Sensitivity-Conditioned Neural ODE Pruning / results.json
Failed on benchmark
1{
2 "seed": 2218,
3 "device": "cuda",
4 "mechanism": {
5 "alpha_values": [
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7 0.5,
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11 ],
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18 ],
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25 ],
26 "predicted_alpha_exponent": 2.0,
27 "observed_information_exponent": 2.0,
28 "observed_residual_exponent": 2.0,
29 "angles_rad": [
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37 "angle_residuals": [
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45 "predicted_angle_law": "r = C sin(angle)^2",
46 "angle_law_ratio_cv": 1.0473123339835102e-15,
47 "noise_sigmas": [
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59 "predicted_noise_exponent": -2.0,
60 "observed_noise_exponent": -1.9999999999999991,
61 "pass": true
62 },
63 "pruning_experiment": {
64 "sensitivity": {
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66 "parameters": 24,
67 "mse": 1.2659432968575857e-06,
68 "terminal_error": 0.002210170030593872,
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70 "removed_mean_residual": 4.8142506596859433e-32
71 },
72 "magnitude": {
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75 "mse": 2.3050238269206602e-06,
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78 "removed_mean_residual": 5.666131864251855e-32
79 },
80 "random": {
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82 "parameters": 24,
83 "mse": 3.943323179100844e-07,
84 "terminal_error": 0.0013132691383361816,
85 "removed_mean_information": 0.9610736561475837,
86 "removed_mean_residual": 1.2338823850433281e-31
87 }
88 }
89}