I agree it's difficult. Do people ever just turn off the AVX512 in their BLAS, FFT, etc. because of throttling? I've never seen that, but then I usually don't

I agree it's difficult. Do people ever just turn off the AVX512 in their BLAS, FFT, etc. because of throttling? I've never seen that, but then I usually don't see people measure anything usefully, if they even know the effect. For varying mileage, I'm more familiar with, say, molecular dynamics codes, where Gromacs, for instance, has its own hand-tuned avx512 in places, and cp2k might use it at least for FFT, small matrices (libxsmm) and eigenfunctions (ELPA), as well as BLAS. Elsewhere, some R applications (on the desktop in this context) might hit BLAS heavily. I should have made the point that there's avx512 and avx512, for people who don't know. At least GCC and LLVM -march=native does half-width SIMD on SKX et al because of throttling. If you wonder where a factor of two went, -mprefer-vector-width=512 might help.