Contractive projected residual dynamics / results.json
Beats tuned baseline
1{
2 "device": "cuda",
3 "math_check": {
4 "trials": 1000,
5 "max_distance_ratio": 0.03677393009778223,
6 "mean_distance_ratio": 0.00971466035670932,
7 "violations": 0,
8 "max_abs_state": 1.0,
9 "step": 0.01,
10 "duration": 20.0
11 },
12 "baseline": {
13 "loss_start": 2.6696014404296875,
14 "loss_final": 0.23463965952396393,
15 "accuracy": 0.90625,
16 "perturbation_ratio": 9.670035362243652,
17 "mean_final_norm": 36.43422317504883,
18 "max_abs_final": 14.55630111694336,
19 "parameters": 305
20 },
21 "idea": {
22 "loss_start": 0.7170059680938721,
23 "loss_final": 0.3135828673839569,
24 "accuracy": 0.8046875,
25 "perturbation_ratio": 0.0672798827290535,
26 "mean_final_norm": 2.206583023071289,
27 "max_abs_final": 1.0,
28 "parameters": 321
29 }
30}