Table 3.

Specification and bottle neck block of MobileNetv3.

Input	Operator	Size	Output	Stride
224 × 224 × 3	conv2d, 3 × 3	–	16	2
112 × 112 × 16	bneck, 3 × 3	16	16	2
56 × 56 × 16	bneck, 3 × 3	72	24	2
28 × 28 × 24	bneck, 5 × 5	88	24	1
28 × 28 × 24	bneck, 5 × 5	96	40	2
14 × 14 × 40	bneck, 5 × 5	240	40	1
14 × 14 × 40	bneck, 5 × 5	240	40	1
14 × 14 × 40	bneck, 5 × 5	120	48	1
14 × 14 × 48	bneck, 5 × 5	144	48	1
14 × 14 × 48	bneck, 5 × 5	288	96	2
7 × 7 × 96	bneck, 5 × 5	576	96	1
7 × 7 × 96	bneck, 5 × 5	576	96	1
7 × 7 × 96	conv2d, 1 × 1	–	576	1
7 × 7 × 576	pool, 7 × 7	–	–	1
1 × 1 × 576	conv2d, 1 × 1, NBN	–	1024	1
1 × 1 × 1024	conv2d, 1 × 1, NBN	–	k	1