Someone does, in fact, have to implement everything underneath that `import` call, and that work is _very_ hard to do for things that don't closely match Nvidia's SIMT architecture. There's a reason people don't like using dataflow architectures, even though from a pure hardware PoV they're very powerful -- you can't map CUDA's, or Pytorch's, or Tensorflow's model of the world onto them.