{
  "seed": 2890,
  "math_prediction_1_delayed_contraction": {
    "mu": 0.08,
    "q": 0.72,
    "r": 0.35,
    "rows": [
      {
        "epsilon": 0.0,
        "predicted_boundary_delay": 2.053150418575225,
        "observed_sampled_boundary_delay": 2.055,
        "boundary_error": 0.0009008504238371834
      },
      {
        "epsilon": 0.2,
        "predicted_boundary_delay": 1.4732645845066872,
        "observed_sampled_boundary_delay": 1.475,
        "boundary_error": 0.0011779387840874494
      },
      {
        "epsilon": 0.5,
        "predicted_boundary_delay": 0.6933222544205101,
        "observed_sampled_boundary_delay": 0.6950000000000001,
        "boundary_error": 0.0024198640225276645
      },
      {
        "epsilon": 0.75,
        "predicted_boundary_delay": 0.11034334524200465,
        "observed_sampled_boundary_delay": 0.115,
        "boundary_error": 0.04220150066850337
      }
    ]
  },
  "math_prediction_2_inter_event_bound": {
    "B": 0.37,
    "V": 2.25,
    "rows": [
      {
        "sigma": 0.05,
        "predicted_gap": 0.20270270270270274,
        "observed_gap": 0.20270270270270274,
        "ratio": 1.0
      },
      {
        "sigma": 0.1,
        "predicted_gap": 0.4054054054054055,
        "observed_gap": 0.4054054054054055,
        "ratio": 1.0
      },
      {
        "sigma": 0.2,
        "predicted_gap": 0.810810810810811,
        "observed_gap": 0.810810810810811,
        "ratio": 1.0
      },
      {
        "sigma": 0.4,
        "predicted_gap": 1.621621621621622,
        "observed_gap": 1.621621621621622,
        "ratio": 1.0
      },
      {
        "sigma": 0.8,
        "predicted_gap": 3.243243243243244,
        "observed_gap": 3.243243243243244,
        "ratio": 1.0
      }
    ]
  },
  "optimizer_mini_experiment": {
    "steps": 250,
    "dimension": 20,
    "eta": 0.11,
    "baseline_sgd": {
      "final_loss": 2.9094525437990955e-13,
      "events": 250
    },
    "fixed_delay_sgd": {
      "final_loss": 2.6997896397143484e-30,
      "events": 250
    },
    "event_triggered": {
      "final_loss": 4.607886018150156e-18,
      "events": 83,
      "communication_reduction": 0.6679999999999999,
      "minimum_event_gap": 3
    }
  },
  "optimizer_sweep": [
    {
      "delay": 0,
      "epsilon": 0.05,
      "final_loss": 1.3968846790821424e-10,
      "events": 60,
      "min_gap": 3
    },
    {
      "delay": 0,
      "epsilon": 0.18,
      "final_loss": 1.3968846790821424e-10,
      "events": 45,
      "min_gap": 4
    },
    {
      "delay": 0,
      "epsilon": 0.5,
      "final_loss": 1.3968846790821424e-10,
      "events": 26,
      "min_gap": 6
    },
    {
      "delay": 1,
      "epsilon": 0.05,
      "final_loss": 5.993447432465246e-15,
      "events": 94,
      "min_gap": 1
    },
    {
      "delay": 1,
      "epsilon": 0.18,
      "final_loss": 2.368051910135075e-13,
      "events": 59,
      "min_gap": 3
    },
    {
      "delay": 1,
      "epsilon": 0.5,
      "final_loss": 4.890267167774406e-12,
      "events": 31,
      "min_gap": 5
    },
    {
      "delay": 3,
      "epsilon": 0.05,
      "final_loss": 1.1638295164665222e-13,
      "events": 60,
      "min_gap": 3
    },
    {
      "delay": 3,
      "epsilon": 0.18,
      "final_loss": 1.3124428582963068e-13,
      "events": 59,
      "min_gap": 3
    },
    {
      "delay": 3,
      "epsilon": 0.5,
      "final_loss": 2.0819689418186838e-12,
      "events": 36,
      "min_gap": 4
    },
    {
      "delay": 6,
      "epsilon": 0.05,
      "final_loss": 2.0404979261870777e-14,
      "events": 60,
      "min_gap": 3
    },
    {
      "delay": 6,
      "epsilon": 0.18,
      "final_loss": 2.3766129082905572e-14,
      "events": 59,
      "min_gap": 2
    },
    {
      "delay": 6,
      "epsilon": 0.5,
      "final_loss": 2.348431218276802e-12,
      "events": 30,
      "min_gap": 6
    }
  ]
}