{
  "author_history": "/scratch/yurenh2/sdil-contrastive-bias/dualprop/runs/dp-bias-c1-s1992-same-path-clean/2026_08_06_13_59_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",
    "1992",
    "--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-s1992-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": 1786044104.3512175,
  "condition": "same_path_clean",
  "driver_wall_seconds": 1320.6111614704132,
  "experiment_name": "dp-bias-c1-s1992-same-path-clean",
  "hardware": {
    "cuda_visible_devices": "7",
    "memory_total_mib": 8192,
    "name": "NVIDIA GeForce GTX 1080",
    "physical_index": 7,
    "uuid": "GPU-df3d5933-c3e9-9ea1-d595-9d2a3b68c14b"
  },
  "history": {
    "best_epoch": 127,
    "best_validation_accuracy": 82.9800033569336,
    "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": [
        39.00444412231445,
        51.3488883972168,
        56.540000915527344,
        59.304443359375,
        61.911109924316406,
        63.33333206176758,
        64.62666320800781,
        64.74222564697266,
        64.92666625976562,
        65.32221984863281,
        65.96666717529297,
        66.35333251953125,
        67.18222045898438,
        66.99333190917969,
        67.88444519042969,
        67.7911148071289,
        68.23332977294922,
        68.67555236816406,
        68.58222198486328,
        69.16444396972656,
        69.1977767944336,
        69.2955551147461,
        69.29777526855469,
        69.9977798461914,
        70.13999938964844,
        70.304443359375,
        70.32666778564453,
        70.31999969482422,
        70.41555786132812,
        70.93555450439453,
        70.76667022705078,
        71.10221862792969,
        71.15110778808594,
        71.1844482421875,
        71.22888946533203,
        71.82666778564453,
        71.92666625976562,
        71.73999786376953,
        72.24666595458984,
        72.26222229003906,
        72.37777709960938,
        72.54222106933594,
        72.66222381591797,
        72.65555572509766,
        72.8066635131836,
        73.07333374023438,
        72.95111083984375,
        73.35555267333984,
        73.75333404541016,
        73.72888946533203,
        73.85333251953125,
        73.83999633789062,
        74.304443359375,
        74.68222045898438,
        74.28888702392578,
        74.55555725097656,
        74.80889129638672,
        74.90666961669922,
        75.19999694824219,
        74.9888916015625,
        75.37999725341797,
        75.52889251708984,
        75.54666900634766,
        76.23332977294922,
        76.05110931396484,
        76.304443359375,
        76.56444549560547,
        76.6977767944336,
        76.5955581665039,
        76.67333221435547,
        77.15333557128906,
        77.21333312988281,
        77.27333068847656,
        77.45111083984375,
        77.64666748046875,
        77.9000015258789,
        78.13777923583984,
        78.45999908447266,
        78.45999908447266,
        78.52222442626953,
        78.68222045898438,
        79.13999938964844,
        79.07777404785156,
        79.15110778808594,
        79.50444793701172,
        79.42222595214844,
        79.72444152832031,
        79.86888885498047,
        79.83110809326172,
        80.47333526611328,
        80.2044448852539,
        80.5888900756836,
        80.77333068847656,
        80.77555847167969,
        80.95333099365234,
        81.26889038085938,
        81.36444091796875,
        81.34444427490234,
        82.01333618164062,
        81.92222595214844,
        82.39778137207031,
        82.06888580322266,
        82.32666778564453,
        82.33555603027344,
        82.49333190917969,
        82.66666412353516,
        82.92888641357422,
        83.11111450195312,
        83.12889099121094,
        83.0977783203125,
        83.2911148071289,
        83.25333404541016,
        83.51555633544922,
        83.40888977050781,
        83.37777709960938,
        83.51777648925781,
        83.56222534179688,
        83.86444091796875,
        83.68000030517578,
        83.50666809082031,
        83.32888793945312,
        83.57333374023438,
        83.83555603027344,
        83.8022232055664,
        83.6066665649414,
        83.67111206054688,
        83.7844467163086,
        83.9044418334961,
        83.7155532836914,
        83.44444274902344
      ],
      "train_loss": [
        1.7050738334655762,
        1.371267318725586,
        1.2382237911224365,
        1.1641720533370972,
        1.0954309701919556,
        1.0564026832580566,
        1.018004298210144,
        1.0182832479476929,
        1.0072225332260132,
        1.0029935836791992,
        0.9871608018875122,
