{ "method": "bp", "seed": 789, "d": 512, "acc": 0.625, "per_layer": [ { "layer": 0, "mean_norm": 0.00027372551267035306, "median_norm": 0.00017281188047491014, "support": { "1e-08": 0.99609375, "1e-07": 0.98046875, "1e-06": 0.94140625, "1e-05": 0.82421875, "0.0001": 0.60546875 }, "r_inf_mean": 0.16911198198795319, "pr_mean": 0.27775779366493225, "hoyer_mean": 0.6049999594688416, "topk_energy": { "1": 0.10440652072429657, "5": 0.31486302614212036, "10": 0.48080262541770935, "25": 0.752586841583252 } }, { "layer": 1, "mean_norm": 0.00026722095208242536, "median_norm": 0.00016676353698130697, "support": { "1e-08": 0.99609375, "1e-07": 0.98046875, "1e-06": 0.94140625, "1e-05": 0.81640625, "0.0001": 0.6015625 }, "r_inf_mean": 0.1648353636264801, "pr_mean": 0.28984105587005615, "hoyer_mean": 0.6124705076217651, "topk_energy": { "1": 0.09948442876338959, "5": 0.30532732605934143, "10": 0.47025996446609497, "25": 0.745807945728302 } }, { "layer": 2, "mean_norm": 0.0002697450399864465, "median_norm": 0.00017413780733477324, "support": { "1e-08": 0.99609375, "1e-07": 0.98046875, "1e-06": 0.94140625, "1e-05": 0.82421875, "0.0001": 0.6015625 }, "r_inf_mean": 0.15944358706474304, "pr_mean": 0.2985975742340088, "hoyer_mean": 0.6160019636154175, "topk_energy": { "1": 0.09516169130802155, "5": 0.30000174045562744, "10": 0.46594715118408203, "25": 0.7428746223449707 } }, { "layer": 3, "mean_norm": 0.000242997266468592, "median_norm": 0.00015520867600571364, "support": { "1e-08": 0.99609375, "1e-07": 0.9765625, "1e-06": 0.94140625, "1e-05": 0.8125, "0.0001": 0.58984375 }, "r_inf_mean": 0.155391126871109, "pr_mean": 0.3090377449989319, "hoyer_mean": 0.6224961280822754, "topk_energy": { "1": 0.09162253141403198, "5": 0.29213452339172363, "10": 0.4568958878517151, "25": 0.7367004156112671 } } ] }