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SVD on CUDA [message #73051]

Sat, 23 October 2010 06:35

Mort Canty
Messages: 134
Registered: March 2003

Senior Member

After two days fighting with IDL arrays vs. matrices, column major vs.
row major, transposition, leading dimensions and my own stupidity, I
finally got a DLM to encapsulate the CULA Tools single precision SVD
function. On my antiquated Nvidia GPU I get a sevenfold speedup relative
to LA_SVD for a 1000x2000 matrix. I'm asking Santa for a Fermi :-)

If you're interested, see

http://fwenvi-idl.blogspot.com/2010/10/singular-value-decomp osition-on-gpu.html

Cheers,

Mort

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SVD on CUDA

By: Mort Canty on Sat, 23 October 2010 06:35

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