        0.9742861986160278,
        0.9629611372947693,
        0.953563392162323,
        0.9318864345550537,
        0.9373154044151306,
        0.9230976104736328,
        0.9075281620025635,
        0.9061424136161804,
        0.8964712023735046,
        0.901678740978241,
        0.8988163471221924,
        0.8895311951637268,
        0.8773777484893799,
        0.8731966018676758,
        0.8647804260253906,
        0.8633349537849426,
        0.8593401312828064,
        0.8615219593048096,
        0.8506859540939331,
        0.8523688316345215,
        0.8398114442825317,
        0.8276476860046387,
        0.8425036668777466,
        0.8375056982040405,
        0.8202663660049438,
        0.8188029527664185,
        0.8197240829467773,
        0.8096457719802856,
        0.8074204921722412,
        0.8072497844696045,
        0.8073287010192871,
        0.795746386051178,
        0.7956629991531372,
        0.7901145815849304,
        0.7781907916069031,
        0.7883784770965576,
        0.7729673385620117,
        0.766668438911438,
        0.765504777431488,
        0.7634146213531494,
        0.7601432800292969,
        0.7504174709320068,
        0.7388178110122681,
        0.7461721301078796,
        0.738034188747406,
        0.7345749139785767,
        0.7307458519935608,
        0.7183496356010437,
        0.7259325981140137,
        0.7176703810691833,
        0.707397997379303,
        0.7072429656982422,
        0.6968290209770203,
        0.6935002207756042,
        0.6895107626914978,
        0.6799114346504211,
        0.6795234084129333,
        0.676461935043335,
        0.674900472164154,
        0.6637076139450073,
        0.659753143787384,
        0.6542906165122986,
        0.6522530317306519,
        0.6456984877586365,
        0.6400374174118042,
        0.6346950531005859,
        0.6238765716552734,
        0.6238352060317993,
        0.6230844259262085,
        0.6148806214332581,
        0.6070138216018677,
        0.6071045994758606,
        0.6006448864936829,
        0.5920360684394836,
        0.5972079634666443,
        0.5856266021728516,
        0.5821738839149475,
        0.5792211890220642,
        0.5664871335029602,
        0.5675365924835205,
        0.5592040419578552,
        0.5552034378051758,
        0.558504045009613,
        0.5485542416572571,
        0.5478308796882629,
        0.537670373916626,
        0.5384100675582886,
        0.5253943800926208,
        0.5245367288589478,
        0.5210532546043396,
        0.5198512077331543,
        0.5108265280723572,
        0.5122799873352051,
        0.5090612769126892,
        0.501147449016571,
        0.49669399857521057,
        0.4976944327354431,
        0.4922488033771515,
        0.49088773131370544,
        0.4892755448818207,
        0.4880765676498413,
        0.48578721284866333,
        0.48163121938705444,
        0.48533210158348083,
        0.4801311194896698,
        0.47981125116348267,
        0.4742753505706787,
        0.4803968071937561,
        0.4804665148258209,
        0.4817897081375122,
        0.47713932394981384,
        0.4753691852092743,
        0.47584304213523865,
        0.4757748544216156,
        0.4797644019126892,
        0.47621411085128784,
        0.47386234998703003,
        0.475462943315506,
        0.4819388687610626
      ],
      "train_time": [
        18.103655099868774,
        9.743145227432251,
        9.837158679962158,
        9.877984523773193,
        9.763251066207886,
        9.775895118713379,
        9.72476315498352,
        9.681988716125488,
        9.717474699020386,
        9.802167177200317,
        9.71877670288086,
        9.707888841629028,
        9.728066682815552,
        9.680059671401978,
        9.692259788513184,
        9.732758045196533,
        9.687267303466797,
        9.687112092971802,
        9.694395065307617,
        9.640292882919312,
        9.702925682067871,
        9.806038856506348,
        9.693784952163696,
        9.664305925369263,
        9.669441223144531,
        9.713689088821411,
        9.713507890701294,
        9.691442966461182,
        9.686060905456543,
        9.701191902160645,
        9.660670757293701,
        9.719993829727173,
        9.713517904281616,
        9.714440107345581,
        9.642682552337646,
        9.600430727005005,
        9.756795406341553,
        9.676838874816895,
        9.706228733062744,
        9.742169380187988,
        9.725290060043335,
        9.732024669647217,
        9.665282487869263,
        9.655736684799194,
        9.741047382354736,
        9.686440467834473,
        9.717864990234375,
