scatter axis + gather axis primitives #1813
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Add a
GatherAxis
andScatterAxis
primitive to supporttake_along_axis
andput_along_axis
.The
ScatterAxis
supports two reduce modes (none and sum). The sum is useful for the gradient ofGatherAxis
. Did not add more reduce modes to manage complexity. One can always useScatter
for the other modes or we can consider adding them in the future.Incidentally closes #1807
TODO:
[ ] transforms
[ ] benchmarks