Rankine–Hugoniot Front Tokens / bench_report.json
Failed on benchmark
1{
2 "bench_version": 1,
3 "track": "burgers_periodic_split",
4 "model": "cnn_shared",
5 "metric_direction": "lower is better",
6 "n_seeds": 8,
7 "baseline": {
8 "best_cfg": {
9 "lr": 0.006,
10 "epochs": 15
11 },
12 "sweep": [
13 {
14 "cfg": {
15 "lr": 0.0015,
16 "epochs": 15
17 },
18 "mean": 0.0002808531244227197
19 },
20 {
21 "cfg": {
22 "lr": 0.003,
23 "epochs": 15
24 },
25 "mean": 0.0002247071788588073
26 },
27 {
28 "cfg": {
29 "lr": 0.006,
30 "epochs": 15
31 },
32 "mean": 0.00017973236390389502
33 }
34 ],
35 "full": {
36 "mean": 0.0001909858247017837,
37 "std": 4.899876337576311e-05,
38 "per_seed": [
39 0.00019845497445203364,
40 0.00017688231309875846,
41 0.00018345325952395797,
42 0.00016013890854083002,
43 0.00018341024406254292,
44 0.00011085406731581315,
45 0.000293802673695609,
46 0.00022089015692472458
47 ],
48 "n": 8
49 }
50 },
51 "idea": {
52 "mean": 0.0022266772139118984,
53 "std": 0.0008782478931862389,
54 "per_seed": [
55 0.002027727896347642,
56 0.0031949642580002546,
57 0.0016515825409442186,
58 0.0014884979464113712,
59 0.0014188691275194287,
60 0.001367701217532158,
61 0.00382382795214653,
62 0.0028402467723935843
63 ],
64 "n": 8,
65 "selected_cfg": {
66 "lr": 0.006,
67 "epochs": 15
68 }
69 },
70 "comparison": {
71 "delta_mean": 0.0020356913892101147,
72 "idea_wins": 0,
73 "n_pairs": 8,
74 "per_seed_diffs": [
75 0.0018292729218956083,
76 0.003018081944901496,
77 0.0014681292814202607,
78 0.0013283590378705412,
79 0.0012354588834568858,
80 0.0012568471502163447,
81 0.003530025278450921,
82 0.0026193566154688597
83 ],
84 "p_value": 0.0081,
85 "mde": 0.000751264160788154,
86 "mde_rel_pct": 393.36121513794086,
87 "verdict": "idea worse (significant)",
88 "system_worked": false
89 },
90 "mechanism_signature": {
91 "idea_sweep": [
92 {
93 "cfg": {
94 "lr": 0.0015,
95 "epochs": 15
96 },
97 "mean": 0.010121025261469185
98 },
99 {
100 "cfg": {
101 "lr": 0.003,
102 "epochs": 15
103 },
104 "mean": 0.0046673151082359254
105 },
106 {
107 "cfg": {
108 "lr": 0.006,
109 "epochs": 15
110 },
111 "mean": 0.0020906931604258716
112 }
113 ],
114 "custom_track": {
115 "name": "burgers_front_tokens_bench",
116 "file": "bench_front_tokens.py",
117 "domain": "pde"
118 },
119 "mechanism_signature": {
120 "predicted_mean_speed_displacement": -0.00025935691202875956,
121 "observed_mean_displacement": 0.0,
122 "relative_error": 259.35691202875955,
123 "confirmed": false
124 }
125 }
126}