{
  "bp": {
    "log": {
      "train_loss": [
        1.0289972447395326,
        0.5518267907142639,
        0.4511595572471619,
        0.39422388381958007,
        0.44242291359901426,
        0.35389120923280715,
        0.31342196378707887,
        0.3463186399459839,
        0.32175993151664734,
        0.2832035564661026,
        0.2801107416152954,
        0.2918631485939026,
        0.3457958580970764,
        0.3110818340301514,
        0.26716538116931915,
        0.2110436717748642,
        0.21322266802787782,
        0.23035920186042785,
        0.2469690625667572,
        0.20660339014530182,
        0.17914194725751878,
        0.16029981126785278,
        0.2650108504295349,
        0.23070593461990357,
        0.22895147225856782,
        0.1446519785642624,
        0.15114033766984938,
        0.13604806888103485,
        0.14886143884658815,
        0.14153230743408204,
        0.1639685553073883,
        0.1721979957818985,
        0.12600361688137054,
        0.09298437514305115,
        0.0910780445933342,
        0.0859093768119812,
        0.0917577600479126,
        0.11107840504646302,
        0.1042894508600235,
        0.0790501122713089,
        0.060757651767134664,
        0.052207192993164064,
        0.07682168252468109,
        0.08167480888366699,
        0.05967919422090054,
        0.042717813885211946,
        0.04176127468943596,
        0.03670722253918648,
        0.03259751065224409,
        0.030135507690906525,
        0.03625146338418126,
        0.02841401128768921,
        0.03439460081905127,
        0.026802394422888755,
        0.024497890919446944,
        0.023438648000359535,
        0.0227094176530838,
        0.020777325369045137,
        0.019944287514686583,
        0.020628850987553595,
        0.01877836397886276,
        0.019591398665308953,
        0.01804204930663109,
        0.017368639394640922,
        0.01685231066942215,
        0.016730269909650087,
        0.016215140321850778,
        0.016110457883775235,
        0.01567506283596158,
        0.01538568799868226,
        0.015168684274703264,
        0.015022477886080741,
        0.014880986557900905,
        0.014766420166194439,
        0.014667600397765636,
        0.014582521318644286,
        0.014523118747770786,
        0.014479038575291633,
        0.014449081733822823,
        0.01443173177242279
      ],
      "train_acc": [
        0.6277,
        0.7816,
        0.8214,
        0.8428,
        0.8261,
        0.857,
        0.8746,
        0.8661,
        0.8744,
        0.8865,
        0.8865,
        0.882,
        0.8687,
        0.878,
        0.8936,
        0.916,
        0.9192,
        0.908,
        0.9018,
        0.9187,
        0.9326,
        0.9371,
        0.9017,
        0.9109,
        0.9141,
        0.9478,
        0.9455,
        0.9496,
        0.9445,
        0.9454,
        0.9359,
        0.9367,
        0.951,
        0.9693,
        0.9695,
        0.9721,
        0.9683,
        0.9605,
        0.9637,
        0.9745,
        0.9842,
        0.9876,
        0.9748,
        0.9709,
        0.9832,
        0.9909,
        0.9922,
        0.9944,
        0.9957,
        0.9985,
        0.9954,
        0.9975,
        0.9927,
        0.9984,
        0.9985,
        0.999,
        0.9993,
        0.9997,
        0.9997,
        0.9995,
        0.9996,
        0.9995,
        0.9998,
        0.9999,
        0.9999,
        0.9998,
        0.9999,
        0.9999,
        1.0,
        1.0,
        1.0,
        1.0,
        1.0,
        1.0,
        1.0,
        1.0,
        1.0,
        1.0,
        1.0,
        1.0
      ],
      "test_acc": [
        0.7515,
        0.8025,
        0.806,
        0.811,
        0.8295,
        0.834,
        0.8235,
        0.8265,
        0.836,
        0.837,
        0.8325,
        0.8185,
        0.8215,
        0.8335,
        0.8405,
        0.8485,
        0.8455,
        0.8475,
        0.8395,
        0.8535,
        0.838,
        0.8455,
        0.839,
        0.8415,
        0.8415,
        0.8625,
        0.861,
        0.8545,
        0.855,
        0.845,
        0.853,
        0.8455,
        0.8555,
        0.86,
        0.8545,
        0.861,
        0.8545,
        0.86,
        0.8525,
        0.856,
        0.8595,
        0.8595,
        0.854,
        0.858,
        0.854,
        0.8535,
        0.8555,
        0.861,
        0.8625,
        0.858,
        0.8545,
        0.861,
        0.864,
        0.8605,
        0.861,
        0.8605,
        0.8585,
        0.8595,
        0.862,
        0.8635,
        0.8615,
        0.863,
        0.859,
        0.8605,
        0.861,
        0.862,
        0.8605,
        0.862,
        0.8615,
        0.859,
        0.861,
        0.8595,
        0.8605,
        0.8595,
        0.8595,
        0.859,
        0.859,
        0.8585,
        0.8585,
        0.8585
      ]
    },
    "diagnostics": {
      "bp_cosine": [
