Friday, January 24, 2014

how to install gpgpu-sim and run gpu benchmarks without graphic card

GPGPU-sim is a tool developed for simulating NVIDIA GPUs. (download here)  Here is how I figured out to install it and run it without a physical NVIDIA GPU card on your computer. I only tried Ubuntu os and it might work for mac os. Sorry about that. 

1. download GPGPU-sim: git clone git://dev.ece.ubc.ca/gpgpu-sim

2. Install dependencies as described in /gpgpu-sim/v3.x/README. For Ubuntu you can actually use 'sudo apt-get install xxx' to install most of them. gcc and g++ 4.4 and 4.5 both work well but 4.1 and 4.7 don't work. if you need to set symbolic link of gcc, here is a link showing how to do it: click here.

3. Install cuda toolkit and SDK. Note that don't use the latest CUDA 5.5 or something newer because the latest cuda integrates cuda toolkit, Nvidia driver and cuda SDK into one package. If you don't get a NVIDIA video card, the installation always aborts. So here I download cuda toolkit 4.2, https://developer.nvidia.com/cuda-toolkit-42-archive, and corresponding SDK. The nvidia driver is not needed. Just install toolkit and SDK. Some error might be reported during building SDK but it's ok to ignore them. 
What matters is the library generated in /NVIDIA_GPU_Computing_SDK/C/lib, which is needed when building benchmarks

Next, 
 export CUDA_INSTALL_PATH=/usr/local/cuda
 export PATH=$PATH:$CUDA_INSTALL_PATH/bin

as mentioned in /gpgpu-sim/v3.x/README
4. Now you are ready to build the simulator. In  /gpgpu-sim/v3.x, 
source setup_environment
make
if some library can not be found, type:
export LD_LIBRARY_PATH=/usr/local/lib64:/usr/local/lib:/usr/local/cuda/lib64

5. Next step is to compile the ispass2009-benchmarks. Open /gpgpu-sim/ispass2009-benchmarks/README.ISPASS-2009, and set the environment variables it mentioned. Open /gpgpu-sim/ispass2009-benchmarks and change 'ROOTDIR' to your setting.
Then it should be ready to run:

make -f Makefile.ispass-2009

Note that building some benchmarks can be failed given your NVIDIA SDK library. Just comment them out in Makefile.ispass-2009 and build the rest. In the end most of benchmarks can be built successfully. In my case, AES, CP and DG fails but the rest 8 benchmarks are built successfully.

6. Follow the steps in /gpgpu-sim/ispass2009-benchmarks/README.ISPASS-2009 and bingo your gpgpusim should run with real benchmarks just fine without a gpu card.

 More comments. GPGPU-sim includes simulator, benchmarks, power tool and visualizing tools. One cool thing of GPGPU-sim is it can run real GPU applications. However, compiling these applications need cuda toolkit and libraries from SDK. As long as NVIDIA driver is not needed to generate libraries, it is fine to run GPGPU-sim without a Nvidia video card.

12 comments:

  1. Hi I met a problem after successfully building ispass2009 benchmarks. When i tried to run the simulator, the last few line says

    XML Parsing error inside file 'gpuwattch_quadrofx5600.xml'.
    Error: File not found
    At line 0, column 0.
    Do you know what problem it might be? I checked that the xml file do exist. Also what linux version are you using? Thank you!

    ReplyDelete
    Replies
    1. Hi I think you should disable power simulation in gpgpusim.config in the quadro_fx5600 folder
      otherwise, please insert gpuwattch file into corresponding folder

      Delete
  2. what should I do if have ubuntu 14.04LTS?? will it still work??

    ReplyDelete
  3. Hey I am asking the above question again. Will I be able to install 4.2 toolkit for ubuntu 14.04???

    ReplyDelete
  4. Nice blog great information.

    Videocon is committed to building a diverse and inclusive team of professionals. All efforts are channelized to attract, retain and develop a customer-centric workforce. This diverse knowledge team is ably led by some of the most experienced and seasoned professionals of the Indian Telecom industry.

    ReplyDelete
  5. Hey, When i installed Nvidia SDk, i did not get any error but there are no files in /NVIDIA_GPU_Computing_SDK/C/lib. Hence I am not able to build anything. Can you help me with this?

    ReplyDelete
  6. I followed all the steps. I get no cuda capable device detected when I do devicequery. Any help would be useful.

    ReplyDelete
  7. This comment has been removed by the author.

    ReplyDelete
  8. Hi I was trying to run simulations on GPGPU-Sim. but got stuck with an error "NVIDIA: no NVIDIA devices found". can you please help me with this

    ReplyDelete
  9. Can you with installing GpGPU-sim in windows?

    ReplyDelete
  10. If you are a business owner and want to promote your business, then sms marketing is best way and SMS Plus is leading Bulk SMS Service Provider in Delhi ncr and all over India.offers bulk sms service for their clients at cost effective price. For getting more information, Dial 9999441707.

    ReplyDelete