Fourier-Tumble Oscillatory Memory / results.json

Unverified

Raw ⬇ ZIP
 1{
 2  "seed": 2703,
 3  "prediction_1_stability": {
 4    "predicted_max_abs_Pi": 1.0,
 5    "observed_max_abs_Pi": 0.9352354935294387,
 6    "predicted_max_jacobian": 1.0,
 7    "observed_max_jacobian": 0.937288162687286,
 8    "all_jacobians_le_one": true
 9  },
10  "prediction_2_correlation": {
11    "Pi_real": 0.9310632489491795,
12    "Pi_imag": 0.18873586425530814,
13    "predicted_gamma": 0.06893675105082053,
14    "observed_fit_gamma": 0.06893675105082053,
15    "predicted_omega": 0.18873586425530814,
16    "observed_fit_omega": 0.18873586425530814,
17    "relative_gamma_error": 0.0,
18    "relative_omega_error": 0.0
19  },
20  "prediction_3_memory_scaling": {
21    "rows": [
22      {
23        "Pi_abs": 0.0,
24        "gamma": 1.0,
25        "predicted_1_over_gamma": 1.0,
26        "observed_envelope_1e_time": 1.0,
27        "jacobian_norm": 0.36787944117144233
28      },
29      {
30        "Pi_abs": 0.5,
31        "gamma": 0.5099667110793792,
32        "predicted_1_over_gamma": 1.9609123071649757,
33        "observed_envelope_1e_time": 1.9609123071649757,
34        "jacobian_norm": 0.6005155689946461
35      },
36      {
37        "Pi_abs": 0.8,
38        "gamma": 0.21594673772700668,
39        "predicted_1_over_gamma": 4.6307715065562585,
40        "observed_envelope_1e_time": 4.6307715065562585,
41        "jacobian_norm": 0.8057782183099917
42      },
43      {
44        "Pi_abs": 0.9,
45        "gamma": 0.11794007994288247,
46        "predicted_1_over_gamma": 8.47888182273823,
47        "observed_envelope_1e_time": 8.47888182273823,
48        "jacobian_norm": 0.8887493049282751
49      },
50      {
51        "Pi_abs": 0.95,
52        "gamma": 0.06893675105082053,
53        "predicted_1_over_gamma": 14.506050615335713,
54        "observed_envelope_1e_time": 14.506050615335713,
55        "jacobian_norm": 0.9333857138768512
56      },
57      {
58        "Pi_abs": 0.98,
59        "gamma": 0.03953475371558324,
60        "predicted_1_over_gamma": 25.29420082376369,
61        "observed_envelope_1e_time": 25.29420082376369,
62        "jacobian_norm": 0.9612365468685327
63      }
64    ]
65  },
66  "delayed_recall": [
67    {
68      "delay": 1,
69      "tanh_rnn_mse": 0.002500000000000005,
70      "fourier_tumble_mse": 0.006920437812271139
71    },
72    {
73      "delay": 5,
74      "tanh_rnn_mse": 0.05117506423837902,
75      "fourier_tumble_mse": 0.3413782104817994
76    },
77    {
78      "delay": 10,
79      "tanh_rnn_mse": 0.16101204393178462,
80      "fourier_tumble_mse": 1.336891377197704
81    },
82    {
83      "delay": 20,
84      "tanh_rnn_mse": 0.41154031174801925,
85      "fourier_tumble_mse": 1.4473894604560185
86    },
87    {
88      "delay": 40,
89      "tanh_rnn_mse": 0.7594910612548074,
90      "fourier_tumble_mse": 0.962308387175156
91    },
92    {
93      "delay": 80,
94      "tanh_rnn_mse": 0.9672420088210498,
95      "fourier_tumble_mse": 1.0066151622310646
96    }
97  ]
98}