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what does the
NUM_THREADS
actually correspond to in reality at run time?Was the speedup seen in tests of deepAK8 real or a simple parallelization on a quiet node?
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@slava77 What affects the number of threads used at runtime is the
OPENBLAS_NUM_THREADS
environment variable which is set to 1 in https://github.com/cms-sw/cmsdist/blob/IB/CMSSW_11_0_X/gcc700/OpenBLAS-toolfile.spec#L19.NUM_THREADS
is the maximum allowed number of threads and is used for resource allocation etc. I explicitly checked the CPU usage when running the tests and it was not going beyond 100%:)There was a problem hiding this comment.
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And
gslblas
is known to be not a very high-performance BLAS routine, so the speed-up we saw after switching toOpenBLAS
should not be surprising at all.There was a problem hiding this comment.
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thanks for clarifications