[Retracted] Research on Efficient Deep Learning Algorithm Based on ShuffleGhost in the Field of Virtual Reality

Table 2

The structure of Ghost-like network for tiny ResNet experiment.

Layers	Output size	Ghost-like network	Parameters
Convolution		conv, stride 1	216
BatchNorm, ReLU			6
Ghost bottleneck		Ghost-like module × 2	3604
Ghost bottleneck		Ghost-like module × 2	13800
Ghost bottleneck		Ghost-like module × 2	34680
Ghost bottleneck		Ghost-like module × 2	61214
Ghost bottleneck		Ghost-like module × 2	116432
Ghost bottleneck × 3		Ghost-like module × 2	218960, 174880, 174880
Ghost bottleneck		Ghost-like module × 2	276592
Ghost bottleneck × 3		Ghost-like module × 2	718288, 695360, 695360
Convolution		conv, stride 1	4800
BatchNorm, ReLU			960
Pooling		Global average pooling	0
Dense		10D fully connected, softmax	76810
			3266852