support torch 2.2.2 in docker images (#1578)

.github/scripts/docker/generate_build_matrix.py

@@ -45,10 +45,13 @@ def get_torchaudio_version(torch_version):
 def get_matrix():
  k2_version = "1.24.4.dev20240223"
  kaldifeat_version = "1.25.4.dev20240223"
- version = "20240318"
+ version = "20240401"
  python_version = ["3.8", "3.9", "3.10", "3.11", "3.12"]
- torch_version = ["1.13.0", "1.13.1", "2.0.0", "2.0.1", "2.1.0", "2.1.1", "2.1.2"]
- torch_version += ["2.2.0", "2.2.1"]
+ torch_version = []
+ torch_version += ["1.13.0", "1.13.1"]
+ torch_version += ["2.0.0", "2.0.1"]
+ torch_version += ["2.1.0", "2.1.1", "2.1.2"]
+ torch_version += ["2.2.0", "2.2.1", "2.2.2"]
 
  matrix = []
  for p in python_version:
@@ -62,10 +65,17 @@ def get_matrix():
  if version_gt(p, "3.11") and not version_gt(t, "2.1"):
  continue
 
+ k2_version_2 = k2_version
+ kaldifeat_version_2 = kaldifeat_version
+
+ if t == "2.2.2":
+ k2_version_2 = "1.24.4.dev20240328"
+ kaldifeat_version_2 = "1.25.4.dev20240329"
+
  matrix.append(
  {
- "k2-version": k2_version,
- "kaldifeat-version": kaldifeat_version,
+ "k2-version": k2_version_2,
+ "kaldifeat-version": kaldifeat_version_2,
  "version": version,
  "python-version": p,
  "torch-version": t,

.github/workflows/build-docker-image.yml

@@ -16,7 +16,7 @@ jobs:
  fail-fast: false
  matrix:
  os: [ubuntu-latest]
- image: ["torch2.2.1-cuda12.1", "torch2.2.1-cuda11.8", "torch2.2.0-cuda12.1", "torch2.2.0-cuda11.8", "torch2.1.0-cuda12.1", "torch2.1.0-cuda11.8", "torch2.0.0-cuda11.7", "torch1.13.0-cuda11.6", "torch1.12.1-cuda11.3", "torch1.9.0-cuda10.2"]
+ image: ["torch2.2.2-cuda12.1", "torch2.2.2-cuda11.8", "torch2.2.1-cuda12.1", "torch2.2.1-cuda11.8", "torch2.2.0-cuda12.1", "torch2.2.0-cuda11.8", "torch2.1.0-cuda12.1", "torch2.1.0-cuda11.8", "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

.github/workflows/run-docker-image.yml

@@ -14,7 +14,7 @@ jobs:
  fail-fast: false
  matrix:
  os: [ubuntu-latest]
- image: ["torch2.2.1-cuda12.1", "torch2.2.1-cuda11.8", "torch2.2.0-cuda12.1", "torch2.2.0-cuda11.8", "torch2.1.0-cuda12.1", "torch2.1.0-cuda11.8", "torch2.0.0-cuda11.7", "torch1.13.0-cuda11.6", "torch1.12.1-cuda11.3", "torch1.9.0-cuda10.2"]
+ image: ["torch2.2.2-cuda12.1", "torch2.2.2-cuda11.8", "torch2.2.1-cuda12.1", "torch2.2.1-cuda11.8", "torch2.2.0-cuda12.1", "torch2.2.0-cuda11.8", "torch2.1.0-cuda12.1", "torch2.1.0-cuda11.8", "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