        0.8657882213592529,
        0.8541754484176636,
        0.8436384201049805,
        0.832263708114624,
        0.8208613991737366,
        0.8122134208679199,
        0.8057717084884644,
        0.8017721176147461,
        0.7986597418785095,
        0.7967146635055542,
        0.7952107787132263,
        0.7936121225357056
      ],
      "perturbation_rho": [
        0.9999991655349731,
        0.9999977350234985,
        0.9999939203262329,
        0.9999861121177673,
        0.9999700784683228,
        0.9999415874481201,
        0.9999051094055176,
        0.9998413324356079,
        0.9998086094856262,
        0.9997647404670715,
        0.9996839165687561,
        0.9996654987335205
      ],
      "nudging": {
        "0.001": [
          -0.04849132150411606,
          -0.02874898351728916,
          -0.017109278589487076,
          -0.010623453184962273,
          -0.007099856156855822,
          -0.00517381401732564,
          -0.004027326591312885,
          -0.003302204655483365,
          -0.002826581709086895,
          -0.0024977410212159157,
          -0.0022658759262412786,
          -0.002098134718835354
        ],
        "0.003": [
          -0.13462388515472412,
          -0.08245518803596497,
          -0.049992166459560394,
          -0.03135458379983902,
          -0.021068472415208817,
          -0.015398472547531128,
          -0.012007322162389755,
          -0.009856492280960083,
          -0.008443145081400871,
          -0.0074646552093327045,
          -0.006774362176656723,
          -0.00627471599727869
        ],
        "0.01": [
          -0.3461707830429077,
          -0.23528623580932617,
          -0.151905819773674,
          -0.0986800491809845,
          -0.06758347898721695,
          -0.04991145431995392,
          -0.039162103086709976,
          -0.032274406403303146,
          -0.02771918475627899,
          -0.024551689624786377,
          -0.02231007255613804,
          -0.020684588700532913
        ]
      }
    }
  },
  "dfa": {
    "log": {
      "train_loss": [
        2.1235100923538206,
        1.1082965564727782,
        0.750099405670166,
        0.6328572737693786,
        0.5875409540176392,
        0.5631556386470795,
        0.5060072989463806,
        0.540234273815155,
        0.5666848608016968,
        0.5682762460708618,
        0.5639706572532653,
        0.5890132635116577,
        0.6135262609481812,
        0.602108911037445,
        0.6072693287372589,
        0.6348110971450805,
        0.7817256136894226,
        0.6661777521133423,
        0.6966238568305969,
        0.7440887294769287,
        0.7967543980598449,
        0.7141374285697937,
        0.7286955251693725,
        0.7677665306091308,
        0.9173848634719849,
        0.7543825769424438,
        0.7648948078155517,
        0.7503327812194824,
        0.7647949110984802,
        0.7902673944473266,
        0.9369182168960571,
        0.8630489279747009,
        0.7868163341522216,
        0.7187879699707032,
        0.7061111800193787,
        0.7407430360794067,
        0.6999222482681274,
        0.7179792369842529,
        0.7611988479614258,
        0.9336099584102631,
        0.7458975120544433,
        0.7050964839935303,
        0.7907829219818115,
        0.8120410600662231,
        0.8178721930742264,
        0.8078300096511841,
        0.7027412726402282,
        0.7329458427906036,
        0.738685355424881,
        0.7487446063995361,
        0.7514049421310425,
        0.730554404258728,
        0.7941344120979309,
        0.7334264843940735,
        0.6445084705352783,
        0.6251215059280395,
        0.6134120052337646,
        0.649115455532074,
        0.633389378452301,
        0.6228324326515198,
        0.611019660949707,
        0.6410484097003937,
        0.5912066791534424,
        0.5904429639816284,
        0.6285253910064698,
        0.5794477666854858,
        0.5771131004333496,
        0.5889648357391357,
        0.5780286474227905,
        0.5594178355693817,
        0.5606797921180725,
        0.5604514053821563,
        0.5562048003673553,
        0.5510331042289733,
        0.5497398493766784,
        0.545871854686737,
        0.5429510949134827,
        0.5423210851669311,
        0.5398131627082825,
        0.5393634226799011
      ],
      "train_acc": [
        0.2323,
        0.596,
        0.7208,
        0.7599,
        0.7788,
        0.7874,
        0.8057,
        0.8007,
        0.7918,
        0.7962,
        0.7997,
        0.8031,
        0.8048,
        0.8065,
        0.8051,
        0.8065,
        0.7841,
        0.8036,
        0.8097,
        0.7995,
        0.7896,
        0.8078,
        0.8071,
        0.8026,
        0.7855,
        0.8111,
        0.8127,
        0.8163,
        0.8174,
        0.8154,
        0.791,
        0.8028,
        0.8168,
        0.8281,
        0.8279,
        0.8255,
        0.8283,
        0.8251,
        0.8235,
        0.8042,
        0.8284,
