[codes-ross-users] Load imbalance when running TraceR in parallel
Taffet, Philip Adam
taffet2 at llnl.gov
Fri Jun 29 12:10:05 CDT 2018
Hi,
I’m trying to run an TraceR OTF simulation with lots of messages and lots of congestion. This is the first time that I’ve had a big enough simulation that I need to run it in parallel, and I’m having a really hard time getting any sort of parallel speedup. I tried running on 4-8 nodes with –sync=2 and –sync=3, as well as various values of --nkp, and the best I’ve gotten is only a few percent faster than serial. I looked into it some, and found that the cause appears to be massive load imbalance. I’m attaching a screenshot from hpctraceviewer that shows that rank 0 does almost all the work while the other ranks spend a large amount of time in MPI_Allreduce, waiting for rank 0 to arrive. I don’t know this part of ROSS/CODES very well, but does this mean the LPs are not being distributed evenly? If so, how can I change the distribution?
It wouldn’t surprise me if my traffic pattern caused some load imbalance because there are 4 endpoints that receive way more traffic than the others, but I don’t think the imbalance should be this bad.
Thank you very much,
Philip Taffet
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