Add docker image for icefall (#1189)

k2-fsa · Jul 28, 2023 · 751bb6f · 751bb6f
1 parent 19b942c
commit 751bb6f
Show file tree

Hide file tree

Showing 7 changed files with 376 additions and 0 deletions.
diff --git a/.github/workflows/build-docker-image.yml b/.github/workflows/build-docker-image.yml
@@ -0,0 +1,45 @@
+# see also
+# https://docs.github.com/en/actions/publishing-packages/publishing-docker-images#publishing-images-to-github-packages
+name: Build docker image
+on:
+  workflow_dispatch:
+
+concurrency:
+  group: build_docker-${{ github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  build-docker-image:
+    name: ${{ matrix.image }}
+    runs-on: ${{ matrix.os }}
+    strategy:
+      fail-fast: false
+      matrix:
+        os: [ubuntu-latest]
+        image: ["torch2.0.0-cuda11.7", "torch1.13.0-cuda11.6", "torch1.12.1-cuda11.3", "torch1.9.0-cuda10.2"]
+
+    steps:
+      # refer to https://github.com/actions/checkout
+      - uses: actions/checkout@v2
+        with:
+          fetch-depth: 0
+
+      - name: Rename
+        shell: bash
+        run: |
+          image=${{ matrix.image }}
+          mv -v ./docker/$image.dockerfile ./Dockerfile
+
+      - name: Log in to Docker Hub
+        uses: docker/login-action@v2
+        with:
+          username: ${{ secrets.DOCKER_USERNAME }}
+          password: ${{ secrets.DOCKER_PASSWORD }}
+
+      - name: Build and push
+        uses: docker/build-push-action@v4
+        with:
+          context: .
+          file: ./Dockerfile
+          push: true
+          tags: k2fsa/icefall:${{ matrix.image }}
diff --git a/.github/workflows/run-docker-image.yml b/.github/workflows/run-docker-image.yml
@@ -0,0 +1,66 @@
+name: Run docker image
+on:
+  workflow_dispatch:
+
+concurrency:
+  group: run_docker_image-${{ github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  run-docker-image:
+    name: ${{ matrix.image }}
+    runs-on: ${{ matrix.os }}
+    strategy:
+      fail-fast: false
+      matrix:
+        os: [ubuntu-latest]
+        image: ["torch2.0.0-cuda11.7", "torch1.13.0-cuda11.6", "torch1.12.1-cuda11.3", "torch1.9.0-cuda10.2"]
+    steps:
+      # refer to https://github.com/actions/checkout
+      - uses: actions/checkout@v2
+        with:
+          fetch-depth: 0
+
+      - name: Run the build process with Docker
+        uses: addnab/docker-run-action@v3
+        with:
+            image: k2fsa/icefall:${{ matrix.image }}
+            run: |
+              uname -a
+              cat /etc/*release
+
+              nvcc --version
+
+              which nvcc
+              cuda_dir=$(dirname $(which nvcc))
+              echo "cuda_dir: $cuda_dir"
+
+              find $cuda_dir -name libcuda.so*
+              echo "--------------------"
+
+              find / -name libcuda.so* 2>/dev/null
+
+              pushd /opt/conda/lib/stubs && ln -s libcuda.so libcuda.so.1 && popd
+
+              export LD_LIBRARY_PATH=/opt/conda/lib/stubs:$LD_LIBRARY_PATH
+              echo "LD_LIBRARY_PATH $LD_LIBRARY_PATH"
+
+              python3 --version
+              which python3
+
+              echo "----------torch----------"
+              python3 -m torch.utils.collect_env
+
+              echo "----------k2----------"
+              python3 -c "import k2; print(k2.__file__)"
+              python3 -c "import k2; print(k2.__version__)"
+              python3 -m k2.version
+
+              echo "----------lhotse----------"
+              python3 -c "import lhotse; print(lhotse.__file__)"
+              python3 -c "import lhotse; print(lhotse.__version__)"
+
+              echo "----------kaldifeat----------"
+              python3 -c "import kaldifeat; print(kaldifeat.__file__)"
+              python3 -c "import kaldifeat; print(kaldifeat.__version__)"
+
diff --git a/docker/README.md b/docker/README.md
@@ -1,5 +1,20 @@
 # icefall dockerfile
 
+## Download from dockerhub
+
+You can find pre-built docker image for icefall at the following address:
+
+  <https://hub.docker.com/r/k2fsa/icefall/tags>
+
+Example usage:
+
+```bash
+docker run --gpus all --rm -it  k2fsa/icefall:torch1.13.0-cuda11.6 /bin/bash
+```
+
+
+## Build from dockerfile
+
 2 sets of configuration are provided - (a) Ubuntu18.04-pytorch1.12.1-cuda11.3-cudnn8, and (b) Ubuntu18.04-pytorch1.7.1-cuda11.0-cudnn8.
 
