mirror of
https://github.com/k2-fsa/icefall.git
synced 2025-08-09 18:12:19 +00:00
d30244e28f
* add a docker file for some users Ubuntu18.04-pytorch1.7.1-cuda11.0-cudnn8-python3.8 * add a describing file of how to use dockerfile give some steps to use dockerfile
92 lines
2.3 KiB
Docker
92 lines
2.3 KiB
Docker
FROM pytorch/pytorch:1.7.1-cuda11.0-cudnn8-devel
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# install normal source
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RUN apt-get update && \
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apt-get install -y --no-install-recommends \
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g++ \
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make \
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automake \
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autoconf \
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bzip2 \
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unzip \
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wget \
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sox \
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libtool \
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git \
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subversion \
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zlib1g-dev \
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gfortran \
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ca-certificates \
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patch \
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ffmpeg \
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valgrind \
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libssl-dev \
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vim && \
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rm -rf /var/lib/apt/lists/*
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RUN mv /opt/conda/lib/libcufft.so.10 /opt/libcufft.so.10.bak && \
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mv /opt/conda/lib/libcurand.so.10 /opt/libcurand.so.10.bak && \
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mv /opt/conda/lib/libcublas.so.11 /opt/libcublas.so.11.bak && \
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mv /opt/conda/lib/libnvrtc.so.11.0 /opt/libnvrtc.so.11.1.bak && \
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mv /opt/conda/lib/libnvToolsExt.so.1 /opt/libnvToolsExt.so.1.bak && \
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mv /opt/conda/lib/libcudart.so.11.0 /opt/libcudart.so.11.0.bak
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# cmake
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RUN wget -P /opt https://cmake.org/files/v3.18/cmake-3.18.0.tar.gz && \
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cd /opt && \
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tar -zxvf cmake-3.18.0.tar.gz && \
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cd cmake-3.18.0 && \
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./bootstrap && \
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make && \
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make install && \
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rm -rf cmake-3.18.0.tar.gz && \
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find /opt/cmake-3.18.0 -type f \( -name "*.o" -o -name "*.la" -o -name "*.a" \) -exec rm {} \; && \
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cd -
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#kaldiio
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RUN pip install kaldiio
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# flac
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RUN wget -P /opt https://downloads.xiph.org/releases/flac/flac-1.3.2.tar.xz && \
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cd /opt && \
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xz -d flac-1.3.2.tar.xz && \
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tar -xvf flac-1.3.2.tar && \
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cd flac-1.3.2 && \
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./configure && \
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make && make install && \
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rm -rf flac-1.3.2.tar && \
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find /opt/flac-1.3.2 -type f \( -name "*.o" -o -name "*.la" -o -name "*.a" \) -exec rm {} \; && \
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cd -
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# graphviz
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RUN pip install graphviz
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# kaldifeat
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RUN git clone https://github.com/csukuangfj/kaldifeat.git /opt/kaldifeat && \
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cd /opt/kaldifeat && \
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python setup.py install && \
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cd -
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#install k2 from source
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RUN git clone https://github.com/k2-fsa/k2.git /opt/k2 && \
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cd /opt/k2 && \
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python3 setup.py install && \
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cd -
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# install lhotse
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RUN pip install git+https://github.com/lhotse-speech/lhotse
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#RUN pip install lhotse
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# install icefall
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RUN git clone https://github.com/k2-fsa/icefall && \
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cd icefall && \
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pip install -r requirements.txt -i https://pypi.tuna.tsinghua.edu.cn/simple
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ENV PYTHONPATH /workspace/icefall:$PYTHONPATH
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