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Summary: Update the cuda kernels to: - remove contiguous checks for the grad tensors and for cpu functions which use accessors - for cuda implementations call `.contiguous()` on all tensors in the host function before invoking the kernel Reviewed By: gkioxari Differential Revision: D21598008 fbshipit-source-id: 9b97bda4582fd4269c8a00999874d4552a1aea2d