[mira_talk] Re: MIRA GPU
- From: Frank Huiskamp <frank.huiskamp@xxxxxx>
- To: mira_talk@xxxxxxxxxxxxx
- Date: Wed, 03 Jun 2009 09:54:14 +0200
Having read part of your thesis I do think we can gain profit here from
using the GPU. I will need to have a closer look on the algorithm,
current SW GPU/SIMD implementations and the CUDA architecture to see how
your algorithm can be ported to the GPU.
Is that architecture valid for both NVidia and ATI cards?
The CUDA architecture is only valid on NVidia cards. At the moment this
is the method of choice if you want to go for GPGPU. OpenCL would be
better (or plain old x86 coding on the next generation GPUs), but is
still in development phase.
On another note, my supervisor and I have decided not to continue to
combine MIRA with an existing Smith-Waterman GPU implementation. This is
due to the fact that the current implementation do not seem to support
backtracking or store the calculated matrix in memory. Therefore an
actual alignment can not be shown/made. It would be too much work to
rebuild these implementations to make it suitable for MIRA in the time I
have available.
Due to these limitations we have decided to make our own Smith-Waterman
implementation on the GPU which might support backtracking but is not
the aim of the implementation. We're trying a new approach to
implementing SW on the GPU which hopefuly makes it faster than previous
implementations. If backtracking will be supported I will of course keep
you informed in case you are interested in combining the GPU with MIRA.
Cheers,
Frank
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