Structure-preserving SU(1,1) recurrent scan / results.json

✓✓ Beats tuned baseline

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 1{
 2  "math": {
 3    "exact_max_invariant_error": 1.532107773982716e-14,
 4    "exact_final_invariant_error": 1.3766765505351941e-14,
 5    "euler_final_invariant_error": 0.4571166876466646,
 6    "euler_max_invariant_error": 0.4571166876466646,
 7    "M2_error": 1.1102230246251565e-16
 8  },
 9  "training": {
10    "device": "cuda",
11    "su11": {
12      "initial_train_loss": 1.3101755380630493,
13      "final_train_loss": 0.25060752034187317,
14      "validation_loss": 0.2867981493473053,
15      "validation_accuracy": 0.875,
16      "seconds": 54.60531187057495,
17      "parameters": 26
18    },
19    "tanh_rnn": {
20      "initial_train_loss": 0.7156127691268921,
21      "final_train_loss": 0.17133896052837372,
22      "validation_loss": 0.25913992524147034,
23      "validation_accuracy": 0.8828125,
24      "seconds": 9.171704053878784,
25      "parameters": 38
26    }
27  }
28}