 If your NVIDIA driver supports CUDA Version: 11.3, please go for case (a) Ubuntu18.04-pytorch1.12.1-cuda11.3-cudnn8.

diff --git a/docker/torch1.12.1-cuda11.3.dockerfile b/docker/torch1.12.1-cuda11.3.dockerfile
@@ -0,0 +1,62 @@
+FROM pytorch/pytorch:1.12.1-cuda11.3-cudnn8-runtime
+
+ENV LC_ALL C.UTF-8
+
+ARG DEBIAN_FRONTEND=noninteractive
+
+ARG K2_VERSION="1.24.3.dev20230725+cuda11.3.torch1.12.1"
+ARG KALDIFEAT_VERSION="1.25.0.dev20230726+cuda11.3.torch1.12.1"
+ARG TORCHAUDIO_VERSION="0.12.1+cu113"
+
+LABEL authors="Fangjun Kuang <[email protected]>"
+LABEL k2_version=${K2_VERSION}
+LABEL kaldifeat_version=${KALDIFEAT_VERSION}
+LABEL github_repo="https://github.com/k2-fsa/icefall"
+
+RUN apt-get update && \
+    apt-get install -y --no-install-recommends \
+        curl \
+        vim \
+    		libssl-dev \
+        autoconf \
+        automake \
+        bzip2 \
+        ca-certificates \
+        ffmpeg \
+        g++ \
+        gfortran \
+        git \
+        libtool \
+        make \
+        patch \
+        sox \
+        subversion \
+        unzip \
+        valgrind \
+        wget \
+        zlib1g-dev \
+        && rm -rf /var/lib/apt/lists/*
+
+# Install dependencies
+RUN pip install --no-cache-dir \
+      torchaudio==${TORCHAUDIO_VERSION} -f https://download.pytorch.org/whl/torch_stable.html \
+      k2==${K2_VERSION} -f https://k2-fsa.github.io/k2/cuda.html \
+      git+https://github.com/lhotse-speech/lhotse \
+      kaldifeat==${KALDIFEAT_VERSION} -f https://csukuangfj.github.io/kaldifeat/cuda.html \
+      \
+      kaldi_native_io \
+      kaldialign \
+      kaldifst \
+      kaldilm \
+      sentencepiece>=0.1.96 \
+      tensorboard \
+      typeguard \
+      dill
+
+RUN git clone https://github.com/k2-fsa/icefall /workspace/icefall && \
+    cd /workspace/icefall && \
+    pip install --no-cache-dir -r requirements.txt
+
+ENV PYTHONPATH /workspace/icefall:$PYTHONPATH
+
+WORKDIR /workspace/icefall
diff --git a/docker/torch1.13.0-cuda11.6.dockerfile b/docker/torch1.13.0-cuda11.6.dockerfile
@@ -0,0 +1,64 @@
+FROM pytorch/pytorch:1.13.0-cuda11.6-cudnn8-runtime
+
+ENV LC_ALL C.UTF-8
+
+ARG DEBIAN_FRONTEND=noninteractive
+
+ARG K2_VERSION="1.24.3.dev20230725+cuda11.6.torch1.13.0"
+ARG KALDIFEAT_VERSION="1.25.0.dev20230726+cuda11.6.torch1.13.0"
+ARG TORCHAUDIO_VERSION="0.13.0+cu116"
+
+LABEL authors="Fangjun Kuang <[email protected]>"
+LABEL k2_version=${K2_VERSION}
+LABEL kaldifeat_version=${KALDIFEAT_VERSION}
+LABEL github_repo="https://github.com/k2-fsa/icefall"
+
+RUN apt-get update && \
+    apt-get install -y --no-install-recommends \
+        curl \
+        vim \
+    		libssl-dev \
+        autoconf \
+        automake \
+        bzip2 \
+        ca-certificates \
+        ffmpeg \
+        g++ \
+        gfortran \
+        git \
+        libtool \
+        make \
+        patch \
+        sox \
+        subversion \
+        unzip \
+        valgrind \
+        wget \
+        zlib1g-dev \
+        && rm -rf /var/lib/apt/lists/*
+
+# Install dependencies
+RUN pip install --no-cache-dir \
+      torchaudio==${TORCHAUDIO_VERSION} -f https://download.pytorch.org/whl/torch_stable.html \
+      k2==${K2_VERSION} -f https://k2-fsa.github.io/k2/cuda.html \
+      git+https://github.com/lhotse-speech/lhotse \
+      kaldifeat==${KALDIFEAT_VERSION} -f https://csukuangfj.github.io/kaldifeat/cuda.html \
+      \
+      kaldi_native_io \
+      kaldialign \
+      kaldifst \
+      kaldilm \
+      sentencepiece>=0.1.96 \
+      tensorboard \
+      typeguard \
+      dill
+
+RUN git clone https://github.com/k2-fsa/icefall /workspace/icefall && \
+    cd /workspace/icefall && \
+    pip install --no-cache-dir -r requirements.txt
+
+ENV PYTHONPATH /workspace/icefall:$PYTHONPATH