        0.8306,
        0.8251,
        0.8193,
        0.8153,
        0.8206,
        0.8358,
        0.8319,
        0.8309,
        0.8326,
        0.8313,
        0.8342,
        0.8227,
        0.8297,
        0.8425,
        0.8437,
        0.8475,
        0.8429,
        0.8449,
        0.846,
        0.8498,
        0.8461,
        0.8488,
        0.8512,
        0.8447,
        0.8533,
        0.8547,
        0.8538,
        0.8497,
        0.8569,
        0.8574,
        0.8529,
        0.8559,
        0.8562,
        0.8583,
        0.8588,
        0.8603,
        0.8591,
        0.86,
        0.86
      ],
      "test_acc": [
        0.4615,
        0.655,
        0.702,
        0.7135,
        0.721,
        0.7235,
        0.7425,
        0.7335,
        0.7075,
        0.7205,
        0.7285,
        0.7125,
        0.737,
        0.756,
        0.72,
        0.708,
        0.72,
        0.6935,
        0.7225,
        0.7035,
        0.731,
        0.7365,
        0.757,
        0.6705,
        0.74,
        0.7185,
        0.7655,
        0.725,
        0.741,
        0.7335,
        0.728,
        0.6915,
        0.7585,
        0.7555,
        0.7625,
        0.755,
        0.7535,
        0.7325,
        0.7505,
        0.7705,
        0.7305,
        0.763,
        0.7435,
        0.7545,
        0.726,
        0.741,
        0.7665,
        0.756,
        0.7335,
        0.7705,
        0.7425,
        0.7435,
        0.7435,
        0.772,
        0.789,
        0.773,
        0.776,
        0.7705,
        0.776,
        0.782,
        0.784,
        0.783,
        0.779,
        0.78,
        0.7885,
        0.786,
        0.78,
        0.7735,
        0.789,
        0.7865,
        0.7915,
        0.7865,
        0.7925,
        0.7905,
        0.784,
        0.79,
        0.789,
        0.7905,
        0.79,
        0.791
      ]
    },
    "diagnostics": {
      "bp_cosine": [
        0.023988625034689903,
        0.0961650088429451,
        0.10208466649055481,
        0.07022920250892639,
        0.09604307264089584,
        0.07800711691379547,
        0.08064866811037064,
        0.015484225004911423,
        0.04617477208375931,
        0.10530653595924377,
        0.06217034161090851,
        0.07844939827919006
      ],
      "perturbation_rho": [
        -0.021668296307325363,
        0.13302525877952576,
        0.14676621556282043,
        0.11482817679643631,
        0.09230026602745056,
        0.15572097897529602,
        0.084853395819664,
        0.06741442531347275,
        0.09585727006196976,
        0.17402535676956177,
        0.1249062716960907,
        0.10308724641799927
      ],
      "nudging": {
        "0.001": [
          -0.0014991102507337928,
          -0.0009640245698392391,
          -0.0004538548528216779,
          -0.00034582847729325294,
          -0.00034230330493301153,
          -0.0003880904405377805,
          -0.00031353221856988966,
          -0.00012767358566634357,
          -0.0002463337150402367,
          -0.0004554776242002845,
          -0.00027469650376588106,
          -0.00030673964647576213
        ],
        "0.003": [
          -0.004409522749483585,
          -0.002890376141294837,
          -0.0013566706329584122,
          -0.0010372062679380178,
          -0.001026148907840252,
          -0.001161768101155758,
          -0.0009411850478500128,
          -0.0003798047546297312,
          -0.0007346655474975705,
          -0.001363673829473555,
          -0.0008243860211223364,
          -0.0009191210265271366
        ],
        "0.01": [
          -0.013704460114240646,
          -0.009605048224329948,
          -0.004514003172516823,
          -0.00345102627761662,
          -0.003412249032407999,
          -0.0038682736922055483,
          -0.0031317053362727165,
          -0.0012646813411265612,
          -0.002444072160869837,
          -0.004538315813988447,
          -0.0027466074097901583,
          -0.0030584305059164762
        ]
      }
    }
  },
  "state_bridge": {
    "log": {
      "train_loss": [
        1.807085013961792,
        1.102435264968872,
        0.8967913342475891,
        0.8658248983383179,
        1.0182812132835388,
        0.9767744832992554,
        0.9880819606781006,
        1.035093484020233,
        1.0461988681793213,
        1.0764453081130982,
        1.1296374977111816,
        1.1917438926696777,
        1.222821136856079,
        1.174761890888214,
        1.14142276802063,
        1.1630746793746949,
        1.0981647139549255,
        1.1113210584640503,
        1.151859906578064,
        1.1268991245269775,
        1.1279105222702026,
        1.1556508625030517,
        1.1305137939453125,
        1.185821006011963,
        1.138044129371643,
        1.1439549321651459,
        1.1212958415985108,
        1.0799880672454834,
        1.0542625444412232,
        1.0640178268432616,
        1.10920906085968,
        1.1122959064483642,
