{
  "toy": {
    "toy_rows": [
      {
        "r0_over_D": 0.5,
        "beta_pred": 0.3660254037844386,
        "beta_fit": 4.697154123827576,
        "tail_fit_r": -0.9714278533916074,
        "mean_abs": 2.937197314947781,
        "p_abs_gt_5": 0.19644074074074075,
        "reset_rate_step": 0.007808765432098765
      },
      {
        "r0_over_D": 1.0,
        "beta_pred": 0.6180339887498949,
        "beta_fit": 4.279609050150229,
        "tail_fit_r": -0.9596131936003318,
        "mean_abs": 2.306863330538207,
        "p_abs_gt_5": 0.14184666666666668,
        "reset_rate_step": 0.025664876543209876
      },
      {
        "r0_over_D": 1.5,
        "beta_pred": 0.8228756555322954,
        "beta_fit": 4.088161596003626,
        "tail_fit_r": -0.955156074905802,
        "mean_abs": 1.7830472983852128,
        "p_abs_gt_5": 0.10254,
        "reset_rate_step": 0.054244506172839504
      },
      {
        "r0_over_D": 2.0,
        "beta_pred": 1.0,
        "beta_fit": 4.0192362133501245,
        "tail_fit_r": -0.9451194668207055,
        "mean_abs": 1.3692879236646247,
        "p_abs_gt_5": 0.07312666666666667,
        "reset_rate_step": 0.09279777777777778
      },
      {
        "r0_over_D": 2.5,
        "beta_pred": 1.1583123951777,
        "beta_fit": 4.070064330983794,
        "tail_fit_r": -0.9438971934862177,
        "mean_abs": 0.9785255996504569,
        "p_abs_gt_5": 0.04583555555555555,
        "reset_rate_step": 0.14109722222222223
      },
      {
        "r0_over_D": 4.0,
        "beta_pred": 1.5615528128088303,
        "beta_fit": 3.948819207083504,
        "tail_fit_r": -0.9678173366432812,
        "mean_abs": 0.41341250090820214,
        "p_abs_gt_5": 0.013101481481481481,
        "reset_rate_step": 0.29380524691358023
      },
      {
        "r0_over_D": 8.0,
        "beta_pred": 2.3722813232690143,
        "beta_fit": 3.9030842053288746,
        "tail_fit_r": -0.9991560572011148,
        "mean_abs": 0.07019889302841731,
        "p_abs_gt_5": 7.703703703703704e-05,
        "reset_rate_step": 0.6143791975308642
      }
    ],
    "box_rows": [
      {
        "ratio": 1.0,
        "beta_pred": 0.6180339887498949,
        "box_scaling": [
          {
            "box": 10.0,
            "mean_abs": 2.0765991353399516,
            "p_gt_5": 0.1205669934640523
          },
          {
            "box": 20.0,
            "mean_abs": 2.182903146144238,
            "p_gt_5": 0.1277998366013072
          },
          {
            "box": 40.0,
            "mean_abs": 2.158871466059688,
            "p_gt_5": 0.12549019607843137
          }
        ]
      },
      {
        "ratio": 4.0,
        "beta_pred": 1.5615528128088303,
        "box_scaling": [
          {
            "box": 10.0,
            "mean_abs": 0.39602262128307586,
            "p_gt_5": 0.011022875816993464
          },
          {
            "box": 20.0,
            "mean_abs": 0.4152240596160869,
            "p_gt_5": 0.012732843137254903
          },
          {
            "box": 40.0,
            "mean_abs": 0.404783820015536,
            "p_gt_5": 0.012084967320261437
          }
        ]
      }
    ],
    "lambda_controls": [
      {
        "lambda": -3.0,
        "mean_abs": 0.33899238957971095,
        "tail_density_exponent_fit": 3.640673467134082,
        "fit_r": -0.9374338978296742
      },
      {
        "lambda": -2.0,
        "mean_abs": 0.4143192199743905,
        "tail_density_exponent_fit": 3.707407089508012,
        "fit_r": -0.9672076556411602
      },
      {
        "lambda": -1.0,
        "mean_abs": 0.5664411615610718,
        "tail_density_exponent_fit": 4.571799259182061,
        "fit_r": -0.9876356087550725
      }
    ]
  },
  "ml": {
    "device": "cuda",
    "baseline_val_mse": 6.200229167938232,
    "reset_val_mse": 0.5157784223556519,
    "reset_count": 353
  }
}