Contractive projected residual dynamics / results.json

✓✓ Beats tuned baseline

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 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}