{ "config": { "bands": 3, "edges": [ 0.35, 0.75 ], "xfade": 0.06, "rank": 16, "steps": 3000, "batch": 16, "lr": 0.001, "seed": 0, "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": 0.12200367445166194, "per_band": { "band0": 0.250432, "band1": 0.063046, "band2": 0.008534 }, "val_toggled_off": 0.1247876692286809, "s_per_step": 1.685, "lesions": { "lesion_band0": { "band0": 0.256343, "band1": 0.063105, "band2": 0.008534 }, "lesion_band1": { "band0": 0.250449, "band1": 0.06408, "band2": 0.008546 }, "lesion_band2": { "band0": 0.250432, "band1": 0.063052, "band2": 0.008691 } }, "gates": [ 0.069, 0.0608, 0.0583 ] }, "monolith": { "n_params": 1210576, "val": 0.12173647676991095, "per_band": { "band0": 0.249881, "band1": 0.062896, "band2": 0.008539 }, "s_per_step": 1.65 }, "verdict": { "P1_multiband_vs_monolith": "monolith", "P2_per_band_wins": { "band0": false, "band1": false, "band2": true }, "P4_lesion_asymmetry": { "band0": { "own_damage": 0.005911, "other_damage": 2.9e-05, "surgical": true }, "band1": { "own_damage": 0.001034, "other_damage": 1.4e-05, "surgical": true }, "band2": { "own_damage": 0.000157, "other_damage": 3e-06, "surgical": true } }, "param_ratio": 1.021, "note": "seed 0; mechanism test \u2014 roles enter in exp009" } }