GPU Support for Deep Learning on Windows Subsystem Linux(WSL) with Conda

0, Install WSL, xfce4, VcXsrv

startxfce4

1, Install Miniconda(Tick all the option)

2, Set alias and add it to the end of .bashrc

alias python="python.exe"
alias conda="conda.exe"
alias ipython="ipython.exe"
alias nosetests="nosetests.exe"
alias pip="pip.exe"

3, Install tensorflow-gpu

4, Install CUDA support on windows

• NVIDIA® GPU drivers —CUDA 9.0 requires 384.x or higher.
• CUDA® Toolkit —TensorFlow supports CUDA 9.0.
• CUPTI ships with the CUDA Toolkit.
• cuDNN SDK (>= 7.2)

Run python script in WSL

P.S. Hyper Terminal can be used to boost the using of the terminal.