Differentiable Euler-density morphology loss / results.json

Mechanism confirmed, baseline not beaten

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 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}