bolts_config.yaml

batch_size: 8192
epochs: 100
warm_up: 10
eval_every_n_epochs: 1
fine_tune_from: None
log_every_n_steps: 50
lr : 0.00229
weight_decay: 10e-6
precision: 32
log_dir: './logs'
debug: False

model:
  out_dim: 16
  base_model: "xresnet1d50"
  hidden: True
  widen: 1.0

loss:
  temperature: 0.5
  use_cosine_similarity: True

dataset:
  s: 1
  input_shape: (12, 333) #(96,96,3)
  num_workers: 0
  valid_size: 0.05
  data_folder:    "./data/ptb_xl_fs100"  # "./data/cinc_fs100"
  target_folders: ["./data/cinc_fs100", "./data/zheng_fs100", "./data/ribeiro_fs100"]
  target_fs: 100
  recreate_data_ptb_xl: False
  filter_cinc: False
  ptb_xl_label: "label_all"
  

eval_epochs: 50
eval_every: 200
eval_batch_size: 512
lin_eval_every_n_epochs: 1
eval_lr: 3e-2
eval_wd: 1e-1
perform_lin_eval: True
perform_fine_tuning: True
eval_mode: "fine_tuning"
eval_gradual_freezing: False

eval_dataset:
  s: 1
  input_shape: (12, 250) #(96,96,3)
  num_workers: 8
  valid_size: 0.05
  data_folder:   "./data/ptbxl"
  target_folders: ["./data/ptb_xl_fs100"]
  target_fs: 100
  recreate_data_ptb_xl: False
  ptb_xl_label: "label_all"       #------V------
                                  # label_all 71
                                  # label_diag 44
                                  # label_form 19
                                  # label_rhythm 12
                                  # label_diag_subclass 23
                                  # label_diag_superclass 5