{
  "author_history": "/scratch/yurenh2/sdil-contrastive-bias/dualprop/runs/dp-bias-c1-s1993-same-path-clean/2026_08_06_15_27_51/hist.npy",
  "command": [
    "/scratch/yurenh2/venvs/dualprop/bin/python",
    "train.py",
    "--model",
    "miniCNN",
    "--dataset",
    "cifar10",
    "--num-epochs",
    "130",
    "--batch-size",
    "100",
    "--learning-rate",
    "0.025",
    "--learning-rate-final",
    "2e-6",
    "--warmup-learning-rate",
    "0.001",
    "--warmup-epochs",
    "10",
    "--decay-epochs",
    "120",
    "--momentum",
    "0.9",
    "--weight-decay",
    "5e-4",
    "--dtype",
    "float32",
    "--param-dtype",
    "float32",
    "--percent-train",
    "90",
    "--percent-val",
    "10",
    "--seeds",
    "1993",
    "--feedback-seed",
    "1729",
    "--gradient-diagnostics",
    "none",
    "--spectral-diagnostics",
    "none",
    "--test-policy",
    "none",
    "--early-stop-policy",
    "none",
    "--learning-algorithm",
    "dualprop-lagr-ff",
    "--experiment-name",
    "dp-bias-c1-s1993-same-path-clean",
    "--optimizer-schedule",
    "author",
    "--loss",
    "sce",
    "--alpha",
    "0.0",
    "--beta",
    "0.1",
    "--inference-sequence",
    "fwK",
    "--inference-passes-nudged",
    "16",
    "--dp-bias-kind",
    "common",
    "--dp-bias-rule",
    "raw",
    "--dp-bias-ratio",
    "4.0",
    "--dp-bias-seed",
    "6100",
    "--dp-bias-calibration-examples",
    "64"
  ],
  "completed_unix_time": 1786049427.9778607,
  "condition": "same_path_clean",
  "driver_wall_seconds": 1365.1172964572906,
  "experiment_name": "dp-bias-c1-s1993-same-path-clean",
  "hardware": {
    "cuda_visible_devices": "5",
    "memory_total_mib": 8192,
    "name": "NVIDIA GeForce GTX 1080",
    "physical_index": 5,
    "uuid": "GPU-f4aed756-228e-7522-94e7-fb543c02cc74"
  },
  "history": {
    "best_epoch": 109,
    "best_validation_accuracy": 83.13999938964844,
    "curves": {
      "instruction_observations_for_predictor": [
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0
      ],
      "maximum_used_clean_difference_relative_error": [
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0
      ],
      "neutral_observations": [
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0,
        100.0
      ],
      "post_bias_raw_bias_rms_ratio": [
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0
      ],
      "raw_bias_clean_difference_rms_ratio": [
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0
      ],
      "train_accuracy": [
        39.03333282470703,
        51.12666702270508,
        56.88666534423828,
        59.171112060546875,
        62.122222900390625,
        63.00222396850586,
        64.13999938964844,
        64.45333099365234,
        65.00666809082031,
        64.9977798461914,
        65.40888977050781,
        66.3822250366211,
        66.43777465820312,
        67.1066665649414,
        67.46666717529297,
        67.65777587890625,
        68.2844467163086,
        68.72222137451172,
        68.88888549804688,
        69.10444641113281,
        69.37555694580078,
        69.3933334350586,
        69.88444519042969,
        69.60221862792969,
        70.16444396972656,
        69.96666717529297,
        70.44222259521484,
        70.78221893310547,
        70.87999725341797,
        71.02889251708984,
        70.94444274902344,
        71.43555450439453,
        71.54222106933594,
        71.96444702148438,
        71.82221984863281,
        71.70222473144531,
        72.07555389404297,
        72.27555847167969,
        72.2911148071289,
        72.82444763183594,
        72.75111389160156,
        72.9000015258789,
        73.23777770996094,
        73.05777740478516,
        72.7955551147461,
        72.97110748291016,
        73.54000091552734,
        73.24444580078125,
        73.6933364868164,
        73.98666381835938,
        74.2044448852539,
        74.45777893066406,
        74.70222473144531,
        74.33555603027344,
        74.82666778564453,
        74.65110778808594,
        74.9888916015625,
        75.01555633544922,
        75.31111145019531,
        75.74888610839844,
        75.6066665649414,
        75.66889190673828,
        76.02444458007812,
        76.40666961669922,
        76.58000183105469,
        76.42888641357422,
