Could anyone recommend the best tool for analyzing Julia’s compilation process? I’m facing an issue where my code runs quickly, but the compilation time is excessively slow. I’ve looked into generic advice regarding TypeValues, but that doesn’t seem to be the root of the problem in my case. As I’m …

It depends on the question you want to ask. to ask “which of my MethodInstances takes longest to infer?”, use@snoopi_deep to ask “which of my CodeInstances takes the longest for LLVM to optimize?”, then use julia --trace-compile or @snoopl to ask, “which part of inference or codegen is causing the…

The thread is quite old. A lot has changed since then. Of course, invalidations are still relevant but SnoopCompile.jl got major updates in between. Just to be sure, the first step should be profiling with @profview or similar tools to see the lines of code most time is spend. Even if runtime is fa…

Thanks! Profiling the first run was really helpful. My actual problem was with hcat(staticvectors...). In this scenario, for each different number of static vectors, hcat precompiles a different method. I replaced it with stack(staticvectors), and my problem was resolved with no loss of runtime per…

Tools to Analyze Long Julia Compilation Times

New to Julia

mrufsvold January 31, 2024, 2:16pm 2

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Help diagnosing slow compilation General Usage compilation , profiling	4	245	August 12, 2024
How to troubleshoot when precompilation takes a long time? General Usage	1	481	July 31, 2019
Understanding and optimizing compiler time (just a bit) General Usage question	20	8896	March 25, 2021
Profiling compilation/inference Performance inference	10	1552	August 24, 2020
New tools for reducing compiler latency Package Announcements	7	4092	January 28, 2021

Tools to Analyze Long Julia Compilation Times

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