Recurrence-to-Latent Cycling Regularizer / results.json

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 1{"cuda_fallback": "RuntimeError"}
 2{"cuda_fallback": "RuntimeError"}
 3{
 4  "device": "cuda",
 5  "math": {
 6    "boundary_identity_predicted_zero": 0,
 7    "boundary_residual": {},
 8    "boundary_confirmed": true,
 9    "R_gamma": 1.0,
10    "path_admission_prediction": "all adjacent edges iff margin > 0",
11    "path_admission_observed": [
12      false,
13      false,
14      true,
15      true,
16      true
17    ],
18    "path_admission_predicted": [
19      false,
20      false,
21      true,
22      true,
23      true
24    ],
25    "nonadjacent_transition_prediction": -1.0,
26    "margins": [
27      -0.01,
28      0.0,
29      0.0001,
30      0.25,
31      1.0
32    ],
33    "recurrence_vertex_counts": [
34      1,
35      1,
36      3,
37      3,
38      6
39    ],
40    "observed_nonadjacent_transition_margin": -0.01,
41    "scale_prediction": "L(alpha*w)/L(w)=alpha; L(empty)=0",
42    "scales": [
43      0.0,
44      0.25,
45      0.5,
46      1.0,
47      2.0
48    ],
49    "losses": [
50      0.0,
51      0.8680000305175781,
52      1.7360000610351562,
53      3.4720001220703125,
54      6.944000244140625
55    ],
56    "ratios": [
57      0.0,
58      0.25,
59      0.5,
60      1.0,
61      2.0
62    ],
63    "zero_feature_loss": 0.0
64  },
65  "mini_experiment": {
66    "baseline_accuracy": 1.0,
67    "idea_accuracy": 1.0,
68    "baseline_seconds": 1.1528004330029944,
69    "idea_seconds": 10.674983666001935
70  }
71}