Task 8757643
| Name | ParityModified-1634615900-29545-3_1 |
| Workunit | 6085679 |
| Created | 7 Nov 2021, 14:33:46 UTC |
| Sent | 7 Nov 2021, 14:51:01 UTC |
| Report deadline | 14 Nov 2021, 14:51:01 UTC |
| Received | 8 Nov 2021, 5:27:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8447 |
| Run time | 4 hours 2 min 4 sec |
| CPU time | 3 hours 48 min 43 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,982.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.49 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-11-07 20:28:46 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634615900-29545-3_1_r1056204038_1 (exists = 1) [2021-11-07 20:28:46 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634615900-29545-3_1_r1056204038_0 (exists = 0) [2021-11-07 20:28:46 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634615900-29545-3 (exists = 1) [2021-11-07 20:28:46 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-11-07 20:28:46 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-11-07 20:28:46 main:474] : INFO : Configuration: [2021-11-07 20:28:46 main:475] : INFO : Model type: GRU [2021-11-07 20:28:46 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-11-07 20:28:46 main:477] : INFO : Max Epochs: 2048 [2021-11-07 20:28:46 main:478] : INFO : Batch Size: 128 [2021-11-07 20:28:46 main:479] : INFO : Learning Rate: 0.01 [2021-11-07 20:28:46 main:480] : INFO : Patience: 10 [2021-11-07 20:28:46 main:481] : INFO : Hidden Width: 12 [2021-11-07 20:28:46 main:482] : INFO : # Recurrent Layers: 4 [2021-11-07 20:28:46 main:483] : INFO : # Backend Layers: 4 [2021-11-07 20:28:46 main:484] : INFO : # Threads: 1 [2021-11-07 20:28:47 main:486] : INFO : Preparing Dataset [2021-11-07 20:28:47 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 20:28:47 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 20:28:49 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-11-07 20:28:49 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 20:28:49 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 20:28:50 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-11-07 20:28:50 main:494] : INFO : Creating Model [2021-11-07 20:28:50 main:507] : INFO : Preparing config file [2021-11-07 20:28:50 main:511] : INFO : Found checkpoint, attempting to load... [2021-11-07 20:28:50 main:512] : INFO : Loading config [2021-11-07 20:28:50 main:514] : INFO : Loading state [2021-11-07 20:28:51 main:559] : INFO : Loading DataLoader into Memory [2021-11-07 20:28:51 main:562] : INFO : Starting Training [2021-11-07 20:29:00 main:574] : INFO : Epoch 1910 | loss: 0.031146 | val_loss: 0.0311549 | Time: 9337.04 ms [2021-11-07 20:29:09 main:574] : INFO : Epoch 1911 | loss: 0.0311172 | val_loss: 0.0311401 | Time: 9336.01 ms [2021-11-07 20:29:19 main:574] : INFO : Epoch 1912 | loss: 0.0311156 | val_loss: 0.0311492 | Time: 9284.89 ms [2021-11-07 20:29:28 main:574] : INFO : Epoch 1913 | loss: 0.0311129 | val_loss: 0.0311508 | Time: 9300.41 ms [2021-11-07 20:29:37 main:574] : INFO : Epoch 1914 | loss: 0.0311096 | val_loss: 0.0311528 | Time: 9360.99 ms [2021-11-07 20:29:47 main:574] : INFO : Epoch 1915 | loss: 0.0311127 | val_loss: 0.0311447 | Time: 9360.38 ms [2021-11-07 20:29:56 main:574] : INFO : Epoch 1916 | loss: 0.0311138 | val_loss: 0.0311449 | Time: 9422.2 ms [2021-11-07 20:30:06 main:574] : INFO : Epoch 1917 | loss: 0.0311142 | val_loss: 0.0311428 | Time: 9453.89 ms [2021-11-07 20:30:15 main:574] : INFO : Epoch 1918 | loss: 0.0311117 | val_loss: 0.0311469 | Time: 9451.91 ms [2021-11-07 20:30:25 main:574] : INFO : Epoch 1919 | loss: 0.0311092 | val_loss: 0.0311432 | Time: 9496.32 ms [2021-11-07 20:30:34 main:574] : INFO : Epoch 1920 | loss: 0.0311063 | val_loss: 0.031142 | Time: 9464.71 ms [2021-11-07 20:30:44 main:574] : INFO : Epoch 1921 | loss: 0.0311063 | val_loss: 0.0311445 | Time: 9451.79 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 980) [2021-11-07 20:34:02 main:435] : INFO : Set logging level to 1 [2021-11-07 20:34:02 main:441] : INFO : Running in BOINC Client mode [2021-11-07 20:34:02 main:444] : INFO : Resolving all filenames [2021-11-07 20:34:02 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-11-07 20:34:02 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634615900-29545-3_1_r1056204038_1 (exists = 1) [2021-11-07 20:34:02 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634615900-29545-3_1_r1056204038_0 (exists = 0) [2021-11-07 20:34:02 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634615900-29545-3 (exists = 1) [2021-11-07 20:34:02 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-11-07 20:34:02 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-11-07 20:34:02 main:474] : INFO : Configuration: [2021-11-07 20:34:02 main:475] : INFO : Model type: GRU [2021-11-07 20:34:02 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-11-07 20:34:02 main:477] : INFO : Max Epochs: 2048 [2021-11-07 20:34:02 main:478] : INFO : Batch Size: 128 [2021-11-07 20:34:02 main:479] : INFO : Learning Rate: 0.01 [2021-11-07 20:34:02 main:480] : INFO : Patience: 10 [2021-11-07 20:34:02 main:481] : INFO : Hidden Width: 12 [2021-11-07 20:34:02 main:482] : INFO : # Recurrent Layers: 4 [2021-11-07 20:34:02 main:483] : INFO : # Backend Layers: 4 [2021-11-07 20:34:02 main:484] : INFO : # Threads: 1 [2021-11-07 20:34:02 main:486] : INFO : Preparing Dataset [2021-11-07 20:34:02 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 20:34:02 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 20:34:05 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-11-07 20:34:05 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 20:34:05 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 20:34:05 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-11-07 20:34:05 main:494] : INFO : Creating Model [2021-11-07 20:34:05 main:507] : INFO : Preparing config file [2021-11-07 20:34:05 main:511] : INFO : Found checkpoint, attempting to load... [2021-11-07 20:34:05 main:512] : INFO : Loading config [2021-11-07 20:34:05 main:514] : INFO : Loading state [2021-11-07 20:34:06 main:559] : INFO : Loading DataLoader into Memory [2021-11-07 20:34:06 main:562] : INFO : Starting Training [2021-11-07 20:34:16 main:574] : INFO : Epoch 1910 | loss: 0.0311448 | val_loss: 0.0311428 | Time: 9399.25 ms [2021-11-07 20:34:25 main:574] : INFO : Epoch 1911 | loss: 0.0311167 | val_loss: 0.0311434 | Time: 9355.42 ms [2021-11-07 20:34:34 main:574] : INFO : Epoch 1912 | loss: 0.031113 | val_loss: 0.0311426 | Time: 9338.4 ms [2021-11-07 20:34:44 main:574] : INFO : Epoch 1913 | loss: 0.031111 | val_loss: 0.0311443 | Time: 9428.52 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 980) [2021-11-07 20:40:50 main:435] : INFO : Set logging level to 1 [2021-11-07 20:40:50 main:441] : INFO : Running in BOINC Client mode [2021-11-07 20:40:50 main:444] : INFO : Resolving all filenames [2021-11-07 20:40:50 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-11-07 20:40:50 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634615900-29545-3_1_r1056204038_1 (exists = 1) [2021-11-07 20:40:51 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634615900-29545-3_1_r1056204038_0 (exists = 0) [2021-11-07 20:40:51 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634615900-29545-3 (exists = 1) [2021-11-07 20:40:51 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-11-07 20:40:51 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-11-07 20:40:51 main:474] : INFO : Configuration: [2021-11-07 20:40:51 main:475] : INFO : Model type: GRU [2021-11-07 20:40:51 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-11-07 20:40:51 main:477] : INFO : Max Epochs: 2048 [2021-11-07 20:40:51 main:478] : INFO : Batch Size: 128 [2021-11-07 20:40:51 main:479] : INFO : Learning Rate: 0.01 [2021-11-07 20:40:51 main:480] : INFO : Patience: 10 [2021-11-07 20:40:51 main:481] : INFO : Hidden Width: 12 [2021-11-07 20:40:51 main:482] : INFO : # Recurrent Layers: 4 [2021-11-07 20:40:51 main:483] : INFO : # Backend Layers: 4 [2021-11-07 20:40:51 main:484] : INFO : # Threads: 1 [2021-11-07 20:40:51 main:486] : INFO : Preparing Dataset [2021-11-07 20:40:51 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 20:40:51 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 20:40:54 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-11-07 20:40:54 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 20:40:54 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 20:40:54 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-11-07 20:40:54 main:494] : INFO : Creating Model [2021-11-07 20:40:54 main:507] : INFO : Preparing config file [2021-11-07 20:40:54 main:511] : INFO : Found checkpoint, attempting to load... [2021-11-07 20:40:54 main:512] : INFO : Loading config [2021-11-07 20:40:54 main:514] : INFO : Loading state [2021-11-07 20:40:55 main:559] : INFO : Loading DataLoader into Memory [2021-11-07 20:40:55 main:562] : INFO : Starting Training [2021-11-07 20:40:59 main:574] : INFO : Epoch 1910 | loss: 0.031149 | val_loss: 0.0311419 | Time: 3874.82 ms [2021-11-07 20:41:07 main:574] : INFO : Epoch 1911 | loss: 0.0311178 | val_loss: 0.0311474 | Time: 7360.02 ms [2021-11-07 20:41:16 main:574] : INFO : Epoch 1912 | loss: 0.0311155 | val_loss: 0.031143 | Time: 9047.94 ms [2021-11-07 20:41:25 main:574] : INFO : Epoch 1913 | loss: 0.0311102 | val_loss: 0.031146 | Time: 9160.69 ms [2021-11-07 20:41:34 main:574] : INFO : Epoch 1914 | loss: 0.0311089 | val_loss: 0.0311453 | Time: 9131.64 ms [2021-11-07 20:41:43 main:574] : INFO : Epoch 1915 | loss: 0.0311091 | val_loss: 0.0311476 | Time: 9132.65 ms [2021-11-07 20:41:52 main:574] : INFO : Epoch 1916 | loss: 0.0311077 | val_loss: 0.031143 | Time: 9165.16 ms [2021-11-07 20:42:02 main:574] : INFO : Epoch 1917 | loss: 0.0311081 | val_loss: 0.0311447 | Time: 9296.94 ms [2021-11-07 20:42:11 main:574] : INFO : Epoch 1918 | loss: 0.0311085 | val_loss: 0.0311519 | Time: 9155.51 ms [2021-11-07 20:42:20 main:574] : INFO : Epoch 1919 | loss: 0.0311084 | val_loss: 0.0311451 | Time: 9262.5 ms [2021-11-07 20:42:29 main:574] : INFO : Epoch 1920 | loss: 0.0311096 | val_loss: 0.0311466 | Time: 9221.22 ms [2021-11-07 20:42:39 main:574] : INFO : Epoch 1921 | loss: 0.0311066 | val_loss: 0.0311653 | Time: 9292.84 ms [2021-11-07 20:42:48 main:574] : INFO : Epoch 1922 | loss: 0.031106 | val_loss: 0.0311493 | Time: 9293.27 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 980) [2021-11-07 21:28:50 main:435] : INFO : Set logging level to 1 [2021-11-07 21:28:50 main:441] : INFO : Running in BOINC Client mode [2021-11-07 21:28:50 main:444] : INFO : Resolving all filenames [2021-11-07 21:28:50 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-11-07 21:28:50 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634615900-29545-3_1_r1056204038_1 (exists = 1) [2021-11-07 21:28:50 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634615900-29545-3_1_r1056204038_0 (exists = 0) [2021-11-07 21:28:50 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634615900-29545-3 (exists = 1) [2021-11-07 21:28:50 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-11-07 21:28:50 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-11-07 21:28:50 main:474] : INFO : Configuration: [2021-11-07 21:28:50 main:475] : INFO : Model type: GRU [2021-11-07 21:28:50 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-11-07 21:28:50 main:477] : INFO : Max Epochs: 2048 [2021-11-07 21:28:50 main:478] : INFO : Batch Size: 128 [2021-11-07 21:28:50 main:479] : INFO : Learning Rate: 0.01 [2021-11-07 21:28:50 main:480] : INFO : Patience: 10 [2021-11-07 21:28:50 main:481] : INFO : Hidden Width: 12 [2021-11-07 21:28:50 main:482] : INFO : # Recurrent Layers: 4 [2021-11-07 21:28:50 