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@artpol84 i checked the minutes of the telcon, and then checked your benchmark.
are you using mtl/mxm or btl/openib ?
in the case of btl/openib, i would not expect any gain when increasing the number of threads, since my understanding is btl will serialize send and tag/communicator matching on the receive side.
i do not know about mtl/mxm, it might be able to do thread parallelism since you are using one tag per thread.
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