What about meeting the compiler in the middle? I like the matlab/numpy/blas approach. Ask the developer for the high level vector operation (i.e. vector additio

What about meeting the compiler in the middle? I like the matlab/numpy/blas approach. Ask the developer for the high level vector operation (i.e. vector addition, inner product, matrix multiplication...). And then have the library/runtime turn that into SIMD instructions.