atlas_identify.json

{
   "data_handling": {
      "input_file_glob":               "/blues/gpfs/group/3/ATLAS/users/jchilder/data/100GEV_0ETA_OPHI_bcs/normalized_data/*",
      "evt_per_file":                  1,
      "image_shape":                   [15, 50, 1153],
      "training_to_validation_ratio":  0.9,
      "shuffle":                       true,
      "classes":                       ["bjet"]
   },
   "model_pars": {
      "model_checkpoint_file":         "weights/{date}.{{epoch:02d}}-{{val_loss:.2f}}.hdf5",
      "num_boxes":                     1
   },
   "training": {
      "batch_size":                    30,
      "learning_rate":                 0.001,
      "beta_1":                        0.9,
      "beta_2":                        0.999,
      "epsilon":                       null,
      "decay":                         0.0001,
      "epochs":                        3,
      "verbose":                       1,
      "steps_per_valid":               100,
      "lrsched":                       [1e-4,5e-4,5e-4,1e-4,1e-4,5e-5,5e-5,1e-5,1e-5,1e-5,1e-5,5e-6,5e-6,5e-6,5e-6,5e-6]
   },
   "tensorboard": {
      "log_dir":                       "./logs",
      "histogram_freq":                1,
      "write_graph":                   true,
      "write_images":                  true,
      "write_grads":                   true,
      "embeddings_freq":               0
   }
}