        1.0692581912994386,
        1.0431142856597901,
        1.0079946722984314,
        1.004625850868225,
        0.9657065452575684,
        0.987287603187561,
        0.9696861606597901,
        0.9506798803329468,
        0.9282126628875732,
        0.927169044971466,
        0.8895869630813599,
        0.9118406322479248,
        0.880739783000946,
        0.8995118801116944,
        0.9030367485046387,
        0.8806243282318115,
        0.859384224319458,
        0.8554368983268738,
        0.8580255534172058,
        0.8396073943138123,
        0.8226373916625976,
        0.8179270943164826,
        0.8061285870552063,
        0.8003266729354859,
        0.7872838403701782,
        0.7727557550430297,
        0.7704776877403259,
        0.7667377745628357,
        0.7585975839614868,
        0.7477805254936218,
        0.7369667429924012,
        0.7361846633911133,
        0.7324250010490417,
        0.7300120206832885,
        0.7282338066101074,
        0.7252779340744019,
        0.7199260646820068,
        0.7161426591873169,
        0.7162261745452881,
        0.7125815645217896,
        0.7121326784133911,
        0.712986146068573,
        0.7102373764991761,
        0.709166716003418,
        0.7090627272605896,
        0.7080635800361633,
        0.7075329236984252,
        0.7072855897903443
      ],
      "train_acc": [
        0.3632,
        0.6056,
        0.6822,
        0.7026,
        0.6763,
        0.6838,
        0.6698,
        0.6532,
        0.6384,
        0.6301,
        0.6145,
        0.5902,
        0.5922,
        0.6063,
        0.6007,
        0.6007,
        0.6167,
        0.6197,
        0.6073,
        0.6184,
        0.6022,
        0.5992,
        0.6109,
        0.5973,
        0.6053,
        0.6094,
        0.606,
        0.6251,
        0.6317,
        0.6342,
        0.6262,
        0.6251,
        0.6305,
        0.6374,
        0.6449,
        0.6433,
        0.6553,
        0.6504,
        0.6565,
        0.6661,
        0.6722,
        0.675,
        0.6841,
        0.6819,
        0.6916,
        0.689,
        0.6844,
        0.6898,
        0.697,
        0.6968,
        0.6992,
        0.7051,
        0.7069,
        0.7039,
        0.7086,
        0.7106,
        0.7106,
        0.7148,
        0.7182,
        0.7197,
        0.7222,
        0.7262,
        0.7283,
        0.7306,
        0.7298,
        0.7304,
        0.7295,
        0.7306,
        0.7326,
        0.7349,
        0.7313,
        0.7338,
        0.7356,
        0.7332,
        0.7336,
        0.7353,
        0.7341,
        0.7366,
        0.7364,
        0.7364
      ],
      "test_acc": [
        0.5135,
        0.618,
        0.6695,
        0.6515,
        0.6515,
        0.6315,
        0.6225,
        0.6055,
        0.5995,
        0.584,
        0.5585,
        0.557,
        0.551,
        0.5605,
        0.5265,
        0.599,
        0.558,
        0.551,
        0.563,
        0.5645,
        0.57,
        0.577,
        0.563,
        0.546,
        0.5685,
        0.571,
        0.588,
        0.5825,
        0.6095,
        0.585,
        0.5855,
        0.604,
        0.5945,
        0.587,
        0.5875,
        0.62,
        0.6,
        0.6235,
        0.627,
        0.64,
        0.633,
        0.641,
        0.6375,
        0.6475,
        0.6465,
        0.633,
        0.648,
        0.6575,
        0.654,
        0.639,
        0.6655,
        0.6525,
        0.6625,
        0.662,
        0.6645,
        0.666,
        0.6765,
        0.67,
        0.674,
        0.678,
        0.681,
        0.6715,
        0.674,
        0.6805,
        0.674,
        0.678,
        0.6785,
        0.684,
        0.6795,
        0.6855,
        0.6845,
        0.685,
        0.6815,
        0.682,
        0.684,
        0.681,
        0.68,
        0.6825,
        0.684,
        0.684
      ],
      "state_pred_error": [
        0.6512474334239959,
        0.23058344020843505,
        0.1896287111759186,
        0.18471159949302673,
        0.18485726273059844,
        0.1737810070514679,
        0.16258639628887175,
        0.16076858344078063,
        0.15332085819244384,
        0.14920532870292663,
        0.14722106504440308,
        0.14300990376472472,
        0.1492370625972748,
        0.1439142399072647,
        0.12816479614973067,
        0.1202324061870575,
        0.117945645570755,
        0.11019849457740784,
        0.10783304533958435,
        0.10931210429668427,
        0.10170301874876023,
        0.09073063535690308,
        0.08647769033908843,
        0.08548861846923828,
        0.08252622492313386,
        0.08297095057964325,
        0.08413988354206085,
        0.08291892770528793,
        0.08127011013031006,
        0.08014206212759017,
        0.07530246855020523,
        0.07383085484504699,
        0.07433314504027366,
        0.07500043790340423,
        0.06373311177492141,
        0.053063148951530456,
