d03ae00bac882f80cff5dd397f4ed0d1a4f17fbf
We are trying to use the copy result of first cudaMemcpyAsync in the
second cudaMemcpyAsync without sync in between. This patch fixes it
by allocating a CPU side array to cache device side addr so that we
can avoid this consecutive cuda mem copy.
Fixes #957
[ROCm/rccl commit: 4365458757]
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