Change default blas to Eigen
1 file changed
tree: 75fb048ee001141a0b799106811e3a7ee97f7626
  1. .travis/
  2. caffe/
  3. caffe2/
  4. cmake/
  5. docs/
  6. third_party/
  7. .Doxyfile
  8. .gitignore
  9. .gitmodules
  10. .travis.yml
  11. build.py
  12. build_android.py
  13. build_android_prepare.py
  14. CMakeLists.txt
  15. Makefile
  16. README.md
README.md

Caffe2

Caffe2 is a deep learning framework made with expression, speed, and modularity in mind. It is an experimental refactoring of Caffe, and allows a more flexible way to organize computation.

License and Citation

Caffe2 is released under the BSD 2-Clause license.

Building Caffe2

Build Status

git clone https://github.com/bwasti/caffe2.git
cd caffe2

OS X

brew install openblas glog gtest automake protobuf leveled lmdb
mkdir build && cd build
cmake .. -DBLAS=OpenBLAS -DUSE_OPENCV=off
make

Ubuntu

sudo apt-get install libprotobuf-dev protobuf-compiler libatlas-base-dev libgoogle-glog-dev libgtest-dev liblmdb-dev libleveldb-dev libsnappy-dev python-dev python-pip libiomp-dev libopencv-dev libpthread-stubs0-dev cmake
sudo pip install numpy
wget http://developer.download.nvidia.com/compute/cuda/repos/ubuntu1404/x86_64/cuda-repo-ubuntu1404_8.0.44-1_amd64.deb
sudo dpkg -i cuda-repo-ubuntu1404_8.0.44-1_amd64.deb
sudo apt-get update
sudo apt-get install cuda
sudo apt-get install git

CUDNN_URL="http://developer.download.nvidia.com/compute/redist/cudnn/v5.1/cudnn-8.0-linux-x64-v5.1.tgz" &&
curl -fsSL ${CUDNN_URL} -O &&
sudo tar -xzf cudnn-8.0-linux-x64-v5.1.tgz -C /usr/local &&
rm cudnn-8.0-linux-x64-v5.1.tgz &&
sudo ldconfig

mkdir build && cd build
cmake ..
make

Python support

To run the tutorials you'll need ipython-notebooks and matplotlib, which can be installed on OS X with:

brew install matplotlib --with-python3
pip install ipython notebook

Build status (known working)

Ubuntu 14.04 (GCC)

  • [ ] Default CPU build
  • [x] Default GPU build

OS X (Clang)

  • [x] Default CPU build
  • [ ] Default GPU build

Options (both Clang and GCC)

  • [ ] Nervana GPU
  • [ ] ZMQ
  • [ ] RocksDB
  • [ ] MPI
  • [ ] OpenMP
  • [ ] No LMDB
  • [ ] No LevelDB
  • [x] No OpenCV

BLAS

  • [x] OpenBLAS
  • [x] ATLAS
  • [ ] MKL

Other

  • [ ] CMake 2.8 support
  • [ ] List of dependencies for Ubuntu 14.04
  • [ ] List of dependencies for OS X