【GPU】Install pyTorch GPU on Ubuntu16.04

Note: Contents below may out-of-date. But the procedures are referable.

Avaliable version combinations for pyTorch/Tensorflow-gpu:

python=3.6.5  CUDA=9.2.148  cuDNN=7.1.4  tf-gpu=1.9

python=3.6.5  CUDA=9.1.85   cuDNN=7.1.3  tf-gpu=1.8
              CUDA=9.0.176  cudnn=7.3.1.20   tensorflow-gpu=1.12.0
              CUDA=9.0;     cuDNN=7.4.1      tensorflow-gpu=1.12.0； 
              cuda=9.0;     cudnn=7.5.0      tensorflow=1.8.0可以用的

python=3.6.7  cuda=9.0;     cuDNN=7.4.2      tensorflow-gpu = 1.9.0    pytorch = 1.0.0
              cuda=9.0;     cudnn=7.0.5

=================

================= Install: CUDA=9.0 CUDNN=7.0.5 http://www.twistedwg.com/2018/06/15/cuda9_cudnn7.html https://blog.csdn.net/lukaslong/article/details/81488219

================= 注意python3, pip3, Follow pyTorch web: https://pytorch.org/get-started/locally/

1. UPDATE: sudo apt update sudo apt upgrade

2. curl sudo apt-get install curl or: sudo apt install curl check: curl --version

3. Anaconda curl -O https://repo.anaconda.com/archive/Anaconda3-2019.07-Linux-x86_64.sh sh Anaconda3-2019.07-Linux-x86_64.sh

4. pip3(Optional) sudo apt-get -y install python3-pip or: sudo apt install python3-pip

5. Create Env: conda create -n py36gpu python=3.6 numpy pip six wheel mock source activate py36gpu

6. For CUDA=9.0, Install pyTorch: conda install pytorch torchvision cudatoolkit=9.0 -c pytorch