Response-from-Hessian Regularizer / results.json
Failed on benchmark
1{
2 "device": "cuda",
3 "hvp_max_abs_error": 1.1102230246251565e-16,
4 "hessian_eigenvalues": [
5 0.15227829868101492,
6 0.3548731788267278,
7 0.5527549740144999,
8 0.6882686775041628,
9 0.8984193317671327,
10 1.0437888433374591,
11 1.2217922552284544,
12 1.4308195821381156
13 ],
14 "susceptibility_sweep": [
15 {
16 "lambda": 0.02,
17 "observed": 50.0,
18 "predicted_1_over_lambda": 50.0
19 },
20 {
21 "lambda": 0.04,
22 "observed": 25.0,
23 "predicted_1_over_lambda": 25.0
24 },
25 {
26 "lambda": 0.08,
27 "observed": 12.5,
28 "predicted_1_over_lambda": 12.5
29 },
30 {
31 "lambda": 0.16,
32 "observed": 6.25,
33 "predicted_1_over_lambda": 6.25
34 },
35 {
36 "lambda": 0.32,
37 "observed": 3.125,
38 "predicted_1_over_lambda": 3.125
39 },
40 {
41 "lambda": 0.64,
42 "observed": 1.5625,
43 "predicted_1_over_lambda": 1.5625
44 }
45 ],
46 "loglog_slope_observed": -1.0000000000000002,
47 "loglog_slope_predicted": -1.0,
48 "max_relative_scaling_error": 0.0,
49 "euler_zero_crossing_predicted_gamma": 2.0,
50 "euler_growth_sweep": [
51 {
52 "gamma": 0.5,
53 "abs_amplification_after_30": 9.313225746154785e-10
54 },
55 {
56 "gamma": 1.5,
57 "abs_amplification_after_30": 9.313225746154785e-10
58 },
59 {
60 "gamma": 2.0,
61 "abs_amplification_after_30": 1.0
62 },
63 {
64 "gamma": 2.5,
65 "abs_amplification_after_30": 191751.0592328841
66 }
67 ],
68 "negative_mode_mean_rayleigh": -0.2,
69 "negative_mode_regularizer": 0.040401000000000006,
70 "curvature_fit": {
71 "target_negative": -0.2,
72 "baseline_final": -0.20000002001279735,
73 "regularized_final": -0.021333271646975224,
74 "baseline_mse": 4.0051205721135673e-16,
75 "regularized_mse": 0.03192179982037355,
76 "soft_target": 0.02,
77 "soft_baseline_final": 0.020000083136083143,
78 "soft_regularized_final": 0.020000740336343616
79 }
80}