1{
 2  "math": {
 3    "predictions": {
 4      "phase identity": "max error should be machine precision for every integer m",
 5      "operator covariance": "relative residual should be machine precision for every integer m",
 6      "naive alias mismatch": "RMS should be sqrt(2)=1.41421356 for nonzero integer m (unit-modulus f)"
 7    },
 8    "rows": [
 9      {
10        "m": -3,
11        "phase_identity_max": 2.7755575615628914e-16,
12        "operator_relative_error": 5.327479555684243e-15,
13        "naive_factor_rms": 1.4142135623730951
14      },
15      {
16        "m": -2,
17        "phase_identity_max": 2.7755575615628914e-16,
18        "operator_relative_error": 2.2758485719395947e-15,
19        "naive_factor_rms": 1.4142135623730951
20      },
21      {
22        "m": -1,
23        "phase_identity_max": 3.376611507232129e-16,
24        "operator_relative_error": 5.63873769827775e-16,
25        "naive_factor_rms": 1.4142135623730951
26      },
27      {
28        "m": 0,
29        "phase_identity_max": 0.0,
30        "operator_relative_error": 0.0,
31        "naive_factor_rms": 0.0
32      },
33      {
34        "m": 1,
35        "phase_identity_max": 3.376611507232129e-16,
36        "operator_relative_error": 7.465067955672428e-16,
37        "naive_factor_rms": 1.4142135623730951
38      },
39      {
40        "m": 2,
41        "phase_identity_max": 2.7755575615628914e-16,
42        "operator_relative_error": 2.5505757618482353e-15,
43        "naive_factor_rms": 1.4142135623730951
44      },
45      {
46        "m": 3,
47        "phase_identity_max": 3.433175098891678e-16,
48        "operator_relative_error": 6.59984186903115e-15,
49        "naive_factor_rms": 1.4142135623730951
50      }
51    ],
52    "max_phase_error": 3.433175098891678e-16,
53    "max_operator_error": 6.59984186903115e-15,
54    "naive_nonzero_mean": 1.4142135623730951
55  },
56  "mlp": {
57    "training_steps": 900,
58    "test_rows": [
59      {
60        "m": -3,
61        "raw_rmse": 0.8345807790756226,
62        "canonical_gauge_rmse": 0.023443683981895447
63      },
64      {
65        "m": -2,
66        "raw_rmse": 0.9050758481025696,
67        "canonical_gauge_rmse": 0.023443683981895447
68      },
69      {
70        "m": -1,
71        "raw_rmse": 1.0948097705841064,
72        "canonical_gauge_rmse": 0.023443685844540596
73      },
74      {
75        "m": 0,
76        "raw_rmse": 0.026922335848212242,
77        "canonical_gauge_rmse": 0.023443685844540596
78      },
79      {
80        "m": 1,
81        "raw_rmse": 0.9201655387878418,
82        "canonical_gauge_rmse": 0.023443685844540596
83      },
84      {
85        "m": 2,
86        "raw_rmse": 0.79060298204422,
87        "canonical_gauge_rmse": 0.023443683981895447
88      },
89      {
90        "m": 3,
91        "raw_rmse": 0.7406444549560547,
92        "canonical_gauge_rmse": 0.023443683981895447
93      }
94    ],
95    "raw_nonzero_mean": 0.8809798955917358,
96    "canonical_nonzero_mean": 0.023443684602777164
97  }
98}