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  1. 1. Sparse-Matrix support for the SkePU library for portable CPU/GPU programming

    Master-uppsats, Linköpings universitet/Institutionen för datavetenskap

    Författare :Vishist Sharma; [2016]
    Nyckelord :Sparse Matrix; SkePU; auto tuning; CPU GPU programming; conversion function; profile guided composition;

    Sammanfattning : In this thesis work we have extended the SkePU framework by designing a new container data structure for the representation of generic two dimensional sparse matrices. Computation on matrices is an integral part of many scientific and engineering problems. Sometimes it is unnecessary to perform costly operations on zero entries of the matrix. LÄS MER