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[Feature]: Overlap batch scheduling, model running, and node communications. #123

@christ-tt

Description

@christ-tt

Is your feature request related to a problem?

Performance is not optimal.

Describe the Solution you'd like

Though we implemented micro_batch in the batch scheduling part, we haven't refactored run_loop to overlap process_batch with send_multipart. Also, similar to zero-overhead scheduling, we should hide the CPU latency introduced by the scheduling itself as well.

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