        0.04655604932308197,
        0.04248758298754692,
        0.039597957611083985,
        0.03774079847335816,
        0.036414392232894895,
        0.036177867931127546,
        0.03710191646814346,
        0.03799050847887993,
        0.03865900856852531,
        0.03986500010490417,
        0.04025968971848488,
        0.04023946278095245,
        0.03935071052908897,
        0.038617061150074,
        0.03697362271547318,
        0.03568208778500557,
        0.03376017547249794,
        0.03194519720077515,
        0.03046695657968521,
        0.028837302082777024,
        0.026821034044027327,
        0.025166314297914504,
        0.023858547830581667,
        0.022523800045251847,
        0.02142890711426735,
        0.02049182191491127,
        0.019461944046616553,
        0.018724638411402702,
        0.018098203578591345,
        0.017532397788763046,
        0.017125102549791337,
        0.016625906114280223,
        0.016127729009091853,
        0.0156772187769413,
        0.01534948223233223,
        0.01498309828042984,
        0.014769109533727169,
        0.014400660943984985,
        0.014128298926353455,
        0.013869472323358058,
        0.013623444560170174,
        0.013534102323651313,
        0.013178734815120698,
        0.012914137981832028
      ]
    },
    "diagnostics": {
      "bp_cosine": [
        0.7669721841812134,
        0.3159201741218567,
        0.12931227684020996,
        0.11285121738910675,
        0.11607236415147781,
        0.09898597002029419,
        0.08882047981023788,
        0.08661012351512909,
        0.08416090905666351,
        0.07891363650560379,
        0.08571723103523254,
        0.07797139883041382
      ],
      "perturbation_rho": [
        0.6671731472015381,
        0.26826971769332886,
        0.10340800136327744,
        0.06843797862529755,
        0.0669264942407608,
        0.08176875114440918,
        0.10683348774909973,
        0.06641782820224762,
        0.09755225479602814,
        0.04477599635720253,
        0.0847611278295517,
        0.05422855541110039
      ],
      "nudging": {
        "0.001": [
          -0.020674603059887886,
          -0.0009852666407823563,
          -0.00032257993007078767,
          -0.00028019698220305145,
          -0.00029603225993923843,
          -0.0002484910364728421,
          -0.00022453245765063912,
          -0.0002270418481202796,
          -0.0002228383964393288,
          -0.00021279064822010696,
          -0.00022745912428945303,
          -0.00021358227240853012
        ],
        "0.003": [
          -0.06080744415521622,
          -0.0029529533348977566,
          -0.000967606611084193,
          -0.0008409440633840859,
          -0.0008881675312295556,
          -0.0007449040422216058,
          -0.000672660768032074,
          -0.0006811338244006038,
          -0.000667730113491416,
          -0.0006377690588124096,
          -0.0006822676514275372,
          -0.0006406885222531855
        ],
        "0.01": [
          -0.18878120183944702,
          -0.009807860478758812,
          -0.003219514386728406,
          -0.0027990485541522503,
          -0.0029557342641055584,
          -0.002479594200849533,
          -0.0022394107654690742,
          -0.0022681057453155518,
          -0.0022236446384340525,
          -0.0021239176858216524,
          -0.002271223347634077,
          -0.0021332399919629097
        ]
      },
      "state_pred_error_per_layer": [
        11168.2578125,
        8443.55078125,
        4301.74609375,
        3486.31884765625,
        3134.353515625,
        2733.8369140625,
        2666.431640625,
        2571.673095703125,
        2489.172119140625,
        2732.81298828125,
        3179.04296875,
        3116.75927734375
      ]
    }
  },
  "credit_bridge": {
    "log": {
      "train_loss": [
        2.1315750801086426,
        1.1275678437232972,
        0.7608565049171447,
        0.6336094784736633,
        0.5893053354263306,
        0.5536110488414765,
        0.5473899070739746,
        0.5555015350341796,
        0.5377608227729798,
        0.5654601648330688,
        0.5768093711853027,
        0.5968125733375549,
        0.5762377287864685,
        0.6280837037563324,
        0.6525607712745667,
        0.6160441763401031,
        0.6452989727020264,
        0.6671710391998291,
        0.7498049283504487,
        0.7619616928100585,
        0.8783720811843873,
        0.8115640605926514,
        0.8540671677589416,
        0.9438815314292908,
        1.0194129499912261,
        1.3004956233024598,
        1.208273486328125,
        1.1028277763366698,
        0.9904912512779236,
        1.0831217368125916,
        1.6056551074981689,
        1.5679107995986938,
        1.3498116270065308,
        1.2021915550231934,
        1.233414642238617,
        1.173053926086426,
        1.244126808643341,
        1.2047833410263062,
        1.3103191875457765,
        1.450556330871582,
        1.338700449371338,
