Structure-preserving SU(1,1) recurrent scan / results.json
Beats tuned baseline
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}