config_mnih.json

{
  "gpu": "1",
  "encoder_name": "resnet50",
  "decoder_name": "dlinknet",
  "random_seed": 1,
  "dataset": {
    "ds_name": "mnih",
    "input_size": "(512, 512)",
    "crop_size": "(512, 512)",
    "class_num": 2,
    "mean" : "(0.485, 0.456, 0.406)",
    "std" : "(0.229, 0.224, 0.225)",
    "data_dir": "~/mnih",
    "comment_train_file": "/Users/azanchetta/OneDrive - The Alan Turing Institute/Research/projects/testingML/trials/output/mnih/processed_mnih/file_list_train.txt", 
    "comment_valid_file": "/Users/azanchetta/OneDrive - The Alan Turing Institute/Research/projects/testingML/trials/output/mnih/processed_mnih/file_list_valid.txt",
    "train_file": "/Users/azanchetta/mnih/file_list_train.txt",
    "valid_file": "/Users/azanchetta/mnih/file_list_valid.txt",
    "batch_size": 5,
    "num_workers": 8
  },
  "optimizer": {
    "learn_rate_encoder": 1e-3,
    "learn_rate_decoder": 1e-2,
    "decay_rate": 0.1,
    "decay_step": "[50]"
  },
  "trainer": {
    "criterion_name": "xent,iou",
    "bp_loss_idx": 0,
    "epochs": 1,
    "save_epoch": 1,
    "resume_epoch": 0,
    "finetune_dir": "None",
    "save_root": "/Users/azanchetta/OneDrive - The Alan Turing Institute/Research/projects/testingML/models_mrs_trials"
  }
}