PSD-plus-low-rank curvature optimizer / results.json
Mechanism failed
1{
2 "toy": {
3 "eta_critical": 1.4568981202476379,
4 "lambda_max_M": 1.372779587127237,
5 "below_spectral_radius": 0.9000000000000014,
6 "above_spectral_radius": 1.1000000000000012,
7 "below_boundary_decay": true,
8 "above_boundary_growth": true,
9 "negative_H_eigenvalues": 0,
10 "negative_C_eigenvalues": 1,
11 "passed": true
12 },
13 "digits": {
14 "device": "cuda",
15 "sgd": {
16 "final_loss": 1.5127718448638916,
17 "min_loss": 1.5127718448638916,
18 "accuracy": 0.5622222222222222,
19 "diverged": false
20 },
21 "psd_lowrank": {
22 "final_loss": 2.9690754413604736,
23 "min_loss": 1.6279817819595337,
24 "accuracy": 0.15777777777777777,
25 "diverged": false
26 }
27 }
28}