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Add a Dockerfile for training on CPU
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Dockerfile.cpu
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Dockerfile.cpu
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FROM nvidia/cuda:9.0-devel
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ENV LANG=C.UTF-8
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RUN apt update && \
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apt upgrade -y && \
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apt install -y ruby wget git cmake g++ libboost-all-dev \
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doxygen graphviz libblas-dev libopenblas-dev \
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libz-dev libssl-dev zlib1g-dev libbz2-dev liblzma-dev \
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libprotobuf9v5 protobuf-compiler libprotobuf-dev \
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python3-dev python3-numpy python3-setuptools
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RUN wget https://apt.repos.intel.com/intel-gpg-keys/GPG-PUB-KEY-INTEL-SW-PRODUCTS-2019.PUB && \
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apt-key add GPG-PUB-KEY-INTEL-SW-PRODUCTS-2019.PUB && \
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rm GPG-PUB-KEY-INTEL-SW-PRODUCTS-2019.PUB && \
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wget https://apt.repos.intel.com/setup/intelproducts.list -O /etc/apt/sources.list.d/intelproducts.list && \
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apt update && \
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apt install -y intel-mkl-64bit-2020.0-088
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RUN cd / && \
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git clone https://github.com/aboSamoor/pycld2.git && \
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cd pycld2 && \
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git checkout e3ac86e && \
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python3 setup.py build && \
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python3 setup.py install
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RUN cd / && \
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git clone https://github.com/saffsd/langid.py.git && \
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cd langid.py && \
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git checkout 4153583 && \
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python3 setup.py build && \
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python3 setup.py install
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RUN cd / && \
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git clone https://github.com/Helsinki-NLP/OpusTools.git && \
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cd OpusTools && \
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git checkout d33b9f3 && \
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cd opustools_pkg && \
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python3 setup.py build && \
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python3 setup.py install
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RUN cd / && \
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git clone https://github.com/marian-nmt/marian-dev && \
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cd marian-dev && \
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git checkout 1.8.0 && \
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mkdir build && \
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cd build && \
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cmake .. \
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-DUSE_SENTENCEPIECE=on \
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-DCOMPILE_CPU=on \
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-DPROTOBUF_LIBRARY=/usr/lib/x86_64-linux-gnu/libprotobuf.so.9 \
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-DPROTOBUF_INCLUDE_DIR=/usr/include/google/protobuf \
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-DPROTOBUF_PROTOC_EXECUTABLE=/usr/bin/protoc && \
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make -j `nproc`
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RUN cd / && \
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git clone --depth 1 https://github.com/moses-smt/mosesdecoder.git && \
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cd /mosesdecoder && \
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./bjam -j8
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