187 citations · 237 across the 6 of their papers we have counts for
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cs.DC2023★ 3 cited
Fast Matrix Multiplication via Compiler-only Layered Data Reorganization and Intrinsic Lowering
Braedy Kuzma, Ivan Korostelev, João P. L. de Carvalho +4
The resurgence of machine learning has increased the demand for high-performance basic linear algebra subroutines (BLAS), which have long depended on libraries to achieve peak perf…
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…