{
  "dataset": "synth",
  "method": "credit_bridge",
  "seed": 1024,
  "alpha": 0.0,
  "depth": 4,
  "batch": 512,
  "loss": 21.403345108032227,
  "acc": 0.0859375,
  "per_layer": [
    {
      "layer": 0,
      "mean_norm": 0.029487244784832,
      "median_norm": 0.03185894340276718,
      "max_norm": 0.04317605495452881,
      "min_norm": 9.110727408825637e-17,
      "support": {
        "1e-08": 0.986328125,
        "1e-07": 0.978515625,
        "1e-06": 0.974609375,
        "1e-05": 0.96484375,
        "0.0001": 0.94921875
      },
      "log_norms_percentiles": {
        "1": -9.40870189666748,
        "5": -3.9533026218414307,
        "10": -1.6475276947021484,
        "25": -1.5604091882705688,
        "50": -1.4961997270584106,
        "75": -1.4530190229415894,
        "90": -1.4248212575912476,
        "95": -1.4114899635314941,
        "99": -1.3721553087234497
      },
      "log_norms_histogram": [
        1,
        0,
        0,
        0,
        0,
        0,
        0,
        1,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        1,
        1,
        0,
        1,
        1,
        1,
        0,
        0,
        0,
        0,
        3,
        0,
        1,
        0,
        0,
        2,
        2,
        1,
        2,
        0,
        1,
        3,
        4,
        3,
        3,
        0,
        1,
        1,
        3,
        4,
        9,
        462
      ],
      "log_norms_bin_edges": [
        -16.040447235107422,
        -15.746932983398438,
        -15.45341968536377,
        -15.159905433654785,
        -14.866392135620117,
        -14.572877883911133,
        -14.279364585876465,
        -13.98585033416748,
        -13.692337036132812,
        -13.398822784423828,
        -13.10530948638916,
        -12.811795234680176,
        -12.518281936645508,
        -12.224767684936523,
        -11.931253433227539,
        -11.637740135192871,
        -11.344226837158203,
        -11.050712585449219,
        -10.757198333740234,
        -10.463685035705566,
        -10.170171737670898,
        -9.876657485961914,
        -9.58314323425293,
        -9.289629936218262,
        -8.996115684509277,
        -8.70260238647461,
        -8.409088134765625,
        -8.11557388305664,
        -7.822060585021973,
        -7.528547286987305,
        -7.23503303527832,
        -6.941519737243652,
        -6.648005485534668,
        -6.354491233825684,
        -6.060977935791016,
        -5.767463684082031,
        -5.473950386047363,
        -5.180436134338379,
        -4.886922836303711,
        -4.593408584594727,
        -4.299895286560059,
        -4.006381034851074,
        -3.7128677368164062,
        -3.419353485107422,
        -3.125840187072754,
        -2.8323259353637695,
        -2.5388126373291016,
        -2.245298385620117,
        -1.9517841339111328,
        -1.6582708358764648,
        -1.3647570610046387
      ],
      "r_inf_mean": 0.2826646566390991,
      "r_inf_median": 0.2761216461658478,
      "pr_mean": NaN,
      "pr_median": NaN,
      "hoyer_mean": 0.6216154098510742,
      "eff_dim_mean": 0.6216154098510742,
      "topk_energy": {
        "1": 0.08226694911718369,
        "5": 0.29479795694351196,
        "10": 0.44931715726852417,
        "25": 0.7347562313079834
      },
      "gamma_raw": 0.024304557591676712,
      "gamma_active": {
        "1e-08": 0.02465568482875824,
        "1e-07": 0.02490672655403614,
        "1e-06": 0.025453899055719376,
        "1e-05": 0.026210816577076912,
        "0.0001": 0.026434892788529396
      },
      "gamma_energy_weighted": {
        "1e-08": 0.026208470011978693,
        "1e-07": 0.026208470011978693,
        "1e-06": 0.026208470011978693,
        "1e-05": 0.026208470011978693,
        "0.0001": 0.026208470011978693
      }
    },
    {
      "layer": 1,
      "mean_norm": 0.0019138643983751535,
      "median_norm": 0.0020295039284974337,
      "max_norm": 0.0029363997746258974,
      "min_norm": 4.57508220129098e-18,
      "support": {
        "1e-08": 0.978515625,
        "1e-07": 0.970703125,
        "1e-06": 0.96484375,
        "1e-05": 0.943359375,
        "0.0001": 0.935546875
      },
      "log_norms_percentiles": {
        "1": -10.522933959960938,
        "5": -5.194192409515381,
        "10": -2.810792922973633,
        "25": -2.7528419494628906,
        "50": -2.6925082206726074,
        "75": -2.6380550861358643,
        "90": -2.603227376937866,
        "95": -2.5897715091705322,
        "99": -2.538961172103882
      },
      "log_norms_histogram": [
        1,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        1,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        1,
        0,
        1,
        0,
        1,
        2,
        0,
        0,
        0,
        0,
        2,
        1,
        1,
        0,
        0,
        1,
        3,
