Add missing includes
Rename SSE2 unresize class to UnresizeImplSSE2
Fix handling of boundary conditions in unresize SSE2 core
AVX2 unresize core. Up to 20% faster
Generalize unresize AVX2 core to support f16 as well. Up to 40% faster