{
  "config": {
    "output_dir": "results/h2_smoketest",
    "epochs": 1,
    "lr": 0.001,
    "wd": 0.01,
    "seed": 42,
    "depth": 4,
    "d_hidden": 256,
    "log_every": 1,
    "no_residual_add": true,
    "w2_std": 0.05
  },
  "depth": 4,
  "d_hidden": 256,
  "num_classes": 10,
  "bp_log": [
    {
      "hidden_norms": [
        8.718070030212402,
        4.280222415924072,
        4.422238349914551,
        4.604765892028809,
        4.6893696784973145
      ],
      "bp_grad_norms_per_sample_med": [
        0.0010339331347495317,
        0.0009070215164683759,
        0.0008196940761990845,
        0.000755702203605324,
        0.0006969328387640417
      ],
      "bp_grad_norms_F": [
        0.036222200840711594,
        0.030558692291378975,
        0.027158580720424652,
        0.02468229830265045,
        0.022657815366983414
      ],
      "gamma_dfa": NaN,
      "acc_eval": 0.1123046875,
      "loss_eval": 2.414133310317993,
      "epoch": 0
    },
    {
      "hidden_norms": [
        85.9231185913086,
        17.862314224243164,
        18.3341064453125,
        20.362960815429688,
        26.587692260742188
      ],
      "bp_grad_norms_per_sample_med": [
        8.575361425755545e-05,
        8.537247049389407e-05,
        8.530700870323926e-05,
        8.512997737852857e-05,
        8.473115303786471e-05
      ],
      "bp_grad_norms_F": [
        0.0030727137345820665,
        0.003054599277675152,
        0.0030425451695919037,
        0.0030279208440333605,
        0.0030008067842572927
      ],
      "gamma_dfa": NaN,
      "acc_eval": 0.0576171875,
      "loss_eval": 2.5138001441955566,
      "epoch": 1
    }
  ],
  "dfa_log": [
    {
      "hidden_norms": [
        8.718070030212402,
        4.280222415924072,
        4.422238349914551,
        4.604765892028809,
        4.6893696784973145
      ],
      "bp_grad_norms_per_sample_med": [
        0.0010339331347495317,
        0.0009070215164683759,
        0.0008196940761990845,
        0.000755702203605324,
        0.0006969328387640417
      ],
      "bp_grad_norms_F": [
        0.036222200840711594,
        0.030558692291378975,
        0.027158580720424652,
        0.02468229830265045,
        0.022657815366983414
      ],
      "gamma_dfa": 0.004694993258453906,
      "acc_eval": 0.1123046875,
      "loss_eval": 2.414133310317993,
      "epoch": 0
    },
    {
      "hidden_norms": [
        1363.396484375,
        5623.7373046875,
        6282.16259765625,
        6187.54150390625,
        3601.992919921875
      ],
      "bp_grad_norms_per_sample_med": [
        1.0316066436644178e-06,
        8.392997301598371e-07,
        8.332735319527274e-07,
        8.32648026971583e-07,
        8.310838666147902e-07
      ],
      "bp_grad_norms_F": [
        7.324694888666272e-05,
        4.777986396220513e-05,
        4.688410263042897e-05,
        4.647139576263726e-05,
        4.622975757229142e-05
      ],
      "gamma_dfa": 0.029530375730246305,
      "acc_eval": 0.1015625,
      "loss_eval": 2.2971253395080566,
      "epoch": 1
    }
  ]
}