FluxML / FluxML/IRTools.jl

Explore precompilation

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Dominant language
Julia
Stars
113
Forks
37
PR merge metrics
No merged PRs in 30d

Description

When looking at SnoopCompile timings for Zygote ([e.g.](https://github.com/FluxML/Zygote.jl/issues/1119#issuecomment-1006171909)), IRTools comes up as a big inference block. AIUI this is because Zygote itself can't precompile any methods in IRTools because it does not own them, and hence nothing precompiles reliably all the way up the chain.

https://github.com/FluxML/IRTools.jl/issues/64 may be related.

Contributor guide

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Research direction

Start by reviewing the SnoopCompile timings for Zygote linked in the issue and the related IRTools issue #64. Investigate how IRTools methods are currently precompiled and whether ownership prevents reliable precompilation. Done means documenting a concrete, agreed approach or showing why precompilation cannot be improved.

Written by the indexing model from the issue text.

Assessment

Tech stack
julia
Domain
compilers
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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