pre_train_b2_clip.yaml

defaults:
  - _self_
  - data_train:
      - upmc_wo_period
  - dataloader: dataloader_b5
  - tokenizer: clinical_bert
  - transform: clahe
  - model: clip_b2_det_clinical
  - optimizer: adamw
  - scheduler: cosine_epoch15_warmup1
  - loss: breast_clip

base:
  data_dir: "/restricted/projectnb/batmanlab/shared/Data"
  period: "n"
  resume_training: False
  epoch_to_start: 0
  checkpoint_to_start: ""
  train_fast: False
  fold: 0
  seed: 10
  amp: True
  mean: 0.3089279
  std: 0.25053555408335154
  image_size_h: 1520
  image_size_w: 912
  text_max_length: 256
  loss_best: contrastive
  data_frac: 1.0
  output:
    args_path: ${hydra:run.dir}
    checkpoint: ${hydra:run.dir}/checkpoints/
    tensorboard: ${hydra:run.dir}/tensorboard/

hydra:
  run:
    dir: /restricted/projectnb/batmanlab/shawn24/PhD/Mammo-CLIP/src/codebase/outputs/upmc_clip/b2_detector_period_${base.period}