Update Makefile.rule
add note about NUM_THREADS for package maintainers, add examples of programs that cause affinity troubles
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@ -72,10 +72,16 @@ VERSION = 0.3.6.dev
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# You can define the maximum number of threads. Basically it should be less
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# than or equal to the number of CPU threads. If you don't specify one, it's
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# automatically detected by the the script.
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# automatically detected by the the build system.
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# If SMT (aka. HT) is enabled on the system, it may or may not be beneficial to
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# restrict NUM_THREADS to the number of physical cores. By default, the automatic
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# detection includes logical CPUs, thus allowing the use of SMT.
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# Users may opt at runtime to use less than NUM_THREADS threads.
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#
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# Note for package maintainers: you can build OpenBLAS with a large NUM_THREADS
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# value (eg. 32-256) if you expect your users to use that many threads. Due to the way
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# some internal structures are allocated, using a large NUM_THREADS value has a RAM
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# footprint penalty, even if users reduce the actual number of threads at runtime.
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# NUM_THREADS = 24
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# If you have enabled USE_OPENMP and your application would call
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@ -138,6 +144,7 @@ NO_WARMUP = 1
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# to the same core(s) as OpenBLAS, possibly binding all threads to a single core.
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# For this reason, affinity handling is disabled by default. Can be safely enabled if nothing
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# else modifies affinity settings.
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# Note: enabling affinity has been known to cause problems with NumPy and R
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NO_AFFINITY = 1
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# If you are compiling for Linux and you have more than 16 numa nodes or more than 256 cpus
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