Moment-preserving HT compression / bench_report.json
Mechanism confirmed, baseline not beaten
1{
2 "bench_version": 1,
3 "track": "dynamics",
4 "model": "rnn_small",
5 "metric_direction": "lower is better",
6 "n_seeds": 8,
7 "baseline": {
8 "best_cfg": {
9 "lr": 0.006
10 },
11 "sweep": [
12 {
13 "cfg": {
14 "lr": 0.001
15 },
16 "mean": 0.021498297923244536
17 },
18 {
19 "cfg": {
20 "lr": 0.003
21 },
22 "mean": 0.0067647010437212884
23 },
24 {
25 "cfg": {
26 "lr": 0.006
27 },
28 "mean": 0.00675402011256665
29 }
30 ],
31 "full": {
32 "mean": 0.00675402011256665,
33 "std": 0.0028601230170336904,
34 "per_seed": [
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36 0.005382216069847345,
37 0.012206831015646458,
38 0.006380172912031412,
39 0.0068011293187737465,
40 0.009766676463186741,
41 0.0037104773800820112,
42 0.0028411808889359236
43 ],
44 "n": 8
45 }
46 },
47 "idea": {
48 "mean": 0.007599645119626075,
49 "std": 0.0019136134219505131,
50 "per_seed": [
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52 0.010305776260793209,
53 0.008358007296919823,
54 0.008188792504370213,
55 0.00483678886666894,
56 0.009082159027457237,
57 0.006025956943631172,
58 0.004997001029551029
59 ],
60 "n": 8
61 },
62 "comparison": {
63 "delta_mean": 0.0008456250070594251,
64 "idea_wins": 3,
65 "n_pairs": 8,
66 "per_seed_diffs": [
67 0.0020592021755874157,
68 0.004923560190945864,
69 -0.003848823718726635,
70 0.0018086195923388004,
71 -0.001964340452104807,
72 -0.0006845174357295036,
73 0.002315479563549161,
74 0.0021558201406151056
75 ],
76 "p_value": 0.4058,
77 "mde": 0.002347660486662723,
78 "mde_rel_pct": 34.75945359260367,
79 "verdict": "no significant win",
80 "system_worked": false
81 },
82 "protocol": {
83 "epochs": 8,
84 "n_train": 400,
85 "n_test": 400,
86 "grid": [
87 {
88 "lr": 0.001
89 },
90 {
91 "lr": 0.003
92 },
93 {
94 "lr": 0.006
95 }
96 ],
97 "seeds": [
98 0,
99 1,
100 2,
101 3,
102 4,
103 5,
104 6,
105 7
106 ]
107 },
108 "mechanism_signature": {
109 "math_check_max_moment_residual": 1.430511474609375e-06,
110 "trained_model": {
111 "raw_norm": 39.96965408325195,
112 "compressed_relative_error": 0.40474483370780945,
113 "moment_residual": 1.3113021850585938e-06,
114 "target": "hidden moments",
115 "predicted_residual": 0.0,
116 "observed_residual": 1.3113021850585938e-06,
117 "confirmed": true
118 },
119 "predicted": "four hidden-state moments preserved after rank-2 compression",
120 "observed": "test-time hidden-state moment residual measured from trained model",
121 "confirmed": true
122 },
123 "math_verification": {
124 "max_moment_residual": 1.430511474609375e-06,
125 "passed": true
126 }
127}