mirror of
https://github.com/k2-fsa/icefall.git
synced 2025-08-08 09:32:20 +00:00
71 lines
1.8 KiB
Docker
71 lines
1.8 KiB
Docker
FROM pytorch/pytorch:1.12.1-cuda11.3-cudnn8-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="1.24.4.dev20230725+cuda11.3.torch1.12.1"
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ARG KALDIFEAT_VERSION="1.25.1.dev20231022+cuda11.3.torch1.12.1"
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ARG TORCHAUDIO_VERSION="0.12.1+cu113"
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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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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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# Install dependencies
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RUN pip install --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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git+https://github.com/lhotse-speech/lhotse \
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kaldifeat==${KALDIFEAT_VERSION} -f https://csukuangfj.github.io/kaldifeat/cuda.html \
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kaldi_native_io \
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kaldialign \
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kaldifst \
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kaldilm \
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sentencepiece>=0.1.96 \
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tensorboard \
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typeguard \
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dill \
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onnx \
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onnxruntime \
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onnxmltools \
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multi_quantization \
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typeguard \
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numpy \
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pytest \
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graphviz
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RUN git clone https://github.com/k2-fsa/icefall /workspace/icefall && \
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cd /workspace/icefall && \
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pip install --no-cache-dir -r requirements.txt
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ENV PYTHONPATH /workspace/icefall:$PYTHONPATH
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WORKDIR /workspace/icefall
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