Task 5182100
| Name | ParityModified-1619584501-7176-0_2 |
| Workunit | 3069866 |
| Created | 12 May 2021, 21:45:00 UTC |
| Sent | 12 May 2021, 23:36:33 UTC |
| Report deadline | 20 May 2021, 23:36:33 UTC |
| Received | 15 May 2021, 2:37:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1764 |
| Run time | 5 hours 57 min 35 sec |
| CPU time | 5 hours 53 min 26 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,398.37 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.65 GB |
| Peak swap size | 2.75 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1619584501-7176-0_2_r363329989_0 (exists = 0) [2021-05-14 12:32:17 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-05-14 12:32:17 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-05-14 12:32:17 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-05-14 12:32:17 main:474] : INFO : Configuration: [2021-05-14 12:32:17 main:475] : INFO : Model type: GRU [2021-05-14 12:32:17 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-05-14 12:32:17 main:477] : INFO : Max Epochs: 2048 [2021-05-14 12:32:17 main:478] : INFO : Batch Size: 128 [2021-05-14 12:32:17 main:479] : INFO : Learning Rate: 0.01 [2021-05-14 12:32:17 main:480] : INFO : Patience: 10 [2021-05-14 12:32:17 main:481] : INFO : Hidden Width: 12 [2021-05-14 12:32:17 main:482] : INFO : # Recurrent Layers: 4 [2021-05-14 12:32:17 main:483] : INFO : # Backend Layers: 4 [2021-05-14 12:32:17 main:484] : INFO : # Threads: 1 [2021-05-14 12:32:17 main:486] : INFO : Preparing Dataset [2021-05-14 12:32:17 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 12:32:18 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 12:32:20 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-05-14 12:32:20 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 12:32:20 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 12:32:20 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-05-14 12:32:20 main:494] : INFO : Creating Model [2021-05-14 12:32:20 main:507] : INFO : Preparing config file [2021-05-14 12:32:20 main:511] : INFO : Found checkpoint, attempting to load... [2021-05-14 12:32:20 main:512] : INFO : Loading config [2021-05-14 12:32:20 main:514] : INFO : Loading state [2021-05-14 12:32:22 main:559] : INFO : Loading DataLoader into Memory [2021-05-14 12:32:22 main:562] : INFO : Starting Training [2021-05-14 12:32:34 main:574] : INFO : Epoch 1876 | loss: 0.0310779 | val_loss: 0.031274 | Time: 12097.3 ms [2021-05-14 12:32:45 main:574] : INFO : Epoch 1877 | loss: 0.0310208 | val_loss: 0.0312997 | Time: 11322.4 ms [2021-05-14 12:32:57 main:574] : INFO : Epoch 1878 | loss: 0.0310031 | val_loss: 0.031307 | Time: 11846.7 ms [2021-05-14 12:33:08 main:574] : INFO : Epoch 1879 | loss: 0.0309949 | val_loss: 0.0313109 | Time: 11065 ms [2021-05-14 12:33:19 main:574] : INFO : Epoch 1880 | loss: 0.0309921 | val_loss: 0.0313415 | Time: 11293.1 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1080) [2021-05-14 13:35:07 main:435] : INFO : Set logging level to 1 [2021-05-14 13:35:07 main:441] : INFO : Running in BOINC Client mode [2021-05-14 13:35:07 main:444] : INFO : Resolving all filenames [2021-05-14 13:35:07 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-05-14 13:35:07 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1619584501-7176-0_2_r363329989_1 (exists = 1) [2021-05-14 13:35:07 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1619584501-7176-0_2_r363329989_0 (exists = 0) [2021-05-14 13:35:07 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-05-14 13:35:07 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-05-14 13:35:07 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-05-14 13:35:07 main:474] : INFO : Configuration: [2021-05-14 13:35:07 main:475] : INFO : Model type: GRU [2021-05-14 13:35:07 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-05-14 13:35:07 main:477] : INFO : Max Epochs: 2048 [2021-05-14 13:35:07 main:478] : INFO : Batch Size: 128 [2021-05-14 13:35:07 main:479] : INFO : Learning Rate: 0.01 [2021-05-14 13:35:07 main:480] : INFO : Patience: 10 [2021-05-14 13:35:07 main:481] : INFO : Hidden Width: 12 [2021-05-14 13:35:07 main:482] : INFO : # Recurrent Layers: 4 [2021-05-14 13:35:07 main:483] : INFO : # Backend Layers: 4 [2021-05-14 13:35:07 main:484] : INFO : # Threads: 1 [2021-05-14 13:35:07 main:486] : INFO : Preparing Dataset [2021-05-14 13:35:07 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 13:35:08 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 13:35:10 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-05-14 13:35:10 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 13:35:10 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 13:35:10 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-05-14 13:35:10 main:494] : INFO : Creating Model [2021-05-14 13:35:10 main:507] : INFO : Preparing config file [2021-05-14 13:35:10 main:511] : INFO : Found checkpoint, attempting to load... [2021-05-14 13:35:10 main:512] : INFO : Loading config [2021-05-14 13:35:10 main:514] : INFO : Loading state [2021-05-14 13:35:11 main:559] : INFO : Loading DataLoader into Memory [2021-05-14 13:35:11 main:562] : INFO : Starting Training [2021-05-14 13:35:22 main:574] : INFO : Epoch 1881 | loss: 0.0310744 | val_loss: 0.0312846 | Time: 10685.1 ms [2021-05-14 13:35:32 main:574] : INFO : Epoch 1882 | loss: 0.0310306 | val_loss: 0.031289 | Time: 10309.4 ms [2021-05-14 13:35:43 main:574] : INFO : Epoch 1883 | loss: 0.0310047 | val_loss: 0.0313102 | Time: 10333.9 ms [2021-05-14 13:35:53 main:574] : INFO : Epoch 1884 | loss: 0.0310052 | val_loss: 0.0312929 | Time: 10500.3 ms [2021-05-14 13:36:04 main:574] : INFO : Epoch 1885 | loss: 0.0310052 | val_loss: 0.0313085 | Time: 10374.3 ms [2021-05-14 13:36:15 main:574] : INFO : Epoch 1886 | loss: 0.031003 | val_loss: 0.0312984 | Time: 11433.2 ms [2021-05-14 13:36:27 main:574] : INFO : Epoch 1887 | loss: 0.0309992 | val_loss: 0.0312918 | Time: 11796.1 ms [2021-05-14 13:36:38 main:574] : INFO : Epoch 1888 | loss: 0.0310132 | val_loss: 0.0313134 | Time: 11250.5 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1080) [2021-05-14 13:52:52 main:435] : INFO : Set logging level to 1 [2021-05-14 13:52:52 main:441] : INFO : Running in BOINC Client mode [2021-05-14 13:52:52 main:444] : INFO : Resolving all filenames [2021-05-14 13:52:52 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-05-14 13:52:52 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1619584501-7176-0_2_r363329989_1 (exists = 1) [2021-05-14 13:52:52 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1619584501-7176-0_2_r363329989_0 (exists = 0) [2021-05-14 13:52:52 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-05-14 13:52:52 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-05-14 13:52:52 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-05-14 13:52:52 main:474] : INFO : Configuration: [2021-05-14 13:52:52 main:475] : INFO : Model type: GRU [2021-05-14 13:52:52 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-05-14 13:52:52 main:477] : INFO : Max Epochs: 2048 [2021-05-14 13:52:52 main:478] : INFO : Batch Size: 128 [2021-05-14 13:52:52 main:479] : INFO : Learning Rate: 0.01 [2021-05-14 13:52:52 main:480] : INFO : Patience: 10 [2021-05-14 13:52:52 main:481] : INFO : Hidden Width: 12 [2021-05-14 13:52:52 main:482] : INFO : # Recurrent Layers: 4 [2021-05-14 13:52:52 main:483] : INFO : # Backend Layers: 4 [2021-05-14 13:52:52 main:484] : INFO : # Threads: 1 [2021-05-14 13:52:52 main:486] : INFO : Preparing Dataset [2021-05-14 13:52:52 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 13:52:52 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 13:52:55 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-05-14 13:52:55 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 13:52:55 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 13:52:55 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-05-14 13:52:56 main:494] : INFO : Creating Model [2021-05-14 13:52:56 main:507] : INFO : Preparing config file [2021-05-14 13:52:56 main:511] : INFO : Found checkpoint, attempting to load... [2021-05-14 13:52:56 main:512] : INFO : Loading config [2021-05-14 13:52:56 main:514] : INFO : Loading state [2021-05-14 13:52:57 main:559] : INFO : Loading DataLoader into Memory [2021-05-14 13:52:57 main:562] : INFO : Starting Training [2021-05-14 13:53:09 main:574] : INFO : Epoch 1887 | loss: 0.0311099 | val_loss: 0.0312682 | Time: 11958.4 ms [2021-05-14 13:53:21 main:574] : INFO : Epoch 1888 | loss: 0.0310269 | val_loss: 0.03133 | Time: 11628.6 ms [2021-05-14 13:53:32 main:574] : INFO : Epoch 1889 | loss: 0.0310015 | val_loss: 0.0313543 | Time: 11490.2 ms [2021-05-14 13:53:43 main:574] : INFO : Epoch 1890 | loss: 0.0309962 | val_loss: 0.0313159 | Time: 10689.6 ms [2021-05-14 13:53:53 main:574] : INFO : Epoch 1891 | loss: 0.0310003 | val_loss: 0.031325 | Time: 10682.5 ms [2021-05-14 13:54:04 main:574] : INFO : Epoch 1892 | loss: 0.0309887 | val_loss: 0.0313075 | Time: 10649.4 ms [2021-05-14 13:54:15 main:574] : INFO : Epoch 1893 | loss: 0.0309854 | val_loss: 0.0313343 | Time: 10970.5 ms [2021-05-14 13:54:26 main:574] : INFO : Epoch 1894 | loss: 0.030991 | val_loss: 0.0313118 | Time: 10983.4 ms [2021-05-14 13:54:37 main:574] : INFO : Epoch 1895 | loss: 0.0309902 | val_loss: 0.0312898 | Time: 10663 ms [2021-05-14 13:54:47 main:574] : INFO : Epoch 1896 | loss: 0.0309926 | val_loss: 0.0313098 | Time: 10579 ms [2021-05-14 13:54:58 main:574] : INFO : Epoch 1897 | loss: 0.0310036 | val_loss: 0.0313009 | Time: 10966 ms [2021-05-14 13:55:09 main:574] : INFO : Epoch 1898 | loss: 0.0310018 | val_loss: 0.0312847 | Time: 10458.8 ms [2021-05-14 13:55:20 main:574] : INFO : Epoch 1899 | loss: 0.0309978 | val_loss: 0.0313091 | Time: 10615.3 ms [2021-05-14 13:55:30 main:574] : INFO : Epoch 1900 | loss: 0.0309921 | val_loss: 0.0313217 | Time: 10726.4 ms [2021-05-14 13:55:41 main:574] : INFO : Epoch 1901 | loss: 0.0309924 | val_loss: 0.0313283 | Time: 10783.5 ms [2021-05-14 13:55:52 main:574] : INFO : Epoch 1902 | loss: 0.0309893 | val_loss: 0.0313255 | Time: 10558.9 ms [2021-05-14 13:56:02 main:574] : INFO : Epoch 1903 | loss: 0.0309884 | val_loss: 0.031313 | Time: 10695 ms [2021-05-14 13:56:13 main:574] : INFO : Epoch 1904 | loss: 0.0309989 | val_loss: 0.031298 | Time: 10321.9 ms [2021-05-14 13:56:23 main:574] : INFO : Epoch 1905 | loss: 0.0310007 | val_loss: 0.0313443 | Time: 10403.8 ms [2021-05-14 13:56:34 main:574] : INFO : Epoch 1906 | loss: 0.0310001 | val_loss: 0.0313315 | Time: 10271 ms [2021-05-14 13:56:44 main:574] : INFO : Epoch 1907 | loss: 0.0309979 | val_loss: 0.0313026 | Time: 10459.7 ms [2021-05-14 13:56:54 main:574] : INFO : Epoch 1908 | loss: 0.0310092 | val_loss: 0.0312615 | Time: 10381.3 ms [2021-05-14 13:57:05 main:574] : INFO : Epoch 1909 | loss: 0.0310294 | val_loss: 0.0312924 | Time: 10347.7 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1080) [2021-05-14 14:11:34 main:435] : INFO : Set logging level to 1 [2021-05-14 14:11:34 main:441] : INFO : Running in BOINC Client mode [2021-05-14 14:11:34 main:444] : INFO : Resolving all filenames [2021-05-14 14:11:34 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-05-14 14:11:34 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1619584501-7176-0_2_r363329989_1 (exists = 1) [2021-05-14 14:11:34 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1619584501-7176-0_2_r363329989_0 (exists = 0) [2021-05-14 14:11:34 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-05-14 14:11:34 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-05-14 14:11:34 