Volume-Mass Diffusion GNN / results.json
Failed on benchmark
1{
2 "seed": 1150,
3 "n": 120,
4 "math": {
5 "lambda_max": 25.6143274630927,
6 "predicted_eta_c": 0.07808130050971551,
7 "observed_eta_crossing": 0.0782765037609898,
8 "boundary_relative_error": 0.0024999999999999398,
9 "decay_eta": 0.050752845331315084,
10 "decay_steps": 17,
11 "decay_predicted": 1.2914016300000032e-09,
12 "decay_measured": 1.2914016259153953e-09,
13 "similarity_eigenvalue_max_error": 1.2434497875801753e-13,
14 "localization": [
15 {
16 "kind": "degree_power",
17 "alpha": -1.0,
18 "std_log_r": 0.5086244461269539,
19 "ipr_top": 0.28002865869978555
20 },
21 {
22 "kind": "degree_power",
23 "alpha": -0.5,
24 "std_log_r": 0.38146833459521556,
25 "ipr_top": 0.21685572173162584
26 },
27 {
28 "kind": "degree_power",
29 "alpha": 0,
30 "std_log_r": 0.25431222306347695,
31 "ipr_top": 0.1424524068745959
32 },
33 {
34 "kind": "degree_power",
35 "alpha": 0.5,
36 "std_log_r": 0.12715611153173856,
37 "ipr_top": 0.04148064271361911
38 },
39 {
40 "kind": "degree_power",
41 "alpha": 1.0,
42 "std_log_r": 0.0,
43 "ipr_top": 0.020782042648954845
44 },
45 {
46 "kind": "degree_power",
47 "alpha": 1.5,
48 "std_log_r": 0.1271561115317385,
49 "ipr_top": 0.425238874922831
50 },
51 {
52 "kind": "degree_power",
53 "alpha": 2.0,
54 "std_log_r": 0.25431222306347706,
55 "ipr_top": 0.7547247110175082
56 },
57 {
58 "kind": "lognormal_replicated",
59 "s": 0,
60 "std_log_r_mean": 0.25431222306347695,
61 "ipr_top_mean": 0.1424524068745959,
62 "ipr_top_std": 0.0
63 },
64 {
65 "kind": "lognormal_replicated",
66 "s": 0.25,
67 "std_log_r_mean": 0.3442944332035197,
68 "ipr_top_mean": 0.600442238405303,
69 "ipr_top_std": 0.17788988401137168
70 },
71 {
72 "kind": "lognormal_replicated",
73 "s": 0.5,
74 "std_log_r_mean": 0.5404602837069321,
75 "ipr_top_mean": 0.8730403946565316,
76 "ipr_top_std": 0.05521316949805826
77 },
78 {
79 "kind": "lognormal_replicated",
80 "s": 0.75,
81 "std_log_r_mean": 0.7650188831127105,
82 "ipr_top_mean": 0.9428303396889983,
83 "ipr_top_std": 0.02610999874051666
84 },
85 {
86 "kind": "lognormal_replicated",
87 "s": 1.0,
88 "std_log_r_mean": 0.9989969339044455,
89 "ipr_top_mean": 0.9656646250840291,
90 "ipr_top_std": 0.01866682935886651
91 },
92 {
93 "kind": "lognormal_replicated",
94 "s": 1.25,
95 "std_log_r_mean": 1.237061551317804,
96 "ipr_top_mean": 0.9786335763784614,
97 "ipr_top_std": 0.013547838313576968
98 }
99 ],
100 "localization_correlation": 0.799976067044065
101 },
102 "experiment": {
103 "device": "cuda",
104 "gcn": {
105 "loss_steps_50_100_250": [
106 0.04238291457295418,
107 0.023242972791194916,
108 0.019006602466106415
109 ],
110 "test_accuracy": 1.0
111 },
112 "mass_diffusion": {
113 "loss_steps_50_100_250": [
114 0.04402508959174156,
115 0.024529872462153435,
116 0.02002931758761406
117 ],
118 "test_accuracy": 1.0
119 }
120 }
121}