mirror of
https://github.com/modelscope/modelscope.git
synced 2025-12-16 16:27:45 +01:00
docker file py38 and py37 compatible merge
Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/12722824 * debug * add missing deps * add stanza * fix numpy issue * numpy version * tf case * numpy <= 1.22.0 * fix tf 1.15.5 case * add python38 and python37 compatible docker file * cv add fvcore * add easycv * remove debug code * fix style issue * fix python3.7 python3.8 compatible issue * comment * modify run config * scipy<=1.7.3 * revert scipy<=1.7.3 * fix compatible bug * fix compatible bug * add easycv * update version: 1.6.1rc0 Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/12754942 fix python3.8 and python3.8 compatible issue * numpy version change * numpy version * numpy version * fix numpy version * fix numpy version * update version: 1.6.1rc0 Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/12754942 fix python3.8 and python3.8 compatible issue * restore setup.py * restore setup.py * add build base image * fix style * numpy version fix * optimize build image, split base and modelscope image * fix style issue * modify example path * modify examples folder * add SETUPTOOLS_USE_DISTUTILS=stdlib comments
This commit is contained in:
mulin.lyh
@@ -1,102 +1,5 @@
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ARG BASE_IMAGE=reg.docker.alibaba-inc.com/modelscope/ubuntu:20.04-cuda11.3.0-cudnn8-devel
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ARG BASE_IMAGE=reg.docker.alibaba-inc.com/modelscope/modelscope:ubuntu20.04-cuda11.3.0-py37-torch1.11.0-tf1.15.5-1.6.1
|
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FROM $BASE_IMAGE
|
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ARG DEBIAN_FRONTEND=noninteractive
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ENV TZ=Asia/Shanghai
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ENV CONDA_DIR /opt/conda
|
||||
ENV PATH="${CONDA_DIR}/bin:${PATH}"
|
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ENV arch=x86_64
|
||||
SHELL ["/bin/bash", "-c"]
|
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COPY docker/rcfiles /tmp/resources
|
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COPY docker/jupyter_plugins /tmp/resources/jupyter_plugins
|
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RUN apt-get update && apt-get install -y --reinstall ca-certificates && \
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apt-get clean && \
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cp /tmp/resources/ubuntu20.04_sources.tuna /etc/apt/sources.list && \
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apt-get update && \
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apt-get install -y locales wget git strace gdb sox libopenmpi-dev curl strace vim ffmpeg libsm6 tzdata language-pack-zh-hans ttf-wqy-microhei ttf-wqy-zenhei xfonts-wqy libxext6 build-essential ninja-build && \
|
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wget https://packagecloud.io/github/git-lfs/packages/debian/bullseye/git-lfs_3.2.0_amd64.deb/download -O ./git-lfs_3.2.0_amd64.deb && \
|
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dpkg -i ./git-lfs_3.2.0_amd64.deb && \
|
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rm -f ./git-lfs_3.2.0_amd64.deb && \
|
||||
locale-gen zh_CN && \
|
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locale-gen zh_CN.utf8 && \
|
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update-locale LANG=zh_CN.UTF-8 LC_ALL=zh_CN.UTF-8 LANGUAGE=zh_CN.UTF-8 && \
|
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ln -fs /usr/share/zoneinfo/Asia/Shanghai /etc/localtime && \
|
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dpkg-reconfigure --frontend noninteractive tzdata && \
|
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apt-get clean && \
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rm -rf /var/lib/apt/lists/*
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|
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ENV LANG=zh_CN.UTF-8 LANGUAGE=zh_CN.UTF-8 LC_ALL=zh_CN.UTF-8
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|
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#install and config python
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ARG PYTHON_VERSION=3.7.13
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RUN wget --quiet https://mirrors.aliyun.com/anaconda/miniconda/Miniconda3-latest-Linux-${arch}.sh -O ./miniconda.sh && \
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/bin/bash miniconda.sh -b -p /opt/conda && \
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rm -f miniconda.sh && \
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ln -s /opt/conda/etc/profile.d/conda.sh /etc/profile.d/conda.sh && \
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echo ". /opt/conda/etc/profile.d/conda.sh" >> ~/.bashrc && \
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cp /tmp/resources/conda.tuna ~/.condarc && \
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source /root/.bashrc && \
