Global-Local Koopman Latent Dynamics / results.json
Mechanism failed
1{
2 "device": "cuda",
3 "math_check": {
4 "recurrence_max_abs_error": 0.0,
5 "spectral_radius_global": 0.9773944955850734,
6 "spectral_radius_local": 0.9882433910732719,
7 "zero_input_norm_ratio": 0.5339496010090748,
8 "stability_observed": true
9 },
10 "baseline": {
11 "mse_1": 0.012900187633931637,
12 "mse_10": 0.01693880558013916,
13 "mse_20": 0.02278328873217106,
14 "train_seconds": 19.49638926100033,
15 "params": 2760
16 },
17 "idea": {
18 "mse_1": 0.16764682531356812,
19 "mse_10": 0.07996399700641632,
20 "mse_20": 0.05285656824707985,
21 "train_seconds": 24.791314337000586,
22 "params": 2066,
23 "learned_rho_global": 0.9808694124221802,
24 "learned_rho_local": 0.9881287813186646
25 },
26 "lower_mse_at_20": false
27}