Add model configuration
Browse files- config.json +68 -0
config.json
ADDED
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| 1 |
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{
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"architectures": [
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"GPPLUS"
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],
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"framework": "pytorch",
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"model_name": "GP_for_TO",
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"model_type": "gp_for_to",
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"source_config": "conf/config.yaml",
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"root": {
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"problem": "doublepipe",
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"seed": 11,
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"output_names": [
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"u",
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"v",
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"p",
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"ro"
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],
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"runtime": {
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"onescience_src": null
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},
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"data": {
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"n_train_per_bc": 25,
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"n_col_domain": 10000
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},
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"model": {
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"mean_function": "neural_network",
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"nn_layers_base": [
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64,
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64,
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64,
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64,
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64
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],
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"dtype": "float32"
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},
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"training": {
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"device": "auto",
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"gpu": 0,
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"num_iter": 50000,
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"lr_default": 0.001,
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"diff_method": "Numerical",
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"checkpoint_path": "./weight/gp_for_to.pt",
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"output_dir": "./result/training",
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"plot_outputs": true,
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"checkpoints": [
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1000,
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10000,
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20000,
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30000,
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40000,
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50000
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]
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},
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"inference": {
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"device": "auto",
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"gpu": 0,
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"checkpoint_path": "./weight/gp_for_to.pt",
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"output_dir": "./result/inference",
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"n_col_domain": 10000
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},
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"fake_data": {
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"problem": "doublepipe",
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"n_train_per_bc": 25,
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"n_col_domain": 10000,
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"output_dir": "./data/fake"
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}
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}
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}
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