|Jul 11, 2015|
Trying to use Torch7 CUDA
What is CUDA
CUDA® is a parallel computing platform and programming model invented by NVIDIA. It enables dramatic increases in computing performance by harnessing the power of the graphics processing unit.
Installing CUDA with torch7
lspci | grep 'VGA\|NVIDIA' uname -m && cat /etc/*release wget http://developer.download.nvidia.com/compute/cuda/repos/rhel6/x86_64/cuda-repo-rhel6-7.0-28.x86_64.rpm sudo rpm --install cuda-repo-rhel6-7.0-28.x86_64.rpm sudo yum clean expire-cache sudo yum install cuda luarocks install cutorch
Oops, something goes wrong
I forgot to search for web whether my AMD graphic card can run CUDA
Lesson learned: do more research on graphic card before buying laptop.
It seems like the best alternative I can have is to use opencl with cltorch. However the cltorch is still under development, so means that I cant utilise my GPU power to run machine learning job with torch7. This is really unexpected for me.