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compiler3.jl's Introduction

Compiler3

This is a playground package to provide companion code to the new compiler interfaces that I'm working on for base julia. It is organized thusly:

  • exploration/ - Just some scripts for my own reference playing with interfaces
  • dependents/ - Ecosystem packages (imported using git subtree) in the process of being ported to the new interface
  • src/ - Some code that I think would be useful to be generally shared

The idea here is that exploration will eventually be deleted, dependents will get merged back to the appropriate upstream package and src will become some sort of Compiler base package (maybe a stdlib, maybe not) that provides common functionality. I'm hoping by having everything in one repo, iteration will be quick.

compiler3.jl's People

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compiler3.jl's Issues

Determine applicability of new interfaces for probabilistic programming

@DhairyaLGandhi @Keno

Hi all. I'm trying to determine the applicability of some of this work to some of my interests in PP.

I recently started exploring a technique which utilizes Mjolnir and a simple type system to perform an optimization at @generated expansion time. The optimization is dependent on the "semantics" of the inference operation which you are performing (which is currently expressed through a combination of type inference and a reaching analysis). I've written a small abstract here.

My usage of Mjolnir is sort of funky - and I'm guessing the original use case is not quite like this. It almost seems like the new compiler work applies - but I really don't understand it yet, so I can't say with certainty.

Nonetheless, I wanted to start this issue as a reference so that this topic might be explored (I know AD is being explored as we speak).

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