Spectral-Edge Criticality Controller / results.json
Mechanism confirmed, baseline not beaten
1{
2 "seed": 2744,
3 "toy": {
4 "lambda_edge": 1.4506067693563593,
5 "boundary": [
6 {
7 "ratio": 0.7,
8 "slope": -0.35667494393873256,
9 "predicted_slope": -0.35667494393873245,
10 "xi_observed": 2.8036732520571275,
11 "xi_predicted": 2.8036732520571284,
12 "norm_ratio": 7.592632222157821e-41
13 },
14 {
15 "ratio": 0.85,
16 "slope": -0.16251892949777497,
17 "predicted_slope": -0.16251892949777494,
18 "xi_observed": 6.153129380622033,
19 "xi_predicted": 6.153129380622034,
20 "norm_ratio": 5.242057253761375e-19
21 },
22 {
23 "ratio": 0.95,
24 "slope": -0.05129329438755057,
25 "predicted_slope": -0.05129329438755058,
26 "xi_observed": 19.495725746223673,
27 "xi_predicted": 19.495725746223673,
28 "norm_ratio": 1.6998624084634242e-06
29 },
30 {
31 "ratio": 0.99,
32 "slope": -0.010050335853501458,
33 "predicted_slope": -0.01005033585350145,
34 "xi_observed": 99.499162473422,
35 "xi_predicted": 99.49916247342207,
36 "norm_ratio": 0.07404835256958406
37 },
38 {
39 "ratio": 1.01,
40 "slope": 0.009950330853168085,
41 "predicted_slope": 0.009950330853168092,
42 "xi_observed": null,
43 "xi_predicted": null,
44 "norm_ratio": 13.15939156243112
45 },
46 {
47 "ratio": 1.1,
48 "slope": 0.09531017980432493,
49 "predicted_slope": 0.09531017980432493,
50 "xi_observed": null,
51 "xi_predicted": null,
52 "norm_ratio": 52566063576.589905
53 }
54 ],
55 "scaling": [
56 {
57 "sigma": 0.35,
58 "lambda_edge": 0.6732907425785283,
59 "predicted_edge": 0.7,
60 "critical_gain": 1.4852424617784885,
61 "predicted_gain": 1.4285714285714286
62 },
63 {
64 "sigma": 0.55,
65 "lambda_edge": 1.093565038217034,
66 "predicted_edge": 1.1,
67 "critical_gain": 0.9144403533880491,
68 "predicted_gain": 0.9090909090909091
69 },
70 {
71 "sigma": 0.8,
72 "lambda_edge": 1.5378264026027264,
73 "predicted_edge": 1.6,
74 "critical_gain": 0.6502684557291571,
75 "predicted_gain": 0.625
76 },
77 {
78 "sigma": 1.1,
79 "lambda_edge": 2.1851548613419545,
80 "predicted_edge": 2.2,
81 "critical_gain": 0.4576334692296713,
82 "predicted_gain": 0.45454545454545453
83 }
84 ],
85 "controller": {
86 "target": 0.9,
87 "initial_edge": 2.0,
88 "final_edge": 0.9000000000000002,
89 "history": [
90 2.0,
91 0.9260261366224561,
92 0.9093082666425459,
93 0.9034026686801339,
94 0.9012534433055001,
95 0.9004630210519786,
96 0.9001712150091598,
97 0.9000633354980198,
98 0.9000234322108573,
99 0.9000086696547414,
100 0.9000032077362139,
101 0.9000011868574652,
102 0.9000004391365868,
103 0.9000001624804447,
104 0.9000000601177519,
105 0.9000000222435665,
106 0.9000000082301195,
107 0.9000000030451443,
108 0.9000000011267033,
109 0.9000000004168802,
110 0.9000000001542457,
111 0.9000000000570709,
112 0.9000000000211162,
113 0.9000000000078131,
114 0.9000000000028907,
115 0.9000000000010696,
116 0.9000000000003957,
117 0.9000000000001465,
118 0.9000000000000542,
119 0.90000000000002,
120 0.9000000000000075,
121 0.9000000000000028,
122 0.900000000000001,
123 0.9000000000000004,
124 0.9000000000000002
125 ]
126 }
127 },
128 "nonlinear": {
129 "raw_lambda_edge": 10.176777057494922,
130 "normalized_lambda_edge": 1.0,
131 "baseline": {
132 "initial_gain": 1.0,
133 "final_gain": 1.0,
134 "mean_effective_edge": 0.9374205894777816,
135 "last_effective_edge": 0.9363579093041831,
136 "gradient_norm": 0.21896568675398534,
137 "final_state_norm": 0.665175857542921
138 },
139 "idea": {
140 "initial_gain": 1.001275997831418,
141 "final_gain": 0.9506692142142004,
142 "mean_effective_edge": 0.901227550012792,
143 "last_effective_edge": 0.933910456837598,
144 "gradient_norm": 0.009650979567428367,
145 "final_state_norm": 0.5506352079734693
146 },
147 "target_edge": 0.9
148 },
149 "runtime_sec": 0.14284896850585938
150}