Bounded Commuting Cochain Layer / results.json

Mechanism confirmed, baseline not beaten

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 1{
 2  "seed": 17,
 3  "repeat_seeds": [
 4    17,
 5    23,
 6    41,
 7    59,
 8    71
 9  ],
10  "incidence_d1_d0_max": 0.0,
11  "checks": [
12    {
13      "name": "compatible",
14      "idempotence_k0": 0.0,
15      "idempotence_k1": 2.0644725908840334e-16,
16      "commutation_defect_d0": 4.0615860275128354e-16,
17      "commutation_defect_d1": 1.9229626863835638e-16,
18      "bound_k0": 1.0,
19      "bound_k1": 1.0000000000000002
20    },
21    {
22      "name": "independent",
23      "idempotence_k0": 0.0,
24      "idempotence_k1": 3.2123061032740507e-16,
25      "commutation_defect_d0": 1.6641005886756872,
26      "commutation_defect_d1": 1.4675987714106857,
27      "bound_k0": 1.0,
28      "bound_k1": 1.0000000000000002
29    }
30  ],
31  "denoising_mse": {
32    "baseline_no_projection": 0.5061872005462646,
33    "bounded_commuting_layer": 0.4388582706451416
34  },
35  "relative_mse_reduction": 0.13301191699130943,
36  "repeat_mse_mean_std": {
37    "baseline_no_projection": [
38      0.4934621870517731,
39      0.007524968471348944
40    ],
41    "bounded_commuting_layer": [
42      0.4176922798156738,
43      0.010765881767199743
44    ],
45    "relative_reduction_mean": 0.1536143852651624
46  }
47}