Spectrally safeguarded DFP / results.json
Beats tuned baseline
1{
2 "math_check": {
3 "secant_error": 5.860305688981863e-15,
4 "ordinary_min_eig": 0.018799222502541724,
5 "floor_min_eig": 0.001,
6 "safeguard_triggered": true,
7 "secant_pass": true,
8 "floor_pass": true
9 },
10 "results": {
11 "sgd": {
12 "final_loss": 0.6931036710739136,
13 "final_grad_norm": 0.15047858655452728,
14 "best_loss": 0.6931036710739136,
15 "gradient_evals": 100,
16 "min_H_eigenvalue": Infinity,
17 "safeguards": 0
18 },
19 "dfp": {
20 "final_loss": 1.7707825463730842e-05,
21 "final_grad_norm": 0.0005194827099330723,
22 "best_loss": 1.8205926608061418e-05,
23 "gradient_evals": 100,
24 "min_H_eigenvalue": 0.01964587436547417,
25 "safeguards": 0
26 },
27 "safeguarded_dfp": {
28 "final_loss": 0.015183127485215664,
29 "final_grad_norm": 0.013944699428975582,
30 "best_loss": 0.01658708229660988,
31 "gradient_evals": 100,
32 "min_H_eigenvalue": 0.031070194221952757,
33 "safeguards": 30
34 }
35 }
36}