Fourier-Mode Stability Shaping / bench_report.json

✓✓ Beats tuned baseline

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  1{
  2  "bench_version": 1,
  3  "track": "dynamics",
  4  "model": "cyclic_rnn",
  5  "metric_direction": "lower is better",
  6  "n_seeds": 8,
  7  "baseline": {
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 35    "full": {
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 66  "comparison": {
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 68    "idea_wins": 8,
 69    "n_pairs": 8,
 70    "per_seed_diffs": [
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 78      -1.368299126625061e-05
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 80    "p_value": 0.0081,
 81    "mde": 3.91188445758878e-06,
 82    "mde_rel_pct": 0.0957108670877467,
 83    "verdict": "idea better (significant)",
 84    "system_worked": true
 85  },
 86  "mechanism_signature": {
 87    "note": "trained-model zero-input Fourier perturbation; q=0",
 88    "signature": {
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104              "observed": -0.04295965945097118
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106            {
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116          ]
117        },
118        {
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132            {
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137            {
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143        }
144      ],
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146      "confirmed": false,
147      "task_metric_seed0": {
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151    }
152  },
153  "idea_sweep": [
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157        "weight_decay": 0.0
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161    {
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164        "weight_decay": 0.0
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168    {
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171        "weight_decay": 0.0
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175  ],
176  "protocol": {
177    "paired_seeds": [
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179      1,
180      2,
181      3,
182      4,
183      5,
184      6,
185      7
186    ],
187    "train_samples": 400,
188    "test_samples": 200,
189    "epochs": 18,
190    "architecture": "same CyclicRNN; barrier only differs"
191  }
192}