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Re:Automatic Differentiation with Julia by kristofferc on Tuesday October 23, 2018 @10:56AM (#18283889)
Julia is pretty good at dealing with this now though

    julia> @btime test1(10^5)
      147.427 μs (0 allocations: 0 bytes)
    99999.1

    julia> @btime test2(10^5)
      88.472 μs (0 allocations: 0 bytes)
    99999.1
In earlier versions of Julia, the penalty here would be order of magnitudes worse.

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