Transient-risk certificate for Langevin training / results.json
Mechanism confirmed, baseline not beaten
1{
2 "setup": {
3 "m": 1.0,
4 "T": 0.5,
5 "eta": 0.02,
6 "H": 1.5,
7 "steps": 500,
8 "particles": 20000,
9 "delta": 0.1,
10 "seed": 551
11 },
12 "verification": {
13 "max_exact_minus_bound": -0.006480298036358436,
14 "min_bound_minus_exact": 0.006480298036358436,
15 "exact_risk_t0": 0.9830525732376554,
16 "exact_risk_t1": 0.28755556203294863,
17 "exact_risk_t4": 0.020495863931250004,
18 "stationary_pi_A": 0.01694742676234465,
19 "chi0_squared": 65659968.13733051,
20 "bound_t0": 1054.8949030336146,
21 "bound_t1": 388.0848602394847,
22 "bound_t4": 19.337711133343618,
23 "analytic_burn_in_for_delta": 9.449461816533956
24 },
25 "baseline": {
26 "max_unsafe_fraction": 0.97845,
27 "mean_unsafe_fraction": 0.09574450000000001,
28 "final_unsafe_fraction": 0.0178,
29 "mean_post_stop_unsafe_fraction": 0.09574450000000001,
30 "final_loss": 0.2553056695997961,
31 "mean_last_50_loss": 0.2557282480668052,
32 "stop_step": null,
33 "stop_time": null
34 },
35 "idea": {
36 "max_unsafe_fraction": 0.97845,
37 "mean_unsafe_fraction": 0.09498750000000002,
38 "final_unsafe_fraction": 0.0002,
39 "mean_post_stop_unsafe_fraction": 0.0044648148148148156,
40 "final_loss": 0.08603508230765874,
41 "mean_last_50_loss": 0.20020929190403533,
42 "stop_step": 473,
43 "stop_time": 9.46
44 }
45}