{ "method": "bp", "seed": 456, "d": 512, "acc": 0.609375, "per_layer": [ { "layer": 0, "mean_norm": 0.00028685771394521, "median_norm": 0.00023502320982515812, "support": { "1e-08": 0.98828125, "1e-07": 0.9765625, "1e-06": 0.9296875, "1e-05": 0.81640625, "0.0001": 0.64453125 }, "r_inf_mean": 0.16369208693504333, "pr_mean": 0.2898195683956146, "hoyer_mean": 0.6110389232635498, "topk_energy": { "1": 0.09867139160633087, "5": 0.30585211515426636, "10": 0.4715837240219116, "25": 0.7475721836090088 } }, { "layer": 1, "mean_norm": 0.00028306932654231787, "median_norm": 0.00024432106874883175, "support": { "1e-08": 0.98828125, "1e-07": 0.98046875, "1e-06": 0.9296875, "1e-05": 0.8203125, "0.0001": 0.64453125 }, "r_inf_mean": 0.15959879755973816, "pr_mean": 0.29841816425323486, "hoyer_mean": 0.615705132484436, "topk_energy": { "1": 0.09507234394550323, "5": 0.3000008761882782, "10": 0.4656180143356323, "25": 0.7432664632797241 } }, { "layer": 2, "mean_norm": 0.0002813972532749176, "median_norm": 0.0002344252570765093, "support": { "1e-08": 0.98828125, "1e-07": 0.9765625, "1e-06": 0.9296875, "1e-05": 0.8125, "0.0001": 0.64453125 }, "r_inf_mean": 0.1563045084476471, "pr_mean": 0.30358853936195374, "hoyer_mean": 0.6189905405044556, "topk_energy": { "1": 0.09376748651266098, "5": 0.2965458333492279, "10": 0.46166568994522095, "25": 0.7402913570404053 } }, { "layer": 3, "mean_norm": 0.00025671208277344704, "median_norm": 0.00021371361799538136, "support": { "1e-08": 0.98828125, "1e-07": 0.9765625, "1e-06": 0.921875, "1e-05": 0.81640625, "0.0001": 0.64453125 }, "r_inf_mean": 0.1531774252653122, "pr_mean": 0.3132062554359436, "hoyer_mean": 0.6239677667617798, "topk_energy": { "1": 0.08954571932554245, "5": 0.2893158197402954, "10": 0.4543725848197937, "25": 0.7358365058898926 } } ] }