liftingDWT_berk.json

{
  "exp_name": "EZT_implementation_117.3",
  "multi_exp_name": "EZT_implementation_117.3",
  "agent": "LiftingBasedDWTAgent",
  "mode": "train",
  "resume_training": false,
  "imshow_validation": true,
  "cuda": true,
  "gpu_device": 0,
  "seed": 1337,
  "clrch": 1,
  "netType":"LiftingBasedNeuralWaveletv4",
  "entropy_layer": "conditioned2ZTsepSubbands",
  "autoencoderFlag": "SubbandAutoEncoderBerk",
  "dwtlevels": 4,
  "num_lifting_perlayer": 2 ,
  "filtersize": 5,
  "resnetlevel": 6,
  "block_property": "same",
  "scale": 0,
  "linearity_flag": 1,
  "depth_scale": 2,
  "res_connection_weight": 0.1,
  "split_mode": "hv",
  "lif_prec_bits": 0,
  "batch_size": 2,
  "patch_size": 128,
  "grad_acc_iters": 1,
  "loss_prnt_iters": 3600,
  "val_batch_size": 1,
  "val_patch_size": 0,
  "multi_agent":true,
  "multi_param":"lambda_",
  "learning_rate":1e-4,
  "gamma": 1.00,
  "lambda_": [117.3],
  "loss_switch_thr": 0.0015,
  "training_loss_switch": 1,
  "max_epoch": 3000,
  "log_interval": 20,
  "validate_every": 1,
  "test_every": 3,
  "postprocess": "iwave",
  "checkpoint_file": "checkpoint.pth.tar",
  "num_train_dirs" : 1,
  "train_data_1": "/home/berk/Desktop/click_mixed",
  "train_data_2": "/media/research/DL-Pytorch-1/OpenImages-L3C",
  "train_data_3": "/media/research/DL-Pytorch-1/CLIC/train_mobile_2020_256x256",
  "train_data_4": "/media/research/DL-Pytorch-1/CLIC/train_professional_2020_256x256",
  "test_data": "/home/berk/Desktop/Tez/image_datasets/test",
  "valid_data": "/home/berk/Desktop/Tez/image_datasets/test"
}