Moment-Sharp Spectral-Norm Control / results.json
Mechanism confirmed, baseline not beaten
1{
2 "sanity": {
3 "random_bound_minus_true_max": [
4 [
5 3,
6 0.11826261871164886,
7 1.2458506632298025
8 ],
9 [
10 5,
11 0.21836460116578976,
12 1.5893776858982678
13 ],
14 [
15 10,
16 0.47433732743115087,
17 3.6211179693465656
18 ],
19 [
20 24,
21 0.9592209839575727,
22 5.3156131681345435
23 ]
24 ],
25 "max_violation": -0.11826261871164886,
26 "clustered_exact_bound": 9.0,
27 "hutchinson_2000_probe_abs_error": [
28 0.0,
29 0.0
30 ]
31 },
32 "experiment": {
33 "weight_decay_baseline": {
34 "final_loss": 0.04228072240948677,
35 "mean_last20_loss": 0.04133407985791564,
36 "val_accuracy": 0.9666666666666667,
37 "max_grad_norm": 0.8295876979827881,
38 "seconds": 0.656698373000836,
39 "true_sigma_max": 3.12701061417523,
40 "moment_bound_sigma_max": 4.039054325668275,
41 "per_layer_true_sigma": [
42 3.12701061417523,
43 2.290517299144598,
44 1.491694104174947
45 ],
46 "per_layer_bound_sigma": [
47 4.039054325668275,
48 3.220958380344012,
49 2.073891055843045
50 ]
51 },
52 "K2_moment_rescale": {
53 "final_loss": 0.24251629412174225,
54 "mean_last20_loss": 0.2790691241621971,
55 "val_accuracy": 0.94,
56 "max_grad_norm": 0.778740644454956,
57 "seconds": 0.8602603210019879,
58 "true_sigma_max": 1.5439435366500303,
59 "moment_bound_sigma_max": 2.000000056124408,
60 "per_layer_true_sigma": [
61 1.5439435366500303,
62 1.4696971193323651,
63 1.487428996851836
64 ],
65 "per_layer_bound_sigma": [
66 2.000000056124408,
67 1.9999999828686161,
68 2.000000007668706
69 ]
70 }
71 }
72}