        1.394380598449707,
        1.3369567630767822,
        1.3830016635894775,
        1.4491120206832886,
        1.355772504043579,
        1.4613750009536743,
        1.3933008644104004,
        1.4618995168685913,
        1.4758007205963135,
        1.3685514781951904,
        1.3153245384216308,
        1.376934875679016,
        1.3746307342529296,
        1.379645304107666,
        1.3670798933029176,
        1.3901595281600951,
        1.4185121158599854,
        1.4470027433395385,
        1.5002961723327637,
        1.5068544860839843,
        1.5301587196350097,
        1.513092244720459,
        1.5387826145172119,
        1.5067788402557374,
        1.4915789882659911,
        1.4699815629959105,
        1.4490281288146973,
        1.4375888122558593,
        1.4150205673217773,
        1.400378854084015,
        1.3909439609527587,
        1.3824152030944825,
        1.3735420917510985,
        1.3697484756469727,
        1.366435227203369,
        1.3618904499053954,
        1.3581113803863525,
        1.356816044807434,
        1.3559203275680543
      ],
      "train_acc": [
        0.224,
        0.5908,
        0.7109,
        0.7607,
        0.7744,
        0.794,
        0.79,
        0.7914,
        0.8039,
        0.802,
        0.8029,
        0.801,
        0.8075,
        0.8013,
        0.7967,
        0.8075,
        0.8041,
        0.8037,
        0.7932,
        0.7959,
        0.7755,
        0.7864,
        0.78,
        0.7553,
        0.7388,
        0.7019,
        0.7005,
        0.7057,
        0.7206,
        0.698,
        0.6358,
        0.6414,
        0.6436,
        0.6583,
        0.6537,
        0.6534,
        0.6344,
        0.6334,
        0.6075,
        0.585,
        0.6124,
        0.5768,
        0.5856,
        0.5795,
        0.5786,
        0.5889,
        0.5765,
        0.5842,
        0.5754,
        0.5733,
        0.5886,
        0.5993,
        0.578,
        0.5823,
        0.5771,
        0.589,
        0.5874,
        0.5864,
        0.5841,
        0.581,
        0.5822,
        0.5828,
        0.5828,
        0.5829,
        0.585,
        0.5876,
        0.591,
        0.5893,
        0.5924,
        0.5971,
        0.5978,
        0.5993,
        0.5975,
        0.5989,
        0.6019,
        0.5996,
        0.6014,
        0.6027,
        0.6026,
        0.6024
      ],
      "test_acc": [
        0.4435,
        0.637,
        0.691,
        0.7055,
        0.742,
        0.723,
        0.724,
        0.698,
        0.71,
        0.7455,
        0.7285,
        0.727,
        0.7385,
        0.7515,
        0.734,
        0.736,
        0.7215,
        0.719,
        0.7625,
        0.697,
        0.724,
        0.7325,
        0.711,
        0.701,
        0.667,
        0.6085,
        0.6425,
        0.637,
        0.6435,
        0.488,
        0.5185,
        0.5225,
        0.5955,
        0.617,
        0.612,
        0.5595,
        0.554,
        0.5335,
        0.539,
        0.5405,
        0.4145,
        0.5155,
        0.524,
        0.4825,
        0.5755,
        0.477,
        0.5435,
        0.4805,
        0.4845,
        0.5665,
        0.5725,
        0.494,
        0.5165,
        0.55,
        0.538,
        0.5355,
        0.5435,
        0.5345,
        0.5575,
        0.561,
        0.556,
        0.563,
        0.564,
        0.56,
        0.562,
        0.572,
        0.568,
        0.557,
        0.564,
        0.574,
        0.5685,
        0.5775,
        0.563,
        0.568,
        0.5705,
        0.572,
        0.572,
        0.5725,
        0.572,
        0.571
      ],
      "value_loss": [
        2.9138871958732606,
        1.1022631580352784,
        0.9319236121177673,
        0.7978519012451172,
        0.7577287331581116,
        0.7042515501976013,
        0.6586682022094726,
        0.7588884521484375,
        0.7518065408706665,
        0.8810499990463256,
        0.9755400789260864,
        1.0526361764431,
        1.0445400088310242,
        1.252692174434662,
        1.3889376731872558,
        1.300380541419983,
        1.3794576427936553,
        1.4253910701751709,
        1.9810868307113647,
        2.194575175476074,
        3.0307659772872926,
        2.4067670707702638,
        2.5513597805023194,
        2.7336216793060304,
        3.053514086151123,
        4.7302221481323246,
        3.3925644401550294,
        2.775765018463135,
        2.221942966938019,
        2.2246411628723144,
        5.384357067489624,
        5.233831034374237,
        3.163105836868286,
        2.1542870338439943,
        2.1550992218017577,
        2.6656919672012327,
        2.002714876174927,
        1.74481948928833,
        1.8624648433685302,
        2.076787268447876,
        1.8710257823944092,
        1.958513571166992,
        1.649655185508728,
        1.6125932949066162,
        2.0081273155212402,
        1.4420139938354493,
        1.8238695256233215,
