Communications of the ACM

The Origins of GPU Computing

Government-funded academic research on parallel computing, stream processing, real-time shading languages, and programmable ...

The Reason Your AI Copy Sounds Off And How To Fix It

Every word you type into an AI tool gets converted into numbers. Not metaphorically, literally. Each word (called a token) is ...
IEEE

Bs-SpMM:Accelerate Sparse Matrix-Matrix Multiplication by Balanced Split Strategy on the GPU

Abstract: Sparse Matrix-Matrix Multiplication(SpMM) is a commonly utilized operation in various domains, particularly in the increasingly popular Graph Neural Networks(GNN) framework. The current ...
IEEE

Vectorization of Narrow Matrix Multiplication for Ascend AI Inference Acceleration

Abstract: This research proposes and evaluates a novel approach to optimizing matrix multiplication (MatMul) on Huawei Ascend NPUs, motivated by a key insight: during matrix-vector multiplication ...