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Re:Differentiable Programming – A Simple Introduction by PartiallyTyped on Wednesday April 13, 2022 @01:15PM (#31017305)
And very fast given that you compile the procedure! I am considering writing an article on this and posting it here because I have seen enormous improvements over non jitted code, and that excluded jax.vmap.
Re:Differentiable Programming – A Simple Introduction by SleekEagle on Wednesday April 13, 2022 @01:53PM (#31017866)
There's a comparison of JAX with PyTorch for Hessian calculation here!

https://www.assemblyai.com/blog/why-you-should-or-shouldnt-b...

Would definitely be interested in an article like that if you decide to write it