        1.6240278913497925,
        1.8388916667938233,
        1.5901467416763306,
        1.4791289331436157,
        1.3453978649139404,
        1.297918366909027,
        1.200528673171997,
        1.2604325717926026,
        1.2986903020858764,
        1.3409297351837157,
        1.3383622268676758,
        1.5519800048828125,
        1.4891740257263184,
        1.6088176250457764,
        1.7245799392700196,
        1.7291366215705872,
        1.5569227603912354,
        1.5849707220077516,
        1.453390936088562,
        1.4432776542663575,
        1.4676635822296142,
        1.273773190689087,
        1.1522198958158494,
        1.3450853576660156,
        1.1712487615585327,
        1.1006177734375,
        1.117146457862854,
        1.159826749610901,
        1.040153635787964,
        1.0537519412994385,
        0.9792304852485657,
        1.0188624217987061,
        0.95497522315979
      ],
      "term_loss": [
        1.6808870628356933,
        0.8418537575721741,
        0.7667020098686218,
        0.6550530954360962,
        0.6069779561758042,
        0.5468185155630112,
        0.4998374924182892,
        0.6111144859313965,
        0.6096799449920655,
        0.7287877419471741,
        0.8274648229598999,
        0.8995155854701996,
        0.9002441462039947,
        1.097049927520752,
        1.2271722087860106,
        1.1485843418121338,
        1.2233097215652466,
        1.26716976146698,
        1.7900210740089417,
        1.9460071144104003,
        2.6685218320846555,
        2.036626290512085,
        2.1439288049697875,
        2.35301021528244,
        2.6526825618743897,
        4.199914279556275,
        2.894145081329346,
        2.3209693365097044,
        1.8253290235519408,
        1.8232774297714234,
        4.733495523166656,
        4.460964757013321,
        2.59017871131897,
        1.7353513706207275,
        1.7227497034072876,
        2.170975755023956,
        1.5856938004493712,
        1.3557625965118407,
        1.4581338554382324,
        1.65160093460083,
        1.460218872833252,
        1.5324822853088378,
        1.2387194828033448,
        1.1904955023765564,
        1.5343577083587647,
        1.0203948043823243,
        1.3787709797382355,
        1.1686672458648681,
        1.3607313781142234,
        1.164192317056656,
        1.0531481260299682,
        0.9685713556289672,
        0.9191585310459137,
        0.8289684215545654,
        0.8956387975692749,
        0.9272360958099365,
        0.9794390370845795,
        0.9855687606811523,
        1.181628607749939,
        1.123434832572937,
        1.2307934044837952,
        1.335347871017456,
        1.3480947745800018,
        1.1828620002746582,
        1.2076996083259584,
        1.0852937175512314,
        1.0779944334030152,
        1.0861511331558227,
        0.9256630334854126,
        0.8190074906170368,
        0.9839356534004211,
        0.8315309607505799,
        0.7704235172271728,
        0.7783107600212097,
        0.8086720629692078,
        0.7087357486724853,
        0.7182173488616943,
        0.6559986435174942,
        0.6836358494758606,
        0.6288936994552612
      ],
      "bridge_loss": [
        0.9492729762485367,
        0.05790521508902311,
        0.008084059101343155,
        0.0038914968118071557,
        0.014953732180595397,
        0.026874115404486656,
        0.025175111523270607,
        0.013569228036701679,
        0.011279044309258461,
        0.015361159473657609,
        0.010007666802406312,
        0.010759075009822846,
        0.008863374817371369,
        0.010565215808153153,
        0.01431704029738903,
        0.01245639272481203,
        0.011864153837412596,
        0.013191274722665548,
        0.036286889004707334,
        0.08858205670118333,
        0.1876173447370529,
        0.2052448028087616,
        0.23761723659038544,
        0.19063645343780516,
        0.19986087894439697,
        0.2954687296628952,
        0.2650281882286072,
        0.22584694170951844,
        0.18357310107946395,
        0.17081516757011414,
        0.3614925577163696,
        0.48578131484985354,
        0.29585003600120546,
        0.16319083409309387,
        0.16577295184135438,
        0.23821018815040587,
        0.14544457584619522,
        0.11933779344558716,
        0.1195192194223404,
        0.12099922590255738,
        0.11734530322551727,
        0.1201287920832634,
        0.11132868221998214,
        0.12015857456922531,
        0.16084424114227294,
        0.12574590224027635,
        0.12926621383428574,
        0.15031628198623656,
        0.16125666260719299,
        0.10902463984489441,
        0.12337167377471923,
        0.0837235963344574,
        0.07390378758907318,
        0.06712040519714356,
        0.05870588574409485,
        0.07018440127372742,
        0.05867706568241119,
        0.047857114362716675,
        0.0606671004652977,
        0.05209314270019531,
        0.06518135804533959,
