Fourier-Calibrated Nonlocal Feature Gradient / results.json
Mechanism failed
1{
2 "device": "cpu (CUDA runtime fallback)",
3 "math_check": {
4 "m_min": 0.0,
5 "m_max": 1.1329647302627563,
6 "low_frequency_m": 0.03793635591864586,
7 "nyquist_m": 0.9514724016189575,
8 "high_to_low_ratio": 25.080753766500397,
9 "parseval_relative_error": 4.4390450866312006e-08,
10 "delta1_mean_multiplier": 1.0,
11 "delta3_mean_multiplier": 1.0,
12 "positive_multiplier": true,
13 "high_frequency_more_penalized": true,
14 "literal_symmetric_G_linear_rms": 7.576756954193115
15 },
16 "cuda_error": "RuntimeError('GET was unable to find an engine to execute this computation')",
17 "baseline": {
18 "accuracy": 0.7066666483879089,
19 "final_loss": 2.1702358722686768,
20 "grad_norm_std": 0.03657461082065977,
21 "output_high_frequency_energy": 0.4690972864627838,
22 "seconds": 0.4404749579844065
23 },
24 "nonlocal": {
25 "accuracy": 0.5311111211776733,
26 "final_loss": 1.8535215854644775,
27 "grad_norm_std": 0.11751061835707124,
28 "output_high_frequency_energy": 0.47383901476860046,
29 "seconds": 2.2515409939805977
30 }
31}