Computation communication overlap for DP#8
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This PR implements a naive computation and communication overlapping for DP weight update.
Performance data:
Profiling with torch profiler shows that the communication time (after the first parameter group) in the non-overlap version is about 8ms, which means the communication is mostly overlapped.