Introduce vector processing Sample Clauses

Introduce vector processing. Use appropriate compiler options • Write ordered loops or leave this to compilers? • Innermost loop must have independent iterations • Loop length is either larger of multiple of vector length • It is possible to set this at compiler time but not "probe and populate" • No function calls, except maths libraries o functions can be vectorised using OpenMP “declare simd” feature • No complex control flow • Determinable trip count (i.e. no while) o the trip count must be known before entering the function at runtime • Data access should be vector aligned, i.e. start at vector boundaries, and preferably continuous • xxxx://xxx.xxxxxx.xx.uk/training/course-material/2017/11/sgl-node-ox/L04- vectorisation.pdf • Be aware of the ISA (SSE, AVX ..) o it determines the vector length o may target vectorised FMA instructions o Do loop padding manually to get rid of peel/remainder loops o Concerning vectorisation, we check compiler output or asm code to see what was vectorised o Use inline hints for functions or routines to help out the compiler to inline o Remember that YOU know your application better than the compiler does. o It all depends on how the data is aligned in RAM • Hints with pragmas might be useful, also • Force data alignment with compiler instructions (usually done automatically by the compiler)
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