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[Python] Update top-k kernel with TIR meta-programming #3079

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This PR introduces the meta-programming top-k kernel for expert selection in MoE. With this PR, we can deprecate the previous ad-hoc kernels specialized for k=2 and k=4.

This PR introduces the meta-programming top-k kernel for
expert selection in MoE. With this PR, we can deprecate the
previous ad-hoc kernels specialized for k=2 and k=4.
@MasterJH5574 MasterJH5574 merged commit 3463ab7 into mlc-ai:main Jan 2, 2025
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