bundle/outputs/results.json

{
  "scope": "independent NumPy implementation; not the authors' R/Rcpp hardware",
  "environment": {
    "python": "3.12.13",
    "numpy": "1.26.4",
    "machine": "x86_64",
    "processor": "x86_64"
  },
  "claim_1_2_exactness": {
    "trials": 1000,
    "exact_set_matches": 1000,
    "max_value_abs_error": 0.0,
    "max_iterations": 4
  },
  "claim_4_runtime": {
    "n": 1000000,
    "k": 100000,
    "repetitions": 30,
    "median_ms": 93.54094599984819,
    "p95_ms": 101.12002864625538,
    "median_iterations": 5.0,
    "max_iterations": 5
  },
  "claim_5_warm_start": {
    "K": 100,
    "all_objectives_match_cold": true,
    "warm_total_iterations": 203,
    "cold_total_iterations": 257,
    "warm_median_iterations": 2.0,
    "cold_median_iterations": 3.0
  },
  "claim_3_stability_proxy": [
    {
      "noise_sd": 0.5,
      "median_value_error": 0.012058164077199215,
      "set_recovery_rate": 0.04
    },
    {
      "noise_sd": 0.2,
      "median_value_error": 0.0033756526959572777,
      "set_recovery_rate": 0.31
    },
    {
      "noise_sd": 0.1,
      "median_value_error": 0.001726058257054415,
      "set_recovery_rate": 0.495
    },
    {
      "noise_sd": 0.05,
      "median_value_error": 0.0007567390082328651,
      "set_recovery_rate": 0.655
    },
    {
      "noise_sd": 0.02,
      "median_value_error": 0.0003536060928315682,
      "set_recovery_rate": 0.86
    },
    {
      "noise_sd": 0.01,
      "median_value_error": 0.00017854835488302634,
      "set_recovery_rate": 0.99
    }
  ]
}