Beckmann Flow Boundary Regularizer / results.json

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 1{
 2  "device": "cuda",
 3  "math_check": {
 4    "mean_abs_Lf": 2.2351741790771484e-08,
 5    "mean_abs_divV": 2.9802322387695312e-08,
 6    "adjoint_relative_error": 2.2930562569216331e-07,
 7    "explicit_feasible_flow_residual": 0.0,
 8    "explicit_feasible_flow_norm": 0.5147126913070679,
 9    "zero_flow_penalized_objective": 5.776356220245361,
10    "optimized_penalized_objective": 0.49530309438705444,
11    "solver_residual_rms": 0.08798597753047943,
12    "solver_residual_over_target_rms": 0.05177277699112892
13  },
14  "experiment": {
15    "ce": {
16      "accuracy_all": 1.0,
17      "one_bit_logit_change": 6.461545467376709,
18      "two_bit_logit_change": 0.5775449275970459,
19      "train_ce": 0.000249292905209586,
20      "steps": 260
21    },
22    "edge": {
23      "accuracy_all": 0.859375,
24      "one_bit_logit_change": 1.79214346408844,
25      "two_bit_logit_change": 1.29509699344635,
26      "train_ce": 0.08126097917556763,
27      "steps": 260
28    },
29    "beckmann": {
30      "accuracy_all": 0.9921875,
31      "one_bit_logit_change": 3.9096527099609375,
32      "two_bit_logit_change": 1.699100136756897,
33      "train_ce": 0.006577308289706707,
34      "flow_residual_rms": 0.08845139294862747,
35      "target_rms": 13.250528335571289,
36      "steps": 260
37    }
38  }
39}