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[Mosaic GPU] Add a layout attribute to mosaic_gpu.BroadcastInDimOp. #30044

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[Mosaic GPU] Add a layout attribute to mosaic_gpu.BroadcastInDimOp.

This is necessary in many cases, because broadcasting can be ambiguous with
regards to layout. E.g., WGMMA_COL and TCGEN05_COL are the same layout,
but we usually want to broadcast arrays with these layouts differently (to
WGMMA_LAYOUT and TCGEN05).

This is necessary in many cases, because `broadcast`ing can be ambiguous with
regards to layout. E.g., `WGMMA_COL` and `TCGEN05_COL` are the same layout,
but we usually want to broadcast arrays with these layouts differently (to
`WGMMA_LAYOUT` and `TCGEN05`).

PiperOrigin-RevId: 780440053
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