Add model configuration
Browse files- config.json +66 -0
config.json
ADDED
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{
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"architectures": [
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"Model"
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],
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"framework": "pytorch",
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"model_name": "CFD_Benchmark",
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"model_type": "cfd_benchmark",
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"source_config": "config/config.yaml",
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"project": {
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"name": "CFD_Benchmark",
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"package": "cfd_benchmark"
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},
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"runtime": {
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"device": "cpu"
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},
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"paths": {
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"data_dir": "./data/fake_airfoil",
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"checkpoint_dir": "./checkpoints",
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"result_dir": "./results",
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"weight_path": "./checkpoints/transolver_fake.pt"
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},
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"data": {
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"loader": "airfoil",
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"task": "steady",
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"ntrain": 2,
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"ntest": 1,
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"batch_size": 1,
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"downsamplex": 20,
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"downsampley": 10,
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"normalize": false,
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"norm_type": "UnitTransformer",
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"space_dim": 2,
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"fun_dim": 0,
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"out_dim": 1,
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"geotype": "unstructured"
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},
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"model": {
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"name": "Transolver",
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"n_hidden": 16,
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"n_layers": 1,
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"n_heads": 2,
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"mlp_ratio": 1,
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"dropout": 0.0,
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"act": "gelu",
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"slice_num": 4,
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"unified_pos": 0,
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"ref": 4
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},
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"train": {
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"epochs": 1,
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"lr": 0.001,
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"weight_decay": 1e-05,
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"optimizer": "AdamW",
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"scheduler": "CosineAnnealingLR",
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"pct_start": 0.3,
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"max_grad_norm": null,
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"derivloss": false,
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"use_checkpoint": false,
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"checkpoint_layers": "",
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"save_name": "transolver_fake"
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},
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"inference": {
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"eval": 1,
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"vis_num": 0
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}
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}
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