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-05-14 14:11:34 main:474] : INFO : Configuration: [2021-05-14 14:11:34 main:475] : INFO : Model type: GRU [2021-05-14 14:11:34 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-05-14 14:11:34 main:477] : INFO : Max Epochs: 2048 [2021-05-14 14:11:34 main:478] : INFO : Batch Size: 128 [2021-05-14 14:11:34 main:479] : INFO : Learning Rate: 0.01 [2021-05-14 14:11:34 main:480] : INFO : Patience: 10 [2021-05-14 14:11:34 main:481] : INFO : Hidden Width: 12 [2021-05-14 14:11:34 main:482] : INFO : # Recurrent Layers: 4 [2021-05-14 14:11:34 main:483] : INFO : # Backend Layers: 4 [2021-05-14 14:11:34 main:484] : INFO : # Threads: 1 [2021-05-14 14:11:34 main:486] : INFO : Preparing Dataset [2021-05-14 14:11:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 14:11:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 14:11:37 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-05-14 14:11:37 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 14:11:37 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 14:11:37 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-05-14 14:11:37 main:494] : INFO : Creating Model [2021-05-14 14:11:37 main:507] : INFO : Preparing config file [2021-05-14 14:11:37 main:511] : INFO : Found checkpoint, attempting to load... [2021-05-14 14:11:37 main:512] : INFO : Loading config [2021-05-14 14:11:37 main:514] : INFO : Loading state [2021-05-14 14:11:38 main:559] : INFO : Loading DataLoader into Memory [2021-05-14 14:11:38 main:562] : INFO : Starting Training [2021-05-14 14:11:48 main:574] : INFO : Epoch 1910 | loss: 0.0310736 | val_loss: 0.0313388 | Time: 10395.2 ms [2021-05-14 14:11:58 main:574] : INFO : Epoch 1911 | loss: 0.0310299 | val_loss: 0.0313006 | Time: 10040.5 ms [2021-05-14 14:12:08 main:574] : INFO : Epoch 1912 | loss: 0.0310108 | val_loss: 0.0313283 | Time: 10019.9 ms [2021-05-14 14:12:19 main:574] : INFO : Epoch 1913 | loss: 0.0309975 | val_loss: 0.0313331 | Time: 10289.5 ms [2021-05-14 14:12:29 main:574] : INFO : Epoch 1914 | loss: 0.0309883 | val_loss: 0.0313128 | Time: 10195.6 ms [2021-05-14 14:12:39 main:574] : INFO : Epoch 1915 | loss: 0.0309921 | val_loss: 0.0313459 | Time: 10349.2 ms [2021-05-14 14:12:50 main:574] : INFO : Epoch 1916 | loss: 0.0309876 | val_loss: 0.0313416 | Time: 10546.8 ms [2021-05-14 14:13:00 main:574] : INFO : Epoch 1917 | loss: 0.0309951 | val_loss: 0.0313046 | Time: 10406.7 ms [2021-05-14 14:13:11 main:574] : INFO : Epoch 1918 | loss: 0.0309904 | val_loss: 0.0313613 | Time: 10432.9 ms [2021-05-14 14:13:21 main:574] : INFO : Epoch 1919 | loss: 0.0309909 | val_loss: 0.0313314 | Time: 10510.1 ms [2021-05-14 14:13:31 main:574] : INFO : Epoch 1920 | loss: 0.0309871 | val_loss: 0.0313059 | Time: 9990 ms [2021-05-14 14:13:41 main:574] : INFO : Epoch 1921 | loss: 0.0309907 | val_loss: 0.0313266 | Time: 10024.6 ms [2021-05-14 14:13:51 main:574] : INFO : Epoch 1922 | loss: 0.0309935 | val_loss: 0.0313094 | Time: 10032.2 ms [2021-05-14 14:14:01 main:574] : INFO : Epoch 1923 | loss: 0.0309929 | val_loss: 0.0313489 | Time: 9955.63 ms [2021-05-14 14:14:12 main:574] : INFO : Epoch 1924 | loss: 0.0309931 | val_loss: 0.0313067 | Time: 10114.9 ms [2021-05-14 14:14:22 main:574] : INFO : Epoch 1925 | loss: 0.0309945 | val_loss: 0.0313027 | Time: 10025.3 ms [2021-05-14 14:14:32 main:574] : INFO : Epoch 1926 | loss: 0.0310011 | val_loss: 0.0313348 | Time: 10087.2 ms [2021-05-14 14:14:42 main:574] : INFO : Epoch 1927 | loss: 0.0309952 | val_loss: 0.0313075 | Time: 9962.54 ms [2021-05-14 14:14:52 main:574] : INFO : Epoch 1928 | loss: 0.0309963 | val_loss: 0.0313497 | Time: 10085.8 ms [2021-05-14 14:15:02 main:574] : INFO : Epoch 1929 | loss: 0.0309882 | val_loss: 0.03132 | Time: 10076.9 ms [2021-05-14 14:15:12 main:574] : INFO : Epoch 1930 | loss: 0.0309876 | val_loss: 0.0313306 | Time: 10192.9 ms [2021-05-14 14:15:22 main:574] : INFO : Epoch 1931 | loss: 0.0309918 | val_loss: 0.0313215 | Time: 9996.82 ms [2021-05-14 14:15:32 main:574] : INFO : Epoch 1932 | loss: 0.0309888 | val_loss: 0.0313089 | Time: 9983.76 ms [2021-05-14 14:15:42 main:574] : INFO : Epoch 1933 | loss: 0.030994 | val_loss: 0.0313553 | Time: 9968.92 ms [2021-05-14 14:15:52 main:574] : INFO : Epoch 1934 | loss: 0.0309839 | val_loss: 0.0313255 | Time: 9815.7 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1080) [2021-05-14 16:31:54 main:435] : INFO : Set logging level to 1 [2021-05-14 16:31:54 main:441] : INFO : Running in BOINC Client mode [2021-05-14 16:31:54 main:444] : INFO : Resolving all filenames [2021-05-14 16:31:54 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-05-14 16:31:54 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1619584501-7176-0_2_r363329989_1 (exists = 1) [2021-05-14 16:31:54 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1619584501-7176-0_2_r363329989_0 (exists = 0) [2021-05-14 16:31:54 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-05-14 16:31:54 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-05-14 16:31:54 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-05-14 16:31:54 main:474] : INFO : Configuration: [2021-05-14 16:31:54 main:475] : INFO : Model type: GRU [2021-05-14 16:31:54 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-05-14 16:31:54 main:477] : INFO : Max Epochs: 2048 [2021-05-14 16:31:54 main:478] : INFO : Batch Size: 128 [2021-05-14 16:31:54 main:479] : INFO : Learning Rate: 0.01 [2021-05-14 16:31:54 main:480] : INFO : Patience: 10 [2021-05-14 16:31:54 main:481] : INFO : Hidden Width: 12 [2021-05-14 16:31:54 main:482] : INFO : # Recurrent Layers: 4 [2021-05-14 16:31:54 main:483] : INFO : # Backend Layers: 4 [2021-05-14 16:31:54 main:484] : INFO : # Threads: 1 [2021-05-14 16:31:54 main:486] : INFO : Preparing Dataset [2021-05-14 16:31:54 