Fourier-Tumble Oscillatory Memory / results.json
Unverified
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": {
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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 {
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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,
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33 "observed_envelope_1e_time": 1.9609123071649757,
34 "jacobian_norm": 0.6005155689946461
35 },
36 {
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40 "observed_envelope_1e_time": 4.6307715065562585,
41 "jacobian_norm": 0.8057782183099917
42 },
43 {
44 "Pi_abs": 0.9,
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47 "observed_envelope_1e_time": 8.47888182273823,
48 "jacobian_norm": 0.8887493049282751
49 },
50 {
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53 "predicted_1_over_gamma": 14.506050615335713,
54 "observed_envelope_1e_time": 14.506050615335713,
55 "jacobian_norm": 0.9333857138768512
56 },
57 {
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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,
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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}