        0.07501878665685653,
        0.06833717626929284,
        0.06045493056178093,
        0.06650661500692368,
        0.060288525009155276,
        0.06200537823438644,
        0.07822481272220612,
        0.04460304388999939,
        0.03354956085383892,
        0.0633296797245741,
        0.04248417546153069,
        0.03512862289845944,
        0.04510229033231735,
        0.05826025112867356,
        0.03656574003100395,
        0.04282294084429741,
        0.03138661871179938,
        0.043345933312177655,
        0.0344168305516243
      ],
      "tgrad_loss": [
        0.2837271708488464,
        0.20250418248176574,
        0.1571375395655632,
        0.13890730676651,
        0.13579704699516296,
        0.13055892231464386,
        0.1336555983543396,
        0.13420473737716676,
        0.1308475558042526,
        0.13690110483169557,
        0.13806758637428285,
        0.14236151192188262,
        0.13543248913288117,
        0.14507703199386596,
        0.14744842977523803,
        0.1393398109436035,
        0.14428377581238747,
        0.14503003504276277,
        0.1547788742184639,
        0.1599859984397888,
        0.17462680044174195,
        0.16489596152305602,
        0.1698137484550476,
        0.1899749903678894,
        0.20097066857814788,
        0.2348391308784485,
        0.23339117636680604,
        0.22894872980117797,
        0.21304085222482683,
        0.2305485824584961,
        0.28936895632743836,
        0.28708498154878614,
        0.2770771013736725,
        0.2557448182106018,
        0.2665765688657761,
        0.2565060169696808,
        0.2715765025138855,
        0.2697190866470337,
        0.2848117718219757,
        0.3041871148586273,
        0.2934616066932678,
        0.3059024829864502,
        0.29960701389312744,
        0.30193921012878416,
        0.3129253786087036,
        0.29587329483032226,
        0.31583235063552856,
        0.305044357919693,
        0.31690361921787263,
        0.31692978138923644,
        0.3026091367721558,
        0.29310291533470156,
        0.30485604639053343,
        0.30443984775543215,
        0.30608788843154905,
        0.3012698002338409,
        0.302813631105423,
        0.3049363513946533,
        0.30968429160118105,
        0.3136460470676422,
        0.3128428608894348,
        0.31421328043937685,
        0.31270467071533203,
        0.31360582246780394,
        0.3107645062446594,
        0.30780868940353395,
        0.30327784061431884,
        0.30328763818740845,
        0.3035071188926697,
        0.29966285078525545,
        0.29782002868652346,
        0.29723363511562345,
        0.29506562762260435,
        0.29373341407775877,
        0.2928944456100464,
        0.29485214648246766,
        0.29271164841651914,
        0.29184522535800933,
        0.2918806325912476,
        0.2916646807193756
      ]
    },
    "diagnostics": {
      "bp_cosine": [
        0.009321734309196472,
        0.04962325841188431,
        0.06880976259708405,
        0.07808464020490646,
        0.08887439966201782,
        0.0946938544511795,
        0.09941184520721436,
        0.09979166835546494,
        0.10197117179632187,
        0.10147081315517426,
        0.09914548695087433,
        0.0936545580625534
      ],
      "perturbation_rho": [
        -0.0036096302792429924,
        0.0626683160662651,
        0.10237888991832733,
        0.12722331285476685,
        0.138666570186615,
        0.14094725251197815,
        0.1720128357410431,
        0.18820315599441528,
        0.1971924901008606,
        0.19901405274868011,
        0.18742212653160095,
        0.1956271380186081
      ],
      "nudging": {
        "0.001": [
          -0.000869398470968008,
          -0.00042921488056890666,
          -0.0005759936757385731,
          -0.0006805005250498652,
          -0.0007694564992561936,
          -0.0008467672159895301,
          -0.0008808936108835042,
          -0.0009030184592120349,
          -0.0009463174501433969,
          -0.000948121421970427,
          -0.0009286807617172599,
          -0.000908168382011354
        ],
        "0.003": [
          -0.00256392196752131,
          -0.0012864901218563318,
          -0.0017271814867854118,
          -0.002043036511167884,
          -0.0023080133832991123,
          -0.002536242129281163,
          -0.002642394509166479,
          -0.00270812027156353,
          -0.0028397280257195234,
          -0.002845325041562319,
          -0.0027879015542566776,
          -0.0027260873466730118
        ],
        "0.01": [
          -0.00799381174147129,
          -0.0042757005430758,
          -0.005744780879467726,
          -0.006799482740461826,
          -0.0076793828047811985,
          -0.008442584425210953,
          -0.008797119371592999,
          -0.009013657458126545,
          -0.009450232610106468,
          -0.009471941739320755,
          -0.009278533980250359,
          -0.009069977328181267
        ]
      }
    }
  }
}