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 16:31:55 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 16:32:04 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-05-14 16:32:04 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 16:32:04 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 16:32:05 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-05-14 16:32:05 main:494] : INFO : Creating Model [2021-05-14 16:32:05 main:507] : INFO : Preparing config file [2021-05-14 16:32:05 main:511] : INFO : Found checkpoint, attempting to load... [2021-05-14 16:32:05 main:512] : INFO : Loading config [2021-05-14 16:32:05 main:514] : INFO : Loading state [2021-05-14 16:32:12 main:559] : INFO : Loading DataLoader into Memory [2021-05-14 16:32:12 main:562] : INFO : Starting Training [2021-05-14 16:32:27 main:574] : INFO : Epoch 1934 | loss: 0.0310599 | val_loss: 0.0312846 | Time: 14165.1 ms [2021-05-14 16:32:39 main:574] : INFO : Epoch 1935 | loss: 0.0310119 | val_loss: 0.0313258 | Time: 12349.9 ms [2021-05-14 16:32:53 main:574] : INFO : Epoch 1936 | loss: 0.0309983 | val_loss: 0.0313208 | Time: 14087.6 ms [2021-05-14 16:33:05 main:574] : INFO : Epoch 1937 | loss: 0.0309908 | val_loss: 0.0313386 | Time: 11932.5 ms [2021-05-14 16:33:17 main:574] : INFO : Epoch 1938 | loss: 0.0309926 | val_loss: 0.0313232 | Time: 11847.1 ms [2021-05-14 16:33:29 main:574] : INFO : Epoch 1939 | loss: 0.0309897 | val_loss: 0.0313312 | Time: 12393.4 ms [2021-05-14 16:33:40 main:574] : INFO : Epoch 1940 | loss: 0.0309871 | val_loss: 0.0313282 | Time: 11142.8 ms [2021-05-14 16:33:52 main:574] : INFO : Epoch 1941 | loss: 0.0309896 | val_loss: 0.0313529 | Time: 11413.6 ms [2021-05-14 16:34:04 main:574] : INFO : Epoch 1942 | loss: 0.0309995 | val_loss: 0.031311 | Time: 11737 ms [2021-05-14 16:34:15 main:574] : INFO : Epoch 1943 | loss: 0.0309988 | val_loss: 0.0312993 | Time: 11336.6 ms [2021-05-14 16:34:26 main:574] : INFO : Epoch 1944 | loss: 0.0309872 | val_loss: 0.0313554 | Time: 11453.2 ms [2021-05-14 16:34:38 main:574] : INFO : Epoch 1945 | loss: 0.0309925 | val_loss: 0.0313026 | Time: 11728.8 ms [2021-05-14 16:34:50 main:574] : INFO : Epoch 1946 | loss: 0.0309953 | val_loss: 0.0312782 | Time: 11274.7 ms [2021-05-14 16:35:01 main:574] : INFO : Epoch 1947 | loss: 0.0309964 | val_loss: 0.031326 | Time: 11263.6 ms [2021-05-14 16:35:12 main:574] : INFO : Epoch 1948 | loss: 0.0309998 | val_loss: 0.0313484 | Time: 11572.6 ms [2021-05-14 16:35:24 main:574] : INFO : Epoch 1949 | loss: 0.0309938 | val_loss: 0.0313142 | Time: 12029.2 ms [2021-05-14 16:35:36 main:574] : INFO : Epoch 1950 | loss: 0.0309922 | val_loss: 0.0313261 | Time: 11583.2 ms [2021-05-14 16:35:47 main:574] : INFO : Epoch 1951 | loss: 0.0309885 | val_loss: 0.0313356 | Time: 11402 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1080) [2021-05-14 17:15:37 main:435] : INFO : Set logging level to 1 [2021-05-14 17:15:37 main:441] : INFO : Running in BOINC Client mode [2021-05-14 17:15:37 main:444] : INFO : Resolving all filenames [2021-05-14 17:15:37 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-05-14 17:15:37 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1619584501-7176-0_2_r363329989_1 (exists = 1) [2021-05-14 17:15:37 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1619584501-7176-0_2_r363329989_0 (exists = 0) [2021-05-14 17:15:37 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-05-14 17:15:37 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-05-14 17:15:37 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-05-14 17:15:37 main:474] : INFO : Configuration: [2021-05-14 17:15:37 main:475] : INFO : Model type: GRU [2021-05-14 17:15:37 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-05-14 17:15:37 main:477] : INFO : Max Epochs: 2048 [2021-05-14 17:15:37 main:478] : INFO : Batch Size: 128 [2021-05-14 17:15:37 main:479] : INFO : Learning Rate: 0.01 [2021-05-14 17:15:37 main:480] : INFO : Patience: 10 [2021-05-14 17:15:37 main:481] : INFO : Hidden Width: 12 [2021-05-14 17:15:37 main:482] : INFO : # Recurrent Layers: 4 [2021-05-14 17:15:37 main:483] : INFO : # Backend Layers: 4 [2021-05-14 17:15:37 main:484] : INFO : # Threads: 1 [2021-05-14 17:15:37 main:486] : INFO : Preparing Dataset [2021-05-14 17:15:37 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 17:15:37 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 17:15:40 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-05-14 17:15:40 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 17:15:40 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 17:15:40 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-05-14 17:15:40 main:494] : INFO : Creating Model [2021-05-14 17:15:40 main:507] : INFO : Preparing config file [2021-05-14 17:15:40 main:511] : INFO : Found checkpoint, attempting to load... [2021-05-14 17:15:40 main:512] : INFO : Loading config [2021-05-14 17:15:40 main:514] : INFO : Loading state [2021-05-14 17:15:41 main:559] : INFO : Loading DataLoader into Memory [2021-05-14 17:15:41 main:562] : INFO : Starting Training Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1080) [2021-05-14 17:40:53 main:435] : INFO : Set logging level to 1 [2021-05-14 17:40:53 main:441] : INFO : Running in BOINC Client mode [2021-05-14 17:40:53 main:444] : INFO : Resolving all filenames [2021-05-14 17:40:53 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-05-14 17:40:53 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1619584501-7176-0_2_r363329989_1 (exists = 1) [2021-05-14 17:40:53 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1619584501-7176-0_2_r363329989_0 (exists = 0) [2021-05-14 17:40:53 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-05-14 17:40:53 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-05-14 17:40:53 