        76.7155532836914,
        76.67778015136719,
        76.62666320800781,
        76.94000244140625,
        77.36444091796875,
        77.22666931152344,
        77.63111114501953,
        77.7844467163086,
        77.8022232055664,
        78.1177749633789,
        78.52444458007812,
        78.42444610595703,
        78.60888671875,
        78.73332977294922,
        79.0888900756836,
        78.65110778808594,
        79.5111083984375,
        79.65555572509766,
        79.46666717529297,
        79.78666687011719,
        79.68888854980469,
        79.81777954101562,
        80.1177749633789,
        80.55110931396484,
        80.86888885498047,
        80.83333587646484,
        80.74444580078125,
        81.34444427490234,
        81.086669921875,
        81.4022216796875,
        81.56666564941406,
        81.54666900634766,
        81.6977767944336,
        82.24444580078125,
        82.33110809326172,
        82.36666870117188,
        82.586669921875,
        82.5199966430664,
        82.76667022705078,
        82.913330078125,
        83.05555725097656,
        82.98666381835938,
        83.11555480957031,
        83.22444152832031,
        83.30000305175781,
        83.4000015258789,
        83.34222412109375,
        83.76000213623047,
        83.77111053466797,
        83.79777526855469,
        83.68000030517578,
        83.8822250366211,
        83.72888946533203,
        83.55999755859375,
        83.66222381591797,
        83.804443359375,
        83.68000030517578,
        83.8022232055664,
        83.65555572509766,
        83.84666442871094,
        83.78666687011719,
        83.77111053466797,
        83.695556640625,
        83.65555572509766
      ],
      "train_loss": [
        1.7000839710235596,
        1.373095154762268,
        1.2262080907821655,
        1.1616591215133667,
        1.0888060331344604,
        1.0650906562805176,
        1.0325257778167725,
        1.0175657272338867,
        1.0083578824996948,
        1.0164644718170166,
        1.0046974420547485,
        0.9783493280410767,
        0.9773707985877991,
        0.9548384547233582,
        0.9420261383056641,
        0.9369285702705383,
        0.9178980588912964,
        0.9131066799163818,
        0.9093858599662781,
        0.8992770910263062,
        0.8950701355934143,
        0.8921999931335449,
        0.8777867555618286,
        0.8781314492225647,
        0.867710292339325,
        0.8754575848579407,
        0.8620593547821045,
        0.8539872169494629,
        0.8470793962478638,
        0.8461573719978333,
        0.8444457054138184,
        0.8338941335678101,
        0.8278148770332336,
        0.8209227919578552,
        0.8239793181419373,
        0.8221532702445984,
        0.8150126338005066,
        0.8115898966789246,
        0.8084121346473694,
        0.7950347065925598,
        0.7920762896537781,
        0.7932682037353516,
        0.7788863182067871,
        0.7818238735198975,
        0.796080470085144,
        0.7781564593315125,
        0.7714962959289551,
        0.7755138278007507,
        0.7617619037628174,
        0.7577213048934937,
        0.7533379197120667,
        0.7439156174659729,
        0.7404599785804749,
        0.7387201189994812,
        0.7297309041023254,
        0.7351058125495911,
        0.7268138527870178,
        0.7230068445205688,
        0.7142104506492615,
        0.7085557579994202,
        0.7071364521980286,
        0.7097481489181519,
        0.693867027759552,
        0.6876417398452759,
        0.6851418614387512,
        0.6840003132820129,
        0.6722047924995422,
        0.6741334795951843,
        0.6702420115470886,
        0.6692759990692139,
        0.6564661264419556,
        0.6556307673454285,
        0.6485400199890137,
        0.641572117805481,
        0.6396343111991882,
        0.6334052085876465,
        0.6253116726875305,
        0.6248117685317993,
        0.620380163192749,
        0.6095733642578125,
        0.6045026183128357,
        0.6081199645996094,
        0.5938996076583862,
        0.5947286486625671,
        0.5934449434280396,
        0.5847097039222717,
        0.5831145644187927,
        0.5762287974357605,
        0.5758867263793945,
        0.5644744634628296,
        0.559205174446106,
        0.5558426976203918,
        0.5549871325492859,
