Table 1.

Depthwise separable vs. full convolution MobileNet (Jeatrakul and Wong, 2009; Howard et al., 2017).

Model	ImageNet accuracy %	Million mult-adds	Million parameters
Conv. MobileNet	71.7	4,866	29.3
MobileNet	70.6	569	4.2