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It's int64 in eager.
Also fix the tests to check the dtype of results (most of the test changes are formatting, + a new argument, exact_dtype, passed through). We really should inherit from pytorch's TestCase and use self.assertEqual to not reinvent it (although assertEqual doesn't have cosine similarity, so pros and cons).