Table 8 Comparison among different PBKD Methods in CIFAR-10.

From: Counterclockwise block-by-block knowledge distillation for neural network compression

Dataset

Method

Accuracy change

Param\(\downarrow\)

FLOPs\(\downarrow\)

CIFAR-10

PBKD43

− 3.05%

1.40\(\times\)

2.69\(\times\)

PBKD44

− 0.73%

1.40\(\times\)

2.37\(\times\)

CBKD

− 0.3%

\({\textbf {10.58}}\varvec{\times }\)

\({\textbf {2.75}}\varvec{\times }\)

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