 | loss: 0.0310922 | val_loss: 0.0311726 | Time: 1288.52 ms [2022-04-30 12:15:50 main:574] : INFO : Epoch 1961 | loss: 0.0310908 | val_loss: 0.031174 | Time: 1203.78 ms [2022-04-30 12:15:51 main:574] : INFO : Epoch 1962 | loss: 0.0310919 | val_loss: 0.0311723 | Time: 1194.24 ms [2022-04-30 12:15:53 main:574] : INFO : Epoch 1963 | loss: 0.0310958 | val_loss: 0.0311782 | Time: 1170.25 ms [2022-04-30 12:15:54 main:574] : INFO : Epoch 1964 | loss: 0.0311 | val_loss: 0.0311698 | Time: 1177.89 ms [2022-04-30 12:15:55 main:574] : INFO : Epoch 1965 | loss: 0.0310958 | val_loss: 0.0311668 | Time: 1186.26 ms [2022-04-30 12:15:56 main:574] : INFO : Epoch 1966 | loss: 0.0310921 | val_loss: 0.031168 | Time: 1204.3 ms [2022-04-30 12:15:57 main:574] : INFO : Epoch 1967 | loss: 0.0310877 | val_loss: 0.031166 | Time: 1222.23 ms [2022-04-30 12:15:59 main:574] : INFO : Epoch 1968 | loss: 0.0310871 | val_loss: 0.0311775 | Time: 1207.7 ms [2022-04-30 12:16:00 main:574] : INFO : Epoch 1969 | loss: 0.0310895 | val_loss: 0.0311701 | Time: 1224.02 ms [2022-04-30 12:16:01 main:574] : INFO : Epoch 1970 | loss: 0.0311223 | val_loss: 0.0311566 | Time: 1202.38 ms [2022-04-30 12:16:02 main:574] : INFO : Epoch 1971 | loss: 0.0311269 | val_loss: 0.0311596 | Time: 1203.54 ms [2022-04-30 12:16:04 main:574] : INFO : Epoch 1972 | loss: 0.0311206 | val_loss: 0.0311596 | Time: 1245.31 ms [2022-04-30 12:16:05 main:574] : INFO : Epoch 1973 | loss: 0.0311152 | val_loss: 0.0311602 | Time: 1274.19 ms [2022-04-30 12:16:06 main:574] : INFO : Epoch 1974 | loss: 0.031112 | val_loss: 0.0311594 | Time: 1219.58 ms [2022-04-30 12:16:07 main:574] : INFO : Epoch 1975 | loss: 0.0311078 | val_loss: 0.0311606 | Time: 1221.57 ms [2022-04-30 12:16:08 main:574] : INFO : Epoch 1976 | loss: 0.0311062 | val_loss: 0.0311666 | Time: 1197.35 ms [2022-04-30 12:16:10 main:574] : INFO : Epoch 1977 | loss: 0.0311054 | val_loss: 0.0311581 | Time: 1225.43 ms [2022-04-30 12:16:11 main:574] : INFO : Epoch 1978 | loss: 0.0311102 | val_loss: 0.031156 | Time: 1191.68 ms [2022-04-30 12:16:12 main:574] : INFO : Epoch 1979 | loss: 0.0311074 | val_loss: 0.0311597 | Time: 1230.4 ms [2022-04-30 12:16:13 main:574] : INFO : Epoch 1980 | loss: 0.0311046 | val_loss: 0.0311617 | Time: 1194.56 ms [2022-04-30 12:16:15 main:574] : INFO : Epoch 1981 | loss: 0.0311043 | val_loss: 0.0311651 | Time: 1214.2 ms [2022-04-30 12:16:16 main:574] : INFO : Epoch 1982 | loss: 0.0311031 | val_loss: 0.031166 | Time: 1220.23 ms [2022-04-30 12:16:17 main:574] : INFO : Epoch 1983 | loss: 0.0311006 | val_loss: 0.031165 | Time: 1176.3 ms [2022-04-30 12:16:18 main:574] : INFO : Epoch 1984 | loss: 0.0310969 | val_loss: 0.0311645 | Time: 1222.62 ms [2022-04-30 12:16:19 main:574] : INFO : Epoch 1985 | loss: 0.0310966 | val_loss: 0.0311708 | Time: 1182.74 ms [2022-04-30 12:16:21 main:574] : INFO : Epoch 1986 | loss: 0.0310964 | val_loss: 0.0311659 | Time: 1217.47 ms [2022-04-30 12:16:22 main:574] : INFO : Epoch 1987 | loss: 0.0310983 | val_loss: 0.0311722 | Time: 1275.44 ms [2022-04-30 12:16:23 main:574] : INFO : Epoch 1988 | loss: 0.0310982 | val_loss: 0.0311676 | Time: 1198.63 ms [2022-04-30 12:16:24 main:574] : INFO : Epoch 1989 | loss: 0.0310955 | val_loss: 0.0311629 | Time: 1181.28 ms [2022-04-30 12:16:25 main:574] : INFO : Epoch 1990 | loss: 0.0310944 | val_loss: 0.0311676 | Time: 1252.99 ms [2022-04-30 12:16:27 main:574] : INFO : Epoch 1991 | loss: 0.0310935 | val_loss: 0.031165 | Time: 1215.28 ms [2022-04-30 12:16:28 main:574] : INFO : Epoch 1992 | loss: 0.0310901 | val_loss: 0.0311669 | Time: 1214.67 ms [2022-04-30 12:16:29 main:574] : INFO : Epoch 1993 | loss: 0.0310906 | val_loss: 0.0311688 | Time: 1203.5 ms [2022-04-30 12:16:30 main:574] : INFO : Epoch 1994 | loss: 0.0310948 | val_loss: 0.0311692 | Time: 1233.1 ms [2022-04-30 12:16:32 main:574] : INFO : Epoch 1995 | loss: 0.0311076 | val_loss: 0.0311627 | Time: 1233.51 ms [2022-04-30 12:16:33 main:574] : INFO : Epoch 1996 | loss: 0.0311072 | val_loss: 0.0311645 | Time: 1222.32 ms [2022-04-30 12:16:34 main:574] : INFO : Epoch 1997 | loss: 0.0311006 | val_loss: 0.0311662 | Time: 1183.5 ms [2022-04-30 12:16:35 main:574] : INFO : Epoch 1998 | loss: 0.0311032 | val_loss: 0.0311677 | Time: 1268.61 ms [2022-04-30 12:16:36 main:574] : INFO : Epoch 1999 | loss: 0.0310967 | val_loss: 0.0311627 | Time: 1179.31 ms [2022-04-30 12:16:38 main:574] : INFO : Epoch 2000 | loss: 0.0310942 | val_loss: 0.0311686 | Time: 1242.21 ms [2022-04-30 12:16:39 main:574] : INFO : Epoch 2001 | loss: 0.0310935 | val_loss: 0.0311701 | Time: 1176.91 ms [2022-04-30 12:16:40 main:574] : INFO : Epoch 2002 | loss: 0.0310907 | val_loss: 0.0311696 | Time: 1148.09 ms [2022-04-30 12:16:41 main:574] : INFO : Epoch 2003 | loss: 0.031088 | val_loss: 0.0311693 | Time: 1137.5 ms [2022-04-30 12:16:42 main:574] : INFO : Epoch 2004 | loss: 0.0310885 | val_loss: 0.0311726 | Time: 1217.09 ms [2022-04-30 12:16:44 main:574] : INFO : Epoch 2005 | loss: 0.0310876 | val_loss: 0.0311696 | Time: 1181.71 ms [2022-04-30 12:16:45 main:574] : INFO : Epoch 2006 | loss: 0.0310903 | val_loss: 0.0311678 | Time: 1203.46 ms [2022-04-30 12:16:46 main:574] : INFO : Epoch 2007 | loss: 0.0310901 | val_loss: 0.0311675 | Time: 1216.85 ms [2022-04-30 12:16:47 main:574] : INFO : Epoch 2008 | loss: 0.0310941 | val_loss: 0.0311634 | Time: 1222.48 ms [2022-04-30 12:16:48 main:574] : INFO : Epoch 2009 | loss: 0.031092 | val_loss: 0.0311678 | Time: 1205.03 ms [2022-04-30 12:16:50 main:574] : INFO : Epoch 2010 | loss: 0.0310894 | val_loss: 0.0311599 | Time: 1193.93 ms [2022-04-30 12:16:51 main:574] : INFO : Epoch 2011 | loss: 0.0310881 | val_loss: 0.0311652 | Time: 1181.96 ms [2022-04-30 12:16:52 main:574] : INFO : Epoch 2012 | loss: 0.0310908 | val_loss: 0.0311621 | Time: 1207.7 ms [2022-04-30 12:16:53 main:574] : INFO : Epoch 2013 | loss: 0.0310912 | val_loss: 0.0311641 | Time: 1260.01 ms [2022-04-30 12:16:54 main:574] : INFO : Epoch 2014 | loss: 0.0310922 | val_loss: 0.0311665 | Time: 1203.86 ms [2022-04-30 12:16:56 main:574] : INFO : Epoch 2015 | loss: 0.0310992 | val_loss: 0.0311609 | Time: 1179.46 ms [2022-04-30 12:16:57 main:574] : INFO : Epoch 2016 | loss: 0.0310947 | val_loss: 0.031155 | Time: 1230.38 ms [2022-04-30 12:16:58 main:574] : INFO : Epoch 2017 | loss: 0.0310913 | val_loss: 0.0311669 | Time: 1208.7 ms [2022-04-30 12:16:59 main:574] : INFO : Epoch 2018 | loss: 0.0310931 | val_loss: 0.0311639 | Time: 1223.01 ms [2022-04-30 12:17:01 main:574] : INFO : Epoch 2019 | loss: 0.0310966 | val_loss: 0.0311619 | Time: 1255.75 ms [2022-04-30 12:17:02 main:574] : INFO : Epoch 2020 | loss: 0.0310958 | val_loss: 0.0311633 | Time: 1269.65 ms [2022-04-30 12:17:03 