+
+ENV LD_LIBRARY_PATH /opt/conda/lib/stubs:$LD_LIBRARY_PATH
+
+WORKDIR /workspace/icefall
diff --git a/docker/torch1.9.0-cuda10.2.dockerfile b/docker/torch1.9.0-cuda10.2.dockerfile
@@ -0,0 +1,62 @@
+FROM pytorch/pytorch:1.9.0-cuda10.2-cudnn7-runtime
+
+ENV LC_ALL C.UTF-8
+
+ARG DEBIAN_FRONTEND=noninteractive
+
+ARG K2_VERSION="1.24.3.dev20230726+cuda10.2.torch1.9.0"
+ARG KALDIFEAT_VERSION="1.25.0.dev20230726+cuda10.2.torch1.9.0"
+ARG TORCHAUDIO_VERSION="0.9.0"
+
+LABEL authors="Fangjun Kuang <[email protected]>"
+LABEL k2_version=${K2_VERSION}
+LABEL kaldifeat_version=${KALDIFEAT_VERSION}
+LABEL github_repo="https://github.com/k2-fsa/icefall"
+
+RUN apt-get update && \
+    apt-get install -y --no-install-recommends \
+        curl \
+        vim \
+    		libssl-dev \
+        autoconf \
+        automake \
+        bzip2 \
+        ca-certificates \
+        ffmpeg \
+        g++ \
+        gfortran \
+        git \
+        libtool \
+        make \
+        patch \
+        sox \
+        subversion \
+        unzip \
+        valgrind \
+        wget \
+        zlib1g-dev \
+        && rm -rf /var/lib/apt/lists/*
+
+# Install dependencies
+RUN pip install --no-cache-dir \
+      torchaudio==${TORCHAUDIO_VERSION} -f https://download.pytorch.org/whl/torch_stable.html \
+      k2==${K2_VERSION} -f https://k2-fsa.github.io/k2/cuda.html \
+      kaldifeat==${KALDIFEAT_VERSION} -f https://csukuangfj.github.io/kaldifeat/cuda.html \
+      git+https://github.com/lhotse-speech/lhotse \
+      \
+      kaldi_native_io \
+      kaldialign \
+      kaldifst \
+      kaldilm \
+      sentencepiece>=0.1.96 \
+      tensorboard \
+      typeguard \
+      dill
+
+RUN git clone https://github.com/k2-fsa/icefall /workspace/icefall && \
+    cd /workspace/icefall && \
+    pip install --no-cache-dir -r requirements.txt
+
+ENV PYTHONPATH /workspace/icefall:$PYTHONPATH
+
+WORKDIR /workspace/icefall
diff --git a/docker/torch2.0.0-cuda11.7.dockerfile b/docker/torch2.0.0-cuda11.7.dockerfile
@@ -0,0 +1,62 @@
+FROM pytorch/pytorch:2.0.0-cuda11.7-cudnn8-runtime
+
+ENV LC_ALL C.UTF-8
+
+ARG DEBIAN_FRONTEND=noninteractive
+
+ARG K2_VERSION="1.24.3.dev20230718+cuda11.7.torch2.0.0"
+ARG KALDIFEAT_VERSION="1.25.0.dev20230726+cuda11.7.torch2.0.0"
+ARG TORCHAUDIO_VERSION="2.0.0+cu117"
+
+LABEL authors="Fangjun Kuang <[email protected]>"
+LABEL k2_version=${K2_VERSION}
+LABEL kaldifeat_version=${KALDIFEAT_VERSION}
+LABEL github_repo="https://github.com/k2-fsa/icefall"
+
+RUN apt-get update && \
+    apt-get install -y --no-install-recommends \
+        curl \
+        vim \
+    		libssl-dev \
+        autoconf \
+        automake \
+        bzip2 \
+        ca-certificates \
+        ffmpeg \
+        g++ \
+        gfortran \
+        git \
+        libtool \
+        make \
+        patch \
+        sox \
+        subversion \
+        unzip \
+        valgrind \
+        wget \
+        zlib1g-dev \
+        && rm -rf /var/lib/apt/lists/*
+
+# Install dependencies
+RUN pip install --no-cache-dir \
+      torchaudio==${TORCHAUDIO_VERSION} -f https://download.pytorch.org/whl/torch_stable.html \
+      k2==${K2_VERSION} -f https://k2-fsa.github.io/k2/cuda.html \
+      git+https://github.com/lhotse-speech/lhotse \
+      kaldifeat==${KALDIFEAT_VERSION} -f https://csukuangfj.github.io/kaldifeat/cuda.html \
+      \
+      kaldi_native_io \
+      kaldialign \
+      kaldifst \
+      kaldilm \
+      sentencepiece>=0.1.96 \
+      tensorboard \
+      typeguard \
+      dill
+
+RUN git clone https://github.com/k2-fsa/icefall /workspace/icefall && \
+    cd /workspace/icefall && \
+    pip install --no-cache-dir -r requirements.txt
+
+ENV PYTHONPATH /workspace/icefall:$PYTHONPATH
+
+WORKDIR /workspace/icefall