1{
 2  "device": "cuda",
 3  "bch": {
 4    "rows": [
 5      [
 6        0.02,
 7        0.0014213609676698054,
 8        1.4539711028384719e-05
 9      ],
10      [
11        0.04,
12        0.005358180756085629,
13        0.00011117078898292131
14      ],
15      [
16        0.08,
17        0.019036599684534895,
18        0.0008178865103682906
19      ],
20      [
21        0.16,
22        0.060065041086666854,
23        0.005638539821492011
24      ],
25      [
26        0.32,
27        0.149209080232376,
28        0.03409237750409514
29      ]
30    ],
31    "first_order_loglog_slope": 1.4852438109201063,
32    "commutator_corrected_loglog_slope": 2.6907023664659233
33  },
34  "regularizer_optimization": {
35    "unregularized": {
36      "task_fit_mse": 8.215650382226158e-15,
37      "commutator": 0.09645231903279239,
38      "ordered_averaged_relative_error": 0.1154625192284584
39    },
40    "commutator_regularized": {
41      "task_fit_mse": 3.3861802251067274e-15,
42      "commutator": 1.422473292507888e-16,
43      "ordered_averaged_relative_error": 1.0250454351989902e-07
44    }
45  },
46  "sequence_experiment": {
47    "single_generator": {
48      "validation_mse": 0.00015276638441719115,
49      "commutator": 0.0,
50      "ordered_averaged_relative_error": 1.0536387407000802e-07,
51      "cycle_spectral_gain": 0.8712754249572754
52    },
53    "switched_unregularized": {
54      "validation_mse": 0.00013116185436956584,
55      "commutator": 0.0036527819736365125,
56      "ordered_averaged_relative_error": 0.009781953878700733,
57      "cycle_spectral_gain": 0.8592362403869629
58    },
59    "switched_commutator_regularized": {
60      "validation_mse": 7.156713400036097e-05,
61      "commutator": 0.002411186853325545,
62      "ordered_averaged_relative_error": 0.008214977569878101,
63      "cycle_spectral_gain": 0.865077793598175
64    }
65  }
66}