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05/15/2023
Fast Matrix Multiplication via Compiler-only Layered Data Reorganization and Intrinsic Lowering
The resurgence of machine learning has increased the demand for high-per...
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04/06/2023
Tensor Slicing and Optimization for Multicore NPUs
Although code generation for Convolution Neural Network (CNN) models has...
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03/08/2023
Advancing Direct Convolution using Convolution Slicing Optimization and ISA Extensions
Convolution is one of the most computationally intensive operations that...
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07/12/2022
The OpenMP Cluster Programming Model
Despite the various research initiatives and proposed programming models...
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02/05/2022