Dissipative drift parameterization / results.json
Mechanism confirmed, baseline not beaten
1{
2 "device": "cuda",
3 "generic_validation_mse": 0.0008326732786372304,
4 "dissipative_validation_mse": 0.02661154605448246,
5 "math_check_dissipative": {
6 "worst_one_sided_ratio": -0.45307281613349915,
7 "theoretical_bound": -0.45000000000000007,
8 "violation_fraction": 0.0,
9 "max_residual_fd_lipschitz": 0.3471059203147888
10 },
11 "math_check_generic_control": {
12 "worst_one_sided_ratio": -0.3827934265136719,
13 "theoretical_bound": -0.45000000000000007,
14 "violation_fraction": 9.999999747378752e-05,
15 "max_residual_fd_lipschitz": null
16 },
17 "rollouts": {
18 "8": {
19 "generic": [
20 1.9548852443695068,
21 0.9943000078201294
22 ],
23 "dissipative": [
24 1.920802354812622,
25 1.08759605884552
26 ]
27 },
28 "20": {
29 "generic": [
30 1.0474982261657715,
31 0.5182334184646606
32 ],
33 "dissipative": [
34 0.9543174505233765,
35 0.47953686118125916
36 ]
37 },
38 "50": {
39 "generic": [
40 0.777738094329834,
41 0.3099867105484009
42 ],
43 "dissipative": [
44 0.5436334609985352,
45 0.17709220945835114
46 ]
47 }
48 }
49}