mirror of
https://github.com/k2-fsa/icefall.git
synced 2025-08-08 09:32:20 +00:00
87 lines
2.3 KiB
Docker
87 lines
2.3 KiB
Docker
FROM pytorch/pytorch:1.9.0-cuda10.2-cudnn7-devel
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ENV LC_ALL C.UTF-8
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ARG DEBIAN_FRONTEND=noninteractive
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# python 3.7
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ARG K2_VERSION="1.24.3.dev20230726+cuda10.2.torch1.9.0"
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ARG KALDIFEAT_VERSION="1.25.1.dev20231022+cuda10.2.torch1.9.0"
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ARG TORCHAUDIO_VERSION="0.9.0"
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LABEL authors="Fangjun Kuang <csukuangfj@gmail.com>"
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LABEL k2_version=${K2_VERSION}
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LABEL kaldifeat_version=${KALDIFEAT_VERSION}
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LABEL github_repo="https://github.com/k2-fsa/icefall"
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# see https://developer.nvidia.com/blog/updating-the-cuda-linux-gpg-repository-key/
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RUN rm /etc/apt/sources.list.d/cuda.list && \
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rm /etc/apt/sources.list.d/nvidia-ml.list && \
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apt-key del 7fa2af80
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RUN apt-get update && \
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apt-get install -y --no-install-recommends \
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curl \
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vim \
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libssl-dev \
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autoconf \
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automake \
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bzip2 \
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ca-certificates \
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ffmpeg \
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g++ \
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gfortran \
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git \
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libtool \
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make \
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patch \
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sox \
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subversion \
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unzip \
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valgrind \
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wget \
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zlib1g-dev \
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&& rm -rf /var/lib/apt/lists/*
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RUN wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/cuda-keyring_1.0-1_all.deb && \
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dpkg -i cuda-keyring_1.0-1_all.deb && \
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rm -v cuda-keyring_1.0-1_all.deb && \
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apt-get update && \
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rm -rf /var/lib/apt/lists/*
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# Install dependencies
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RUN pip uninstall -y tqdm && \
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pip install -U --no-cache-dir \
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torchaudio==${TORCHAUDIO_VERSION} -f https://download.pytorch.org/whl/torch_stable.html \
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k2==${K2_VERSION} -f https://k2-fsa.github.io/k2/cuda.html \
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kaldifeat==${KALDIFEAT_VERSION} -f https://csukuangfj.github.io/kaldifeat/cuda.html \
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git+https://github.com/lhotse-speech/lhotse \
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kaldi_native_io \
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kaldialign \
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kaldifst \
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kaldilm \
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sentencepiece>=0.1.96 \
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tensorboard \
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typeguard \
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dill \
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onnx \
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onnxruntime \
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onnxmltools \
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multi_quantization \
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typeguard \
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numpy \
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pytest \
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graphviz \
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tqdm>=4.63.0
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RUN git clone https://github.com/k2-fsa/icefall /workspace/icefall && \
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cd /workspace/icefall && \
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pip install --no-cache-dir -r requirements.txt
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ENV PYTHONPATH /workspace/icefall:$PYTHONPATH
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WORKDIR /workspace/icefall
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