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-05-14 17:40:53 main:474] : INFO : Configuration: [2021-05-14 17:40:53 main:475] : INFO : Model type: GRU [2021-05-14 17:40:53 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-05-14 17:40:53 main:477] : INFO : Max Epochs: 2048 [2021-05-14 17:40:53 main:478] : INFO : Batch Size: 128 [2021-05-14 17:40:53 main:479] : INFO : Learning Rate: 0.01 [2021-05-14 17:40:53 main:480] : INFO : Patience: 10 [2021-05-14 17:40:53 main:481] : INFO : Hidden Width: 12 [2021-05-14 17:40:53 main:482] : INFO : # Recurrent Layers: 4 [2021-05-14 17:40:53 main:483] : INFO : # Backend Layers: 4 [2021-05-14 17:40:53 main:484] : INFO : # Threads: 1 [2021-05-14 17:40:53 main:486] : INFO : Preparing Dataset [2021-05-14 17:40:53 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 17:40:53 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 17:40:56 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-05-14 17:40:56 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 17:40:56 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 17:40:56 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-05-14 17:40:56 main:494] : INFO : Creating Model [2021-05-14 17:40:56 main:507] : INFO : Preparing config file [2021-05-14 17:40:56 main:511] : INFO : Found checkpoint, attempting to load... [2021-05-14 17:40:56 main:512] : INFO : Loading config [2021-05-14 17:40:56 main:514] : INFO : Loading state [2021-05-14 17:40:57 main:559] : INFO : Loading DataLoader into Memory [2021-05-14 17:40:57 main:562] : INFO : Starting Training [2021-05-14 17:41:08 main:574] : INFO : Epoch 1950 | loss: 0.0311427 | val_loss: 0.0312279 | Time: 11132.7 ms [2021-05-14 17:41:20 main:574] : INFO : Epoch 1951 | loss: 0.0310792 | val_loss: 0.0312967 | Time: 11202.5 ms [2021-05-14 17:41:31 main:574] : INFO : Epoch 1952 | loss: 0.0310307 | val_loss: 0.03131 | Time: 11458.8 ms [2021-05-14 17:41:44 main:574] : INFO : Epoch 1953 | loss: 0.0310012 | val_loss: 0.0313414 | Time: 12688.2 ms [2021-05-14 17:41:56 main:574] : INFO : Epoch 1954 | loss: 0.0309946 | val_loss: 0.0313338 | Time: 12062 ms [2021-05-14 17:42:08 main:574] : INFO : Epoch 1955 | loss: 0.0310091 | val_loss: 0.0313137 | Time: 11833.4 ms [2021-05-14 17:42:18 main:574] : INFO : Epoch 1956 | loss: 0.0310052 | val_loss: 0.0313078 | Time: 10726 ms [2021-05-14 17:42:29 main:574] : INFO : Epoch 1957 | loss: 0.0309979 | val_loss: 0.0313109 | Time: 10724.1 ms [2021-05-14 17:42:40 main:574] : INFO : Epoch 1958 | loss: 0.0310017 | val_loss: 0.0313023 | Time: 10542.4 ms [2021-05-14 17:42:50 main:574] : INFO : Epoch 1959 | loss: 0.0310033 | val_loss: 0.0312922 | Time: 10503.6 ms [2021-05-14 17:43:01 main:574] : INFO : Epoch 1960 | loss: 0.0309968 | val_loss: 0.0313111 | Time: 10468.1 ms [2021-05-14 17:43:11 main:574] : INFO : Epoch 1961 | loss: 0.0309908 | val_loss: 0.0313251 | Time: 10458.2 ms [2021-05-14 17:43:22 main:574] : INFO : Epoch 1962 | loss: 0.0309866 | val_loss: 0.0313378 | Time: 10442.5 ms [2021-05-14 17:43:32 main:574] : INFO : Epoch 1963 | loss: 0.0309867 | val_loss: 0.0312824 | Time: 10375.1 ms [2021-05-14 17:43:42 main:574] : INFO : Epoch 1964 | loss: 0.0309988 | val_loss: 0.0313078 | Time: 10424 ms [2021-05-14 17:43:52 main:574] : INFO : Epoch 1965 | loss: 0.0309962 | val_loss: 0.03132 | Time: 9981.46 ms [2021-05-14 17:44:02 main:574] : INFO : Epoch 1966 | loss: 0.0309932 | val_loss: 0.0313207 | Time: 9898.8 ms [2021-05-14 17:44:12 main:574] : INFO : Epoch 1967 | loss: 0.0309993 | val_loss: 0.0313234 | Time: 9834.06 ms [2021-05-14 17:44:22 main:574] : INFO : Epoch 1968 | loss: 0.0309982 | val_loss: 0.031362 | Time: 9895.92 ms [2021-05-14 17:44:32 main:574] : INFO : Epoch 1969 | loss: 0.0310011 | val_loss: 0.0313008 | Time: 9891.93 ms [2021-05-14 17:44:42 main:574] : INFO : Epoch 1970 | loss: 0.0309916 | val_loss: 0.0313071 | Time: 9973.44 ms [2021-05-14 17:44:52 main:574] : INFO : Epoch 1971 | loss: 0.0309983 | val_loss: 0.0313128 | Time: 9999.92 ms [2021-05-14 17:45:02 main:574] : INFO : Epoch 1972 | loss: 0.0309962 | val_loss: 0.0313303 | Time: 10202.5 ms [2021-05-14 17:45:12 main:574] : INFO : Epoch 1973 | loss: 0.0309891 | val_loss: 0.0313182 | Time: 9994.06 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1080) [2021-05-14 17:54:11 main:435] : INFO : Set logging level to 1 [2021-05-14 17:54:11 main:441] : INFO : Running in BOINC Client mode [2021-05-14 17:54:11 main:444] : INFO : Resolving all filenames [2021-05-14 17:54:11 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-05-14 17:54:11 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1619584501-7176-0_2_r363329989_1 (exists = 1) [2021-05-14 17:54:11 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1619584501-7176-0_2_r363329989_0 (exists = 0) [2021-05-14 17:54:11 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-05-14 17:54:11 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-05-14 17:54:11 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-05-14 17:54:11 main:474] : INFO : Configuration: [2021-05-14 17:54:11 main:475] : INFO : Model type: GRU [2021-05-14 17:54:11 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-05-14 17:54:11 main:477] : INFO : Max Epochs: 2048 [2021-05-14 17:54:11 main:478] : INFO : Batch Size: 128 [2021-05-14 17:54:11 main:479] : INFO : Learning Rate: 0.01 [2021-05-14 17:54:11 main:480] : INFO : Patience: 10 [2021-05-14 17:54:11 main:481] : INFO : Hidden Width: 12 [2021-05-14 17:54:11 main:482] : INFO : # Recurrent Layers: 4 [2021-05-14 17:54:11 main:483] : INFO : # Backend Layers: 4 [2021-05-14 17:54:11 main:484] : INFO : # Threads: 1 [2021-05-14 17:54:11 main:486] : INFO : Preparing Dataset [2021-05-14 17:54:11 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 17:54:12 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 