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| # Model configurations | |
| model: | |
| name: "resnet34" | |
| pretrained: true | |
| in_chans: 1 | |
| num_classes: 1 | |
| # Training configurations | |
| training: | |
| batch_size: 16 | |
| learning_rate: 0.00005 | |
| optimizer: "adam" | |
| max_epochs: 50 | |
| # Dataset configurations | |
| dataset: | |
| root_dir: "/home/venom/Documents/x_ray/" | |
| label_csv: "data/labels.csv" | |
| val_split: 0.05 | |
| random_seed: 35 | |
| apply_equalization: false | |
| batch_size: 16 | |
| # Logging configurations | |
| logging: | |
| log_dir: "./logs/" | |
| log_every_n_steps: 1 | |