{ "device": "cuda", "math_single_residual": 5.9650624280038755e-06, "math_32_product_residual": 1.3061589925200678e-05, "KLU": { "parameters": 564, "train_loss_0_100_300": [ 0.07692967355251312, 0.0011512121418491006, 0.00042202480835840106 ], "test_mse": 0.0005223150947131217, "norm_drift": 2.123415470123291e-07, "unitarity_residual": 8.673438287587487e-07, "seconds": 19.60685217997525, "mean_grad_norm": 0.017432200691068662 }, "dense": { "parameters": 4352, "train_loss_0_100_300": [ 0.07300132513046265, 0.0014969450421631336, 0.0002997505653183907 ], "test_mse": 0.0003739910898730159, "norm_drift": 0.009013999253511429, "unitarity_residual": 0.543326735496521, "seconds": 13.261652046989184, "mean_grad_norm": 0.004672153878406284 } }