model:
  learning_rate: 0.0003
  target: celle_main.CELLE_trainer
  params:
    ckpt_path: null
    condition_model_path: logs/2022-09-23T23-59-09_HPA_nucleus_vqgan/checkpoints/epoch=000108.ckpt
    condition_config_path: logs/2022-09-23T23-59-09_HPA_nucleus_vqgan/configs/2022-09-23T23-59-09-project.yaml
    vqgan_model_path: logs/2022-09-28T15-37-57_HPA_threshold_vqgan/checkpoints/last.ckpt
    vqgan_config_path: logs/2022-09-28T15-37-57_HPA_threshold_vqgan/configs/2022-11-07T17-12-07-project.yaml
    image_key: threshold
    num_images: 2
    dim: 2560
    num_text_tokens: 33
    text_seq_len: 1000
    depth: 5
    heads: 16
    dim_head: 64
    attn_dropout: 0.1
    ff_dropout: 0.1
    attn_types: full
    rotary_emb: true
    fixed_embedding: true
    monitor: val/loss_epoch
    text_embedding: esm2
    loss_img_weight: 1
    loss_cond_weight: 1
data:
  target: celle_main.CellDataModule
  params:
    data_csv: /home/emaad/CELL-E_2/data/HPA/train_test_split_50_pct_cluster.csv
    dataset: HPA
    sequence_mode: embedding
    vocab: esm2
    threshold: median
    text_seq_len: 1000
    crop_size: 256
    resize: 600
    batch_size: 1
    num_workers: 8