main:483] : INFO : # Backend Layers: 4 [2021-11-07 21:28:50 main:484] : INFO : # Threads: 1 [2021-11-07 21:28:50 main:486] : INFO : Preparing Dataset [2021-11-07 21:28:50 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 21:28:50 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 21:28:54 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-11-07 21:28:54 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 21:28:54 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 21:28:55 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-11-07 21:28:55 main:494] : INFO : Creating Model [2021-11-07 21:28:55 main:507] : INFO : Preparing config file [2021-11-07 21:28:55 main:511] : INFO : Found checkpoint, attempting to load... [2021-11-07 21:28:55 main:512] : INFO : Loading config [2021-11-07 21:28:55 main:514] : INFO : Loading state [2021-11-07 21:28:56 main:559] : INFO : Loading DataLoader into Memory [2021-11-07 21:28:56 main:562] : INFO : Starting Training [2021-11-07 21:29:04 main:574] : INFO : Epoch 1910 | loss: 0.0311484 | val_loss: 0.0311516 | Time: 7318.71 ms [2021-11-07 21:29:21 main:574] : INFO : Epoch 1911 | loss: 0.0311156 | val_loss: 0.0311476 | Time: 16931.5 ms [2021-11-07 21:29:28 main:574] : INFO : Epoch 1912 | loss: 0.0311138 | val_loss: 0.0311473 | Time: 7310.77 ms [2021-11-07 21:29:45 main:574] : INFO : Epoch 1913 | loss: 0.0311124 | val_loss: 0.0311435 | Time: 16881.5 ms [2021-11-07 21:30:12 main:574] : INFO : Epoch 1914 | loss: 0.0311111 | val_loss: 0.031146 | Time: 27358.7 ms [2021-11-07 21:30:19 main:574] : INFO : Epoch 1915 | loss: 0.031112 | val_loss: 0.0311472 | Time: 7117.67 ms [2021-11-07 21:30:37 main:574] : INFO : Epoch 1916 | loss: 0.031111 | val_loss: 0.0311475 | Time: 17272.5 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 980) [2021-11-07 21:36:05 main:435] : INFO : Set logging level to 1 [2021-11-07 21:36:05 main:441] : INFO : Running in BOINC Client mode [2021-11-07 21:36:05 main:444] : INFO : Resolving all filenames [2021-11-07 21:36:05 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-11-07 21:36:05 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634615900-29545-3_1_r1056204038_1 (exists = 1) [2021-11-07 21:36:05 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634615900-29545-3_1_r1056204038_0 (exists = 0) [2021-11-07 21:36:05 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634615900-29545-3 (exists = 1) [2021-11-07 21:36:05 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-11-07 21:36:05 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-11-07 21:36:05 main:474] : INFO : Configuration: [2021-11-07 21:36:05 main:475] : INFO : Model type: GRU [2021-11-07 21:36:05 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-11-07 21:36:05 main:477] : INFO : Max Epochs: 2048 [2021-11-07 21:36:05 main:478] : INFO : Batch Size: 128 [2021-11-07 21:36:05 main:479] : INFO : Learning Rate: 0.01 [2021-11-07 21:36:05 main:480] : INFO : Patience: 10 [2021-11-07 21:36:05 main:481] : INFO : Hidden Width: 12 [2021-11-07 21:36:05 main:482] : INFO : # Recurrent Layers: 4 [2021-11-07 21:36:05 main:483] : INFO : # Backend Layers: 4 [2021-11-07 21:36:05 main:484] : INFO : # Threads: 1 [2021-11-07 21:36:05 main:486] : INFO : Preparing Dataset [2021-11-07 21:36:05 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 21:36:05 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 21:36:09 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-11-07 21:36:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 21:36:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 21:36:09 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-11-07 21:36:09 main:494] : INFO : Creating Model [2021-11-07 21:36:09 main:507] : INFO : Preparing config file [2021-11-07 21:36:09 main:511] : INFO : Found checkpoint, attempting to load... [2021-11-07 21:36:09 main:512] : INFO : Loading config [2021-11-07 21:36:09 main:514] : INFO : Loading state [2021-11-07 21:36:10 main:559] : INFO : Loading DataLoader into Memory [2021-11-07 21:36:10 main:562] : INFO : Starting Training [2021-11-07 21:36:14 main:574] : INFO : Epoch 1910 | loss: 0.0311465 | val_loss: 0.0311504 | Time: 4025.2 ms [2021-11-07 21:36:18 main:574] : INFO : Epoch 1911 | loss: 0.0311177 | val_loss: 0.0311438 | Time: 3638.57 ms [2021-11-07 21:36:22 main:574] : INFO : Epoch 1912 | loss: 0.031113 | val_loss: 0.0311459 | Time: 3951.42 ms [2021-11-07 21:36:27 main:574] : INFO : Epoch 1913 | loss: 0.0311108 | val_loss: 0.0311461 | Time: 5042.17 ms [2021-11-07 21:36:32 main:574] : INFO : Epoch 1914 | loss: 0.0311076 | val_loss: 0.0311514 | Time: 5147.17 ms [2021-11-07 21:36:37 main:574] : INFO : Epoch 1915 | loss: 0.0311084 | val_loss: 0.0311489 | Time: 4992.74 ms [2021-11-07 21:36:42 main:574] : INFO : Epoch 1916 | loss: 0.0311081 | val_loss: 0.0311453 | Time: 4879.12 ms [2021-11-07 21:36:47 main:574] : INFO : Epoch 1917 | loss: 0.0311066 | val_loss: 0.0311512 | Time: 4770.96 ms [2021-11-07 21:36:52 main:574] : INFO : Epoch 1918 | loss: 0.0311078 | val_loss: 0.0311452 | Time: 5141.8 ms [2021-11-07 21:36:57 main:574] : INFO : Epoch 1919 | loss: 0.0311086 | val_loss: 0.0311516 | Time: 4922.81 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 980) [2021-11-07 21:42:46 main:435] : INFO : Set logging level to 1 [2021-11-07 21:42:46 main:441] : INFO : Running in BOINC Client mode [2021-11-07 21:42:46 main:444] : INFO : Resolving all filenames [2021-11-07 21:42:46 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-11-07 21:42:46 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634615900-29545-3_1_r1056204038_1 (exists = 1) [2021-11-07 21:42:46 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634615900-29545-3_1_r1056204038_0 (exists = 0) [2021-11-07 21:42:46 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634615900-29545-3 (exists = 1) [2021-11-07 21:42:46 