ISS-Gated Positive Neural State Module / results.json
Failed on benchmark
1{
2 "verification": {
3 "euler_boundary_observed": 1.9505897637458247,
4 "euler_boundary_predicted": 2.0,
5 "steady_energy_log_slope_observed": 1.9728565770141386,
6 "steady_energy_log_slope_predicted": 2.0,
7 "small_amplitude_V_over_a2_observed": 0.49616825729635144,
8 "small_amplitude_V_over_a2_predicted": 0.5,
9 "nominal_log_V_rate_observed": -1.9638715636123434,
10 "nominal_log_V_rate_predicted": -2.0,
11 "mass_action_field_absolute_error": 0.0,
12 "amplitudes": [
13 0.01,
14 0.02,
15 0.04,
16 0.08,
17 0.16,
18 0.25,
19 0.35
20 ],
21 "steady_V": [
22 4.9834161699791046e-05,
23 0.0001986798421033109,
24 0.0007895416794125865,
25 0.003117924427018637,
26 0.012167205937197001,
27 0.028929439142762137,
28 0.05514119980795651
29 ],
30 "V_over_a2": [
31 0.49834161699791046,
32 0.4966996052582773,
33 0.49346354963286654,
34 0.487175691721662,
35 0.47528148192175784,
36 0.4628710262841942,
37 0.45013224333025725
38 ]
39 },
40 "sequence_demo": {
41 "positive_train_mse": 0.009408603027515205,
42 "tanh_train_mse": 0.007007153946065799,
43 "positive_long_noisy_mse": 0.007489942169635676,
44 "tanh_long_noisy_mse": 0.008503701528992338,
45 "positive_params": [
46 -1.4240146066615198,
47 -0.20845038409778885,
48 -0.6393951812459648,
49 0.382630939957886
50 ],
51 "tanh_params": [
52 -0.31257489769682506,
53 0.5765588356922289,
54 -0.49489384913873785,
55 0.021972506298261384
56 ]
57 }
58}