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conda install --yes python==${PYTHON_VERSION} && \
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pip config set global.index-url https://mirrors.aliyun.com/pypi/simple && \
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pip config set install.trusted-host mirrors.aliyun.com
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ARG USE_GPU=True
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# install pytorch
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ARG TORCH_VERSION=1.12.0
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ARG CUDATOOLKIT_VERSION=11.3
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RUN if [ "$USE_GPU" = "True" ] ; then \
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pip install --no-cache-dir torch==$TORCH_VERSION torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu113; \
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else \
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pip install --no-cache-dir torch==$TORCH_VERSION torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cpu; \
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fi
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# install tensorflow
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ARG TENSORFLOW_VERSION=1.15.5
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RUN if [ "$USE_GPU" = "True" ] ; then \
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pip install --no-cache-dir tensorflow==$TENSORFLOW_VERSION -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html; \
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else \
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pip install --no-cache-dir tensorflow==$TENSORFLOW_VERSION; \
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fi
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# mmcv-full<=1.7.0 for mmdet3d compatible
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RUN if [ "$USE_GPU" = "True" ] ; then \
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CUDA_HOME=/usr/local/cuda TORCH_CUDA_ARCH_LIST="5.0 5.2 6.0 6.1 7.0 7.5 8.0 8.6" MMCV_WITH_OPS=1 MAX_JOBS=8 FORCE_CUDA=1 pip install --no-cache-dir 'mmcv-full<=1.7.0' && pip cache purge; \
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else \
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MMCV_WITH_OPS=1 MAX_JOBS=8 pip install --no-cache-dir 'mmcv-full<=1.7.0' && pip cache purge; \
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fi
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# default shell bash
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ENV SHELL=/bin/bash
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# install special package
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RUN if [ "$USE_GPU" = "True" ] ; then \
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pip install --no-cache-dir dgl-cu113 dglgo -f https://data.dgl.ai/wheels/repo.html; \
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else \
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pip install --no-cache-dir dgl dglgo -f https://data.dgl.ai/wheels/repo.html; \
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fi
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# copy install scripts
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COPY docker/scripts/install_unifold.sh docker/scripts/install_colmap.sh docker/scripts/install_pytorch3d_nvdiffrast.sh docker/scripts/install_tiny_cuda_nn.sh docker/scripts/install_apex.sh /tmp/
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# for uniford
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RUN if [ "$USE_GPU" = "True" ] ; then \
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bash /tmp/install_unifold.sh; \
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else \
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echo 'cpu unsupport uniford'; \
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fi
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RUN if [ "$USE_GPU" = "True" ] ; then \
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pip install --no-cache-dir git+https://github.com/gxd1994/Pointnet2.PyTorch.git@master#subdirectory=pointnet2; \
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else \
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echo 'cpu unsupport Pointnet2'; \
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fi
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RUN pip install --no-cache-dir detectron2==0.3 -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html
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# 3d supports
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RUN bash /tmp/install_colmap.sh
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RUN bash /tmp/install_tiny_cuda_nn.sh
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RUN bash /tmp/install_pytorch3d_nvdiffrast.sh
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# end of 3D