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-11-07 21:42:46 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-11-07 21:42:46 main:474] : INFO : Configuration: [2021-11-07 21:42:46 main:475] : INFO : Model type: GRU [2021-11-07 21:42:46 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-11-07 21:42:46 main:477] : INFO : Max Epochs: 2048 [2021-11-07 21:42:46 main:478] : INFO : Batch Size: 128 [2021-11-07 21:42:46 main:479] : INFO : Learning Rate: 0.01 [2021-11-07 21:42:46 main:480] : INFO : Patience: 10 [2021-11-07 21:42:46 main:481] : INFO : Hidden Width: 12 [2021-11-07 21:42:46 main:482] : INFO : # Recurrent Layers: 4 [2021-11-07 21:42:46 main:483] : INFO : # Backend Layers: 4 [2021-11-07 21:42:46 main:484] : INFO : # Threads: 1 [2021-11-07 21:42:46 main:486] : INFO : Preparing Dataset [2021-11-07 21:42:46 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 21:42:46 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 21:42:50 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-11-07 21:42:50 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 21:42:50 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 21:42:51 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-11-07 21:42:51 main:494] : INFO : Creating Model [2021-11-07 21:42:51 main:507] : INFO : Preparing config file [2021-11-07 21:42:51 main:511] : INFO : Found checkpoint, attempting to load... [2021-11-07 21:42:51 main:512] : INFO : Loading config [2021-11-07 21:42:51 main:514] : INFO : Loading state [2021-11-07 21:42:52 main:559] : INFO : Loading DataLoader into Memory [2021-11-07 21:42:52 main:562] : INFO : Starting Training [2021-11-07 21:43:00 main:574] : INFO : Epoch 1910 | loss: 0.0311456 | val_loss: 0.0311499 | Time: 7343.33 ms [2021-11-07 21:43:07 main:574] : INFO : Epoch 1911 | loss: 0.0311163 | val_loss: 0.0311459 | Time: 7077.67 ms [2021-11-07 21:43:24 main:574] : INFO : Epoch 1912 | loss: 0.0311144 | val_loss: 0.0311505 | Time: 17264.5 ms [2021-11-07 21:43:31 main:574] : INFO : Epoch 1913 | loss: 0.0311123 | val_loss: 0.0311432 | Time: 7251.06 ms [2021-11-07 21:43:49 main:574] : INFO : Epoch 1914 | loss: 0.0311131 | val_loss: 0.0311487 | Time: 17719 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 980) [2021-11-07 21:46:56 main:435] : INFO : Set logging level to 1 [2021-11-07 21:46:56 main:441] : INFO : Running in BOINC Client mode [2021-11-07 21:46:56 main:444] : INFO : Resolving all filenames [2021-11-07 21:46:56 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-11-07 21:46:56 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634615900-29545-3_1_r1056204038_1 (exists = 1) [2021-11-07 21:46:56 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634615900-29545-3_1_r1056204038_0 (exists = 0) [2021-11-07 21:46:56 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634615900-29545-3 (exists = 1) [2021-11-07 21:46:56 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-11-07 21:46:56 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-11-07 21:46:56 main:474] : INFO : Configuration: [2021-11-07 21:46:56 main:475] : INFO : Model type: GRU [2021-11-07 21:46:56 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-11-07 21:46:56 main:477] : INFO : Max Epochs: 2048 [2021-11-07 21:46:56 main:478] : INFO : Batch Size: 128 [2021-11-07 21:46:56 main:479] : INFO : Learning Rate: 0.01 [2021-11-07 21:46:56 main:480] : INFO : Patience: 10 [2021-11-07 21:46:56 main:481] : INFO : Hidden Width: 12 [2021-11-07 21:46:56 main:482] : INFO : # Recurrent Layers: 4 [2021-11-07 21:46:56 main:483] : INFO : # Backend Layers: 4 [2021-11-07 21:46:56 main:484] : INFO : # Threads: 1 [2021-11-07 21:46:56 main:486] : INFO : Preparing Dataset [2021-11-07 21:46:56 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 21:46:57 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 21:47:01 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-11-07 21:47:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 21:47:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 21:47:01 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-11-07 21:47:01 main:494] : INFO : Creating Model [2021-11-07 21:47:01 main:507] : INFO : Preparing config file [2021-11-07 21:47:01 main:511] : INFO : Found checkpoint, attempting to load... [2021-11-07 21:47:01 main:512] : INFO : Loading config [2021-11-07 21:47:01 main:514] : INFO : Loading state [2021-11-07 21:47:03 main:559] : INFO : Loading DataLoader into Memory [2021-11-07 21:47:03 main:562] : INFO : Starting Training [2021-11-07 21:47:10 main:574] : INFO : Epoch 1910 | loss: 0.0311475 | val_loss: 0.031153 | Time: 7333.84 ms [2021-11-07 21:47:17 main:574] : INFO : Epoch 1911 | loss: 0.0311157 | val_loss: 0.0311461 | Time: 6827.26 ms [2021-11-07 21:47:34 main:574] : INFO : Epoch 1912 | loss: 0.0311116 | val_loss: 0.0311468 | Time: 17233.1 ms [2021-11-07 21:47:41 main:574] : INFO : Epoch 1913 | loss: 0.0311113 | val_loss: 0.0311524 | Time: 7006.05 ms [2021-11-07 21:47:58 main:574] : INFO : Epoch 1914 | loss: 0.0311111 | val_loss: 0.0311452 | Time: 16969.7 ms [2021-11-07 21:48:15 main:574] : INFO : Epoch 1915 | loss: 0.031113 | val_loss: 0.0311499 | Time: 17260.5 ms [2021-11-07 21:48:33 main:574] : INFO : Epoch 1916 | loss: 0.0311143 | val_loss: 0.0311466 | Time: 17185.3 ms [2021-11-07 21:48:40 main:574] : INFO : Epoch 1917 | loss: 0.0311129 | val_loss: 0.0311524 | Time: 7207.17 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 980) [2021-11-07 21:52:11 main:435] : INFO : Set logging level to 1 [2021-11-07 21:52:11 main:441] : INFO : Running in BOINC Client mode [2021-11-07 21:52:11 main:444] : INFO : Resolving all filenames [2021-11-07 21:52:11 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-11-07 21:52:11 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634615900-29545-3_1_r1056204038_1 (exists = 1) [2021-11-07 21:52:11 