12 citations · 12 across the 2 of their papers we have counts for
2 papers
cs.PF2023★ 12 cited
Tensor Slicing and Optimization for Multicore NPUs
Rafael Sousa, Marcio Pereira, Yongin Kwon +5
Although code generation for Convolution Neural Network (CNN) models has been extensively studied, performing efficient data slicing and parallelization for highly-constrai\-ned Mu…
cs.CV2023
Advancing Direct Convolution using Convolution Slicing Optimization and ISA Extensions
Victor Ferrari, Rafael Sousa, Marcio Pereira +4
Convolution is one of the most computationally intensive operations that must be performed for machine-learning model inference. A traditional approach to compute convolutions is k…