Van der Corput progressive expert scheduler / bench_report.json
Mechanism confirmed, baseline not beaten
1{
2 "bench_version": 1,
3 "track": "expert_balanced_regression",
4 "model": "top1_moe_shared",
5 "metric_direction": "lower is better",
6 "n_seeds": 8,
7 "baseline": {
8 "best_cfg": {
9 "lr": 0.01,
10 "epochs": 12,
11 "rho": 0.5
12 },
13 "sweep": [
14 {
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18 "rho": 0.5
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22 {
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28 "mean": 0.5207640379667282
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30 {
31 "cfg": {
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33 "epochs": 12,
34 "rho": 0.5
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38 {
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54 {
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61 }
62 ],
63 "full": {
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66 "per_seed": [
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75 ],
76 "n": 8
77 }
78 },
79 "idea": {
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91 ],
92 "n": 8,
93 "config": {
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95 "epochs": 12,
96 "rho": 1.0
97 }
98 },
99 "comparison": {
100 "delta_mean": -0.00726783461868763,
101 "idea_wins": 6,
102 "n_pairs": 8,
103 "per_seed_diffs": [
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112 ],
113 "p_value": 0.08055,
114 "mde": 0.008064204749019211,
115 "mde_rel_pct": 3.7877592764539316,
116 "verdict": "no significant win",
117 "system_worked": false
118 },
119 "mechanism_signature": {
120 "prediction": "trained VDC assignments maintain max leaf prefix discrepancy <=1",
121 "predicted_max_discrepancy": 1.0,
122 "observed_mean_max_discrepancy": 0.875,
123 "observed_final_load_variance": 0.0,
124 "confirmed": true
125 },
126 "custom_track": {
127 "name": "expert_balanced_regression",
128 "file": "expert_balanced_regression.py",
129 "domain": "moe-routing"
130 }
131}