17:54:14 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-05-14 17:54:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 17:54:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 17:54:15 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-05-14 17:54:15 main:494] : INFO : Creating Model [2021-05-14 17:54:15 main:507] : INFO : Preparing config file [2021-05-14 17:54:15 main:511] : INFO : Found checkpoint, attempting to load... [2021-05-14 17:54:15 main:512] : INFO : Loading config [2021-05-14 17:54:15 main:514] : INFO : Loading state [2021-05-14 17:54:16 main:559] : INFO : Loading DataLoader into Memory [2021-05-14 17:54:16 main:562] : INFO : Starting Training [2021-05-14 17:54:26 main:574] : INFO : Epoch 1973 | loss: 0.0310651 | val_loss: 0.0313077 | Time: 10462.1 ms [2021-05-14 17:54:36 main:574] : INFO : Epoch 1974 | loss: 0.0310198 | val_loss: 0.0313079 | Time: 9907.43 ms [2021-05-14 17:54:46 main:574] : INFO : Epoch 1975 | loss: 0.0309996 | val_loss: 0.0312983 | Time: 9985.09 ms [2021-05-14 17:54:56 main:574] : INFO : Epoch 1976 | loss: 0.0309975 | val_loss: 0.0312879 | Time: 9883.1 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1080) [2021-05-14 19:34:01 main:435] : INFO : Set logging level to 1 [2021-05-14 19:34:01 main:441] : INFO : Running in BOINC Client mode [2021-05-14 19:34:01 main:444] : INFO : Resolving all filenames [2021-05-14 19:34:01 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-05-14 19:34:01 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1619584501-7176-0_2_r363329989_1 (exists = 1) [2021-05-14 19:34:01 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1619584501-7176-0_2_r363329989_0 (exists = 0) [2021-05-14 19:34:01 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-05-14 19:34:01 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-05-14 19:34:01 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-05-14 19:34:01 main:474] : INFO : Configuration: [2021-05-14 19:34:01 main:475] : INFO : Model type: GRU [2021-05-14 19:34:01 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-05-14 19:34:01 main:477] : INFO : Max Epochs: 2048 [2021-05-14 19:34:01 main:478] : INFO : Batch Size: 128 [2021-05-14 19:34:01 main:479] : INFO : Learning Rate: 0.01 [2021-05-14 19:34:01 main:480] : INFO : Patience: 10 [2021-05-14 19:34:01 main:481] : INFO : Hidden Width: 12 [2021-05-14 19:34:01 main:482] : INFO : # Recurrent Layers: 4 [2021-05-14 19:34:01 main:483] : INFO : # Backend Layers: 4 [2021-05-14 19:34:01 main:484] : INFO : # Threads: 1 [2021-05-14 19:34:01 main:486] : INFO : Preparing Dataset [2021-05-14 19:34:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 19:34:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 19:34:04 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-05-14 19:34:04 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 19:34:04 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 19:34:04 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-05-14 19:34:04 main:494] : INFO : Creating Model [2021-05-14 19:34:04 main:507] : INFO : Preparing config file [2021-05-14 19:34:04 main:511] : INFO : Found checkpoint, attempting to load... [2021-05-14 19:34:04 main:512] : INFO : Loading config [2021-05-14 19:34:04 main:514] : INFO : Loading state [2021-05-14 19:34:05 main:559] : INFO : Loading DataLoader into Memory [2021-05-14 19:34:05 main:562] : INFO : Starting Training [2021-05-14 19:34:16 main:574] : INFO : Epoch 1973 | loss: 0.031053 | val_loss: 0.0312854 | Time: 10663.7 ms [2021-05-14 19:34:26 main:574] : INFO : Epoch 1974 | loss: 0.0310205 | val_loss: 0.0312831 | Time: 10805.9 ms [2021-05-14 19:34:37 main:574] : INFO : Epoch 1975 | loss: 0.0310001 | val_loss: 0.031298 | Time: 10945.5 ms [2021-05-14 19:34:49 main:574] : INFO : Epoch 1976 | loss: 0.0310032 | val_loss: 0.0312966 | Time: 11471 ms [2021-05-14 19:35:01 main:574] : INFO : Epoch 1977 | loss: 0.030995 | val_loss: 0.0313147 | Time: 11952.7 ms [2021-05-14 19:35:13 main:574] : INFO : Epoch 1978 | loss: 0.0309921 | val_loss: 0.0313129 | Time: 12267.2 ms [2021-05-14 19:35:24 main:574] : INFO : Epoch 1979 | loss: 0.0309934 | val_loss: 0.0313029 | Time: 11273.5 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1080) [2021-05-14 19:45:07 main:435] : INFO : Set logging level to 1 [2021-05-14 19:45:07 main:441] : INFO : Running in BOINC Client mode [2021-05-14 19:45:08 main:444] : INFO : Resolving all filenames [2021-05-14 19:45:08 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-05-14 19:45:08 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1619584501-7176-0_2_r363329989_1 (exists = 1) [2021-05-14 19:45:08 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1619584501-7176-0_2_r363329989_0 (exists = 0) [2021-05-14 19:45:08 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-05-14 19:45:08 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-05-14 19:45:08 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-05-14 19:45:08 main:474] : INFO : Configuration: [2021-05-14 19:45:08 main:475] : INFO : Model type: GRU [2021-05-14 19:45:08 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-05-14 19:45:08 main:477] : INFO : Max Epochs: 2048 [2021-05-14 19:45:08 main:478] : INFO : Batch Size: 128 [2021-05-14 19:45:08 main:479] : INFO : Learning Rate: 0.01 [2021-05-14 19:45:08 main:480] : INFO : Patience: 10 [2021-05-14 19:45:08 main:481] : INFO : Hidden Width: 12 [2021-05-14 19:45:08 main:482] : INFO : # Recurrent Layers: 4 [2021-05-14 19:45:08 main:483] : INFO : # Backend Layers: 4 [2021-05-14 19:45:09 main:484] : INFO : # Threads: 1 [2021-05-14 19:45:09 main:486] : INFO : Preparing Dataset [2021-05-14 19:45:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 19:45:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 19:45:11 