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634615900-29545-3_1_r1056204038_0 (exists = 0) [2021-11-07 21:52:11 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634615900-29545-3 (exists = 1) [2021-11-07 21:52:11 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-11-07 21:52:11 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-11-07 21:52:11 main:474] : INFO : Configuration: [2021-11-07 21:52:11 main:475] : INFO : Model type: GRU [2021-11-07 21:52:11 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-11-07 21:52:11 main:477] : INFO : Max Epochs: 2048 [2021-11-07 21:52:11 main:478] : INFO : Batch Size: 128 [2021-11-07 21:52:11 main:479] : INFO : Learning Rate: 0.01 [2021-11-07 21:52:11 main:480] : INFO : Patience: 10 [2021-11-07 21:52:11 main:481] : INFO : Hidden Width: 12 [2021-11-07 21:52:11 main:482] : INFO : # Recurrent Layers: 4 [2021-11-07 21:52:11 main:483] : INFO : # Backend Layers: 4 [2021-11-07 21:52:11 main:484] : INFO : # Threads: 1 [2021-11-07 21:52:11 main:486] : INFO : Preparing Dataset [2021-11-07 21:52:11 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 21:52:11 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 21:52:15 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-11-07 21:52:15 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 21:52:15 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 21:52:15 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-11-07 21:52:15 main:494] : INFO : Creating Model [2021-11-07 21:52:15 main:507] : INFO : Preparing config file [2021-11-07 21:52:15 main:511] : INFO : Found checkpoint, attempting to load... [2021-11-07 21:52:15 main:512] : INFO : Loading config [2021-11-07 21:52:15 main:514] : INFO : Loading state [2021-11-07 21:52:16 main:559] : INFO : Loading DataLoader into Memory [2021-11-07 21:52:16 main:562] : INFO : Starting Training [2021-11-07 21:52:22 main:574] : INFO : Epoch 1910 | loss: 0.0311431 | val_loss: 0.0311483 | Time: 5394.8 ms [2021-11-07 21:52:27 main:574] : INFO : Epoch 1911 | loss: 0.0311145 | val_loss: 0.0311424 | Time: 5077.76 ms [2021-11-07 21:52:32 main:574] : INFO : Epoch 1912 | loss: 0.0311109 | val_loss: 0.031144 | Time: 5456.57 ms [2021-11-07 21:52:38 main:574] : INFO : Epoch 1913 | loss: 0.0311111 | val_loss: 0.031145 | Time: 5754.09 ms [2021-11-07 21:52:53 main:574] : INFO : Epoch 1914 | loss: 0.0311096 | val_loss: 0.0311448 | Time: 15471.2 ms [2021-11-07 21:52:59 main:574] : INFO : Epoch 1915 | loss: 0.0311085 | val_loss: 0.0311426 | Time: 5734.27 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 980) [2021-11-07 21:56:07 main:435] : INFO : Set logging level to 1 [2021-11-07 21:56:07 main:441] : INFO : Running in BOINC Client mode [2021-11-07 21:56:07 main:444] : INFO : Resolving all filenames [2021-11-07 21:56:07 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-11-07 21:56:07 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634615900-29545-3_1_r1056204038_1 (exists = 1) [2021-11-07 21:56:07 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634615900-29545-3_1_r1056204038_0 (exists = 0) [2021-11-07 21:56:07 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634615900-29545-3 (exists = 1) [2021-11-07 21:56:07 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-11-07 21:56:07 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-11-07 21:56:07 main:474] : INFO : Configuration: [2021-11-07 21:56:07 main:475] : INFO : Model type: GRU [2021-11-07 21:56:07 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-11-07 21:56:07 main:477] : INFO : Max Epochs: 2048 [2021-11-07 21:56:07 main:478] : INFO : Batch Size: 128 [2021-11-07 21:56:07 main:479] : INFO : Learning Rate: 0.01 [2021-11-07 21:56:07 main:480] : INFO : Patience: 10 [2021-11-07 21:56:07 main:481] : INFO : Hidden Width: 12 [2021-11-07 21:56:07 main:482] : INFO : # Recurrent Layers: 4 [2021-11-07 21:56:07 main:483] : INFO : # Backend Layers: 4 [2021-11-07 21:56:07 main:484] : INFO : # Threads: 1 [2021-11-07 21:56:07 main:486] : INFO : Preparing Dataset [2021-11-07 21:56:07 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 21:56:08 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 21:56:11 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-11-07 21:56:11 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 21:56:11 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 21:56:11 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-11-07 21:56:11 main:494] : INFO : Creating Model [2021-11-07 21:56:11 main:507] : INFO : Preparing config file [2021-11-07 21:56:11 main:511] : INFO : Found checkpoint, attempting to load... [2021-11-07 21:56:11 main:512] : INFO : Loading config [2021-11-07 21:56:11 main:514] : INFO : Loading state [2021-11-07 21:56:13 main:559] : INFO : Loading DataLoader into Memory [2021-11-07 21:56:13 main:562] : INFO : Starting Training [2021-11-07 21:56:18 main:574] : INFO : Epoch 1910 | loss: 0.0311475 | val_loss: 0.0311464 | Time: 5454.32 ms [2021-11-07 21:56:23 main:574] : INFO : Epoch 1911 | loss: 0.0311149 | val_loss: 0.0311482 | Time: 5083.69 ms [2021-11-07 21:56:29 main:574] : INFO : Epoch 1912 | loss: 0.0311134 | val_loss: 0.0311488 | Time: 5794.85 ms [2021-11-07 21:56:45 main:574] : INFO : Epoch 1913 | loss: 0.0311129 | val_loss: 0.0311488 | Time: 16030.1 ms [2021-11-07 21:56:51 main:574] : INFO : Epoch 1914 | loss: 0.0311118 | val_loss: 0.0311452 | Time: 5791.71 ms [2021-11-07 21:57:06 main:574] : INFO : Epoch 1915 | loss: 0.0311099 | val_loss: 0.031151 | Time: 15465.1 ms [2021-11-07 21:57:13 main:574] : INFO : Epoch 1916 | loss: 0.0311124 | val_loss: 0.0311512 | Time: 7040.98 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 980) [2021-11-07 22:01:23 main:435] : INFO : Set logging level to 1 [2021-11-07 22:01:23 main:441] : INFO : Running in BOINC Client mode [2021-11-07 22:01:23 main:444] : INFO : Resolving all filenames [2021-11-07 22:01:23 