Add model configuration
Browse files- config.json +57 -0
config.json
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{
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"architectures": [
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"UNetEx"
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],
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"framework": "pytorch",
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"model_name": "DeepCFD",
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"model_type": "deepcfd",
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"source_config": "config/config.yaml",
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"root": {
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"datapipe": {
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"verbose": false,
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"source": {
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"data_dir": "./data/deepcfd",
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"data_x_name": "dataX.pkl",
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"data_y_name": "dataY.pkl"
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},
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"data": {
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"split_ratio": 0.75,
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"seed": 0
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},
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"dataloader": {
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"batch_size": 1,
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"num_workers": 0
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}
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},
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"model": {
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"name": "UNetEx",
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"in_channels": 3,
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"out_channels": 3,
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"base_channels": 2,
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"num_stages": 1,
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"kernel_size": 3,
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"bilinear": true,
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"normtype": "none"
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},
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"training": {
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"output_dir": "./weight",
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"checkpoint_name": "best_model.pt",
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"num_epochs": 1,
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"lr": 0.001,
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"weight_decay": 0.005,
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"patience": 20,
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"eval_interval": 1
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},
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"inference": {
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"checkpoint_path": "./weight/best_model.pt",
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"result_dir": "./result/deepcfd",
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"num_visualize": 2
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},
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"fake_data": {
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"num_samples": 4,
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"height": 16,
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"width": 16,
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"seed": 42
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}
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}
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}
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