Re-compact: Structured Pruning and SpMM Kernel Co-design for Accelerating DNNs on GPUs.

Yuling Zhang Ao Ren Xianzhang Chen Qiu Lin Yujuan Tan Duo Liu

Published in: ICCD (2023)

Keyphrases

kernel function
search space
parallel processing
pruning method
general purpose
kernel methods

kernel regression
graphics hardware
pruning methods
structured representation
pruning algorithms
component analysis

sparse kernel
tree pruning
pairwise
kernel space
convolution kernel
compact representations

binary codes
pruning strategy
graphics processing units
kernel matrix
multi class