        9.72326111793518,
        9.704126358032227,
        9.6797935962677,
        9.630490779876709,
        9.715077877044678,
        9.69559931755066,
        9.655604839324951,
        9.723026275634766,
        9.718549013137817,
        9.735461473464966,
        9.736738204956055,
        9.844757556915283,
        9.766533851623535,
        9.693397283554077,
        9.692342281341553,
        9.743267059326172,
        9.72618842124939,
        9.716923952102661,
        9.74186396598816,
        9.719675064086914,
        9.656819343566895,
        9.680341720581055,
        9.679787635803223,
        9.908412218093872,
        9.710491418838501,
        9.650991916656494,
        9.699365139007568,
        9.67877721786499,
        9.722065448760986,
        9.692939043045044,
        9.62856912612915,
        9.675860404968262,
        9.733592748641968,
        9.722595453262329,
        9.767261028289795,
        9.636653184890747,
        9.663046598434448,
        9.699711084365845,
        9.7514066696167,
        9.718899726867676,
        9.664699792861938,
        9.692375421524048,
        9.624802350997925,
        9.733130693435669,
        9.705992221832275,
        9.715278148651123,
        9.739955186843872,
        9.704731225967407,
        9.696637153625488,
        9.707937717437744,
        9.724617719650269,
        9.729395627975464,
        9.732689619064331,
        9.676790237426758,
        9.669431924819946,
        9.724645853042603,
        9.706990957260132,
        9.70169997215271,
        9.893365859985352,
        9.805598974227905,
        9.69457221031189,
        9.659452199935913,
        9.637906551361084,
        9.664668560028076,
        9.620772361755371,
        9.68109679222107,
        9.675060749053955,
        9.7149338722229,
        9.69087553024292,
        9.695301294326782,
        9.764403820037842,
        9.637229681015015,
        9.702743768692017,
        9.672397136688232,
        9.694774866104126,
        9.710030794143677,
        9.745651483535767,
        9.74286675453186,
        9.731153726577759,
        9.684276580810547,
        9.733348369598389,
        9.665257930755615,
        9.753499746322632
      ],
      "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": [
        53.91999816894531,
        57.47999954223633,
        61.959999084472656,
        64.16000366210938,
        66.9800033569336,
        69.9000015258789,
        66.91999816894531,
        67.5199966430664,
        69.5,
        68.5199966430664,
        70.37999725341797,
        68.77999877929688,
        70.08000183105469,
        72.0999984741211,
        72.22000122070312,
        67.83999633789062,
        71.68000030517578,
        74.30000305175781,
        71.5199966430664,
        72.95999908447266,
        72.36000061035156,
        73.22000122070312,
        74.04000091552734,
        72.16000366210938,
        72.18000030517578,
        73.22000122070312,
        72.4800033569336,
        73.68000030517578,
        71.54000091552734,
        73.9800033569336,
        74.0,
        74.95999908447266,
        74.81999969482422,
        73.81999969482422,
        74.45999908447266,
        75.26000213623047,
        74.18000030517578,
        71.9000015258789,
        74.5999984741211,
        75.54000091552734,
        75.58000183105469,
        75.9000015258789,
        74.87999725341797,
        74.87999725341797,
        76.4800033569336,
        74.36000061035156,
        74.76000213623047,
        76.30000305175781,
        74.76000213623047,
        74.9800033569336,
        77.33999633789062,
        76.36000061035156,
        76.36000061035156,
        75.58000183105469,
        74.63999938964844,
        75.44000244140625,
        73.33999633789062,
        77.08000183105469,
        76.5199966430664,
        78.22000122070312,
        77.23999786376953,
        74.54000091552734,
        77.87999725341797,
        78.04000091552734,
        77.77999877929688,
        77.0,
        78.12000274658203,
        78.0199966430664,
        79.08000183105469,
        78.45999908447266,
        78.72000122070312,
        77.81999969482422,
        79.08000183105469,
        78.18000030517578,
        78.13999938964844,
        79.69999694824219,
        79.83999633789062,
        79.81999969482422,
        79.41999816894531,
        79.83999633789062,
        80.86000061035156,
        78.91999816894531,
        79.5999984741211,
        79.95999908447266,
        80.4000015258789,
        81.44000244140625,
        79.77999877929688,
        80.36000061035156,
        80.58000183105469,
