Investigation of Effectiveness of Shuffled Frog-Leaping Optimizer in Training a Convolution Neural Network

Table 1

Properties of the layers of the LeNet-5 [48].

Layer	Size	Num. of feature maps	Num. of parameters	Num. of connections
Input	32 × 32	…	…	…
C1	28 × 28	6	156	122304
S2	14 × 14	6	12	5880
C3	10 × 10	16	1516	151600
S4	5 × 5	16	32	2000
C5	1 × 1	120	…	48120
F6	1 × 1	84	10164	…