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[Mosaic TPU] Add optimized casts for bf16->s4 in TPUv6 #1795

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[Mosaic TPU] Add optimized casts for bf16->s4 in TPUv6

[Mosaic TPU] Add optimized casts for bf16->s4 in TPUv6 #1795

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Job Run time
TPU test (jaxlib=head, v5e-8)
6m 24s
6m 24s