Recycled-curvature proximal optimizer / results.json

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  1{
  2  "math_verification": {
  3    "transport_l2_error": 2.482534153247273e-16,
  4    "max_secant_identity_error": 1.4210854715202004e-14,
  5    "secant_ratio_min": 1.1685312661458844,
  6    "secant_ratio_predicted_min": 1.0,
  7    "stability_sweep": [
  8      {
  9        "gamma_lambda": 0.1,
 10        "observed_factor": 0.9,
 11        "contractive": true
 12      },
 13      {
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 15        "observed_factor": 0.75,
 16        "contractive": true
 17      },
 18      {
 19        "gamma_lambda": 0.45,
 20        "observed_factor": 0.55,
 21        "contractive": true
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 25        "observed_factor": 0.44999999999999996,
 26        "contractive": true
 27      },
 28      {
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 30        "observed_factor": 0.8,
 31        "contractive": true
 32      },
 33      {
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 35        "observed_factor": 0.5,
 36        "contractive": true
 37      },
 38      {
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 40        "observed_factor": 0.09999999999999998,
 41        "contractive": true
 42      },
 43      {
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 45        "observed_factor": 0.10000000000000009,
 46        "contractive": true
 47      },
 48      {
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 50        "observed_factor": 0.6399999999999999,
 51        "contractive": true
 52      },
 53      {
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 55        "observed_factor": 0.09999999999999998,
 56        "contractive": true
 57      },
 58      {
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 60        "observed_factor": 0.6200000000000001,
 61        "contractive": true
 62      },
 63      {
 64        "gamma_lambda": 1.9800000000000002,
 65        "observed_factor": 0.9800000000000002,
 66        "contractive": true
 67      },
 68      {
 69        "gamma_lambda": 0.44000000000000006,
 70        "observed_factor": 0.5599999999999999,
 71        "contractive": true
 72      },
 73      {
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 75        "observed_factor": 0.10000000000000009,
 76        "contractive": true
 77      },
 78      {
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 80        "observed_factor": 0.9800000000000002,
 81        "contractive": true
 82      },
 83      {
 84        "gamma_lambda": 2.4200000000000004,
 85        "observed_factor": 1.4200000000000004,
 86        "contractive": false
 87      }
 88    ],
 89    "stability_prediction_pass": true,
 90    "stability_interval_prediction": "0 < gamma*lambda < 2 for H=I",
 91    "stability_sweep_max_contracting_product": 1.9800000000000002
 92  },
 93  "mini_experiment": {
 94    "outer_updates": 30,
 95    "inner_steps": 3,
 96    "baseline_gradient_calls": 90,
 97    "idea_gradient_calls": 31,
 98    "gradient_call_reduction_percent": 65.55555555555556,
 99    "baseline_final_residual": 0.006137590810837889,
100    "idea_final_residual": 0.10893775834614867,
101    "baseline_mean_residual": 0.007801524050483123,
102    "idea_mean_residual": 0.18040285340060172,
103    "baseline_seconds": 0.0021869780011911644,
104    "idea_seconds": 0.1331608149994281
105  }
106}