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Title:
Benchmarking of GPU NVIDIA CUDA, CUBLAS and MAGMA Libraries Based on Matrix Multiplication Problem
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Subject:
Mathematics ; Algebra ; Library Science; Information Science
Uncontrolled Keywords:
Parallel computing ; Matrix algebra ; Graphical processor
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Abstract:
Solving linear systems of equations is a fundamental problem in scientific computing. Many scientific computer applications need a high-performance matrix algebra. The major hardware developments always influenced the new developments in linear algebra libraries.