docker/torch2.0.0-cuda11.7.dockerfile

@@ -1,4 +1,5 @@
 FROM pytorch/pytorch:2.0.0-cuda11.7-cudnn8-devel
+# python 3.10
 
 ENV LC_ALL C.UTF-8
 

docker/torch2.1.0-cuda11.8.dockerfile

@@ -1,4 +1,5 @@
 FROM pytorch/pytorch:2.1.0-cuda11.8-cudnn8-devel
+# python 3.10
 
 ENV LC_ALL C.UTF-8
 

docker/torch2.1.0-cuda12.1.dockerfile

@@ -1,4 +1,5 @@
 FROM pytorch/pytorch:2.1.0-cuda12.1-cudnn8-devel
+# python 3.10
 
 ENV LC_ALL C.UTF-8
 

docker/torch2.2.0-cuda11.8.dockerfile

@@ -1,4 +1,5 @@
 FROM pytorch/pytorch:2.2.0-cuda11.8-cudnn8-devel
+# python 3.10
 
 ENV LC_ALL C.UTF-8
 

docker/torch2.2.0-cuda12.1.dockerfile

@@ -1,4 +1,5 @@
 FROM pytorch/pytorch:2.2.0-cuda12.1-cudnn8-devel
+# python 3.10
 
 ENV LC_ALL C.UTF-8
 

docker/torch2.2.1-cuda11.8.dockerfile

@@ -1,4 +1,5 @@
 FROM pytorch/pytorch:2.2.1-cuda11.8-cudnn8-devel
+# python 3.10
 
 ENV LC_ALL C.UTF-8
 

docker/torch2.2.1-cuda12.1.dockerfile

@@ -1,4 +1,5 @@
 FROM pytorch/pytorch:2.2.1-cuda12.1-cudnn8-devel
+# python 3.10
 
 ENV LC_ALL C.UTF-8
 

docker/torch2.2.2-cuda11.8.dockerfile

@@ -0,0 +1,71 @@
+FROM pytorch/pytorch:2.2.2-cuda11.8-cudnn8-devel
+# python 3.10
+
+ENV LC_ALL C.UTF-8
+
+ARG DEBIAN_FRONTEND=noninteractive
+
+# python 3.10
+ARG K2_VERSION="1.24.4.dev20240328+cuda11.8.torch2.2.2"
+ARG KALDIFEAT_VERSION="1.25.4.dev20240329+cuda11.8.torch2.2.2"
+ARG TORCHAUDIO_VERSION="2.2.2+cu118"
+
+LABEL authors="Fangjun Kuang <csukuangfj@gmail.com>"
+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==${KALDIFEAT_VERSION} -f https://csukuangfj.github.io/kaldifeat/cuda.html \
+ kaldi_native_io \
+ kaldialign \
+ kaldifst \
+ kaldilm \
+ sentencepiece>=0.1.96 \
+ tensorboard \
+ typeguard \
+ dill \
+ onnx \
+ onnxruntime \
+ onnxmltools \
+ multi_quantization \
+ typeguard \
+ numpy \
+ pytest \
+ graphviz
+
+RUN git clone https://github.com/k2-fsa/icefall /workspace/icefall && \
+ cd /workspace/icefall && \
+ pip install --no-cache-dir -r requirements.txt
+
+ENV PYTHONPATH /workspace/icefall:$PYTHONPATH
+
+WORKDIR /workspace/icefall

docker/torch2.2.2-cuda12.1.dockerfile

@@ -0,0 +1,71 @@
+FROM pytorch/pytorch:2.2.2-cuda12.1-cudnn8-devel
+# python 3.10
+
+ENV LC_ALL C.UTF-8
+
+ARG DEBIAN_FRONTEND=noninteractive
+
+# python 3.10
+ARG K2_VERSION="1.24.4.dev20240328+cuda12.1.torch2.2.2"
+ARG KALDIFEAT_VERSION="1.25.4.dev20240329+cuda12.1.torch2.2.2"
+ARG TORCHAUDIO_VERSION="2.2.2+cu121"
+
+LABEL authors="Fangjun Kuang <csukuangfj@gmail.com>"
+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==${KALDIFEAT_VERSION} -f https://csukuangfj.github.io/kaldifeat/cuda.html \
+ kaldi_native_io \
+ kaldialign \
+ kaldifst \
+ kaldilm \
+ sentencepiece>=0.1.96 \
+ tensorboard \
+ typeguard \
+ dill \
+ onnx \
+ onnxruntime \
+ onnxmltools \
+ multi_quantization \
+ typeguard \
+ numpy \
+ pytest \
+ graphviz
+
+RUN git clone https://github.com/k2-fsa/icefall /workspace/icefall && \
+ cd /workspace/icefall && \
+ pip install --no-cache-dir -r requirements.txt
+
+ENV PYTHONPATH /workspace/icefall:$PYTHONPATH
+
+WORKDIR /workspace/icefall

docs/source/docker/intro.rst

@@ -34,6 +34,8 @@ which will give you something like below:
 
 .. code-block:: bash
 
+ "torch2.2.2-cuda12.1"
+ "torch2.2.2-cuda11.8"
  "torch2.2.1-cuda12.1"
  "torch2.2.1-cuda11.8"
  "torch2.2.0-cuda12.1"