        81.5,
        81.13999938964844,
        81.66000366210938,
        80.5999984741211,
        81.66000366210938,
        81.91999816894531,
        81.0999984741211,
        81.94000244140625,
        82.13999938964844,
        80.83999633789062,
        81.73999786376953,
        82.13999938964844,
        81.95999908447266,
        81.44000244140625,
        81.63999938964844,
        81.81999969482422,
        82.55999755859375,
        82.23999786376953,
        82.5999984741211,
        82.33999633789062,
        82.5999984741211,
        82.54000091552734,
        82.45999908447266,
        82.76000213623047,
        82.80000305175781,
        82.9000015258789,
        82.86000061035156,
        82.94000244140625,
        82.95999908447266,
        82.87999725341797,
        82.80000305175781,
        82.80000305175781,
        82.83999633789062,
        82.9000015258789,
        82.9000015258789,
        82.94000244140625,
        82.9000015258789,
        82.9800033569336,
        82.9000015258789,
        82.9000015258789,
        82.9800033569336
      ],
      "val_loss": [
        1.3068996667861938,
        1.2326818704605103,
        1.0636265277862549,
        1.0451817512512207,
        0.9466734528541565,
        0.877810537815094,
        0.9386793375015259,
        0.9611263871192932,
        0.8806461095809937,
        0.9111518263816833,
        0.8615747690200806,
        0.8999050259590149,
        0.8902261257171631,
        0.8116255402565002,
        0.8339183926582336,
        0.9383482933044434,
        0.8280957937240601,
        0.766318678855896,
        0.8499102592468262,
        0.8131027221679688,
        0.8262650370597839,
        0.7907956838607788,
        0.778740644454956,
        0.8280200362205505,
        0.8030480742454529,
        0.7937626838684082,
        0.8084738850593567,
        0.7697769403457642,
        0.849581778049469,
        0.7620360851287842,
        0.7734832167625427,
        0.739093542098999,
        0.7762072086334229,
        0.7549123167991638,
        0.7583615183830261,
        0.7354978919029236,
        0.7538953423500061,
        0.799425482749939,
        0.7547785043716431,
        0.7188829183578491,
        0.7295379638671875,
        0.7169632911682129,
        0.759456992149353,
        0.7412350177764893,
        0.7138243913650513,
        0.7609209418296814,
        0.7514015436172485,
        0.7076300978660583,
        0.7420291900634766,
        0.7319349646568298,
        0.6680840849876404,
        0.6973214745521545,
        0.6937096118927002,
        0.7346512675285339,
        0.7300851345062256,
        0.7117006778717041,
        0.8071298003196716,
        0.6786362528800964,
        0.6996712684631348,
        0.6481664776802063,
        0.7026426792144775,
        0.7398090958595276,
        0.6577356457710266,
        0.6506314873695374,
        0.6457241773605347,
        0.6776834726333618,
        0.6351030468940735,
        0.6555483937263489,
        0.6113265156745911,
        0.6223310232162476,
        0.6296945810317993,
        0.6346173286437988,
        0.6132946610450745,
        0.6282930970191956,
        0.6369888186454773,
        0.5979431867599487,
        0.600966215133667,
        0.5935180187225342,
        0.6061926484107971,
        0.5984553694725037,
        0.5699370503425598,
        0.6055529713630676,
        0.5953329205513,
        0.5828655958175659,
        0.5756024122238159,
        0.560836136341095,
        0.5819604992866516,
        0.5831390619277954,
        0.5734872221946716,
        0.5481575131416321,
        0.551486074924469,
        0.5429076552391052,
        0.5683531165122986,
        0.5458847284317017,
        0.5323281288146973,
        0.5428899526596069,
        0.5393558740615845,
        0.5226382613182068,
        0.5584762096405029,
        0.5385804176330566,
        0.5270985960960388,
        0.5246163606643677,
        0.5377148985862732,
        0.530896008014679,
        0.5238832235336304,
        0.5166998505592346,
        0.5155263543128967,
        0.5100539922714233,
        0.5144489407539368,
        0.5126648545265198,
        0.506976842880249,
        0.5095339417457581,
        0.5037147998809814,
        0.5057282447814941,
        0.5057473182678223,
        0.5048065781593323,
        0.5041134357452393,
        0.504041314125061,
        0.5039403438568115,
        0.5036821365356445,
        0.5037100315093994,
        0.5037074089050293,
        0.5036612153053284,
        0.5035761594772339,
        0.5035854578018188,
        0.5035122632980347,
