Poor Matlab performance on AMD-based computer
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Recently, we purchased a new computation server for our department with 4x Opteron 6128 processors and 64 GB RAM, running Windows 2008 Server R2. We wanted to maximise number of physical cores in order to ensure that several users will be able to use the computer at a time without influencing performance of other users' computing tasks.
However, there is one serious problem. Users complain that Matlab is really slow compared to our previous (dated) server.
I've run the Matlab built-in benchmark utility with alarming results:
The individual benchmark scores in Matlab R2011b are (64bit, though 32bit scores are almost the same):
LU: 1.2580
FFT: 0.3110
ODE: 0.3148
Sparse: 35.3353
2-D: 3.1159
3-D: 1.3190
Is it really so, that Matlab on 4 8-core Opterons is worse than on Atom processor?
Is there anything that can be done in order to improve the performance? Since Matlab obviously uses Intel MKL BLAS even for AMD processors, I tried to find alternative BLAS libraries such as ACML, but I wasn't successful in getting them to work with Matlab.
I would be grateful for any suggestions.
댓글 수: 5
Jose Luis
2013년 6월 20일
I had same problem yesterday and I found that the problem is the operating system:
And the patchs:
But I think that is better to use other operating system.
답변 (1개)
Anders Munk-Nielsen
2012년 10월 9일
I have the exact same problem :( I think AMD ought to take this very seriously! I would certianly recommend ANYONE to avoid buying an AMD based server if they're going to do Matlab computation stuff on it.
댓글 수: 2
Alan Mackay
2012년 10월 30일
Anders - what type of AMD processors did you buy? I am now reconsidering whether an AMD Opteron 6200 based server is a good idea! However, there will only be a single user running parallel computations using all available cores rather than lots of users at once.
Anders Munk-Nielsen
2013년 3월 20일
It's an AMD Opteron 6176, 2.30 GHz (4 processors; 48 virtual cores). I would STRONGLY recommend against getting an AMD processor unless you can somehow test that it will work first.
However, Stata runs perfectly, even when many many users are using it simultaneously.
Sorry that I didn't see your reply until now, apparently there's no email follow-up on these forums.
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