Install CUDA on Mac
This instruction is following the Online Documentation for CUDA Toolkit.
Some notifications for tf-gpu installation:
- After tf 1.2, the
source code building
becomes the only way of installation of TensorFlow-GPU in Mac OSX. link And tensorFlow nolonger support GPU on OSX. 这带来了很多安装的不确定性和难度。 - 从源码安装是可能的途径,但是有人制作whl放在网上供下载。github link
- python=3.6.5 CUDA=9.2.148 cuDNN=7.1.4 tf-gpu=1.9 可参考的一个配置选项,来自pyTorch社区
1.1 系统要求:
Cuda 兼容的 GPU OSX 10.13 Clang 编译器 和 toolchain 安装自Xcode CUDA Toolkit: https://developer.nvidia.com/cuda-toolkit-archive Guided by: Online Documentation
Xcode版本 9.2, Apple LLVM版本9.0.0, 如何检查:
/usr/bin/cc --version
如何下载:https://developer.apple.com/download/more/
1.2 步骤总览
1.2.1 check the requirements. 1.2.2 Download and Install 1.2.3 Verification 1.2.4 Install CuDNN: CuDNN Archieve 1.2.5 Install tf-gpu
1.3 Check the requirements
1.4 Download and Install
- CUDA Driver
- CUDA Toolkit
- CUDA Samples
1.5 Verification for installing of CUDA Toolkit
1.6 Install CuDNN
Download cuDNN v7.1.4 (May 16, 2018), for CUDA 9.2
cuDNN v7.1.4 Library for OSX
1.7 Install tf-gpu
More References:
https://darienmt.com/self-driving-cars/2017/06/07/tensorflow-with-gpu-on-your-mac.html