Block-TT 3D Neural Operator / bench_output.json
Mechanism confirmed, baseline not beaten
1{
2 "bench_version": 1,
3 "track": "voxel_operator_3d",
4 "model": "dense_vs_block_tt",
5 "metric_direction": "lower is better",
6 "n_seeds": 8,
7 "baseline": {
8 "best_cfg": {
9 "lr": 0.01
10 },
11 "sweep": [
12 {
13 "cfg": {
14 "lr": 0.001
15 },
16 "mean": 21.742855668067932
17 },
18 {
19 "cfg": {
20 "lr": 0.003
21 },
22 "mean": 1.331242160871625
23 },
24 {
25 "cfg": {
26 "lr": 0.01
27 },
28 "mean": 0.0431183404289186
29 }
30 ],
31 "full": {
32 "mean": 0.045870458823628724,
33 "std": 0.048960569855847756,
34 "per_seed": [
35 0.08236338198184967,
36 0.020615510642528534,
37 0.009508499875664711,
38 0.059985969215631485,
39 0.012797527015209198,
40 0.1569584608078003,
41 0.014212244190275669,
42 0.010522076860070229
43 ],
44 "n": 8
45 }
46 },
47 "idea": {
48 "mean": 1.1871879938989878,
49 "std": 1.0086499807369265,
50 "per_seed": [
51 2.5437099933624268,
52 0.5915095210075378,
53 0.20690876245498657,
54 1.849648356437683,
55 0.36077338457107544,
56 2.847456932067871,
57 0.9292405247688293,
58 0.168256476521492
59 ],
60 "n": 8,
61 "best_cfg": {
62 "lr": 0.01
63 },
64 "configs_tried": [
65 {
66 "cfg": {
67 "lr": 0.001
68 },
69 "mean": 52.323336124420166
70 },
71 {
72 "cfg": {
73 "lr": 0.003
74 },
75 "mean": 14.277131646871567
76 },
77 {
78 "cfg": {
79 "lr": 0.01
80 },
81 "mean": 1.1871879938989878
82 }
83 ]
84 },
85 "comparison": {
86 "delta_mean": 1.141317535075359,
87 "idea_wins": 0,
88 "n_pairs": 8,
89 "per_seed_diffs": [
90 2.461346611380577,
91 0.5708940103650093,
92 0.19740026257932186,
93 1.7896623872220516,
94 0.34797585755586624,
95 2.690498471260071,
96 0.9150282805785537,
97 0.15773439966142178
98 ],
99 "p_value": 0.0081,
100 "mde": 0.8612897455089487,
101 "mde_rel_pct": 1877.6567045483364,
102 "verdict": "idea worse (significant)",
103 "system_worked": false
104 },
105 "custom_track": {
106 "name": "voxel_operator_3d",
107 "file": "voxel_operator_track.py",
108 "domain": "3d_operator"
109 },
110 "protocol_note": "8 paired seeds; custom 3-D Cartesian track; baseline sweep and shared lr union.",
111 "mechanism_signature": {
112 "prediction": "trained block TT preserves its sequential operator map with reduced operator storage",
113 "predicted_operator_params": 16384,
114 "observed_trained_tt_operator_params": 512,
115 "observed_storage_ratio": 0.03125,
116 "observed_trained_forward_relative_error": 8.130663076144629e-08,
117 "confirmed": true
118 }
119}