{ "config": { "dataset": "AbstractPhil/qwen-deepfashion-fused", "steps": 3000, "batch": 16, "seed": 0, "cond": "caption_joycaption nl77", "blob_empty": 4352 }, "frozen": { "val": 0.14243539798007987, "per_band": { "band0": 0.293931, "band1": 0.071764, "band2": 0.010422 } }, "multiband3": { "n_params": 1235568, "val": 0.1352152533709159, "per_band": { "band0": 0.280633, "band1": 0.066728, "band2": 0.009562 }, "s_per_step": 1.688, "lesions": { "lesion_band0": { "band0": 0.293597, "band1": 0.066852, "band2": 0.009562 }, "lesion_band1": { "band0": 0.280774, "band1": 0.071368, "band2": 0.00964 }, "lesion_band2": { "band0": 0.280633, "band1": 0.066757, "band2": 0.010283 } } }, "monolith": { "n_params": 1210576, "val": 0.1341835820844608, "per_band": { "band0": 0.278893, "band1": 0.065772, "band2": 0.009564 }, "s_per_step": 1.654 }, "verdict": { "mb_vs_mono": "monolith", "per_band_wins": { "band0": false, "band1": false, "band2": true }, "lesions": { "band0": { "own": 0.012964, "other": 6.2e-05, "surgical": true }, "band1": { "own": 0.00464, "other": 0.00011, "surgical": true }, "band2": { "own": 0.000721, "other": 1.5e-05, "surgical": true } }, "note": "REAL fused data (D2); blob targets cached for the 8am blob-loss design review; 1-seed CANDIDATE" } }