1{
  2  "seed": 2472,
  3  "math_checks": {
  4    "conjugation_max_abs_error": 9.992007221626409e-16,
  5    "pure_gauge_mean_M": 1.0,
  6    "pure_gauge_max_energy": 7.771561172376096e-16
  7  },
  8  "disorder_sweep": [
  9    {
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 11      "observed_M": 1.0,
 12      "predicted_M": 1.0,
 13      "abs_error": 0.0,
 14      "susceptibility": 0.0
 15    },
 16    {
 17      "sigma": 0.1,
 18      "observed_M": 0.9851005454926898,
 19      "predicted_M": 0.9851119396030626,
 20      "abs_error": 1.139411037287541e-05,
 21      "susceptibility": 0.000221306646160079
 22    },
 23    {
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 26      "predicted_M": 0.9417645335842487,
 27      "abs_error": 6.700397523651258e-05,
 28      "susceptibility": 0.0034276361292663524
 29    },
 30    {
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 32      "observed_M": 0.8733792114924189,
 33      "predicted_M": 0.8737159116880344,
 34      "abs_error": 0.00033670019561549136,
 35      "susceptibility": 0.0162117663621943
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 37    {
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 42      "susceptibility": 0.04028268192231438
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 48      "abs_error": 0.0006944231669481216,
 49      "susceptibility": 0.07121264017625921
 50    },
 51    {
 52      "sigma": 0.6000000000000001,
 53      "observed_M": 0.582391195933718,
 54      "predicted_M": 0.5827482523739895,
 55      "abs_error": 0.0003570564402715082,
 56      "susceptibility": 0.1316745178898236
 57    },
 58    {
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 60      "observed_M": 0.47875569713244054,
 61      "predicted_M": 0.47950545897489405,
 62      "abs_error": 0.0007497618424535113,
 63      "susceptibility": 0.18433929974612948
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 65    {
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 67      "observed_M": 0.3839109563275587,
 68      "predicted_M": 0.38289288597511195,
 69      "abs_error": 0.0010180703524467205,
 70      "susceptibility": 0.21047827600265817
 71    },
 72    {
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 74      "observed_M": 0.29391044533803856,
 75      "predicted_M": 0.29671001429404525,
 76      "abs_error": 0.0027995689560066928,
 77      "susceptibility": 0.23756721376891413
 78    }
 79  ],
 80  "regularization_toy": [
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 83      "task_mse": 0.05083331176446634,
 84      "loop_energy": 0.34001680794643185,
 85      "learned_angles": [
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 95      "learned_angles": [
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100    },
101    {
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103      "task_mse": 0.04342924833682805,
104      "loop_energy": 0.03455366346373867,
105      "learned_angles": [
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108        0.3545485255234981
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110    },
111    {
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113      "task_mse": 0.05044312955513114,
114      "loop_energy": 0.011996678660390114,
115      "learned_angles": [
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120    }
121  ],
122  "summary": {
123    "max_disorder_prediction_error": 0.0027995689560066928,
124    "disorder_prediction_tolerance": 0.015
125  }
126}