I'm building a scientific academic research application, that uses Halide. I have access to a beefy 40-core machine. Is it possible to reuse a compiled Halide function/pipeline on multiple threads in parallel? In terms of: setting pipeline parameters, setting input buffers, setting output buffers, making sure internal temporary buffers are not shared.

I would like to save on compilation time, as I'm now literally JIT compiling the same pipeline 40 times before the application starts it's actual work.