        0.5442227721214294,
        0.5445599555969238,
        0.5391879081726074,
        0.5340328812599182,
        0.5331203937530518,
        0.5243765711784363,
        0.5179659128189087,
        0.5154723525047302,
        0.5149880647659302,
        0.5099102854728699,
        0.5054780840873718,
        0.5027899742126465,
        0.4959752857685089,
        0.49264684319496155,
        0.49719738960266113,
        0.49037307500839233,
        0.4897635281085968,
        0.48236942291259766,
        0.4830947816371918,
        0.4830866754055023,
        0.47676900029182434,
        0.47649142146110535,
        0.47459855675697327,
        0.4738839268684387,
        0.47208312153816223,
        0.4746207296848297,
        0.47523999214172363,
        0.47760578989982605,
        0.4750216603279114,
        0.47308480739593506,
        0.47420158982276917,
        0.47701966762542725,
        0.4722561240196228,
        0.4732501208782196,
        0.4737407863140106,
        0.47631320357322693,
        0.473349392414093
      ],
      "train_time": [
        18.259814739227295,
        9.95925259590149,
        9.887878656387329,
        9.852964878082275,
        9.921175479888916,
        10.005515575408936,
        10.115576982498169,
        10.116695404052734,
        10.066461563110352,
        10.133126020431519,
        9.955637454986572,
        10.064319610595703,
        10.059605598449707,
        10.074456214904785,
        10.063087224960327,
        10.086362838745117,
        10.018747568130493,
        10.053122520446777,
        10.06296682357788,
        10.010720014572144,
        10.012524843215942,
        10.085734367370605,
        10.088657855987549,
        10.144954919815063,
        10.172460794448853,
        10.04699444770813,
        10.067805767059326,
        10.102955341339111,
        10.016725778579712,
        10.048201322555542,
        10.14456844329834,
        9.998115301132202,
        10.034465074539185,
        10.06847858428955,
        10.042242050170898,
        10.124976634979248,
        10.039910316467285,
        9.988506555557251,
        9.98946475982666,
        10.002008438110352,
        10.007390975952148,
        10.00725245475769,
        9.977319955825806,
        10.018555879592896,
        10.130588293075562,
        10.005678653717041,
        9.990947008132935,
        9.882136583328247,
        9.940183639526367,
        9.94775128364563,
        9.958639860153198,
        9.907158136367798,
        9.999382019042969,
        10.030607461929321,
        10.005239009857178,
        10.038785457611084,
        10.038012266159058,
        10.006443500518799,
        10.219571113586426,
        9.98659348487854,
        10.075199365615845,
        10.117332220077515,
        10.107273817062378,
        10.027480602264404,
        10.02998399734497,
        9.961277484893799,
        9.90938401222229,
        10.084298610687256,
        10.033133029937744,
        9.946775674819946,
        10.109780311584473,
        9.934748411178589,
        9.965446710586548,
        10.113197565078735,
        10.060941457748413,
        9.93495488166809,
        9.948291063308716,
        9.967326879501343,
        9.943006038665771,
        10.03203821182251,
        10.028796195983887,
        10.059035778045654,
        10.131491661071777,
        10.060253381729126,
        9.979561567306519,
        10.105582237243652,
        10.108871698379517,
        9.975829124450684,
        10.007072448730469,
        10.085856199264526,
        10.01627230644226,
        10.083209991455078,
        10.087991952896118,
        10.041474103927612,
        10.08067774772644,
        9.948009014129639,
        10.121873617172241,
        10.203798055648804,
        10.14426326751709,
        10.149125099182129,
        10.21588659286499,
        9.942149877548218,
        10.000890731811523,
        10.041253566741943,
        10.04781985282898,
        10.101638793945312,
        10.113298416137695,
        10.032538175582886,
        10.059789896011353,
        10.021921873092651,
        10.085468053817749,
        10.055643558502197,
        10.034309387207031,
        10.084946155548096,
        10.089253664016724,
        10.063821792602539,
        10.094431400299072,
