Coordinate-Free BT Monitor for Neural ODEs / results.json
Failed on benchmark
1{
2 "math": {
3 "predictions": {
4 "a(c) predicted slope/intercept": [
5 1.0,
6 0.0
7 ],
8 "a(c) observed slope/intercept": [
9 1.0000000000000002,
10 1.5999999999953813e-06
11 ],
12 "b(d) predicted slope/intercept": [
13 1.0,
14 0.0
15 ],
16 "b(d) observed slope/intercept": [
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18 -3.544058067026781e-17
19 ],
20 "zero crossing a at c=0 observed": 1.6000000000000143e-06,
21 "zero crossing b at d=0 observed": 0.0,
22 "finite_difference predicted a(h),b(h)": [
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43 ],
44 "finite_difference observed h=[0.1,...]": [
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49 [
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53 [
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61 [
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65 ]
66 },
67 "nilpotent_check": [
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70 [
71 1.0,
72 -0.0
73 ]
74 ]
75 },
76 "training": {
77 "baseline": {
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79 "d": 1.000077383534125,
80 "task_loss": 1.5242303788077878e-08,
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108 1.5115136708402457e-08,
109 1.0001005299870327,
110 1.0000729931118268
111 ]
112 ]
113 },
114 "bt_penalty": {
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117 "task_loss": 2.5571525216354973e-10,
118 "history": [
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150 }
151 }
152}