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[JAX] Add an MoE Block (Layer) that compound router, permutation, groupedGEMM and communication #2912

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[JAX] Add an MoE Block (Layer) that compound router, permutation, groupedGEMM and communication #2912

[pre-commit.ci] auto fixes from pre-commit.com hooks
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