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batch_size_list:
- 12
- 12
checkpoint_path: null
dataset_kwargs_list:
- 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:
- 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
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