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-11-07 22:01:23 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634615900-29545-3_1_r1056204038_1 (exists = 1) [2021-11-07 22:01:23 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634615900-29545-3_1_r1056204038_0 (exists = 0) [2021-11-07 22:01:23 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634615900-29545-3 (exists = 1) [2021-11-07 22:01:23 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-11-07 22:01:23 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-11-07 22:01:23 main:474] : INFO : Configuration: [2021-11-07 22:01:23 main:475] : INFO : Model type: GRU [2021-11-07 22:01:23 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-11-07 22:01:23 main:477] : INFO : Max Epochs: 2048 [2021-11-07 22:01:23 main:478] : INFO : Batch Size: 128 [2021-11-07 22:01:23 main:479] : INFO : Learning Rate: 0.01 [2021-11-07 22:01:23 main:480] : INFO : Patience: 10 [2021-11-07 22:01:23 main:481] : INFO : Hidden Width: 12 [2021-11-07 22:01:23 main:482] : INFO : # Recurrent Layers: 4 [2021-11-07 22:01:23 main:483] : INFO : # Backend Layers: 4 [2021-11-07 22:01:23 main:484] : INFO : # Threads: 1 [2021-11-07 22:01:23 main:486] : INFO : Preparing Dataset [2021-11-07 22:01:23 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 22:01:24 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 22:01:27 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-11-07 22:01:27 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 22:01:27 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-07 22:01:27 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-11-07 22:01:27 main:494] : INFO : Creating Model [2021-11-07 22:01:27 main:507] : INFO : Preparing config file [2021-11-07 22:01:27 main:511] : INFO : Found checkpoint, attempting to load... [2021-11-07 22:01:27 main:512] : INFO : Loading config [2021-11-07 22:01:27 main:514] : INFO : Loading state [2021-11-07 22:01:28 main:559] : INFO : Loading DataLoader into Memory [2021-11-07 22:01:28 main:562] : INFO : Starting Training [2021-11-07 22:01:34 main:574] : INFO : Epoch 1910 | loss: 0.031145 | val_loss: 0.0311499 | Time: 5461.9 ms [2021-11-07 22:01:39 main:574] : INFO : Epoch 1911 | loss: 0.0311173 | val_loss: 0.031146 | Time: 5085.77 ms [2021-11-07 22:01:44 main:574] : INFO : Epoch 1912 | loss: 0.0311113 | val_loss: 0.0311485 | Time: 5617.21 ms [2021-11-07 22:01:50 main:574] : INFO : Epoch 1913 | loss: 0.0311107 | val_loss: 0.031145 | Time: 5769.7 ms [2021-11-07 22:02:06 main:574] : INFO : Epoch 1914 | loss: 0.0311084 | val_loss: 0.031149 | Time: 15993.3 ms [2021-11-07 22:02:12 main:574] : INFO : Epoch 1915 | loss: 0.0311131 | val_loss: 0.0311486 | Time: 5772.13 ms [2021-11-07 22:02:28 main:574] : INFO : Epoch 1916 | loss: 0.031108 | val_loss: 0.0311452 | Time: 16191.6 ms [2021-11-07 23:01:48 main:574] : INFO : Epoch 1917 | loss: 0.0311065 | val_loss: 0.0311488 | Time: 3.56016e+06 ms [2021-11-07 23:01:54 main:574] : INFO : Epoch 1918 | loss: 0.0311116 | val_loss: 0.0311592 | Time: 5681.52 ms [2021-11-07 23:02:10 main:574] : INFO : Epoch 1919 | loss: 0.0311137 | val_loss: 0.0311461 | Time: 15831.6 ms [2021-11-07 23:02:15 main:574] : INFO : Epoch 1920 | loss: 0.0311117 | val_loss: 0.0311517 | Time: 5521.41 ms [2021-11-07 23:02:31 main:574] : INFO : Epoch 1921 | loss: 0.0311104 | val_loss: 0.0311468 | Time: 15712.9 ms [2021-11-07 23:02:37 main:574] : INFO : Epoch 1922 | loss: 0.0311068 | val_loss: 0.0311487 | Time: 5761.51 ms [2021-11-07 23:02:52 main:574] : INFO : Epoch 1923 | loss: 0.0311061 | val_loss: 0.0311455 | Time: 15447.2 ms [2021-11-07 23:03:08 main:574] : INFO : Epoch 1924 | loss: 0.0311043 | val_loss: 0.0311483 | Time: 15751.9 ms [2021-11-07 23:03:14 main:574] : INFO : Epoch 1925 | loss: 0.0311057 | val_loss: 0.0311474 | Time: 5503.42 ms [2021-11-07 23:03:29 main:574] : INFO : Epoch 1926 | loss: 0.0311057 | val_loss: 0.0311501 | Time: 15785 ms [2021-11-07 23:03:35 main:574] : INFO : Epoch 1927 | loss: 0.0311022 | val_loss: 0.0311475 | Time: 5822.79 ms [2021-11-07 23:03:51 main:574] : INFO : Epoch 1928 | loss: 0.0311088 | val_loss: 0.0311435 | Time: 15961 ms [2021-11-07 23:03:57 main:574] : INFO : Epoch 1929 | loss: 0.0311206 | val_loss: 0.0311542 | Time: 5854.17 ms [2021-11-07 23:04:13 main:574] : INFO : Epoch 1930 | loss: 0.0311261 | val_loss: 0.0311515 | Time: 15785 ms [2021-11-07 23:04:29 main:574] : INFO : Epoch 1931 | loss: 0.0311238 | val_loss: 0.0311463 | Time: 15820.7 ms [2021-11-07 23:04:34 main:574] : INFO : Epoch 1932 | loss: 0.0311202 | val_loss: 0.0311455 | Time: 5697.86 ms [2021-11-07 23:04:50 main:574] : INFO : Epoch 1933 | loss: 0.031118 | val_loss: 0.0311483 | Time: 15665.5 ms [2021-11-07 23:04:56 main:574] : INFO : Epoch 1934 | loss: 0.0311164 | val_loss: 0.0311492 | Time: 5514.73 ms [2021-11-07 23:05:11 main:574] : INFO : Epoch 1935 | loss: 0.0311165 | val_loss: 0.0311488 | Time: 15745.6 ms [2021-11-07 23:05:17 main:574] : INFO : Epoch 1936 | loss: 0.0311146 | val_loss: 0.0311457 | Time: 5728.58 ms [2021-11-07 23:05:33 main:574] : INFO : Epoch 1937 | loss: 0.031114 | val_loss: 0.0311454 | Time: 15780.9 ms [2021-11-07 23:05:49 main:574] : INFO : Epoch 1938 | loss: 0.0311149 | val_loss: 0.0311436 | Time: 16119.2 ms [2021-11-07 23:05:55 main:574] : INFO : Epoch 1939 | loss: 0.0311125 | val_loss: 0.0311491 | Time: 5547.74 ms [2021-11-07 23:06:10 main:574] : INFO : Epoch 1940 | loss: 0.0311119 | val_loss: 0.0311488 | Time: 15760.8 ms [2021-11-07 23:06:16 main:574] : INFO : Epoch 1941 | loss: 0.031109 | val_loss: 0.0311487 | Time: 5811.43 ms [2021-11-07 23:06:32 main:574] : INFO : Epoch 1942 | loss: 0.0311098 | val_loss: 0.0311488 | Time: 15500.7 ms [2021-11-07 23:06:38 main:574] : INFO : Epoch 1943 | loss: 0.0311099 | val_loss: 0.0311527 | Time: 5744.9 ms [2021-11-07 23:06:53 main:574] : INFO : Epoch 1944 | loss: 0.0311102 | val_loss: 