python2.7.5

1. install pip
   wget https://bootstrap.pypa.io/get-pip.py
   python get-pip.py
2. install pycuda (three method)
   a) pip install pycuda (work)
   b) apt-get install python-cuda( not work)
   c) dowload pycuda source code // pycuda-2017.1.1.tar.gz

   configure: python configure.py --cuda-root=/usr/local/cuda/  
  make 
  make install 
  
 # Test the install of pycuda: 
 $python test/test_driver.py 

3）Nervana NEON

  https://github.com/NervanaSystems/neon.git  
  cd neon  
  make  
 . .venv/bin/activate 

Test: python examples/mnist_mlp.py 

4） git clone https://github.com/openai/openai-gemm.git

TITAN Xp

a）Install NVIDIA GPU Driver

b）Install cuda9.0

c）install pycuda with command

pip install pycuda // the version of pycuda is 2017.1.1

d) Install neon

https://github.com/NervanaSystems/neon.git

make

. .venv/bin/activate

Tips: when install python with anaconda2, install python virtualenv with below comman
$conda install virtualenv

e) Download the openai-gemm
git clone https://github.com/openai/openai-gemm.git

Tips: The ptxas of cuda9.0 will introduce bugs when compile "sgemm_128x128x8_NN.ptx"
Hacks:
replace ptxas with ptaas of cuda-8.0, such as below:

run_command([ "/usr/local/cuda-8.0/bin/ptxas -v -arch", arch, "-o", cubin_file, ptx_file, ";" ] + maxas_i + [sass_file, cubin_file])

TITAN Xp