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Message #15572
Re: Results: Parallel speedup
Matthew Knepley <knepley@xxxxxxxxx> writes:
> On Mon, Sep 21, 2009 at 2:37 PM, Anders Logg <logg@xxxxxxxxx> wrote:
>
> Johan and I have set up a benchmark for parallel speedup in
>
> bench/fem/speedup
>
> Here are some preliminary results:
>
> Speedup | Assemble Assemble + solve
> --------------------------------------
> 1 | 1 1
> 2 | 1.4351 4.0785
> 4 | 2.3763 6.9076
> 8 | 3.7458 9.4648
> 16 | 6.3143 19.369
> 32 | 7.6207 33.699
>
> These numbers are very very strange for a number of reasons:
>
> 1) Assemble should scale almost perfectly. Something is wrong here.
>
> 2) Solve should scale like a matvec, which should not be this good,
> especially on a cluster with a slow network. I would expect 85% or so.
>
> 3) If any of these are dual core, then it really does not make sense since
> it should be bandwidth limited.
>
> Matt
>
So true, these numbers are very strange. I usually get 6-7 times speedup
for the icns solver in unicorn on a crappy intel bus based 2 x quad core.
A quick look at the code, is the mesh only 64 x 64? This could (does) explain
the poor assembly performance on 32 processes (^-^)
Also, I think the timing is done in the wrong way. Without barriers, it
would never measure the true parallel runtime.
MPI_Barrier
MPI_Wtime
number crunching
MPI_Barrier
MPI_Wtime
(Well assemble is more or less an implicit barrier due to apply(), but I
don't think solvers has some kind of implicit barriers)
Niclas
>
> These numbers look a bit strange, especially the superlinear speedup
> for assemble + solve. There might be a bug somewhere in the benchmark
> code.
>
> Anyway, we have some preliminary results that at least show some kind
> of speedup.
>
> It would be interesting to hear some comments on what kind of numbers
> we should expect to get from Matt and others.
>
> The benchmark is for assembling and solving Poisson on a 64 x 64 x 64
> mesh using PETSc/MUMPS. Partitioning time is not included in the
> numbers.
>
> --
> Anders
>
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> --
> What most experimenters take for granted before they begin their experiments is infinitely more interesting than any
> results to which their experiments lead.
> -- Norbert Wiener
>
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