Table 2.

ConVNet's total convolutional operations.

l	n l−1	s l	n l	m l	Number of convolutional operations in the lth layer
1	1	3	32	256	1 × 32 × 32 × 2562=18,874,368
2	32	3	32	128	32 × 32 × 32 × 1282=150,994,944
3	32	3	64	64	32 × 32 × 64 × 642=75,497,472
Total convolutional operations					245,366,784