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-05-14 19:45:12 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 19:45:12 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 19:45:12 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-05-14 19:45:12 main:494] : INFO : Creating Model [2021-05-14 19:45:12 main:507] : INFO : Preparing config file [2021-05-14 19:45:12 main:511] : INFO : Found checkpoint, attempting to load... [2021-05-14 19:45:12 main:512] : INFO : Loading config [2021-05-14 19:45:12 main:514] : INFO : Loading state [2021-05-14 19:45:13 main:559] : INFO : Loading DataLoader into Memory [2021-05-14 19:45:13 main:562] : INFO : Starting Training [2021-05-14 19:45:24 main:574] : INFO : Epoch 1978 | loss: 0.0311003 | val_loss: 0.0312769 | Time: 10442.9 ms [2021-05-14 19:45:34 main:574] : INFO : Epoch 1979 | loss: 0.0310415 | val_loss: 0.0313046 | Time: 10389.1 ms [2021-05-14 19:45:45 main:574] : INFO : Epoch 1980 | loss: 0.0310127 | val_loss: 0.0312863 | Time: 10340.6 ms [2021-05-14 19:45:55 main:574] : INFO : Epoch 1981 | loss: 0.0310038 | val_loss: 0.0313272 | Time: 10284.9 ms [2021-05-14 19:46:05 main:574] : INFO : Epoch 1982 | loss: 0.0309956 | val_loss: 0.0313496 | Time: 10393 ms [2021-05-14 19:46:16 main:574] : INFO : Epoch 1983 | loss: 0.0309893 | val_loss: 0.0313604 | Time: 10311.7 ms [2021-05-14 19:46:26 main:574] : INFO : Epoch 1984 | loss: 0.0309942 | val_loss: 0.0313155 | Time: 10724.5 ms [2021-05-14 19:46:38 main:574] : INFO : Epoch 1985 | loss: 0.0309929 | val_loss: 0.031326 | Time: 11507.7 ms [2021-05-14 19:46:49 main:574] : INFO : Epoch 1986 | loss: 0.0309979 | val_loss: 0.0312971 | Time: 11604.6 ms [2021-05-14 19:47:01 main:574] : INFO : Epoch 1987 | loss: 0.0309915 | val_loss: 0.0313215 | Time: 11160.3 ms [2021-05-14 19:47:12 main:574] : INFO : Epoch 1988 | loss: 0.0309901 | val_loss: 0.0313571 | Time: 11355 ms [2021-05-14 19:47:23 main:574] : INFO : Epoch 1989 | loss: 0.030988 | val_loss: 0.0313254 | Time: 11102.7 ms [2021-05-14 19:47:34 main:574] : INFO : Epoch 1990 | loss: 0.0309933 | val_loss: 0.0313291 | Time: 11070.7 ms [2021-05-14 19:47:44 main:574] : INFO : Epoch 1991 | loss: 0.0309968 | val_loss: 0.0313141 | Time: 10109.3 ms [2021-05-14 19:47:54 main:574] : INFO : Epoch 1992 | loss: 0.0309924 | val_loss: 0.0313161 | Time: 10150.1 ms [2021-05-14 19:48:05 main:574] : INFO : Epoch 1993 | loss: 0.0310009 | val_loss: 0.0313103 | Time: 10163 ms [2021-05-14 19:48:15 main:574] : INFO : Epoch 1994 | loss: 0.0310035 | val_loss: 0.0313357 | Time: 10070.4 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1080) [2021-05-14 20:25:10 main:435] : INFO : Set logging level to 1 [2021-05-14 20:25:10 main:441] : INFO : Running in BOINC Client mode [2021-05-14 20:25:10 main:444] : INFO : Resolving all filenames [2021-05-14 20:25:10 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-05-14 20:25:10 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1619584501-7176-0_2_r363329989_1 (exists = 1) [2021-05-14 20:25:10 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1619584501-7176-0_2_r363329989_0 (exists = 0) [2021-05-14 20:25:10 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-05-14 20:25:10 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-05-14 20:25:10 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-05-14 20:25:10 main:474] : INFO : Configuration: [2021-05-14 20:25:10 main:475] : INFO : Model type: GRU [2021-05-14 20:25:10 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-05-14 20:25:10 main:477] : INFO : Max Epochs: 2048 [2021-05-14 20:25:10 main:478] : INFO : Batch Size: 128 [2021-05-14 20:25:10 main:479] : INFO : Learning Rate: 0.01 [2021-05-14 20:25:10 main:480] : INFO : Patience: 10 [2021-05-14 20:25:10 main:481] : INFO : Hidden Width: 12 [2021-05-14 20:25:10 main:482] : INFO : # Recurrent Layers: 4 [2021-05-14 20:25:10 main:483] : INFO : # Backend Layers: 4 [2021-05-14 20:25:10 main:484] : INFO : # Threads: 1 [2021-05-14 20:25:10 main:486] : INFO : Preparing Dataset [2021-05-14 20:25:10 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 20:25:10 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 20:25:13 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-05-14 20:25:13 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 20:25:13 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-14 20:25:13 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-05-14 20:25:13 main:494] : INFO : Creating Model [2021-05-14 20:25:13 main:507] : INFO : Preparing config file [2021-05-14 20:25:13 main:511] : INFO : Found checkpoint, attempting to load... [2021-05-14 20:25:13 main:512] : INFO : Loading config [2021-05-14 20:25:13 main:514] : INFO : Loading state [2021-05-14 20:25:14 main:559] : INFO : Loading DataLoader into Memory [2021-05-14 20:25:14 main:562] : INFO : Starting Training [2021-05-14 20:25:26 main:574] : INFO : Epoch 1990 | loss: 0.0310653 | val_loss: 0.0312893 | Time: 11893.5 ms [2021-05-14 20:25:38 main:574] : INFO : Epoch 1991 | loss: 0.0310394 | val_loss: 0.0312973 | Time: 11460.8 ms [2021-05-14 20:25:49 main:574] : INFO : Epoch 1992 | loss: 0.0310039 | val_loss: 0.0313302 | Time: 11413.1 ms [2021-05-14 20:26:01 main:574] : INFO : Epoch 1993 | loss: 0.0309941 | val_loss: 0.0313128 | Time: 11497.7 ms [2021-05-14 20:26:12 main:574] : INFO : Epoch 1994 | loss: 0.030991 | val_loss: 0.0313286 | Time: 11716.4 ms [2021-05-14 20:26:25 main:574] : INFO : Epoch 1995 | loss: 0.0309897 | val_loss: 0.0313121 | Time: 12420.3 ms [2021-05-14 20:26:37 main:574] : INFO : Epoch 1996 | loss: 0.0309901 | val_loss: 0.0313239 | Time: 12283.5 ms [2021-05-14 20:26:49 main:574] : INFO : Epoch 1997 | loss: 0.0309965 | val_loss: 0.0313479 | Time: 11992.6 ms [2021-05-14 20:27:01 main:574] : INFO : Epoch 1998 | loss: 0.030986 | val_loss: 