| # data: | |
| train_csv_path: data/diabetic-retinopathy-dataset/train.csv | |
| val_csv_path: data/diabetic-retinopathy-dataset/val.csv | |
| # experiment: | |
| seed: 42 | |
| batch_size: 128 | |
| num_workers: 32 | |
| use_class_weighting: false | |
| use_weighted_sampler: false # class weighting and weighted sampler are mutually exclusive | |
| model_name: "densenet169" | |
| max_epochs: 20 | |
| image_size: 224 | |
| learning_rate: 3e-4 | |
| use_scheduler: true | |
| logs_dir: logs | |
| checkpoint_dirpath: artifacts/checkpoints | |