int8-gemm-small.cpp: compute int8 matrix multiplication in small sizes int8-gemm-large.cpp: compute int8 matrix multiplication in large sizes bf16-gemm-small.cpp ...
Abstract: The rapid growth of AI has led to the introduction of several new hardware designs to accelerate the matrix multiplication operation at the heart of AI applications. Examples include ...
This project demonstrates a 2D weight-stationary systolic architecture for matrix multiplication, implemented in SystemC. Designed to be efficient in handling matrix multiplications, this project ...
Abstract: Sparsification technology is crucial for deploying convolutional neural networks in resource-constrained environments. However, the efficiency of sparse models is hampered by irregular ...
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