Conserved Poisson Feature Noise / results.json
Mechanism failed
1{
2 "seed": 530,
3 "device": "cuda",
4 "math_check": {
5 "lambda_max": 7.695518130045151,
6 "dt": 0.02598915324741449,
7 "max_mass_error": 2.842170943040401e-14,
8 "minimum_density": 0.0,
9 "variance": 0.6497983036904349,
10 "covariance_by_manhattan_distance": {
11 "1": -0.06845996517792434,
12 "2": -0.0232729996146715,
13 "3": -0.011422420885408902,
14 "4": -0.006511557347865107,
15 "5": -0.004450853151625107,
16 "6": -0.003682147541657308,
17 "7": -0.003057762605781309,
18 "8": -0.003270246452740761
19 },
20 "iid_control_covariance_by_distance": {
21 "1": 0.0,
22 "2": 0.0,
23 "3": 0.0,
24 "4": 0.0,
25 "5": 0.0,
26 "6": 0.0,
27 "7": 0.0,
28 "8": 0.0
29 },
30 "mass_and_positivity_pass": true
31 },
32 "training": {
33 "none": {
34 "test_accuracy": 0.9533333778381348,
35 "final_train_loss": 0.08340084816051928,
36 "seconds": 1.5938224792480469,
37 "loss_curve": [
38 2.0972225904110724,
39 1.4291683342515227,
40 0.9327755895206109,
41 0.6129756070723247,
42 0.4054093037876449,
43 0.3062709085836885,
44 0.2454119841301981,
45 0.20089397039029364,
46 0.17024876404091793,
47 0.15585475722528336,
48 0.13518006105111455,
49 0.12238300303529613,
50 0.10969264922579218,
51 0.09961243650275155,
52 0.08340084816051928
53 ]
54 },
55 "iid": {
56 "test_accuracy": 0.9466667175292969,
57 "final_train_loss": 0.135442558125646,
58 "seconds": 1.3821752071380615,
59 "loss_curve": [
60 2.109939271286849,
61 1.427363963771415,
62 0.9361887444101091,
63 0.6294087012476096,
64 0.4632385913628335,
65 0.35047500493708766,
66 0.29577612104730955,
67 0.24174820249533777,
68 0.21313772351102822,
69 0.1848188941688474,
70 0.170194622834435,
71 0.1625675045412916,
72 0.13656881006341912,
73 0.13495629646973692,
74 0.135442558125646
75 ]
76 },
77 "conserved": {
78 "test_accuracy": 0.9555555582046509,
79 "final_train_loss": 0.10336331189585865,
80 "seconds": 9.064393520355225,
81 "loss_curve": [
82 2.0912976183533756,
83 1.3558931674617436,
84 0.8157981077033498,
85 0.5158749125405604,
86 0.36906845497040724,
87 0.27893598323498464,
88 0.22457346363295957,
89 0.1886073439295591,
90 0.15981308026232363,
91 0.14760468503060656,
92 0.13683189993756031,
93 0.14023440330667503,
94 0.11464952836511484,
95 0.10568427618070275,
96 0.10336331189585865
97 ]
98 }
99 }
100}