Normal-Space Quotient Encoder / bench_report.json

Mechanism confirmed, baseline not beaten

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  1{
  2  "bench_version": 1,
  3  "track": "vision",
  4  "model": "cnn_small",
  5  "metric_direction": "lower is better",
  6  "n_seeds": 8,
  7  "baseline": {
  8    "best_cfg": {
  9      "lr": 0.003
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 24      {
 25        "cfg": {
 26          "lr": 0.006
 27        },
 28        "mean": 0.8687500059604645
 29      }
 30    ],
 31    "full": {
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 33      "std": 0.047033059395873336,
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 44      "n": 8
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 46  },
 47  "idea": {
 48    "best_cfg": {
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 50      "lambda": 0.1
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 52    "sweep": [
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 56          "lambda": 0.03
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 60      {
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 63          "lambda": 0.1
 64        },
 65        "mean": 0.7537499964237213
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 67      {
 68        "cfg": {
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 70          "lambda": 0.3
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 72        "mean": 0.7887500077486038
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 75    "full": {
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 88      "n": 8
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100  },
101  "comparison": {
102    "delta_mean": -0.008125007152557373,
103    "idea_wins": 5,
104    "n_pairs": 8,
105    "per_seed_diffs": [
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107      -0.004999995231628418,
108      0.009999990463256836,
109      -0.04000002145767212,
110      0.009999990463256836,
111      -0.004999995231628418,
112      -0.04000002145767212,
113      -0.004999995231628418
114    ],
115    "p_value": 0.42255,
116    "mde": 0.017444743080113526,
117    "mde_rel_pct": 2.2134487416855158,
118    "verdict": "no significant win",
119    "system_worked": false
120  },
121  "math_verification": {
122    "idempotence_error": 1.4143392911393677e-12,
123    "orbit_preservation_error": 1.000088906744769e-12,
124    "singular_projector_norm": 0.0
125  },
126  "device": "cpu",
127  "track_match": "vision: image rotation is an explicit local SO(2) transformation orbit",
128  "mechanism_signature": {
129    "predicted_effect": "orbit tangent penalty reduces local representation drift",
130    "predicted_ratio": "< 1",
131    "observed_baseline_drift": 1.6637492999434471,
132    "observed_idea_drift": 1.0379372835159302,
133    "observed_ratio": 0.6238543773098573,
134    "confirmed": true
135  }
136}