Describing parallelism with threads Sample Clauses

Describing parallelism with threads. In order to take advantage of a parallel processor the programming model must allow the programmer to create a number of parallel threads and describe what each of the threads is going to do. Two basic models for this are Multiple Program Multiple Data (MPMD) and Single Program Multiple Data (SPMD), which we described in Section 3.1.2. The MPMD model is effective for targeting SMP and MT processors but does not perform well on the massively-parallel architectures. SPMD is more effective for targeting massively- parallel processors, but is a subset of MPMD so can also be used to target SMP systems. With either model it is possible to take advantage of SIMD instructions by using them within the individual threads.
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