Markov Spectral Equivariant Layer / 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": {
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 31    "full": {
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 62  "comparison": {
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 64    "idea_wins": 3,
 65    "n_pairs": 8,
 66    "per_seed_diffs": [
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 76    "p_value": 0.19565,
 77    "mde": 0.024531031621491128,
 78    "mde_rel_pct": 2.9611204577506394,
 79    "verdict": "no significant win",
 80    "system_worked": false
 81  },
 82  "mechanism_signature": {
 83    "prediction": "positive normalized filter is non-expansive in sup norm",
 84    "baseline_signature": {
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101      "max_ratio": 0.97414231300354,
102      "prediction": "Markov filter ratio <= 1 relative to pre-filter activation"
103    },
104    "predicted_max_ratio": 1.0,
105    "observed_max_ratio": 0.97414231300354,
106    "confirmed": true
107  },
108  "idea_sweep": [
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115    {
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121    {
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127  ],
128  "protocol": {
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131      1,
132      2,
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134      4,
135      5,
136      6,
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139    "epochs": 5,
140    "n_train": 400,
141    "n_test": 400,
142    "filter_gamma": 0.7,
143    "same_lr_grid": true
144  }
145}