Partial-ReNoise Neural Architecture Mutation / 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": {
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 27        },
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 30    ],
 31    "full": {
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 33      "std": 0.029047373044579175,
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 44      "n": 8
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 60    "n": 8,
 61    "config": {
 62      "gamma": 0.05,
 63      "lr": 0.001,
 64      "baseline_best_lr": 0.003
 65    }
 66  },
 67  "comparison": {
 68    "delta_mean": 0.0012500137090682983,
 69    "idea_wins": 5,
 70    "n_pairs": 8,
 71    "per_seed_diffs": [
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 81    "p_value": 0.9195,
 82    "mde": 0.04632656557948158,
 83    "mde_rel_pct": 5.340238246574409,
 84    "verdict": "no measurable effect",
 85    "system_worked": false
 86  },
 87  "mechanism_signature": {
 88    "prediction": "parent-operation retention decreases monotonically with gamma according to alpha_bar",
 89    "trained_model_measurements": [
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 91        "gamma": 0.05,
 92        "predicted_retention": 0.99,
 93        "observed_retention": 1.0,
 94        "absolute_error": 0.010000000000000009
 95      },
 96      {
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100        "absolute_error": 0.0741179944598338
101      },
102      {
103        "gamma": 0.3,
104        "predicted_retention": 0.7420133348094462,
105        "observed_retention": 0.6666666666666666,
106        "absolute_error": 0.07534666814277957
107      },
108      {
109        "gamma": 1.0,
110        "predicted_retention": 0.030871261192240654,
111        "observed_retention": 0.0,
112        "absolute_error": 0.030871261192240654
113      }
114    ],
115    "confirmed": true
116  },
117  "protocol_notes": {
118    "structural_match": "vision CNN architecture mutation",
119    "paired_seeds": [
120      0,
121      1,
122      2,
123      3,
124      4,
125      5,
126      6,
127      7
128    ],
129    "baseline_grid": [
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133    ],
134    "idea_grid": [
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136      0.003,
137      0.006
138    ],
139    "epochs": 2,
140    "metric": "classification error, lower is better"
141  }
142}