You can mix jit and grad and any other JAX transformation however you like. Auto-vectorization with vmap vmap is the vectorizing map. It has the familiar semantics of mapping a function along array axes, but instead of keeping the loop on the outside, it pushes the loop down into a func...
This discussion reminds me of the various convolutions mongodb update syntax went through in order to support mutating a nested child item in the list. They resorted to custom operators and the $ operator to represent mapping between locator (query) and position. It's challenging to make this ...
You can mix jit and grad and any other JAX transformation however you like. Auto-vectorization with vmap vmap is the vectorizing map. It has the familiar semantics of mapping a function along array axes, but instead of keeping the loop on the outside, it pushes the loop down into a func...
You can mixjitandgradand any other JAX transformation however you like. Auto-vectorization with vmap vmapis the vectorizing map. It has the familiar semantics of mapping a function along array axes, but instead of keeping the loop on the outside, it pushes the loop down into a function’s...
You can mix jit and grad and any other JAX transformation however you like. Auto-vectorization with vmap vmap is the vectorizing map. It has the familiar semantics of mapping a function along array axes, but instead of keeping the loop on the outside, it pushes the loop down into a func...