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value_and_gradient(f, AutoZygote(), x) # returns (5.0, [2.0, 4.0]) with Zygote.jl
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```
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To improve your performance by up to several orders of magnitude compared to this example, take a look at the [DifferentiationInterface tutorial](https://gdalle.github.io/DifferentiationInterface.jl/DifferentiationInterface/stable/tutorial/) and its section on operator preparation.
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To improve your performance by up to several orders of magnitude compared to this example, take a look at the [DifferentiationInterface tutorial](https://gdalle.github.io/DifferentiationInterface.jl/DifferentiationInterface/stable/tutorial1/) and its section on operator preparation.
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