        10.047794818878174,
        10.144609451293945,
        10.051527261734009,
        9.975940227508545,
        10.037642002105713,
        10.075558423995972,
        10.038445949554443,
        10.181756734848022,
        10.057878017425537,
        10.079734563827515,
        10.01188611984253,
        9.99996304512024,
        9.955053806304932
      ],
      "used_clean_difference_rms_ratio": [
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0
      ],
      "val_accuracy": [
        53.560001373291016,
        59.220001220703125,
        64.37999725341797,
        65.44000244140625,
        65.87999725341797,
        68.73999786376953,
        68.04000091552734,
        69.23999786376953,
        66.95999908447266,
        71.05999755859375,
        69.31999969482422,
        68.4800033569336,
        69.80000305175781,
        69.77999877929688,
        72.66000366210938,
        72.23999786376953,
        72.05999755859375,
        72.95999908447266,
        73.5199966430664,
        71.0999984741211,
        72.33999633789062,
        71.87999725341797,
        71.91999816894531,
        74.94000244140625,
        69.91999816894531,
        72.31999969482422,
        73.80000305175781,
        73.66000366210938,
        74.05999755859375,
        74.54000091552734,
        74.22000122070312,
        72.94000244140625,
        75.30000305175781,
        73.9800033569336,
        75.19999694824219,
        74.68000030517578,
        75.5199966430664,
        75.27999877929688,
        76.44000244140625,
        76.31999969482422,
        75.91999816894531,
        72.66000366210938,
        75.04000091552734,
        76.18000030517578,
        75.08000183105469,
        75.73999786376953,
        76.87999725341797,
        75.91999816894531,
        76.23999786376953,
        76.5,
        75.81999969482422,
        76.9000015258789,
        76.5199966430664,
        76.86000061035156,
        77.33999633789062,
        76.69999694824219,
        77.31999969482422,
        75.87999725341797,
        76.16000366210938,
        77.5,
        77.66000366210938,
        77.45999908447266,
        77.63999938964844,
        78.23999786376953,
        77.5,
        77.76000213623047,
        78.9800033569336,
        75.95999908447266,
        75.16000366210938,
        77.26000213623047,
        76.44000244140625,
        78.5999984741211,
        78.80000305175781,
        78.91999816894531,
        78.76000213623047,
        79.95999908447266,
        79.33999633789062,
        80.0999984741211,
        79.5199966430664,
        79.69999694824219,
        80.27999877929688,
        79.86000061035156,
        80.94000244140625,
        79.86000061035156,
        79.81999969482422,
        80.68000030517578,
        81.27999877929688,
        80.76000213623047,
        80.62000274658203,
        80.91999816894531,
        81.36000061035156,
        80.91999816894531,
        81.45999908447266,
        81.37999725341797,
        81.72000122070312,
        81.26000213623047,
        81.36000061035156,
        81.5,
        81.69999694824219,
        81.80000305175781,
        82.26000213623047,
        82.08000183105469,
        82.45999908447266,
        82.08000183105469,
        82.5,
        82.44000244140625,
        82.54000091552734,
        82.69999694824219,
        83.13999938964844,
        82.68000030517578,
        82.9000015258789,
        83.08000183105469,
        82.81999969482422,
        82.9000015258789,
        83.05999755859375,
        82.86000061035156,
        82.86000061035156,
        82.94000244140625,
        82.95999908447266,
        82.9800033569336,
        82.94000244140625,
        82.94000244140625,
        82.9000015258789,
        82.87999725341797,
        82.86000061035156,
        82.91999816894531,
        82.86000061035156,
        82.86000061035156,
        82.86000061035156,
        82.91999816894531
      ],
      "val_loss": [
        1.3196607828140259,
        1.1464554071426392,
        1.0122063159942627,
        1.0011491775512695,
        0.9832979440689087,
        0.9135788083076477,
        0.9160850644111633,
        0.8798416256904602,
        0.9614151120185852,
        0.824341893196106,
        0.8785572052001953,
        0.9208962321281433,
