{ "config": { "bands": 3, "edges": [ 0.35, 0.75 ], "xfade": 0.06, "rank": 16, "steps": 3000, "batch": 16, "lr": 0.001, "seed": 1, "substrate": "core epred" }, "frozen": { "val": 0.1247876692286809, "per_band": { "band0": 0.256406, "band1": 0.064227, "band2": 0.008726 }, "band_n": { "band0_n": 98, "band1_n": 98, "band2_n": 60 } }, "multiband3": { "n_params": 1235568, "val": 0.12197013242348476, "per_band": { "band0": 0.250386, "band1": 0.062999, "band2": 0.008543 }, "val_toggled_off": 0.1247876692286809, "s_per_step": 1.684, "lesions": { "lesion_band0": { "band0": 0.256344, "band1": 0.063056, "band2": 0.008543 }, "lesion_band1": { "band0": 0.250398, "band1": 0.06408, "band2": 0.008553 }, "lesion_band2": { "band0": 0.250386, "band1": 0.063007, "band2": 0.008693 } }, "gates": [ 0.0656, 0.0641, 0.0591 ] }, "monolith": { "n_params": 1210576, "val": 0.12174508127736772, "per_band": { "band0": 0.249925, "band1": 0.062876, "band2": 0.008538 }, "s_per_step": 1.656 }, "verdict": { "P1_multiband_vs_monolith": "monolith", "P2_per_band_wins": { "band0": false, "band1": false, "band2": false }, "P4_lesion_asymmetry": { "band0": { "own_damage": 0.005958, "other_damage": 2.9e-05, "surgical": true }, "band1": { "own_damage": 0.001081, "other_damage": 1.1e-05, "surgical": true }, "band2": { "own_damage": 0.00015, "other_damage": 4e-06, "surgical": true } }, "param_ratio": 1.021, "note": "seed 1; mechanism test \u2014 roles enter in exp009" } }