{
  "seed": 1310,
  "predictions": {
    "monotonic_normalized": [
      {
        "q": 1,
        "r0": 0.0,
        "r1": 1.0,
        "min_rprime": 0.9999999999994449,
        "fitted_r_exponent": 1.0000000000000009,
        "max_relative_derivative_error": 3.082867294777763e-12
      },
      {
        "q": 1.5,
        "r0": 0.0,
        "r1": 1.0,
        "min_rprime": 0.010606602886972604,
        "fitted_r_exponent": 1.5001666798981421,
        "max_relative_derivative_error": 0.017037086852626605
      },
      {
        "q": 2,
        "r0": 0.0,
        "r1": 1.0,
        "min_rprime": 0.00010000000199979999,
        "fitted_r_exponent": 1.9999999998413467,
        "max_relative_derivative_error": 2.456675767216917e-12
      },
      {
        "q": 3,
        "r0": 0.0,
        "r1": 1.0,
        "min_rprime": 7.502999990598708e-09,
        "fitted_r_exponent": 2.9999581106604,
        "max_relative_derivative_error": 0.12498333555525408
      },
      {
        "q": 4,
        "r0": 0.0,
        "r1": 1.0,
        "min_rprime": 4.4999999887319985e-12,
        "fitted_r_exponent": 3.999839557685489,
        "max_relative_derivative_error": 0.16666666662029617
      }
    ],
    "exponent_multiplication": [
      {
        "q": 1,
        "lambda": 0.25,
        "predicted": 0.25,
        "observed": 0.2500000000000002
      },
      {
        "q": 1,
        "lambda": 0.5,
        "predicted": 0.5,
        "observed": 0.5000000000000004
      },
      {
        "q": 1,
        "lambda": 0.75,
        "predicted": 0.75,
        "observed": 0.7500000000000003
      },
      {
        "q": 1.5,
        "lambda": 0.25,
        "predicted": 0.375,
        "observed": 0.37504166997453553
      },
      {
        "q": 1.5,
        "lambda": 0.5,
        "predicted": 0.75,
        "observed": 0.7500833399490711
      },
      {
        "q": 1.5,
        "lambda": 0.75,
        "predicted": 1.125,
        "observed": 1.1251250099236068
      },
      {
        "q": 2,
        "lambda": 0.25,
        "predicted": 0.5,
        "observed": 0.49999999996033667
      },
      {
        "q": 2,
        "lambda": 0.5,
        "predicted": 1.0,
        "observed": 0.9999999999206733
      },
      {
        "q": 2,
        "lambda": 0.75,
        "predicted": 1.5,
        "observed": 1.4999999998810092
      },
      {
        "q": 3,
        "lambda": 0.25,
        "predicted": 0.75,
        "observed": 0.7499895276651
      },
      {
        "q": 3,
        "lambda": 0.5,
        "predicted": 1.5,
        "observed": 1.4999790553302
      },
      {
        "q": 3,
        "lambda": 0.75,
        "predicted": 2.25,
        "observed": 2.249968582995297
      },
      {
        "q": 4,
        "lambda": 0.25,
        "predicted": 1.0,
        "observed": 0.9999598894213723
      },
      {
        "q": 4,
        "lambda": 0.5,
        "predicted": 2.0,
        "observed": 1.9999197788427445
      },
      {
        "q": 4,
        "lambda": 0.75,
        "predicted": 3.0,
        "observed": 2.9998796682641173
      }
    ],
    "interpolation_convergence": {
      "1": {
        "q_lambda": 0.25,
        "ns": [
          17,
          33,
          65,
          129,
          257
        ],
        "errors": [
          0.23623519386271113,
          0.1986493276759201,
          0.16704350753524172,
          0.14046522254679933,
          0.11811670210741879
        ],
        "observed_error_slope_vs_N": -0.2550086473186671,
        "predicted_slope_ideal": -0.25
      },
      "2": {
        "q_lambda": 0.5,
        "ns": [
          17,
          33,
          65,
          129,
          257
        ],
        "errors": [
          0.06249999840321349,
          0.04419416251917349,
          0.031249977594816656,
          0.02209701007906618,
          0.01562492962156091
        ],
        "observed_error_slope_vs_N": -0.5100123848208191,
        "predicted_slope_ideal": -0.5
      },
      "3": {
        "q_lambda": 0.75,
        "ns": [
          17,
          33,
          65,
          129,
          257
        ],
        "errors": [
          0.013183599808325779,
          0.007839023229557256,
          0.004661135837189488,
          0.002771573257821772,
          0.0016481232611935612
        ],
        "observed_error_slope_vs_N": -0.7649816038972264,
        "predicted_slope_ideal": -0.75
      }
    }
  },
  "mini_experiment": {
    "identity": {
      "heldout_rmse": 0.025434551760554314,
      "seconds": 1.448746681213379
    },
    "fixed": {
      "heldout_rmse": 0.0046506356447935104,
      "seconds": 1.4929172992706299
    },
    "learned": {
      "heldout_rmse": 0.004297229461371899,
      "seconds": 7.101908206939697
    }
  }
}