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Re:Automatic Differentiation with Julia by kazagistar on Tuesday October 23, 2018 @11:23AM (#18284139)
It's "cost" is in startup times (compiling your code with LLVM at runtime slows things down, no surprise there), and you still have to write somewhat type-stable code (outputs uniquely inferrable from inputs) if you want it to actually run full speed.

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