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[Enhancement] Add role assignment for AllocateNode in warp specialization (#657)
- Implemented a new role assignment for `AllocateNode` in `warp_specialized_rewriter.cc`, setting the role to `kConsumer` to ensure proper handling of memory allocation scenarios. - This can avoid bug when using T.reduce(clear=False)
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