That's why you have people working on Halide, Taichi, DaCe, Tiramisu. - https://halide-lang.org/ https://halide-lang.org/ - http://taichi.graphics/ http://tai

That's why you have people working on Halide, Taichi, DaCe, Tiramisu. - https://halide-lang.org/ https://halide-lang.org/ - http://taichi.graphics/ http://taichi.graphics/ - http://spcl.inf.ethz.ch/Research/DAPP/ http://spcl.inf.ethz.ch/Research/DAPP/ - http://tiramisu-compiler.org/ http://tiramisu-compiler.org/ This way you can have a researcher implementing the algorithm (say bilinear filtering) and a HPC expert who tunes it with parallelism, SIMD, tiling. I wrote an overview of most DSL for high performance or image processing in this issue: https://github.com/mratsim/Arraymancer/issues/347#issuecomment-459351890 https://github.com/mratsim/Arraymancer/issues/347#issuecomme...