pitrou commented on issue #40333:
URL: https://github.com/apache/arrow/issues/40333#issuecomment-1976751134

   The wording could probably be improved, but there are two categories of SIMD 
optimizations in Arrow:
   
   1) some optimizations are enabled statically at compile-time; these are 
governed by `ARROW_SIMD_LEVEL`. If you compile with `ARROW_SIMD_LEVEL=AVX2` and 
execute on non-AVX2 CPU, the code will crash.
   
   2) some optimizations are selected dynamically at runtime; these are 
governed by `ARROW_RUNTIME_SIMD_LEVEL`. If you compile with 
`ARROW_RUNTIME_SIMD_LEVEL=AVX2` and execute on non-AVX2 CPU, a non-AVX2 code 
path (perhaps SSE2) will be executed. If you compile with 
`ARROW_RUNTIME_SIMD_LEVEL=AVX2` and execute on AVX2 CPU, a AVX2 code path will 
be executed (but not AVX512, because for that you would have needed 
`ARROW_RUNTIME_SIMD_LEVEL=AVX512`)


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