LU Decomposition is the factorization of a square matrix into two triangular matrices (one lower and one upper) where multiplying the resulting matrices gives the original matrix. This project is a ...

Abstract: FPGAs are becoming an attractive platform for accelerating many computations including scientific applications. These applications demand high performance and high precision arithmetic.

Abstract: Summary form only given. We first develop a novel architecture for fixed-point LU decomposition of streaming input matrices, on FPGAs. Our architecture, based on a circular linear array, ...

A complete example of batched refactorization in CUDA cuSOLVER. Batched refactorization module in cuSOLVER provides an efficient method to solve batches of linear systems with fixed left-hand side ...