@mbrookhart Make sense, thank you!
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I spent a lot of time optimizing the sort/argsort kernel for GPUs, we get
pretty good performance on GPUs from multiple vendors that competes with those
vendor's hand tuned libraries.
If these TIR kernels are well optimized, they shouldn't end up being the
bottleneck in models.
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TE is a limited declarative programming model, it's not possible to write
operations that do data-dependent indexing in TE.
Anything that's sort/scatter related needs to be written directly in the more
imperative TIR.
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@FrozenGene @comaniac @tkonolige please take another look
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