Datasets:
| Key,Value | |
| amsgrad,True | |
| annotation_column,infected | |
| augment,False | |
| batch_size,32 | |
| class_balance,none | |
| class_folder_names,"['nc', 'pc']" | |
| classes,"['1', '2']" | |
| classifier_evaluation,True | |
| crop_source,auto | |
| cross_validation_enabled,False | |
| cross_validation_folds,0 | |
| custom_model_path, | |
| cv_group_by,well | |
| dropout_rate,0.1 | |
| epochs,10 | |
| evaluation_bins,10 | |
| evaluation_calibration,temperature | |
| evaluation_fail_on_leakage,True | |
| gradient_accumulation,True | |
| gradient_accumulation_steps,4 | |
| holdout_plate, | |
| image_size,224 | |
| init_weights,True | |
| intermedeate_save,True | |
| leakage_audit_train_test,True | |
| leakage_hash_content,True | |
| leakage_require_identity,True | |
| learning_rate,0.001 | |
| loss_type,focal_loss | |
| max_failure_rate, | |
| mixed_precision,False | |
| model_type,maxvit_t | |
| n_jobs,30 | |
| nested_cv_inner_folds,0 | |
| normalize,True | |
| optimizer_type,adamw | |
| pin_memory,False | |
| plot,True | |
| resume_checkpoint, | |
| schedule,cosine | |
| src,<dataset> | |
| strict_errors, | |
| tensorboard,True | |
| test,False | |
| train,True | |
| train_channels,"['r', 'g', 'b']" | |
| train_mode,erm | |
| use_checkpoint,True | |
| val_split,0.1 | |
| verbose,False | |
| weight_decay,1e-05 | |