Differentiable Persistence Landscape Layer / results.json
Failed on benchmark
1{
2 "prediction_checks": {
3 "single_point_equality": [
4 {
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15 },
16 {
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21 },
22 {
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27 }
28 ],
29 "multi_point_max_ratio": 0.9996997651918182,
30 "multi_point_mean_ratio": 0.9026762465402399,
31 "predicted_bound": 1.0,
32 "grid_convergence": {
33 "reference_dt": 0.0001,
34 "sweep": [
35 {
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38 "abs_error": 0.0003460212719203215,
39 "error_over_dt": 0.017301063596016075
40 },
41 {
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45 "error_over_dt": 0.013395697206344814
46 },
47 {
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50 "abs_error": 4.789709449697435e-05,
51 "error_over_dt": 0.00957941889939487
52 },
53 {
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55 "grid_norm": 0.03042305868909302,
56 "abs_error": 1.196696255396229e-05,
57 "error_over_dt": 0.004786785021584916
58 },
59 {
60 "dt": 0.00125,
61 "grid_norm": 0.03041406952382398,
62 "abs_error": 2.9777972849198697e-06,
63 "error_over_dt": 0.0023822378279358958
64 }
65 ],
66 "prediction": "error decreases as dt decreases"
67 },
68 "autograd_finite_nonzero": true
69 },
70 "clean_accuracy": {
71 "padded_birth_death": 1.0,
72 "landscape": 1.0
73 },
74 "noise_accuracy": [
75 {
76 "sigma": 0.01,
77 "padded_birth_death": 1.0,
78 "landscape": 1.0
79 },
80 {
81 "sigma": 0.03,
82 "padded_birth_death": 1.0,
83 "landscape": 1.0
84 },
85 {
86 "sigma": 0.07,
87 "padded_birth_death": 1.0,
88 "landscape": 1.0
89 }
90 ]
91}