        0.8764896392822266,
        0.8786190748214722,
        0.7931520342826843,
        0.8095582723617554,
        0.8092991709709167,
        0.7990039587020874,
        0.7841472625732422,
        0.8356000781059265,
        0.7891298532485962,
        0.8164346814155579,
        0.8250555992126465,
        0.7702546119689941,
        0.8769513964653015,
        0.8094162940979004,
        0.778595507144928,
        0.7827684283256531,
        0.7402521371841431,
        0.7744579911231995,
        0.7398408651351929,
        0.8185245394706726,
        0.7188434600830078,
        0.7696696519851685,
        0.7269445061683655,
        0.761971116065979,
        0.72089022397995,
        0.7265629768371582,
        0.7043261528015137,
        0.7217764258384705,
        0.7228039503097534,
        0.8066425323486328,
        0.7401043176651001,
        0.7032155394554138,
        0.7516051530838013,
        0.7028098106384277,
        0.6906996369361877,
        0.726517915725708,
        0.6975864171981812,
        0.7094508409500122,
        0.7000359296798706,
        0.6782349348068237,
        0.689719021320343,
        0.6770855784416199,
        0.668323814868927,
        0.7045471668243408,
        0.6640886664390564,
        0.7148084044456482,
        0.7125958204269409,
        0.680198073387146,
        0.6729613542556763,
        0.670646607875824,
        0.6716354489326477,
        0.6339538097381592,
        0.6728935837745667,
        0.6467381119728088,
        0.6200364232063293,
        0.6866912841796875,
        0.7089441418647766,
        0.6477388143539429,
        0.7095358967781067,
        0.6305816173553467,
        0.6096587777137756,
        0.6294063329696655,
        0.632943332195282,
        0.5963389277458191,
        0.5976564288139343,
        0.5843265652656555,
        0.6037835478782654,
        0.5890786051750183,
        0.5735816359519958,
        0.6034989953041077,
        0.5634487271308899,
        0.5925866961479187,
        0.6016762852668762,
        0.5773726105690002,
        0.5631575584411621,
        0.557161271572113,
        0.5531739592552185,
        0.5754345059394836,
        0.5409488081932068,
        0.5614113211631775,
        0.5473358035087585,
        0.5401538610458374,
        0.5513052940368652,
        0.5402994155883789,
        0.540830135345459,
        0.545223593711853,
        0.5403077602386475,
        0.5377018451690674,
        0.5144833922386169,
        0.525922417640686,
        0.518328070640564,
        0.5269989371299744,
        0.5123393535614014,
        0.5100131034851074,
        0.5116856098175049,
        0.5107629895210266,
        0.5085936188697815,
        0.5130804181098938,
        0.5098419189453125,
        0.5046589374542236,
        0.5053961873054504,
        0.5038777589797974,
        0.503191351890564,
        0.5054895281791687,
        0.5026187300682068,
        0.5028865337371826,
        0.5021662712097168,
        0.5022167563438416,
        0.502140462398529,
        0.502059280872345,
        0.5020802021026611,
        0.5020416378974915,
        0.502016007900238,
        0.502068817615509,
        0.5019443035125732,
        0.5020362734794617,
        0.5020620822906494,
        0.5020590424537659
      ],
      "val_time": [
        0.7504792213439941,
        0.19128131866455078,
        0.18643426895141602,
        0.19223499298095703,
        0.21457862854003906,
        0.2030167579650879,
        0.20496726036071777,
        0.20201492309570312,
        0.21533775329589844,
        0.19343209266662598,
        0.20425963401794434,
        0.20659589767456055,
        0.1894221305847168,
        0.1960890293121338,
        0.19907021522521973,
        0.21428656578063965,
        0.19141411781311035,
        0.2092442512512207,
        0.19674086570739746,
        0.20791244506835938,
        0.18485736846923828,
        0.19145631790161133,
        0.21375346183776855,
        0.19739532470703125,
        0.20529723167419434,
        0.20090174674987793,
        0.21355843544006348,
        0.18034768104553223,
        0.1995835304260254,
        0.18906545639038086,
        0.2061750888824463,
        0.19721150398254395,
        0.20513200759887695,
        0.1813526153564453,
        0.21168947219848633,
