Created
January 28, 2018 14:50
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dockerfile to try pytorch to caffe2
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FROM caffe2ai/caffe2:c2v0.8.1.cpu.min.ubuntu16.04 | |
LABEL maintainer="aaronmarkham@fb.com" | |
# caffe2 install with cpu support | |
RUN apt-get update && apt-get install -y --no-install-recommends \ | |
libgflags-dev \ | |
libgtest-dev \ | |
libiomp-dev \ | |
libleveldb-dev \ | |
liblmdb-dev \ | |
libopencv-dev \ | |
libopenmpi-dev \ | |
libsnappy-dev \ | |
openmpi-bin \ | |
openmpi-doc \ | |
python-numpy \ | |
python-pydot \ | |
python-setuptools \ | |
python-scipy \ | |
wget \ | |
&& rm -rf /var/lib/apt/lists/* | |
RUN pip install --no-cache-dir \ | |
flask \ | |
graphviz \ | |
jupyter \ | |
matplotlib \ | |
pydot \ | |
python-nvd3 \ | |
pyyaml \ | |
requests \ | |
scikit-image \ | |
scipy \ | |
setuptools \ | |
tornado \ | |
http://download.pytorch.org/whl/cpu/torch-0.3.0.post4-cp27-cp27mu-linux_x86_64.whl \ | |
torchvision \ | |
onnx \ | |
onnx-caffe2 | |
########## INSTALLATION STEPS ################### | |
RUN cd caffe2 && mkdir build && cd build \ | |
&& cmake .. \ | |
-DUSE_CUDA=OFF \ | |
-DUSE_NNPACK=OFF \ | |
-DUSE_ROCKSDB=OFF \ | |
&& make -j"$(nproc)" install \ | |
&& ldconfig \ | |
&& make clean \ | |
&& cd .. \ | |
&& rm -rf build | |
RUN cd \ | |
&& wget https://gist.githubusercontent.com/crcrpar/a06c1375449ee9bb73d0f5970afe9894/raw/244935526357ed16b41de1f876659d27890972a3/mnist_pytorch2caffe2.py |
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