Table 7. Feature interactions—Speedups for V100 vs. 40 CPU cores on 200 test rows.

Model	CPU (s)	Std	GPU (s)	Std	Speedup
Covtype-small	0.14	0.01	0.02	0.01	8.32
Covtype-med	21.50	0.32	0.19	0.02	114.41
Covtype-large	2,055.78	4.19	28.85	0.06	71.26
Cal_housing-small	0.01	0.00	0.01	0.00	1.44
Cal_housing-med	0.53	0.04	0.04	0.01	12.05
Cal_housing-large	93.67	0.28	8.55	0.04	10.96
Fashion_mnist-small	11.35	0.87	4.04	0.67	2.81
Fashion_mnist-med	578.90	1.23	4.91	0.71	117.97
Fashion_mnist-large	21,603.53	622.60	63.53	0.78	340.07
Adult-small	0.06	0.09	0.01	0.00	11.25
Adult-med	1.74	0.30	0.04	0.01	39.38
Adult-large	67.29	6.22	2.76	0.00	24.38