0.0311481 | Time: 15670.5 ms [2021-11-07 23:07:09 main:574] : INFO : Epoch 1945 | loss: 0.0311147 | val_loss: 0.0311531 | Time: 15504.3 ms [2021-11-07 23:07:14 main:574] : INFO : Epoch 1946 | loss: 0.0311135 | val_loss: 0.0311466 | Time: 5594.3 ms [2021-11-07 23:07:30 main:574] : INFO : Epoch 1947 | loss: 0.0311099 | val_loss: 0.0311462 | Time: 15718.2 ms [2021-11-07 23:07:36 main:574] : INFO : Epoch 1948 | loss: 0.0311087 | val_loss: 0.0311502 | Time: 5833.34 ms [2021-11-07 23:07:52 main:574] : INFO : Epoch 1949 | loss: 0.0311075 | val_loss: 0.0311479 | Time: 15798 ms [2021-11-07 23:07:57 main:574] : INFO : Epoch 1950 | loss: 0.0311063 | val_loss: 0.0311486 | Time: 5454.11 ms [2021-11-07 23:08:13 main:574] : INFO : Epoch 1951 | loss: 0.031105 | val_loss: 0.0311526 | Time: 15535.5 ms [2021-11-07 23:08:18 main:574] : INFO : Epoch 1952 | loss: 0.0311057 | val_loss: 0.0311474 | Time: 5659.73 ms [2021-11-07 23:08:34 main:574] : INFO : Epoch 1953 | loss: 0.0311063 | val_loss: 0.0311505 | Time: 15513.9 ms [2021-11-07 23:08:50 main:574] : INFO : Epoch 1954 | loss: 0.0311064 | val_loss: 0.0311543 | Time: 15977.4 ms [2021-11-07 23:08:56 main:574] : INFO : Epoch 1955 | loss: 0.0311073 | val_loss: 0.0311476 | Time: 5564.51 ms [2021-11-07 23:09:11 main:574] : INFO : Epoch 1956 | loss: 0.0311064 | val_loss: 0.0311508 | Time: 15590.5 ms [2021-11-07 23:09:17 main:574] : INFO : Epoch 1957 | loss: 0.0311038 | val_loss: 0.0311591 | Time: 5729.25 ms [2021-11-07 23:09:32 main:574] : INFO : Epoch 1958 | loss: 0.0311044 | val_loss: 0.0311511 | Time: 15521.5 ms [2021-11-07 23:09:38 main:574] : INFO : Epoch 1959 | loss: 0.0311115 | val_loss: 0.0311451 | Time: 5788.18 ms [2021-11-07 23:09:54 main:574] : INFO : Epoch 1960 | loss: 0.031111 | val_loss: 0.0311485 | Time: 15659.7 ms [2021-11-07 23:10:10 main:574] : INFO : Epoch 1961 | loss: 0.0311063 | val_loss: 0.0311487 | Time: 15913.4 ms [2021-11-07 23:10:15 main:574] : INFO : Epoch 1962 | loss: 0.0311047 | val_loss: 0.0311469 | Time: 5652.49 ms [2021-11-07 23:10:31 main:574] : INFO : Epoch 1963 | loss: 0.031106 | val_loss: 0.031151 | Time: 15873.9 ms [2021-11-07 23:10:37 main:574] : INFO : Epoch 1964 | loss: 0.0311098 | val_loss: 0.031149 | Time: 5766.76 ms [2021-11-07 23:10:53 main:574] : INFO : Epoch 1965 | loss: 0.0311072 | val_loss: 0.0311493 | Time: 15785.9 ms [2021-11-07 23:10:59 main:574] : INFO : Epoch 1966 | loss: 0.0311052 | val_loss: 0.0311528 | Time: 5694.44 ms [2021-11-07 23:11:14 main:574] : INFO : Epoch 1967 | loss: 0.0311026 | val_loss: 0.0311532 | Time: 15552.4 ms [2021-11-07 23:11:30 main:574] : INFO : Epoch 1968 | loss: 0.0311039 | val_loss: 0.0311582 | Time: 15626.4 ms [2021-11-07 23:11:36 main:574] : INFO : Epoch 1969 | loss: 0.0311035 | val_loss: 0.0311582 | Time: 5659.38 ms [2021-11-07 23:11:51 main:574] : INFO : Epoch 1970 | loss: 0.031105 | val_loss: 0.0311502 | Time: 15776.2 ms [2021-11-07 23:11:57 main:574] : INFO : Epoch 1971 | loss: 0.0311072 | val_loss: 0.0311571 | Time: 5789.29 ms [2021-11-07 23:12:13 main:574] : INFO : Epoch 1972 | loss: 0.0311084 | val_loss: 0.0311462 | Time: 15772.2 ms [2021-11-07 23:12:19 main:574] : INFO : Epoch 1973 | loss: 0.0311152 | val_loss: 0.0311434 | Time: 5673.23 ms [2021-11-07 23:12:34 main:574] : INFO : Epoch 1974 | loss: 0.0311146 | val_loss: 0.0311469 | Time: 15429 ms [2021-11-07 23:12:50 main:574] : INFO : Epoch 1975 | loss: 0.0311134 | val_loss: 0.0311463 | Time: 15702.6 ms [2021-11-07 23:12:55 main:574] : INFO : Epoch 1976 | loss: 0.0311088 | val_loss: 0.0311453 | Time: 5563.41 ms [2021-11-07 23:13:11 main:574] : INFO : Epoch 1977 | loss: 0.0311064 | val_loss: 0.0311495 | Time: 15937.4 ms [2021-11-07 23:13:17 main:574] : INFO : Epoch 1978 | loss: 0.0311084 | val_loss: 0.0311493 | Time: 5824.39 ms [2021-11-07 23:13:33 main:574] : INFO : Epoch 1979 | loss: 0.0311085 | val_loss: 0.0311499 | Time: 15788.8 ms [2021-11-07 23:13:39 main:574] : INFO : Epoch 1980 | loss: 0.0311093 | val_loss: 0.0311466 | Time: 5758.4 ms [2021-11-07 23:13:55 main:574] : INFO : Epoch 1981 | loss: 0.0311063 | val_loss: 0.0311653 | Time: 15861.1 ms [2021-11-07 23:14:10 main:574] : INFO : Epoch 1982 | loss: 0.0311071 | val_loss: 0.031156 | Time: 15730.6 ms [2021-11-07 23:14:16 main:574] : INFO : Epoch 1983 | loss: 0.0311069 | val_loss: 0.0311481 | Time: 5474.59 ms [2021-11-07 23:14:32 main:574] : INFO : Epoch 1984 | loss: 0.0311031 | val_loss: 0.0311494 | Time: 15778.6 ms [2021-11-07 23:14:38 main:574] : INFO : Epoch 1985 | loss: 0.0311028 | val_loss: 0.0311509 | Time: 5932.01 ms [2021-11-07 23:14:53 main:574] : INFO : Epoch 1986 | loss: 0.0311012 | val_loss: 0.0311558 | Time: 15868.7 ms [2021-11-07 23:14:59 main:574] : INFO : Epoch 1987 | loss: 0.0311028 | val_loss: 0.0311586 | Time: 5629.96 ms [2021-11-07 23:15:15 main:574] : INFO : Epoch 1988 | loss: 0.0311022 | val_loss: 0.0311695 | Time: 15834.6 ms [2021-11-07 23:15:31 main:574] : INFO : Epoch 1989 | loss: 0.0311024 | val_loss: 0.0311629 | Time: 15737 ms [2021-11-07 23:15:37 main:574] : INFO : Epoch 1990 | loss: 0.0311011 | val_loss: 0.0311698 | Time: 5838.01 ms [2021-11-07 23:15:52 main:574] : INFO : Epoch 1991 | loss: 0.031103 | val_loss: 0.0311612 | Time: 15712.7 ms [2021-11-07 23:15:58 main:574] : INFO : Epoch 1992 | loss: 0.0311011 | val_loss: 0.031168 | Time: 5772.96 ms [2021-11-07 23:16:14 main:574] : INFO : Epoch 1993 | loss: 0.0311001 | val_loss: 0.0311566 | Time: 15773.6 ms [2021-11-07 23:16:30 main:574] : INFO : Epoch 1994 | loss: 0.0310991 | val_loss: 0.0311603 | Time: 15794.5 ms [2021-11-07 23:16:35 main:574] : INFO : Epoch 1995 | loss: 0.0311005 | val_loss: 0.031166 | Time: 5775.99 ms [2021-11-07 23:16:51 main:574] : INFO : Epoch 1996 | loss: 0.0310997 | val_loss: 0.0311632 | Time: 15767.5 ms [2021-11-07 23:16:57 main:574] : INFO : Epoch 1997 | loss: 0.0311054 | val_loss: 0.0311487 | Time: 5807.71 ms [2021-11-07 