Use AVX2 for calculating page checksums where available

Use AVX2 for calculating page checksums where available

We already rely on autovectorization for computing page checksums,
but on x86 we can get a further several-fold performance increase by
annotating pg_checksum_block() with a function target attribute for
the AVX2 instruction set extension. Not only does that use 256-bit
registers, it can also use vector multiplication rather than the
vector shifts and adds used in SSE2.

Similar to other hardware-specific paths, we set a function pointer
on first use. We don't bother to avoid this on platforms without AVX2
since the overhead of indirect calls doesn't matter for multi-kilobyte
inputs. However, we do arrange so that only core has the function
pointer mechanism. External programs will continue to build a normal
static function and don't need to be aware of this.

This matters most when using io_uring since in that case the checksum
computation is not done in parallel by IO workers.

Co-authored-by: Matthew Sterrett <matthewsterrett2@gmail.com>
Co-authored-by: Andrew Kim <andrew.kim@intel.com>
Reviewed-by: Oleg Tselebrovskiy <o.tselebrovskiy@postgrespro.ru>
Tested-by: Ants Aasma <ants.aasma@cybertec.at>
Tested-by: Stepan Neretin <slpmcf@gmail.com> (earlier version)
Discussion: https://postgr.es/m/CA+vA85_5GTu+HHniSbvvP+8k3=xZO=WE84NPwiKyxztqvpfZ3Q@mail.gmail.com
Discussion: https://postgr.es/m/20250911054220.3784-1-root%40ip-172-31-36-228.ec2.internal