First-Hit Interacting Optimizer / results_run.json
Failed on benchmark
1{
2 "seed": 1729,
3 "A": 1.0,
4 "D": 1.0,
5 "alpha": 1.0,
6 "kappa": 0.2,
7 "trials": 30000,
8 "note": "pair_kicks uses the paper's exact effective marginal diffusivity; cross-label covariance is not time-discretely simulated",
9 "regimes": {
10 "independent": {
11 "name": "independent",
12 "means": [
13 0.42253894176368184,
14 0.2107921429898502,
15 0.13693478000308715,
16 0.10075924386041893,
17 0.07980809411341716,
18 0.06590948047273837,
19 0.05616555490094398
20 ],
21 "loglog_slope": -0.45954959461169564,
22 "loglog_slope_highN": -0.2805513074027317,
23 "loglogN_slope": -1.444649625220236
24 },
25 "normalized_bounded": {
26 "name": "normalized_bounded",
27 "means": [
28 0.2310074483353142,
29 0.15036768531643363,
30 0.10894657681329084,
31 0.08480774036700674,
32 0.06969384519674375,
33 0.05887319241512188,
34 0.05090114544538722
35 ],
36 "loglog_slope": -0.3534517613899999,
37 "loglog_slope_highN": -0.24529138626942237,
38 "loglogN_slope": -1.0953699400799208
39 },
40 "unnormalized_coherent": {
41 "name": "unnormalized_coherent",
42 "means": [
43 0.13648583007508497,
44 0.06470609355542804,
45 0.03428429257899801,
46 0.018829134885680405,
47 0.010376984083494412,
48 0.005662504081455707,
49 0.0030455763280417933
50 ],
51 "loglog_slope": -0.9003791375033156,
52 "loglog_slope_highN": -0.8758413764715667,
53 "loglogN_slope": -2.7006819555090438
54 },
55 "pair_kicks": {
56 "name": "pair_kicks",
57 "means": [
58 0.27021409723253004,
59 0.08797414612786875,
60 0.034083848308068605,
61 0.014007904478775583,
62 0.00586722189453608,
63 0.0024985308785933683,
64 0.0010810920483939341
65 ],
66 "loglog_slope": -1.3110929780271239,
67 "loglog_slope_highN": -1.2318637149652265,
68 "loglogN_slope": -3.9455293732435415
69 }
70 },
71 "checks": {
72 "log_extreme_prediction": {
73 "predicted": "slope of log(E[T]) vs log(log N) approximately -1",
74 "independent_observed": -1.444649625220236,
75 "normalized_observed": -1.0953699400799208
76 },
77 "coherent_prediction": {
78 "predicted": "E[T] approximately A/(alpha*(N-1)); high-N log-log slope -1",
79 "observed_highN_slope": -0.8758413764715667,
80 "alpha_values": [
81 0.8,
82 1.6,
83 3.2,
84 6.4
85 ],
86 "alpha_times_mean": [
87 0.005445948080164498,
88 0.00606907215932431,
89 0.006551472584187587,
90 0.006917004397847707
91 ],
92 "target_alpha_times_mean": 0.007874015748031496,
93 "zero_noise_alpha_times_mean": [
94 0.007874015748031496,
95 0.007874015748031496,
96 0.007874015748031496,
97 0.007874015748031496
98 ]
99 },
100 "pair_kick_prediction": {
101 "predicted": "N*log(N)*E[T] tends to A^2/(4*kappa)=1.2500",
102 "observed_highN_NlogN_mean": [
103 1.5616697525442296,
104 1.5517372720989047,
105 1.5346808939930243
106 ],
107 "observed_highN_loglog_slope": -1.2318637149652265,
108 "kappa_values": [
109 0.05,
110 0.1,
111 0.2,
112 0.4
113 ],
114 "kappa_times_NlogN_mean": [
115 0.2787529543701529,
116 0.2990522241554367,
117 0.3105261900812297,
118 0.31682236880126247
119 ],
120 "target_kappa_times_NlogN_mean": 0.25
121 }
122 }
123}