1-parameter-classifier / stage_0 /classifier.json
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Initialize repo with Stage 0 baseline
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{
"backbone": "facebook/EUPE-ViT-B",
"feature_dim": 768,
"input_resolution": 768,
"patch_size": 16,
"patch_grid": [48, 48],
"preprocessing": "layernorm over 768 channels then max-pool over 2304 patches",
"pos_dims": [48, 525, 475, 645, 273, 292, 158, 510, 506, 337, 8, 309, 267, 217, 79, 13, 657, 207, 722, 311],
"neg_dims": [642, 224, 113, 565, 49, 637, 45, 520, 219, 290, 529, 617, 269, 745, 576, 701, 105, 694, 82, 283],
"pos_weight": 1.0,
"neg_weight": -1.0,
"threshold": 25.284494400024414,
"decision": "sum(feat[pos_dims]) - sum(feat[neg_dims]) > threshold",
"free_parameters": 1,
"fixed_parameters": {
"dim_indices": 40,
"signs": 40
}
}