coll/tuned: Change the default collective algorithm selection
The default algorithm selections were out of date and not performing well. After gathering data from OMPI developers, new default algorithm decisions were selected for: allgather allgatherv allreduce alltoall alltoallv barrier bcast gather reduce reduce_scatter_block reduce_scatter scatter These results were gathered using the ompi-collectives-tuning package and then averaged amongst the results gathered from multiple OMPI developers on their clusters. You can access the graphs and averaged data here: https://drive.google.com/drive/folders/1MV5E9gN-5tootoWoh62aoXmN0jiWiqh3 Signed-off-by: William Zhang <wilzhang@amazon.com> (cherry picked from commit ce40cfbaa53406be71319041e13e893b0def7ad9)
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