        1,
        2,
        0,
        1,
        2,
        5,
        3,
        1,
        3,
        0,
        1,
        3,
        2,
        11,
        462
      ],
      "log_norms_bin_edges": [
        -17.339601516723633,
        -17.043453216552734,
        -16.747304916381836,
        -16.451156616210938,
        -16.15500831604004,
        -15.85886001586914,
        -15.562711715698242,
        -15.266563415527344,
        -14.970415115356445,
        -14.674266815185547,
        -14.378118515014648,
        -14.08197021484375,
        -13.785821914672852,
        -13.489673614501953,
        -13.193525314331055,
        -12.897377014160156,
        -12.601228713989258,
        -12.30508041381836,
        -12.008932113647461,
        -11.712783813476562,
        -11.416635513305664,
        -11.120487213134766,
        -10.824338912963867,
        -10.528190612792969,
        -10.232041358947754,
        -9.935893058776855,
        -9.639744758605957,
        -9.343596458435059,
        -9.04744815826416,
        -8.751299858093262,
        -8.455151557922363,
        -8.159003257751465,
        -7.862854957580566,
        -7.566706657409668,
        -7.2705583572387695,
        -6.974410057067871,
        -6.678261756896973,
        -6.382113456726074,
        -6.085965156555176,
        -5.789816856384277,
        -5.493668556213379,
        -5.1975202560424805,
        -4.901371955871582,
        -4.605223655700684,
        -4.309075355529785,
        -4.012927055358887,
        -3.7167787551879883,
        -3.42063045501709,
        -3.124481201171875,
        -2.8283329010009766,
        -2.5321848392486572
      ],
      "r_inf_mean": 0.2459966391324997,
      "r_inf_median": 0.2413138747215271,
      "pr_mean": NaN,
      "pr_median": NaN,
      "hoyer_mean": 0.6419541239738464,
      "eff_dim_mean": 0.6419541239738464,
      "topk_energy": {
        "1": 0.06102832406759262,
        "5": 0.2619394063949585,
        "10": 0.42104625701904297,
        "25": 0.7211054563522339
      },
      "gamma_raw": 0.24875350296497345,
      "gamma_active": {
        "1e-08": 0.2538727819919586,
        "1e-07": 0.25364580750465393,
        "1e-06": 0.25368136167526245,
        "1e-05": 0.2540997862815857,
        "0.0001": 0.25392815470695496
      },
      "gamma_energy_weighted": {
        "1e-08": 0.2695369242067207,
        "1e-07": 0.2695369242067207,
        "1e-06": 0.2695369242067207,
        "1e-05": 0.2695369242067207,
        "0.0001": 0.2695369242067207
      }
    },
    {
      "layer": 2,
      "mean_norm": 0.0018725411500781775,
      "median_norm": 0.0019933281000703573,
      "max_norm": 0.002893796656280756,
      "min_norm": 4.486762472927468e-18,
      "support": {
        "1e-08": 0.978515625,
        "1e-07": 0.970703125,
        "1e-06": 0.96484375,
        "1e-05": 0.943359375,
        "0.0001": 0.935546875
      },
      "log_norms_percentiles": {
        "1": -10.53467845916748,
        "5": -5.206936836242676,
        "10": -2.8247122764587402,
        "25": -2.7684078216552734,
        "50": -2.7002692222595215,
        "75": -2.6451821327209473,
        "90": -2.614293098449707,
        "95": -2.598099708557129,
        "99": -2.547727346420288
      },
      "log_norms_histogram": [
        1,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        1,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        1,
        0,
        1,
        0,
        1,
        2,
        0,
        0,
        0,
        0,
        2,
        1,
        1,
        0,
        0,
        1,
        3,
        1,
        2,
        0,
        1,
        3,
        4,
        3,
        1,
        3,
        0,
        1,
        3,
        2,
        11,
        462
      ],
      "log_norms_bin_edges": [
        -17.348068237304688,
        -17.051877975463867,
        -16.755687713623047,
        -16.459495544433594,
        -16.163305282592773,
        -15.867115020751953,
        -15.570923805236816,
        -15.274733543395996,
        -14.97854232788086,
        -14.682352066040039,
        -14.386160850524902,
        -14.089970588684082,
        -13.793779373168945,
        -13.497589111328125,
        -13.201398849487305,
        -12.905207633972168,
        -12.609016418457031,
        -12.312826156616211,
        -12.01663589477539,
        -11.720444679260254,
        -11.424253463745117,
        -11.128063201904297,
        -10.831872940063477,
        -10.53568172454834,
        -10.23949146270752,
        -9.943300247192383,
        -9.647109985351562,
        -9.350919723510742,
        -9.054728507995605,
        -8.758537292480469,
        -8.462347030639648,
        -8.166155815124512,
        -7.869965553283691,
        -7.573775291442871,
        -7.277584075927734,
        -6.981393814086914,
        -6.685202598571777,