        0.21245455741882324,
        0.18329739570617676,
        0.1985330581665039,
        0.18103742599487305,
        0.20070147514343262,
        0.1967325210571289,
        0.18369579315185547,
        0.20518112182617188,
        0.2226109504699707,
        0.20561575889587402,
        0.17374372482299805,
        0.21971702575683594,
        0.181793212890625,
        0.18312764167785645,
        0.16940999031066895,
        0.18169331550598145,
        0.1798391342163086,
        0.17806363105773926,
        0.1799008846282959,
        0.19706940650939941,
        0.2001936435699463,
        0.19162464141845703,
        0.21108508110046387,
        0.18284034729003906,
        0.19846224784851074,
        0.2087397575378418,
        0.20089936256408691,
        0.18666696548461914,
        0.18596386909484863,
        0.17765092849731445,
        0.17930817604064941,
        0.17668843269348145,
        0.19832634925842285,
        0.1758406162261963,
        0.1807551383972168,
        0.21278858184814453,
        0.179276704788208,
        0.17346572875976562,
        0.18595027923583984,
        0.17513489723205566,
        0.17586851119995117,
        0.16720223426818848,
        0.18198704719543457,
        0.19963765144348145,
        0.19016432762145996,
        0.1882312297821045,
        0.18193793296813965,
        0.20617938041687012,
        0.2140216827392578,
        0.18778777122497559,
        0.2242131233215332,
        0.20612573623657227,
        0.18686294555664062,
        0.19240450859069824,
        0.19064617156982422,
        0.1996469497680664,
        0.20550298690795898,
        0.19385409355163574,
        0.1888132095336914,
        0.1712639331817627,
        0.20031046867370605,
        0.19012928009033203,
        0.1896347999572754,
        0.19264912605285645,
        0.19445490837097168,
        0.17267584800720215,
        0.2025301456451416,
        0.19288182258605957,
        0.20055603981018066,
        0.19199848175048828,
        0.21027636528015137,
        0.20122337341308594,
        0.1827104091644287,
        0.19973397254943848,
        0.180100679397583,
        0.18593215942382812,
        0.19542360305786133,
        0.19849658012390137,
        0.21005845069885254,
        0.20579075813293457,
        0.20198917388916016,
        0.20908474922180176,
        0.19686675071716309,
        0.18482756614685059,
        0.19499683380126953,
        0.199753999710083,
        0.19487261772155762,
        0.20315814018249512,
        0.21298933029174805,
        0.20009160041809082,
        0.1951892375946045,
        0.21145033836364746,
        0.17977309226989746,
        0.18229961395263672,
        0.18825221061706543
      ]
    },
    "dp_bias_initialization": {
      "bias_kind": "common",
      "bias_ratio_target": 4.0,
      "calibration_examples": 64,
      "instruction_observations_for_predictor": 0,
      "realized_bias_difference_rms_ratio": [
        4.0,
        4.000000476837158,
        4.000000476837158
      ]
    },
    "epochs_completed": 130,
    "final_validation_accuracy": 82.91999816894531,
    "finite": true,
    "test_accuracy": NaN
  },
  "kind": "common",
  "output": "/home/yurenh2/sdil_c1_locked/results/contrastive_bias/c1/dp-bias-c1-s1993-same-path-clean.json",
  "ratio": 4.0,
  "registry_sha256": "7e4562faf25bca213ccfdaa23a0f4328667d04234ead2d106bfd87577bcd2146",
  "return_code": 0,
  "rule": "raw",
  "seed": 1993,
  "source": {
    "author_commit": "79169abac635715e2167f1bb8a089f239d06c431",
    "author_upstream": "7b2595b34421e1483a721dbfdeff8cdabda3a1ff",
    "sdil_commit": "65c0386e8a46f6e6d308b9351653418c7532eb26",
    "tracked_files": {
      "CONTRASTIVE_BIAS_CONFIRMATION.md": "754f04c96ded2fceb9d2b575d9b82a245b46e18a541b5b6f280231ac899e5220",
      "experiments/analyze_contrastive_bias_c1.py": "6f8b46bbd0876297c42c3ac0b15eb517bceff6a856772bfbc31fd2676a49379e",
      "experiments/contrastive_bias_c1.py": "6184ddefb48fb8252db5d4440b721f279335a2873a510329150a0cb745b3ae5c",
      "external/dualprop_patches/0020-experiment-add-neuron-specific-bias-to-Dual-Prop.patch": "7ae57542682482dc17f7073ed32c16876e60826431b2d4fbaa391d68332c38f0"
    }
  },
  "stage": "contrastive_bias_c1",
  "status": "completed",
  "timeout_seconds": 3600
}