Titlebook: Siblings and the Family Business; Making it Work for B Stephanie Brun Pontet,Craig E. Aronoff,John L. War Book 2012Latest edition Palgrave

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Stephanie Brun de Pontet,Craig E. Aronoff,Drew S. Mendoza,John L. Wardocessing model of parallelization. Using the streaming model, an algorithm is divided into a set of small independent tasks called kernels that are linked together using first-in first-out data channels. The advantage of this approach is that it allows a compiler to effectively map computations to a

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Stephanie Brun de Pontet,Craig E. Aronoff,Drew S. Mendoza,John L. Wardtrices. Our model is first trained offline using training matrix samples, and the trained model can be applied to any input matrix and GNN kernels with SpMM computation. We implement our approach on top of PyTorch and apply it to 5 representative GNN models running on a multi-core CPU using real-lif

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C or Fortran compiler with OpenMP support to generate parallel machine code for the target multicore. Additionally, using the OSCAR API analyzer allows a sequential-only compiler without OpenMP support to generate machine code for each core separately, which is then linked to one parallel applicati

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Stephanie Brun Pontet,Craig E. Aronoff,John L. War

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Siblings and the Family Business978-1-137-51188-1Series ISSN 2947-3985 Series E-ISSN 2947-3993

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