creg_training_2017_config.json

{
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    "Trainable_params": 2833617, 
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    "model_params": {
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        "loss": "HybridLoss", 
        "optimizer": "Adam", 
        "name": "ffwd", 
        "non_neg": false, 
        "loss_params": {}, 
        "dropout": 0.1, 
        "save_best_only": true, 
        "input_shape": [
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        "output_shape": null, 
        "monitor_dir": "/work/ea887128/NN_outputs/charm_long_2017", 
        "const_output_biases": null, 
        "activations": [
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            "lrelu", 
            "lrelu", 
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        "valid_frac": null, 
        "do_bn0": true, 
        "optimizer_params": {
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        "batch_norm": true
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    "y_std": 0.24718524515628815, 
    "fit_kwargs": {
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        "steps_per_epoch": 5244
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    "options": {
        "loss": "HybridLoss", 
        "features": "Jet_pt,Jet_eta,rho,Jet_mt,Jet_leadTrackPt,Jet_leptonPtRel,Jet_leptonDeltaR,Jet_neHEF,Jet_neEmEF,Jet_vtxPt,Jet_vtxMass,Jet_vtx3dL,Jet_vtxNtrk,Jet_vtx3deL,Jet_numDaughters_pt03,Jet_chEmEF,Jet_chHEF,Jet_ptd,Jet_mass,Jet_energyRing_dR0_em_Jet_rawEnergy,Jet_energyRing_dR1_em_Jet_rawEnergy,Jet_energyRing_dR2_em_Jet_rawEnergy,Jet_energyRing_dR3_em_Jet_rawEnergy,Jet_energyRing_dR4_em_Jet_rawEnergy,Jet_energyRing_dR0_neut_Jet_rawEnergy,Jet_energyRing_dR1_neut_Jet_rawEnergy,Jet_energyRing_dR2_neut_Jet_rawEnergy,Jet_energyRing_dR3_neut_Jet_rawEnergy,Jet_energyRing_dR4_neut_Jet_rawEnergy,Jet_energyRing_dR0_ch_Jet_rawEnergy,Jet_energyRing_dR1_ch_Jet_rawEnergy,Jet_energyRing_dR2_ch_Jet_rawEnergy,Jet_energyRing_dR3_ch_Jet_rawEnergy,Jet_energyRing_dR4_ch_Jet_rawEnergy,Jet_energyRing_dR0_mu_Jet_rawEnergy,Jet_energyRing_dR1_mu_Jet_rawEnergy,Jet_energyRing_dR2_mu_Jet_rawEnergy,Jet_energyRing_dR3_mu_Jet_rawEnergy,Jet_energyRing_dR4_mu_Jet_rawEnergy", 
        "out_dir": "/work/ea887128/NN_outputs/charm_long_2017", 
        "inp_dir": "/work/ea887128/created_hd5", 
        "inp_files": "TT_2017_big_RegressionPerJet_nanoAOD_2018_JECv8_0charm.hd5", 
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        "batch_size": 1024, 
        "epochs": 100, 
        "seed": 98543, 
        "nkfolds": 5, 
        "normalize_target": true, 
        "x_val": false, 
        "inp_file_valid": "TT_2017_small_RegressionPerJet_nanoAOD_2018_JECv8_0charm.hd5"
    }
}