nsl-vit-fixed / summary.json
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{
"dataset": {
"raw_dir": "/content/drive/MyDrive/nsl_raw",
"num_raw_images": 4815,
"num_valid_labeled_images": 4812,
"num_classes": 137,
"min_total_per_class": 1,
"dropped_classes": [],
"split_protocol": "official source test split; validation split from source train by class",
"split_counts": {
"train": 3581,
"val": 636,
"test": 595
},
"classes_per_split": {
"test": 136,
"train": 137,
"val": 136
},
"duplicate_hashes_crossing_splits": 0
},
"vit_classification": {
"model": "vit_base_patch16_224",
"input_mode": "crop",
"epochs_requested": 40,
"head_warmup_epochs": 3,
"best_checkpoint": "/content/nsl_vit_fixed_work/runs/vit_b16_nsl_fixed_best.pt",
"params": 85904009,
"val": {
"loss": 0.8947618052644549,
"top1": 0.9261006289308176,
"top5": 0.9638364779874213,
"macro_f1": 0.9024900968879636,
"weighted_f1": 0.9203976265041456
},
"test": {
"loss": 0.8799869286913832,
"top1": 0.9210084033613445,
"top5": 0.9697478991596639,
"macro_f1": 0.9066332142953599,
"weighted_f1": 0.9183226019280669
}
}
}