Bounded Commuting Cochain Layer / results.json
Mechanism confirmed, baseline not beaten
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}