main:574] : INFO : Epoch 2021 | loss: 0.0310976 | val_loss: 0.0311627 | Time: 1200.06 ms [2022-04-30 12:17:04 main:574] : INFO : Epoch 2022 | loss: 0.0310992 | val_loss: 0.0311676 | Time: 1155.63 ms [2022-04-30 12:17:05 main:574] : INFO : Epoch 2023 | loss: 0.0311009 | val_loss: 0.0311623 | Time: 1144.08 ms [2022-04-30 12:17:07 main:574] : INFO : Epoch 2024 | loss: 0.0310952 | val_loss: 0.0311636 | Time: 1238.56 ms [2022-04-30 12:17:08 main:574] : INFO : Epoch 2025 | loss: 0.0310922 | val_loss: 0.031165 | Time: 1243.02 ms [2022-04-30 12:17:09 main:574] : INFO : Epoch 2026 | loss: 0.0310985 | val_loss: 0.0311566 | Time: 1229.87 ms [2022-04-30 12:17:10 main:574] : INFO : Epoch 2027 | loss: 0.0311034 | val_loss: 0.031166 | Time: 1240.9 ms [2022-04-30 12:17:12 main:574] : INFO : Epoch 2028 | loss: 0.0311007 | val_loss: 0.031163 | Time: 1197.8 ms [2022-04-30 12:17:13 main:574] : INFO : Epoch 2029 | loss: 0.0310952 | val_loss: 0.0311664 | Time: 1207.13 ms [2022-04-30 12:17:14 main:574] : INFO : Epoch 2030 | loss: 0.0310927 | val_loss: 0.0311625 | Time: 1233.48 ms [2022-04-30 12:17:15 main:574] : INFO : Epoch 2031 | loss: 0.031093 | val_loss: 0.0311593 | Time: 1285.33 ms [2022-04-30 12:17:17 main:574] : INFO : Epoch 2032 | loss: 0.0310921 | val_loss: 0.0311642 | Time: 1263.45 ms [2022-04-30 12:17:18 main:574] : INFO : Epoch 2033 | loss: 0.0310892 | val_loss: 0.0311691 | Time: 1215.85 ms [2022-04-30 12:17:19 main:574] : INFO : Epoch 2034 | loss: 0.031088 | val_loss: 0.0311673 | Time: 1210.61 ms [2022-04-30 12:17:20 main:574] : INFO : Epoch 2035 | loss: 0.0310869 | val_loss: 0.0311679 | Time: 1196.42 ms [2022-04-30 12:17:21 main:574] : INFO : Epoch 2036 | loss: 0.031085 | val_loss: 0.0311669 | Time: 1237.91 ms [2022-04-30 12:17:23 main:574] : INFO : Epoch 2037 | loss: 0.0310859 | val_loss: 0.0311617 | Time: 1214.29 ms [2022-04-30 12:17:24 main:574] : INFO : Epoch 2038 | loss: 0.0310828 | val_loss: 0.0311719 | Time: 1190.6 ms [2022-04-30 12:17:25 main:574] : INFO : Epoch 2039 | loss: 0.0310886 | val_loss: 0.0311676 | Time: 1218.1 ms [2022-04-30 12:17:26 main:574] : INFO : Epoch 2040 | loss: 0.0311093 | val_loss: 0.0311624 | Time: 1153.96 ms [2022-04-30 12:17:27 main:574] : INFO : Epoch 2041 | loss: 0.0311043 | val_loss: 0.0311605 | Time: 1200.54 ms [2022-04-30 12:17:29 main:574] : INFO : Epoch 2042 | loss: 0.0310997 | val_loss: 0.0311562 | Time: 1218.01 ms [2022-04-30 12:17:30 main:574] : INFO : Epoch 2043 | loss: 0.0310957 | val_loss: 0.0311598 | Time: 1201.88 ms [2022-04-30 12:17:31 main:574] : INFO : Epoch 2044 | loss: 0.0310922 | val_loss: 0.0311667 | Time: 1270.04 ms [2022-04-30 12:17:32 main:574] : INFO : Epoch 2045 | loss: 0.0310895 | val_loss: 0.0311667 | Time: 1249.41 ms [2022-04-30 12:17:34 main:574] : INFO : Epoch 2046 | loss: 0.0310894 | val_loss: 0.031161 | Time: 1212.29 ms [2022-04-30 12:17:35 main:574] : INFO : Epoch 2047 | loss: 0.0310895 | val_loss: 0.0311594 | Time: 1219.65 ms [2022-04-30 12:17:36 main:574] : INFO : Epoch 2048 | loss: 0.0310858 | val_loss: 0.0311692 | Time: 1237.44 ms [2022-04-30 12:17:36 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311692 [2022-04-30 12:17:36 main:603] : INFO : Saving end state to config to file [2022-04-30 12:17:36 main:608] : INFO : Success, exiting.. 12:17:36 (1360): 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)