Tensor Slicing and Optimization for Multicore NPUs

no code implementations • 6 Apr 2023 • Rafael Sousa, Marcio Pereira, Yongin Kwon, TaeHo Kim, Namsoon Jung, Chang Soo Kim, Michael Frank, Guido Araujo

Although code generation for Convolution Neural Network (CNN) models has been extensively studied, performing efficient data slicing and parallelization for highly-constrai\-ned Multicore Neural Processor Units (NPUs) is still a challenging problem.

Code Generation Compiler Optimization