GitHub

A compact CLI toolkit to convert, analyze and discover relationships across datasets (tensors, matrices, tabular, text and more).

TensorPack is a software product with a command-line interface (CLI) that helps convert and analyze data between different formats. It focuses on converting tensors (multi-dimensional arrays) to ...
IEEE

Distributed-Memory Parallel Algorithms for Sparse Matrix and Sparse Tall-and-Skinny Matrix Multiplication

Abstract: We consider a sparse matrix-matrix multiplication (SpGEMM) setting where one matrix is square and the other is tall and skinny. This special variant, TS-SpGEMM, has important applications in ...
IEEE

FPGA Implementation of Sparse Matrix Vector Multiplication with Small-Scale Matrix Element Router

Abstract: Sparse Matrix Vector multiplication (SpMV) is a fundamental operation in various computational science applications, characterized by a significant degree of inherent parallelism. Recent ...
GitHub

cuPDLPx: A GPU-Accelerated First-Order LP Solver

cuPDLPx is a GPU-accelerated linear programming solver based on a restarted Halpern PDHG method specifically tailored for GPU architectures. It incorporates a Halpern update scheme, an adaptive ...