Using the Global Arrays Toolkit to Reimplement NumPy for ...
Scipy July 13 2011 Motivation ! Lots of NumPy applications ! NumPy (and Python) are for the most part single-threaded Resources underutilized Computers have multiple cores Academic/business clusters are common ! Lots of parallel libraries or programming languages ! Message Passing Interface (MPI), Global Arrays (GA), X10, Co-Array Fortran, OpenMP, Unified Parallel C, Chapel, ................
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