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UCSD-computational-number-theory/GPUFiniteFieldMatrices.jl

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GPU Matrices

This repository contains implementations for a variety of matrix types on the GPU. Currently, the repository contains:

  1. CuModMatrix, a CuArray wrapper which represents a matrix mod N. CuModMatrix pads elements to 32, and has various matrix operations implemented as GPU kernels. This includes:
    • matrix multiplication (for N < ~2^26)
    • if N is prime, RREF, LU decomposition, and PLUQ decomposition.
  2. KaratsubaMatrices, a matrix type implementing Karatsuba (matrix) multiplication. This also supports addition, subtraction, and other basic operations.

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Computational linear algebra library.

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