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You might want to use the 18.337 notes, specifically:
Note that the first time you run a function, you're measuring its compilation time as well. So run it twice to measure it properly, or even better, use https://github.com/JuliaCI/BenchmarkTools.jl
Make liberal use of TimerOutputs.jl to analyze each piece of code https://github.com/KristofferC/TimerOutputs.jl . The profiling outputs are extremely helpful
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a more popular project.
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