Active-Set CG Router / bench_report.json

✓✓ Beats tuned baseline

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  1{
  2  "bench_version": 1,
  3  "track": "tabular",
  4  "model": "mlp_tiny",
  5  "metric_direction": "lower is better",
  6  "n_seeds": 8,
  7  "baseline": {
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 13      "lam": 0.001
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103      {
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106          "weight_decay": 0.0001,
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113      {
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123    ]
124  },
125  "idea": {
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134      7.232509613037109,
135      7.602020263671875,
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138    "n": 8
139  },
140  "comparison": {
141    "delta_mean": -0.764480471611023,
142    "idea_wins": 8,
143    "n_pairs": 8,
144    "per_seed_diffs": [
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154    "p_value": 0.0081,
155    "mde": 0.416972102836185,
156    "mde_rel_pct": 5.312842114560478,
157    "verdict": "idea better (significant)",
158    "system_worked": true
159  },
160  "mechanism_signature": {
161    "track_match": "tabular optimizer/training-procedure structure",
162    "prediction": "simplex router remains feasible and active-set identifies sparse support",
163    "predicted": {
164      "simplex_error": 0.0,
165      "min_x": 0.0,
166      "sparse_support": true
167    },
168    "observed": {
169      "mean_simplex_error": 8.326672684688674e-17,
170      "min_x": 0.0,
171      "mean_support": 2.875,
172      "mean_pivots": 13.625
173    },
174    "confirmed": true
175  },
176  "idea_cfg": {
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178    "weight_decay": 0.0001,
179    "epochs": 12,
180    "batch": 64,
181    "lam": 0.001
182  }
183}