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Setup Caffe CPU Only in MacOS Sierra
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#!/bin/sh | |
# Install brew | |
/usr/bin/ruby -e "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/master/install)" | |
# Install the experimental NVIDIA Mac drivers | |
# Download from http://www.nvidia.com/download/driverResults.aspx/103826/en-us | |
# Install cuDNN v5 for 8.0 RC or use the latest when it's available | |
# Register and download from https://developer.nvidia.com/rdp/cudnn-download | |
# or this path: https://developer.nvidia.com/rdp/assets/cudnn-8.0-osx-x64-v5.0-ga-tgz | |
# extract to the NVIDIA CUDA folder and perform necessary linking | |
# into your /usr/local/cuda/lib and /usr/local/cuda/include folders | |
# You will need to use sudo because the CUDA folder is owned by root | |
# Now Caffe support Cudnn v6 | |
sudo tar -xvf ~/Downloads/cudnn-8.0-osx-x64-v6.0.tar /Developer/NVIDIA/CUDA-8.0/ | |
sudo ln -s /Developer/NVIDIA/CUDA-8.0/lib/libcudnn.dylib /usr/local/cuda/lib/libcudnn.dylib | |
sudo ln -s /Developer/NVIDIA/CUDA-8.0/lib/libcudnn.5.dylib /usr/local/cuda/lib/libcudnn.5.dylib | |
sudo ln -s /Developer/NVIDIA/CUDA-8.0/lib/libcudnn_static.a /usr/local/cuda/lib/libcudnn_static.a | |
sudo ln -s /Developer/NVIDIA/CUDA-8.0/include/cudnn.h /usr/local/cuda/include/cudnn.h | |
# Install the brew dependencies | |
# Do not install python through brew. Only misery lies there | |
# We'll use the versions repository to get the right version of boost and boost-python | |
# We'll also explicitly upgrade libpng because it's out of date | |
# Do not install numpy via brew. Your system python already has it. | |
brew install -vd snappy leveldb gflags glog szip lmdb | |
brew tap homebrew/science | |
brew install hdf5 opencv | |
brew upgrade libpng | |
brew tap homebrew/versions | |
brew install --build-from-source --with-python -vd protobuf | |
brew install --build-from-source -vd boost boost-python | |
# Clone the caffe repo | |
cd ~/Documents | |
git clone https://github.com/BVLC/caffe.git | |
# Setup Makefile.config | |
# You can download mine directly from here, but I'll explain all the selections | |
# For XCode 8.0 and later (Sierra): | |
# https://gist.github.com/rizkyario/5c0f7435ce7d3bcd3e236cca99042587 | |
# First, we'll enable only CPU | |
# CPU_ONLY := 1 | |
# In order to use the built-in Accelerate.framework, you have to reference it. | |
# Astonishingly, nobody has written this anywhere on the internet. | |
# BLAS := atlas | |
# If you use El Capitan (10.11), we'll use the 10.11 sdk path for vecLib: | |
# BLAS_INCLUDE := /Applications/Xcode.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX10.11.sdk/System/Library/Frameworks/Accelerate.framework/Versions/A/Frameworks/vecLib.framework/Versions/A/Headers | |
# Otherwise (10.12), let's use the 10.12 sdk path: | |
# BLAS_INCLUDE := /Applications/Xcode.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX10.12.sdk/System/Library/Frameworks/Accelerate.framework/Versions/A/Frameworks/vecLib.framework/Versions/A/Headers | |
# BLAS_LIB := /System/Library/Frameworks/Accelerate.framework/Versions/A/Frameworks/vecLib.framework/Versions/A | |
# Configure to use system python and system numpy | |
# PYTHON_INCLUDE := /System/Library/Frameworks/Python.framework/Headers \ | |
# /System/Library/Frameworks/Python.framework/Versions/2.7/Extras/lib/python/numpy/core/include | |
# PYTHON_LIB := /System/Library/Frameworks/Python.framework/Versions/2.7/lib | |
# Configure to enable Python layers. Some projects online need this | |
# WITH_PYTHON_LAYER := 1 | |
curl https://gist.githubusercontent.com/rizkyario/5c0f7435ce7d3bcd3e236cca99042587/raw/122cf8558f1497c50fd8febdbfe697746dc30a13/Makefile.config -o Makefile.config | |
# Add opencv_imgcodecs to Makefile | |
# LIBRARIES += glog gflags protobuf boost_system boost_filesystem m hdf5_hl hdf5 opencv_imgcodecs | |
# Go ahead and build. | |
make all | |
make test | |
make runtest | |
# To get python going, first we need the dependencies | |
# On a super-clean Mac install, you'll need to easy_install pip. | |
sudo -H easy_install pip | |
# Now, we'll install the requirements system-wide. You may also muck about with a virtualenv. | |
# Astonishingly, --user is not better known. | |
pip install --user -r python/requirements.txt | |
# Go ahead and run pytest now. Horrible @rpath warnings which can be ignored. | |
# Fix Malloc error. This is a leveldb issue | |
brew install https://gist.githubusercontent.com/rizkyario/5bcaa5c1b7a1d06e7e1a6c1193ff54af/raw/c0a06f1b98388333955f49e30e01dfdde2d82526/leveldb.rb | |
#make sure latest version of numpy is installed | |
sudo easy_install -U numpy | |
make -j8 pytest | |
# Now, install the package | |
# Make the distribution folder | |
make distribute | |
# Install the caffe package into your local site-packages | |
cp -r distribute/python/caffe ~/Library/Python/2.7/lib/python/site-packages/ | |
# Finally, we have to update references to where the libcaffe libraries are located. | |
# You can see how the paths to libraries are referenced relatively | |
# otool -L ~/Library/Python/2.7/lib/python/site-packages/caffe/_caffe.so | |
# Generally, on a System Integrity Protection -enabled (SIP-enabled) Mac this is no good. | |
# So we're just going to change the paths to be direct | |
cp distribute/lib/libcaffe.so.1.0.0-rc3 ~/Library/Python/2.7/lib/python/site-packages/caffe/libcaffe.so.1.0.0-rc3 | |
install_name_tool -change @rpath/libcaffe.so.1.0.0-rc3 ~/Library/Python/2.7/lib/python/site-packages/caffe/libcaffe.so.1.0.0-rc3 ~/Library/Python/2.7/lib/python/site-packages/caffe/_caffe.so | |
# Verify that everything works | |
# start python and try to import caffe | |
python -c 'import caffe' | |
# If you got this far without errors, congratulations, you installed Caffe on a modern Mac OS X |
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when executing this script, it gives this error on mac 10.13:
please help
BuildError: Failed executing: ./configure --disable-debug --disable-dependency-tracking --prefix=/usr/local/Cellar/protobuf/3.6.1 --with-zlib
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