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Teach the TorchToTosa reducer that an explicit empty dim list means "all dims" and cast the result back to the requested dtype. Add MLIR and e2e regression cases and update XFAILs.

Teach the TorchToTosa reducer that an explicit empty dim list means "all dims"
and cast the result back to the requested dtype. Add MLIR and e2e regression
cases and update XFAILs.

Change-Id: Ibd1be38d219ad5c1986eb4a641efbb9ff0cb6a55
@Lallapallooza
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@sahas3 @sjarus can you please take a look?

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