Response-from-Hessian Regularizer / bench_report.json

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  1{
  2  "bench_version": 1,
  3  "track": "dynamics",
  4  "model": "rnn_small",
  5  "metric_direction": "lower is better",
  6  "n_seeds": 8,
  7  "baseline": {
  8    "best_cfg": {
  9      "lr": 0.01
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 24      {
 25        "cfg": {
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 27        },
 28        "mean": 0.0014865802077110857
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 30    ],
 31    "full": {
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 33      "std": 0.00039839114901047844,
 34      "per_seed": [
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 46  },
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 60    "n": 8
 61  },
 62  "comparison": {
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 64    "idea_wins": 7,
 65    "n_pairs": 8,
 66    "per_seed_diffs": [
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 71      -7.202138658612967e-05,
 72      -3.0837603844702244e-05,
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 74      -5.039805546402931e-05
 75    ],
 76    "p_value": 0.17895,
 77    "mde": 0.00033947390618403674,
 78    "mde_rel_pct": 23.90947150798954,
 79    "verdict": "no significant win",
 80    "system_worked": false
 81  },
 82  "mechanism_signature": {
 83    "idea_config": {
 84      "lr": 0.01
 85    },
 86    "idea_sweep": [
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102            0.00602860189974308
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104          "n": 8
105        }
106      },
107      {
108        "cfg": {
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110        },
111        "result": {
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113          "std": 0.0019972773089779808,
114          "per_seed": [
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116            0.002708759158849716,
117            0.001344470540061593,
118            0.008165908977389336,
119            0.0023987311869859695,
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124          "n": 8
125        }
126      },
127      {
128        "cfg": {
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130        },
131        "result": {
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144          "n": 8
145        }
146      }
147    ],
148    "prediction": "Hessian response magnitude is finite and tracks curvature scale",
149    "rayleigh_q": 5.0501101213740185e-05,
150    "observed_hvp_norm": 0.17713873088359833,
151    "predicted_curvature_scale": 5.0501101213740185e-05,
152    "gradient_norm": 1.5206302404403687,
153    "observed_to_predicted_ratio": 3506.9267275331645,
154    "confirmed": false
155  }
156}