23:17:13 main:574] : INFO : Epoch 1998 | loss: 0.0311212 | val_loss: 0.0311529 | Time: 15741.7 ms [2021-11-07 23:17:19 main:574] : INFO : Epoch 1999 | loss: 0.0311205 | val_loss: 0.0311482 | Time: 5783.83 ms [2021-11-07 23:17:34 main:574] : INFO : Epoch 2000 | loss: 0.031118 | val_loss: 0.0311461 | Time: 15859.6 ms [2021-11-07 23:17:50 main:574] : INFO : Epoch 2001 | loss: 0.0311224 | val_loss: 0.0311608 | Time: 15486.8 ms [2021-11-07 23:17:56 main:574] : INFO : Epoch 2002 | loss: 0.031146 | val_loss: 0.0311572 | Time: 5775.87 ms [2021-11-07 23:18:11 main:574] : INFO : Epoch 2003 | loss: 0.0311431 | val_loss: 0.0311542 | Time: 15692 ms [2021-11-07 23:18:17 main:574] : INFO : Epoch 2004 | loss: 0.0311383 | val_loss: 0.0311534 | Time: 5796.1 ms [2021-11-07 23:18:33 main:574] : INFO : Epoch 2005 | loss: 0.0311342 | val_loss: 0.0311511 | Time: 15847.4 ms [2021-11-07 23:18:39 main:574] : INFO : Epoch 2006 | loss: 0.0311316 | val_loss: 0.0311526 | Time: 5733.53 ms [2021-11-07 23:18:55 main:574] : INFO : Epoch 2007 | loss: 0.03113 | val_loss: 0.0311501 | Time: 15834.2 ms [2021-11-07 23:19:11 main:574] : INFO : Epoch 2008 | loss: 0.0311267 | val_loss: 0.0311497 | Time: 15891.4 ms [2021-11-07 23:19:16 main:574] : INFO : Epoch 2009 | loss: 0.0311246 | val_loss: 0.0311515 | Time: 5664.52 ms [2021-11-07 23:19:32 main:574] : INFO : Epoch 2010 | loss: 0.0311234 | val_loss: 0.0311485 | Time: 15988.5 ms [2021-11-07 23:19:38 main:574] : INFO : Epoch 2011 | loss: 0.0311232 | val_loss: 0.0311525 | Time: 5788.76 ms [2021-11-07 23:19:54 main:574] : INFO : Epoch 2012 | loss: 0.031122 | val_loss: 0.03115 | Time: 15756.2 ms [2021-11-07 23:20:00 main:574] : INFO : Epoch 2013 | loss: 0.0311194 | val_loss: 0.0311473 | Time: 5731.95 ms [2021-11-07 23:20:15 main:574] : INFO : Epoch 2014 | loss: 0.0311176 | val_loss: 0.0311487 | Time: 15761.2 ms [2021-11-07 23:20:31 main:574] : INFO : Epoch 2015 | loss: 0.0311151 | val_loss: 0.031145 | Time: 16011.5 ms [2021-11-07 23:20:37 main:574] : INFO : Epoch 2016 | loss: 0.0311134 | val_loss: 0.0311479 | Time: 5567.72 ms [2021-11-07 23:20:53 main:574] : INFO : Epoch 2017 | loss: 0.0311143 | val_loss: 0.0311453 | Time: 15651.7 ms [2021-11-07 23:20:58 main:574] : INFO : Epoch 2018 | loss: 0.0311125 | val_loss: 0.0311487 | Time: 5485.13 ms [2021-11-07 23:21:14 main:574] : INFO : Epoch 2019 | loss: 0.0311147 | val_loss: 0.0311498 | Time: 15807.7 ms [2021-11-07 23:21:20 main:574] : INFO : Epoch 2020 | loss: 0.0311112 | val_loss: 0.0311513 | Time: 5782.67 ms [2021-11-07 23:21:36 main:574] : INFO : Epoch 2021 | loss: 0.0311105 | val_loss: 0.031144 | Time: 15743.2 ms [2021-11-07 23:21:51 main:574] : INFO : Epoch 2022 | loss: 0.0311095 | val_loss: 0.0311468 | Time: 15600.9 ms [2021-11-07 23:21:57 main:574] : INFO : Epoch 2023 | loss: 0.0311087 | val_loss: 0.0311472 | Time: 5678.99 ms [2021-11-07 23:22:13 main:574] : INFO : Epoch 2024 | loss: 0.0311078 | val_loss: 0.0311559 | Time: 15725.2 ms [2021-11-07 23:22:18 main:574] : INFO : Epoch 2025 | loss: 0.0311107 | val_loss: 0.0311524 | Time: 5746.93 ms [2021-11-07 23:22:34 main:574] : INFO : Epoch 2026 | loss: 0.0311119 | val_loss: 0.031155 | Time: 15729.8 ms [2021-11-07 23:22:40 main:574] : INFO : Epoch 2027 | loss: 0.0311103 | val_loss: 0.0311534 | Time: 5815.37 ms [2021-11-07 23:22:56 main:574] : INFO : Epoch 2028 | loss: 0.0311079 | val_loss: 0.0311474 | Time: 16382.8 ms [2021-11-07 23:23:12 main:574] : INFO : Epoch 2029 | loss: 0.0311067 | val_loss: 0.0311496 | Time: 15817.1 ms [2021-11-07 23:23:18 main:574] : INFO : Epoch 2030 | loss: 0.0311066 | val_loss: 0.031144 | Time: 5717.43 ms [2021-11-07 23:23:34 main:574] : INFO : Epoch 2031 | loss: 0.0311084 | val_loss: 0.0311477 | Time: 15726.3 ms [2021-11-07 23:23:39 main:574] : INFO : Epoch 2032 | loss: 0.0311055 | val_loss: 0.03115 | Time: 5735.85 ms [2021-11-07 23:23:55 main:574] : INFO : Epoch 2033 | loss: 0.0311047 | val_loss: 0.0311494 | Time: 15483.5 ms [2021-11-07 23:24:11 main:574] : INFO : Epoch 2034 | loss: 0.0311067 | val_loss: 0.0311472 | Time: 15760.3 ms [2021-11-07 23:24:16 main:574] : INFO : Epoch 2035 | loss: 0.0311287 | val_loss: 0.031159 | Time: 5592.06 ms [2021-11-07 23:24:32 main:574] : INFO : Epoch 2036 | loss: 0.0311442 | val_loss: 0.0311495 | Time: 15639.8 ms [2021-11-07 23:24:38 main:574] : INFO : Epoch 2037 | loss: 0.0311385 | val_loss: 0.0311476 | Time: 5778.76 ms [2021-11-07 23:24:54 main:574] : INFO : Epoch 2038 | loss: 0.0311427 | val_loss: 0.0311543 | Time: 15725.2 ms [2021-11-07 23:24:59 main:574] : INFO : Epoch 2039 | loss: 0.0311637 | val_loss: 0.0311708 | Time: 5793.29 ms [2021-11-07 23:25:15 main:574] : INFO : Epoch 2040 | loss: 0.0311778 | val_loss: 0.0311727 | Time: 15706.4 ms [2021-11-07 23:25:31 main:574] : INFO : Epoch 2041 | loss: 0.031174 | val_loss: 0.0311674 | Time: 15715 ms [2021-11-07 23:25:36 main:574] : INFO : Epoch 2042 | loss: 0.0311703 | val_loss: 0.0311658 | Time: 5478.29 ms [2021-11-07 23:25:52 main:574] : INFO : Epoch 2043 | loss: 0.0311683 | val_loss: 0.031165 | Time: 15846.7 ms [2021-11-07 23:25:58 main:574] : INFO : Epoch 2044 | loss: 0.0311666 | val_loss: 0.0311634 | Time: 5798.12 ms [2021-11-07 23:26:14 main:574] : INFO : Epoch 2045 | loss: 0.0311648 | val_loss: 0.0311646 | Time: 15824.7 ms [2021-11-07 23:26:20 main:574] : INFO : Epoch 2046 | loss: 0.0311637 | val_loss: 0.031163 | Time: 5806.02 ms [2021-11-07 23:26:35 main:574] : INFO : Epoch 2047 | loss: 0.0311639 | val_loss: 0.0311631 | Time: 15688.9 ms [2021-11-07 23:26:51 main:574] : INFO : Epoch 2048 | loss: 0.0311615 | val_loss: 0.0311627 | Time: 16068.3 ms [2021-11-07 23:26:51 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311627 [2021-11-07 23:26:51 main:603] : INFO : Saving end state to config to file [2021-11-07 23:26:51 main:608] : INFO : Success, exiting.. 23:26:51 (19568): 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)