IEEE

Modified Compressed Sparse Row Format for Accelerated FPGA-Based Sparse Matrix Multiplication

Abstract: This contribution presents a new Modified Compressed Sparse Row (MCSR) format designed for multi-core FPGA-based hardware accelerators for the calculation of Sparse Matrix Vector ...
IEEE

MdCSR: A Memory-Efficient Sparse Matrix Compression Format

Abstract: Efficient representation of sparse matrices is critical for reducing memory usage and improving performance in hardware-accelerated computing systems. This letter presents memory-efficient ...
GitHub

compressed-sparse-row

A high-performance implementation of Sparse Matrix-Vector Multiplication in C++ with serial, parallel (OpenMP), and GPU-accelerated (CUDA) versions, demonstrating the performance benefits of ...
note

MegaBlocks: Efficient Sparse Training with Mixture-of-Experts

下記の文章は論文のアブストラクトをChatGPTに解釈させたものであり、正確性は保証しません。 Question 1: 何に関する論文か、専門外の研究者向けに詳しく説明してください。 この論文は「MegaBlocks」というシステムに関するもので、GPU上でのミクスチャ・オブ ...