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The approach can work for all backends by sharing the same subgraph path but . But in practice some adjusts in the interfaces and implementations are still needed, like the difference in the hardware mapping where the CPU can assign the OP to different cores and GPU needs to multiple stream. Thus, in the first step, the CPU and MKLDNN backend are enabled.

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