Research Article

[Retracted] Research on Network Layer Recursive Reduction Model Compression for Image Recognition

Table 2

Calculation cost in model reasoning.

DatasetLayers numberAccuracy (%)MACSequential propagation (msec)Reverse propagation (msec)Parameters

CIFAR-105692.888.19 × 1076.58412.93585.9K
3293.054.99 × 1073.9707.721409.1K

CIFAR-1005671.838.65 × 1076.20313.36613.6K
3571.995.44 × 1074.3508.075555.3K

ImageNet5075.894.11 × 10929.9559.5125.55M
3876.123.23 × 10922.9746.5323.80M