Add model configuration
Browse files- config.json +78 -0
config.json
ADDED
|
@@ -0,0 +1,78 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"Transolver3D",
|
| 4 |
+
"Transolver3D_plus"
|
| 5 |
+
],
|
| 6 |
+
"framework": "pytorch",
|
| 7 |
+
"model_name": "Transolver-Car-Design",
|
| 8 |
+
"model_type": "transolver_car_design",
|
| 9 |
+
"source_config": "conf/config.yaml",
|
| 10 |
+
"model": {
|
| 11 |
+
"name": "Transolver_plus",
|
| 12 |
+
"specific_params": {
|
| 13 |
+
"Transolver": {
|
| 14 |
+
"n_hidden": 16,
|
| 15 |
+
"n_layers": 1,
|
| 16 |
+
"space_dim": 7,
|
| 17 |
+
"fun_dim": 0,
|
| 18 |
+
"n_head": 2,
|
| 19 |
+
"mlp_ratio": 2,
|
| 20 |
+
"out_dim": 4,
|
| 21 |
+
"slice_num": 4,
|
| 22 |
+
"unified_pos": 0,
|
| 23 |
+
"cfd_mesh": true,
|
| 24 |
+
"r": 0.2
|
| 25 |
+
},
|
| 26 |
+
"Transolver_plus": {
|
| 27 |
+
"n_hidden": 16,
|
| 28 |
+
"n_layers": 1,
|
| 29 |
+
"space_dim": 7,
|
| 30 |
+
"fun_dim": 0,
|
| 31 |
+
"n_head": 2,
|
| 32 |
+
"mlp_ratio": 2,
|
| 33 |
+
"out_dim": 4,
|
| 34 |
+
"slice_num": 4,
|
| 35 |
+
"unified_pos": 0,
|
| 36 |
+
"cfd_mesh": true,
|
| 37 |
+
"r": 0.2
|
| 38 |
+
}
|
| 39 |
+
}
|
| 40 |
+
},
|
| 41 |
+
"datapipe": {
|
| 42 |
+
"name": "ShapeNetCar",
|
| 43 |
+
"task": "Transolver-Car-Design",
|
| 44 |
+
"verbose": true,
|
| 45 |
+
"source": {
|
| 46 |
+
"data_dir": "./data/mlcfd_data/training_data",
|
| 47 |
+
"preprocessed_save_dir": "./data/mlcfd_data/preprocessed_data",
|
| 48 |
+
"stats_dir": "./data/mlcfd_data/stats",
|
| 49 |
+
"preprocessed": 1
|
| 50 |
+
},
|
| 51 |
+
"data": {
|
| 52 |
+
"splits": {
|
| 53 |
+
"fold_id": 0
|
| 54 |
+
}
|
| 55 |
+
},
|
| 56 |
+
"dataloader": {
|
| 57 |
+
"batch_size": 1,
|
| 58 |
+
"num_workers": 0,
|
| 59 |
+
"pin_memory": false
|
| 60 |
+
}
|
| 61 |
+
},
|
| 62 |
+
"training": {
|
| 63 |
+
"gpuid": -1,
|
| 64 |
+
"max_epoch": 1,
|
| 65 |
+
"patience": 50,
|
| 66 |
+
"lr": 0.001,
|
| 67 |
+
"loss_criterion": "MSE",
|
| 68 |
+
"loss_weight": 0.5,
|
| 69 |
+
"checkpoint_dir": "./weight",
|
| 70 |
+
"val_iter": 1
|
| 71 |
+
},
|
| 72 |
+
"inference": {
|
| 73 |
+
"gpuid": -1,
|
| 74 |
+
"result_dir": "./results/ShapeNetCar",
|
| 75 |
+
"save_vtk": false,
|
| 76 |
+
"visualize": false
|
| 77 |
+
}
|
| 78 |
+
}
|