        -6.389012336730957,
        -6.09282112121582,
        -5.796630859375,
        -5.500439643859863,
        -5.204249382019043,
        -4.908058166503906,
        -4.611867904663086,
        -4.315676689147949,
        -4.019486427307129,
        -3.723295211791992,
        -3.427104949951172,
        -3.1309146881103516,
        -2.834723472595215,
        -2.538532018661499
      ],
      "r_inf_mean": 0.24367299675941467,
      "r_inf_median": 0.24158543348312378,
      "pr_mean": NaN,
      "pr_median": NaN,
      "hoyer_mean": 0.6420484185218811,
      "eff_dim_mean": 0.6420483589172363,
      "topk_energy": {
        "1": 0.05991550534963608,
        "5": 0.26108410954475403,
        "10": 0.419983446598053,
        "25": 0.7204937934875488
      },
      "gamma_raw": 0.09360352158546448,
      "gamma_active": {
        "1e-08": 0.09574337303638458,
        "1e-07": 0.09588322788476944,
        "1e-06": 0.0955887883901596,
        "1e-05": 0.09708532691001892,
        "0.0001": 0.09694483876228333
      },
      "gamma_energy_weighted": {
        "1e-08": 0.13413613070800443,
        "1e-07": 0.13413613070800443,
        "1e-06": 0.13413613070800443,
        "1e-05": 0.13413613070800443,
        "0.0001": 0.13413613070800443
      }
    },
    {
      "layer": 3,
      "mean_norm": 0.0018608905375003815,
      "median_norm": 0.001989571377635002,
      "max_norm": 0.002869740128517151,
      "min_norm": 4.504110931914543e-18,
      "support": {
        "1e-08": 0.978515625,
        "1e-07": 0.970703125,
        "1e-06": 0.96484375,
        "1e-05": 0.943359375,
        "0.0001": 0.935546875
      },
      "log_norms_percentiles": {
        "1": -10.538806915283203,
        "5": -5.207860469818115,
        "10": -2.825854778289795,
        "25": -2.7685179710388184,
        "50": -2.7012362480163574,
        "75": -2.6484029293060303,
        "90": -2.6183743476867676,
        "95": -2.6027400493621826,
        "99": -2.554387092590332
      },
      "log_norms_histogram": [
        1,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        1,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        1,
        0,
        1,
        0,
        3,
        0,
        0,
        0,
        0,
        0,
        2,
        1,
        1,
        0,
        0,
        1,
        3,
        1,
        2,
        0,
        1,
        3,
        4,
        3,
        1,
        3,
        0,
        1,
        3,
        2,
        11,
        462
      ],
      "log_norms_bin_edges": [
        -17.346389770507812,
        -17.050304412841797,
        -16.754220962524414,
        -16.4581356048584,
        -16.162052154541016,
        -15.865966796875,
        -15.569881439208984,
        -15.273797035217285,
        -14.977712631225586,
        -14.681628227233887,
        -14.385543823242188,
        -14.089458465576172,
        -13.793374061584473,
        -13.497289657592773,
        -13.201204299926758,
        -12.905119895935059,
        -12.60903549194336,
        -12.31295108795166,
        -12.016866683959961,
        -11.720781326293945,
        -11.424696922302246,
        -11.128612518310547,
        -10.832527160644531,
        -10.536442756652832,
        -10.240358352661133,
        -9.944273948669434,
        -9.648189544677734,
        -9.352104187011719,
        -9.05601978302002,
        -8.75993537902832,
        -8.463850021362305,
        -8.167765617370605,
        -7.871681213378906,
        -7.575596809387207,
        -7.279512405395508,
        -6.983427047729492,
        -6.687342643737793,
        -6.391258239746094,
        -6.095172882080078,
        -5.799088478088379,
        -5.50300407409668,
        -5.2069196701049805,
        -4.910835266113281,
        -4.614749908447266,
        -4.318665504455566,
        -4.022581100463867,
        -3.7264957427978516,
        -3.4304113388061523,
        -3.134326934814453,
        -2.838242530822754,
        -2.5421574115753174
      ],
      "r_inf_mean": 0.2446838617324829,
      "r_inf_median": 0.24244460463523865,
      "pr_mean": NaN,
      "pr_median": NaN,
      "hoyer_mean": 0.6412869095802307,
      "eff_dim_mean": 0.6412868499755859,
      "topk_energy": {
        "1": 0.0604286715388298,
        "5": 0.2617868185043335,
        "10": 0.4206971526145935,
        "25": 0.7217159867286682
      },
      "gamma_raw": 0.12555763125419617,
      "gamma_active": {
        "1e-08": 0.12822242081165314,
        "1e-07": 0.1277475506067276,
        "1e-06": 0.1280759871006012,
        "1e-05": 0.12853336334228516,
        "0.0001": 0.1278732717037201
      },
      "gamma_energy_weighted": {
        "1e-08": 0.1439455302636835,
        "1e-07": 0.1439455302636835,
        "1e-06": 0.1439455302636835,
        "1e-05": 0.1439455302636835,
        "0.0001": 0.1439455302636835
      }
    }
  ]
}