Phase-Polytope Robust Neural Dynamics / phase_polytope_results.json

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 1{
 2  "device": "cuda",
 3  "models": {
 4    "centroid": {
 5      "centroid_rmse": 0.023245591670274734,
 6      "max_vertex_rmse": 0.3614533841609955,
 7      "mean_vertex_rmse": 0.24269810318946838,
 8      "prediction_spread": 0.05713348835706711,
 9      "vertex_loss_spread": 0.11337749660015106
10    },
11    "robust": {
12      "centroid_rmse": 0.02941649593412876,
13      "max_vertex_rmse": 0.03300952911376953,
14      "mean_vertex_rmse": 0.03195755183696747,
15      "prediction_spread": 0.000664826831780374,
16      "vertex_loss_spread": 0.00012348522432148457
17    },
18    "single": {
19      "centroid_rmse": 0.5592540502548218,
20      "max_vertex_rmse": 0.8395835757255554,
21      "mean_vertex_rmse": 0.6530230045318604,
22      "prediction_spread": 0.11471128463745117,
23      "vertex_loss_spread": 0.7043905854225159
24    }
25  },
26  "variance_check": [
27    {
28      "M": 1,
29      "observed": 2.8743375747436914,
30      "predicted": 2.8899999999999997,
31      "ratio": 0.9945804756898587
32    },
33    {
34      "M": 2,
35      "observed": 1.449169425154505,
36      "predicted": 1.4449999999999998,
37      "ratio": 1.0028854153318376
38    },
39    {
40      "M": 4,
41      "observed": 0.7217436342415543,
42      "predicted": 0.7224999999999999,
43      "ratio": 0.9989531269779299
44    },
45    {
46      "M": 8,
47      "observed": 0.36059130625515484,
48      "predicted": 0.36124999999999996,
49      "ratio": 0.9981766263118474
50    },
51    {
52      "M": 16,
53      "observed": 0.18055381821726982,
54      "predicted": 0.18062499999999998,
55      "ratio": 0.9996059140056461
56    }
57  ]
58}