0.0313321 | Time: 11765.1 ms [2021-05-14 20:27:13 main:574] : INFO : Epoch 1999 | loss: 0.0309884 | val_loss: 0.0312922 | Time: 11864.7 ms [2021-05-14 20:27:25 main:574] : INFO : Epoch 2000 | loss: 0.0309835 | val_loss: 0.0313307 | Time: 12532.3 ms [2021-05-14 20:27:38 main:574] : INFO : Epoch 2001 | loss: 0.0310112 | val_loss: 0.0313396 | Time: 12286.4 ms [2021-05-14 20:27:50 main:574] : INFO : Epoch 2002 | loss: 0.0310009 | val_loss: 0.0313365 | Time: 12103.4 ms [2021-05-14 20:28:02 main:574] : INFO : Epoch 2003 | loss: 0.0309929 | val_loss: 0.0313142 | Time: 12151.8 ms [2021-05-14 20:28:14 main:574] : INFO : Epoch 2004 | loss: 0.030991 | val_loss: 0.0313354 | Time: 12197.9 ms [2021-05-14 20:28:26 main:574] : INFO : Epoch 2005 | loss: 0.030991 | val_loss: 0.0313236 | Time: 12334 ms [2021-05-14 20:28:39 main:574] : INFO : Epoch 2006 | loss: 0.0309871 | val_loss: 0.0313417 | Time: 12303.4 ms [2021-05-14 20:28:51 main:574] : INFO : Epoch 2007 | loss: 0.0309878 | val_loss: 0.0313115 | Time: 12608.9 ms [2021-05-14 20:29:04 main:574] : INFO : Epoch 2008 | loss: 0.0309878 | val_loss: 0.0312939 | Time: 12435.1 ms [2021-05-14 20:29:16 main:574] : INFO : Epoch 2009 | loss: 0.030989 | val_loss: 0.0313354 | Time: 12209.9 ms [2021-05-14 20:29:28 main:574] : INFO : Epoch 2010 | loss: 0.0310061 | val_loss: 0.0313324 | Time: 12114.2 ms [2021-05-14 20:29:40 main:574] : INFO : Epoch 2011 | loss: 0.0309976 | val_loss: 0.0313071 | Time: 12235.9 ms [2021-05-14 20:29:53 main:574] : INFO : Epoch 2012 | loss: 0.0309984 | val_loss: 0.0312822 | Time: 12580.1 ms [2021-05-14 20:30:05 main:574] : INFO : Epoch 2013 | loss: 0.0309896 | val_loss: 0.0313379 | Time: 11980.1 ms [2021-05-14 20:30:17 main:574] : INFO : Epoch 2014 | loss: 0.0309814 | val_loss: 0.0313658 | Time: 12081.6 ms [2021-05-14 20:30:29 main:574] : INFO : Epoch 2015 | loss: 0.0309892 | val_loss: 0.0312995 | Time: 11941.7 ms [2021-05-14 20:30:41 main:574] : INFO : Epoch 2016 | loss: 0.0309947 | val_loss: 0.0313683 | Time: 11817.3 ms [2021-05-14 20:30:53 main:574] : INFO : Epoch 2017 | loss: 0.0309907 | val_loss: 0.0313198 | Time: 11819.2 ms [2021-05-14 20:31:04 main:574] : INFO : Epoch 2018 | loss: 0.0309906 | val_loss: 0.0313215 | Time: 11083.8 ms [2021-05-14 20:31:14 main:574] : INFO : Epoch 2019 | loss: 0.0309887 | val_loss: 0.0313272 | Time: 10407.1 ms [2021-05-14 20:31:25 main:574] : INFO : Epoch 2020 | loss: 0.0309886 | val_loss: 0.0313384 | Time: 10742.2 ms [2021-05-14 20:31:35 main:574] : INFO : Epoch 2021 | loss: 0.0309811 | val_loss: 0.0313292 | Time: 10096.6 ms [2021-05-14 20:31:46 main:574] : INFO : Epoch 2022 | loss: 0.0309989 | val_loss: 0.0313371 | Time: 11264.8 ms [2021-05-14 20:31:59 main:574] : INFO : Epoch 2023 | loss: 0.0310067 | val_loss: 0.0313173 | Time: 12574.8 ms [2021-05-14 20:32:12 main:574] : INFO : Epoch 2024 | loss: 0.0310125 | val_loss: 0.0312884 | Time: 12617.7 ms [2021-05-14 20:32:24 main:574] : INFO : Epoch 2025 | loss: 0.0309953 | val_loss: 0.031345 | Time: 12801.1 ms [2021-05-14 20:32:37 main:574] : INFO : Epoch 2026 | loss: 0.0309928 | val_loss: 0.0313287 | Time: 12777.3 ms [2021-05-14 20:32:51 main:574] : INFO : Epoch 2027 | loss: 0.0309858 | val_loss: 0.0313342 | Time: 14001.1 ms [2021-05-14 20:33:05 main:574] : INFO : Epoch 2028 | loss: 0.0309913 | val_loss: 0.031334 | Time: 13522.5 ms [2021-05-14 20:33:19 main:574] : INFO : Epoch 2029 | loss: 0.0309895 | val_loss: 0.031324 | Time: 13894.7 ms [2021-05-14 20:33:32 main:574] : INFO : Epoch 2030 | loss: 0.030996 | val_loss: 0.031269 | Time: 13145.9 ms [2021-05-14 20:33:45 main:574] : INFO : Epoch 2031 | loss: 0.0310077 | val_loss: 0.0313383 | Time: 13395.2 ms [2021-05-14 20:33:58 main:574] : INFO : Epoch 2032 | loss: 0.0309916 | val_loss: 0.0313299 | Time: 12681.3 ms [2021-05-14 20:34:10 main:574] : INFO : Epoch 2033 | loss: 0.0309887 | val_loss: 0.0313075 | Time: 12104.7 ms [2021-05-14 20:34:22 main:574] : INFO : Epoch 2034 | loss: 0.030992 | val_loss: 0.031335 | Time: 11677.8 ms [2021-05-14 20:34:33 main:574] : INFO : Epoch 2035 | loss: 0.0309889 | val_loss: 0.0313408 | Time: 11371.4 ms [2021-05-14 20:34:45 main:574] : INFO : Epoch 2036 | loss: 0.0309908 | val_loss: 0.031348 | Time: 11520.5 ms [2021-05-14 20:34:56 main:574] : INFO : Epoch 2037 | loss: 0.030985 | val_loss: 0.0313298 | Time: 11688.6 ms [2021-05-14 20:35:08 main:574] : INFO : Epoch 2038 | loss: 0.0309875 | val_loss: 0.031336 | Time: 11305.8 ms [2021-05-14 20:35:19 main:574] : INFO : Epoch 2039 | loss: 0.0309895 | val_loss: 0.0313264 | Time: 11702.4 ms [2021-05-14 20:35:31 main:574] : INFO : Epoch 2040 | loss: 0.0309902 | val_loss: 0.0313023 | Time: 12019.7 ms [2021-05-14 20:35:43 main:574] : INFO : Epoch 2041 | loss: 0.030993 | val_loss: 0.0313182 | Time: 11986.5 ms [2021-05-14 20:35:55 main:574] : INFO : Epoch 2042 | loss: 0.0309867 | val_loss: 0.0313387 | Time: 11589.6 ms [2021-05-14 20:36:07 main:574] : INFO : Epoch 2043 | loss: 0.0309937 | val_loss: 0.031323 | Time: 11940 ms [2021-05-14 20:36:19 main:574] : INFO : Epoch 2044 | loss: 0.0309938 | val_loss: 0.0313318 | Time: 12330.5 ms [2021-05-14 20:36:32 main:574] : INFO : Epoch 2045 | loss: 0.0309934 | val_loss: 0.0313329 | Time: 12362 ms [2021-05-14 20:36:44 main:574] : INFO : Epoch 2046 | loss: 0.0309914 | val_loss: 0.0313432 | Time: 12401 ms [2021-05-14 20:36:56 main:574] : INFO : Epoch 2047 | loss: 0.0309971 | val_loss: 0.031336 | Time: 12452.5 ms [2021-05-14 20:37:09 main:574] : INFO : Epoch 2048 | loss: 0.0309856 | val_loss: 0.0313293 | Time: 12168.6 ms [2021-05-14 20:37:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0313293 [2021-05-14 20:37:09 main:603] : INFO : Saving end state to config to file [2021-05-14 20:37:09 main:608] : INFO : Success, exiting.. 20:37:09 (19104): 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)