It's worth saying that in my life as and academic, the only program I've ever used that has commonly benefited from avx-512 in my work is Gromacs. Gromacs is a

It's worth saying that in my life as and academic, the only program I've ever used that has commonly benefited from avx-512 in my work is Gromacs. Gromacs is a molecular dynamics program that creates beautifully graphical simulations and often appears as-is in benchmarks (the so-called ns-per-day metric). Although almost indescribably complex it's also fundamentally strangely straightforward in what it does, and avx-512 does indeed make it significantly faster. The overwhelming bulk of my research does not use Gromacs, however. Mkl, matrix algebra and similar hybrid MPI tasks, yes, but oddly there the extensions really don't seem to do much, and frankly the inferior memory architecture of the Xeon platinum nodes we use makes itself apparent. I frequently get annoyed that Intel charge you a fortune for CPUs into which you can put a ton of ram, and then marketing makes the CPU's exclusive feature an instruction that doesn't seem to help that much in my actual workloads. They really should just shunt it to some specialised product and use the die space for something else. I'm with Linus here.