Differentiable Euler-density morphology loss / results.json
Mechanism confirmed, baseline not beaten
1{
2 "temperature_errors": {
3 "T": [
4 0.2,
5 0.1,
6 0.05,
7 0.02,
8 0.01
9 ],
10 "error": [
11 0.022068945690989494,
12 0.014694676734507084,
13 0.010035447776317596,
14 0.0059878467582166195,
15 0.003944408148527145
16 ]
17 },
18 "constant_field": {
19 "occupied": 0.0,
20 "empty": 1.9287500195714833e-22,
21 "predicted": [
22 0.0,
23 0.0
24 ]
25 },
26 "iid_bernoulli": {
27 "q": 0.35,
28 "empirical": 0.11982738971710205,
29 "predicted": 0.12000625000000001,
30 "abs_error": 0.00017886028289795797,
31 "note": "finite-grid variance and overlapping windows make exact agreement approximate"
32 },
33 "denoising": {
34 "baseline": {
35 "mse": 0.005974696483463049,
36 "hard_euler_mae": 0.0013299556449055672,
37 "soft_target_mse": 0.00031454412965103984
38 },
39 "euler_lambda_0.2": {
40 "mse": 0.005974621511995792,
41 "hard_euler_mae": 0.0013293453957885504,
42 "soft_target_mse": 0.000314175384119153
43 }
44 }
45}