batch_size_list:
- 9
- 3
- 12
checkpoint_path: null
dataset_kwargs_list:
- data_split_dict:
    csv_file: EMBED_split_full.csv
    keyword: train
  num_positive: 300
  one_image_per_patient: true
  sample_balance: positive
- data_split_dict:
    csv_file: EMBED_split_full.csv
    keyword: train
  num_positive: 100
  one_image_per_patient: true
  sample_balance: positive
- data_split_dict:
    csv_file: EMBED_split_full.csv
    keyword: train
  num_negative: 400
  one_image_per_patient: true
  sample_balance: negative
dataset_names_list:
- EmbedDatasetGenAI_3
- EmbedDataset
- EmbedDataset
optimizer: AdamW
optimizer_kwargs:
  lr: 0.0001
training_steps: 3000
val_batch_size: 16
val_dataset_kwargs:
  data_split_dict:
    csv_file: EMBED_split_full.csv
    keyword: val
  existing_paths: existing_Embed_fileset.pkl
  sample_balance: balanced
val_dataset_name: EmbedDataset
val_every_n_step: 100