Response-from-Hessian Regularizer / results.json

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 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}