Update model configuration
Browse files- config.json +6 -63
config.json
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@@ -1,65 +1,8 @@
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{
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"
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"
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"source_config": "conf/config.yaml",
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"project": {
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"name": "PINNsformer",
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"task": "1d_reaction"
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},
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"runtime": {
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"seed": 0,
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"device": "auto"
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},
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"model": {
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"name": "PINNsformer1D",
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"d_out": 1,
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"d_hidden": 128,
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"d_model": 32,
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"num_layers": 1,
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"heads": 2
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},
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"data": {
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"x_range": [
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0.0,
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6.283185307179586
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],
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"t_range": [
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0.0,
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1.0
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],
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"x_num": 31,
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"t_num": 31,
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"sequence": {
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"num_step": 5,
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"step": 0.0001
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}
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},
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"equation": {
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"reaction_rate": 5.0,
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"initial": {
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"center": 3.141592653589793,
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"sigma": 0.7853981633974483
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}
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},
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"training": {
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"epochs": 2,
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"optimizer": {
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"name": "LBFGS",
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"lr": 1.0,
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"max_iter": 5,
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"line_search_fn": "strong_wolfe"
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},
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"checkpoint": "weight/1dreaction_pinnsformer.pt"
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},
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"paths": {
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"fake_data": "data/reaction_fake.npz",
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"prediction": "result/prediction.npz",
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"metrics": "result/metrics.json",
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"loss": "result/train_loss.npy",
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"figure": "result/1dreaction_pinnsformer.png"
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}
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}
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{
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"name": "PINNsformer1D",
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"d_out": 1,
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"d_hidden": 128,
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"d_model": 32,
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"num_layers": 1,
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"heads": 2
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}
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