yushuang88 commited on
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4aff92e
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1 Parent(s): 52f6fca

Update model configuration

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Files changed (1) hide show
  1. config.json +10 -65
config.json CHANGED
@@ -1,67 +1,12 @@
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  {
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- "architectures": [
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- "UNO"
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- ],
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- "framework": "pytorch",
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- "model_name": "UNO",
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- "model_type": "uno",
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- "source_config": "conf/config.yaml",
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- "root": {
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- "common": {
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- "device": "auto",
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- "seed": 0
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- },
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- "datapipe": {
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- "source": {
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- "data_dir": "/public/share/sugonhpcapp01/onestore/onedatasets/CFD_Benchmark/ns",
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- "file_name": "NavierStokes_V1e-5_N1200_T20.mat"
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- },
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- "data": {
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- "ntrain": 1000,
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- "ntest": 200,
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- "t_in": 10,
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- "t_out": 10,
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- "out_dim": 1,
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- "downsamplex": 1,
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- "downsampley": 1,
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- "normalize": false
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- },
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- "dataloader": {
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- "batch_size": 8,
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- "num_workers": 4,
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- "pin_memory": true
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- }
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- },
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- "model": {
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- "in_dim": 10,
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- "out_dim": 1,
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- "hidden_dim": 64,
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- "modes": 12,
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- "space_dim": 2,
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- "include_pos": true,
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- "normtype": "in",
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- "bilinear": true,
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- "activation": "gelu",
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- "pad_to_multiple": 16
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- },
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- "training": {
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- "epochs": 500,
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- "lr": 0.001,
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- "weight_decay": 1e-05,
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- "step_size": 100,
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- "gamma": 0.5,
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- "eval_interval": 1,
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- "patience": 100,
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- "teacher_forcing": false,
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- "max_grad_norm": null,
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- "max_train_batches": null,
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- "max_eval_batches": null,
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- "weight_dir": "weight",
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- "checkpoint_name": "uno_navier_stokes.pt"
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- },
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- "inference": {
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- "result_dir": "result",
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- "num_samples": 4
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- }
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- }
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  }
 
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  {
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+ "in_dim": 10,
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+ "out_dim": 1,
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+ "hidden_dim": 64,
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+ "modes": 12,
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+ "space_dim": 2,
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+ "include_pos": true,
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+ "normtype": "in",
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+ "bilinear": true,
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+ "activation": "gelu",
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+ "pad_to_multiple": 16
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  }