        0.503455400466919,
        0.5035660266876221,
        0.5036160349845886,
        0.5035883188247681
      ],
      "val_time": [
        0.7147495746612549,
        0.2021951675415039,
        0.20515918731689453,
        0.20792388916015625,
        0.18756723403930664,
        0.19666051864624023,
        0.1960759162902832,
        0.18184876441955566,
        0.1824660301208496,
        0.19420170783996582,
        0.20488691329956055,
        0.19063568115234375,
        0.19278931617736816,
        0.19298958778381348,
        0.19217371940612793,
        0.18180632591247559,
        0.19547200202941895,
        0.19166851043701172,
        0.1882174015045166,
        0.19781875610351562,
        0.18509483337402344,
        0.1953885555267334,
        0.1865091323852539,
        0.1774299144744873,
        0.18210530281066895,
        0.19432759284973145,
        0.17786240577697754,
        0.18084383010864258,
        0.1892852783203125,
        0.1968841552734375,
        0.18287253379821777,
        0.19225621223449707,
        0.19750714302062988,
        0.19149470329284668,
        0.16853737831115723,
        0.19643878936767578,
        0.18054723739624023,
        0.16360020637512207,
        0.18781161308288574,
        0.193284273147583,
        0.19492578506469727,
        0.18166065216064453,
        0.191389799118042,
        0.1958920955657959,
        0.18581795692443848,
        0.18159723281860352,
        0.19330692291259766,
        0.18154621124267578,
        0.18142962455749512,
        0.17718148231506348,
        0.19591093063354492,
        0.1942126750946045,
        0.1817336082458496,
        0.188795804977417,
        0.1946430206298828,
        0.18799829483032227,
        0.19421672821044922,
        0.1910996437072754,
        0.2010030746459961,
        0.17881131172180176,
        0.19339561462402344,
        0.1950082778930664,
        0.17576289176940918,
        0.19568324089050293,
        0.19826865196228027,
        0.19452857971191406,
        0.19322443008422852,
        0.1911470890045166,
        0.1796097755432129,
        0.16922974586486816,
        0.19491291046142578,
        0.19272589683532715,
        0.19510102272033691,
        0.1987307071685791,
        0.19585299491882324,
        0.18930315971374512,
        0.19390583038330078,
        0.19436264038085938,
        0.19561338424682617,
        0.19469094276428223,
        0.19601655006408691,
        0.1751856803894043,
        0.19411492347717285,
        0.19464492797851562,
        0.1715412139892578,
        0.19667577743530273,
        0.19275450706481934,
        0.19269633293151855,
        0.17566752433776855,
        0.20587873458862305,
        0.19764375686645508,
        0.1749413013458252,
        0.18428540229797363,
        0.18521428108215332,
        0.17416739463806152,
        0.1924588680267334,
        0.19466042518615723,
        0.1922452449798584,
        0.20218563079833984,
        0.19122099876403809,
        0.18029499053955078,
        0.19477105140686035,
        0.19586563110351562,
        0.1970229148864746,
        0.19400525093078613,
        0.18772077560424805,
        0.1818852424621582,
        0.19587230682373047,
        0.1940925121307373,
        0.19260931015014648,
        0.17932629585266113,
        0.17882752418518066,
        0.19302082061767578,
        0.18037033081054688,
        0.180222749710083,
        0.19446802139282227,
        0.1953444480895996,
        0.19427967071533203,
        0.1952509880065918,
        0.19206643104553223,
        0.17888975143432617,
        0.19696354866027832,
        0.20018982887268066,
        0.19685816764831543,
        0.204115629196167,
        0.1955561637878418,
        0.16914916038513184,
        0.2004101276397705,
        0.2050778865814209,
        0.19814229011535645
      ]
    },
    "dp_bias_initialization": {
      "bias_kind": "common",
      "bias_ratio_target": 4.0,
      "calibration_examples": 64,
      "instruction_observations_for_predictor": 0,
      "realized_bias_difference_rms_ratio": [
        3.999999523162842,
        4.0,
        4.000000476837158
      ]
    },
    "epochs_completed": 130,
    "final_validation_accuracy": 82.9800033569336,
    "finite": true,
    "test_accuracy": NaN
  },
  "kind": "common",
  "output": "/home/yurenh2/sdil/results/contrastive_bias/c1/dp-bias-c1-s1992-same-path-clean.json",
  "ratio": 4.0,
  "registry_sha256": "7e4562faf25bca213ccfdaa23a0f4328667d04234ead2d106bfd87577bcd2146",
  "return_code": 0,
  "rule": "raw",
  "seed": 1992,
  "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
}