Envelope-Max Neural Operator / results.json
Mechanism confirmed, baseline not beaten
1{
2 "device": "cuda",
3 "math": {
4 "action_lipschitz_estimate": 4.962146282196045,
5 "discretization": [
6 {
7 "M": 5,
8 "delta": 0.5,
9 "max_error": 0.1577664315700531,
10 "L_delta": 2.4810731410980225
11 },
12 {
13 "M": 9,
14 "delta": 0.25,
15 "max_error": 0.061040014028549194,
16 "L_delta": 1.2405365705490112
17 },
18 {
19 "M": 17,
20 "delta": 0.125,
21 "max_error": 0.02648511528968811,
22 "L_delta": 0.6202682852745056
23 },
24 {
25 "M": 33,
26 "delta": 0.0625,
27 "max_error": 0.012185554951429367,
28 "L_delta": 0.3101341426372528
29 },
30 {
31 "M": 65,
32 "delta": 0.03125,
33 "max_error": 0.005602482706308365,
34 "L_delta": 0.1550670713186264
35 }
36 ],
37 "loglog_error_slope": 1.1955743679434236,
38 "max_monotonicity_violations": 0
39 },
40 "experiment": {
41 "baseline": {
42 "mse": 7.355996785918251e-05,
43 "mae": 0.00611813273280859,
44 "max_abs_error": 0.041784465312957764
45 },
46 "envelope": {
47 "mse": 9.317622607341036e-05,
48 "mae": 0.005898390896618366,
49 "max_abs_error": 0.04455694556236267
50 },
51 "refinement_max_error": {
52 "5": 0.1577664017677307,
53 "9": 0.061416901648044586,
54 "17": 0.02648508921265602,
55 "33": 0.012185562402009964,
56 "65": 0.005602486431598663
57 }
58 }
59}