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[Pallas/Mosaic GPU] Add lowerings/layout inference for all the necessary conversion ops when using Warpgroup semantics. #26844

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[Pallas/Mosaic GPU] Add lowerings/layout inference for all the necessary conversion ops when using Warpgroup semantics.

Also add a number of conversion tests (all pairwise combinations of types that
are either floating point, unsigned integers, or signed integers---except for
sub-byte types and float8 types at the moment).

…ary conversion ops when using Warpgroup semantics.

Also add a number of conversion tests (all pairwise combinations of types that
are either floating point, unsigned integers, or signed integers---except for
sub-byte types and float8 types at the moment).

PiperOrigin-RevId: 732114217
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