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# install modelscope
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COPY requirements /var/modelscope
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@@ -115,12 +18,25 @@ RUN mkdir -p /root/.local/share/jupyter/labextensions/ && \
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cp -r /tmp/resources/jupyter_plugins/* /root/.local/share/jupyter/labextensions/
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COPY docker/scripts/modelscope_env_init.sh /usr/local/bin/ms_env_init.sh
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RUN pip install --no-cache-dir xtcocotools==1.12 detectron2==0.3 -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html --force
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# python3.8 pip install git+https://github.com/jin-s13/xtcocoapi.git@v1.13
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# pip install git+https://github.com/gatagat/lap.git@v0.4.0
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RUN pip install --no-cache-dir text2sql_lgesql==1.3.0 \
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git+https://github.com/jin-s13/xtcocoapi.git@v1.13 \
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git+https://github.com/gatagat/lap.git@v0.4.0 \
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detectron2==0.3 -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html --force --no-deps
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||||
# speechbrain==0.5.7 for audio compatible
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RUN pip install --no-cache-dir speechbrain==0.5.7 adaseq>=0.5.0 mmcls>=0.21.0 mmdet>=2.25.0 decord>=0.6.0 numpy==1.18.5 wenetruntime==1.11.0 ipykernel fairseq fasttext deepspeed
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RUN pip install --no-cache-dir mpi4py paint_ldm adaseq>=0.5.0 \
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mmcls>=0.21.0 mmdet>=2.25.0 decord>=0.6.0 wenetruntime==1.11.0 \
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ipykernel fairseq fasttext deepspeed -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html
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|
||||
# for cpu install cpu version faiss, faiss depends on blas lib, we install libopenblas TODO rename gpu or cpu version faiss
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RUN if [ "$USE_GPU" = "True" ] ; then \
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bash /tmp/install_apex.sh; \
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pip install --no-cache-dir funtextprocessing kwsbp==0.0.6 faiss==1.7.2 safetensors typeguard==2.13.3 scikit-learn 'pandas<1.4.0' pai-easycv librosa==0.9.2 funasr -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html; \
|
||||
else \
|
||||
echo 'cpu unsupport apex'; \
|
||||
pip install --no-cache-dir funtextprocessing kwsbp==0.0.6 https://modelscope.oss-cn-beijing.aliyuncs.com/releases/dependencies/faiss-1.7.2-py37-none-linux_x86_64.whl safetensors typeguard==2.13.3 scikit-learn 'pandas<1.4.0' pai-easycv librosa==0.9.2 funasr -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html; \
|
||||
fi
|
||||
|
||||
COPY examples /modelscope/examples
|
||||
|
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# for pai-easycv setup compatiblity issue
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ENV SETUPTOOLS_USE_DISTUTILS=stdlib
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|
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136
docker/Dockerfile.ubuntu_base
Normal file
136
docker/Dockerfile.ubuntu_base
Normal file
@@ -0,0 +1,136 @@
|
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ARG BASE_IMAGE=reg.docker.alibaba-inc.com/modelscope/ubuntu:20.04-cuda11.3.0-cudnn8-devel
|
||||
FROM $BASE_IMAGE
|
||||
ARG DEBIAN_FRONTEND=noninteractive
|
||||
ENV TZ=Asia/Shanghai
|
||||
ENV CONDA_DIR /opt/conda
|
||||
ENV PATH="${CONDA_DIR}/bin:${PATH}"
|
||||
ENV arch=x86_64
|
||||
SHELL ["/bin/bash", "-c"]
|
||||
COPY docker/rcfiles /tmp/resources
|
||||
COPY docker/jupyter_plugins /tmp/resources/jupyter_plugins
|
||||
RUN apt-get update && apt-get install -y --reinstall ca-certificates && \
|
||||
apt-get clean && \
|
||||
cp /tmp/resources/sources.list.aliyun /etc/apt/sources.list && \
|
||||
apt-get update && \
|
||||
apt-get install -y locales wget git strace gdb sox libopenmpi-dev curl \
|
||||
libgeos-dev strace vim ffmpeg libsm6 tzdata language-pack-zh-hans \
|
||||
ttf-wqy-microhei ttf-wqy-zenhei xfonts-wqy libxext6 build-essential ninja-build && \
|
||||
wget https://packagecloud.io/github/git-lfs/packages/debian/bullseye/git-lfs_3.2.0_amd64.deb/download -O ./git-lfs_3.2.0_amd64.deb && \
|
||||
dpkg -i ./git-lfs_3.2.0_amd64.deb && \
|
||||
rm -f ./git-lfs_3.2.0_amd64.deb && \
|
||||
locale-gen zh_CN && \
|
||||
locale-gen zh_CN.utf8 && \
|
||||
update-locale LANG=zh_CN.UTF-8 LC_ALL=zh_CN.UTF-8 LANGUAGE=zh_CN.UTF-8 && \
|
||||
ln -fs /usr/share/zoneinfo/Asia/Shanghai /etc/localtime && \
|
||||
dpkg-reconfigure --frontend noninteractive tzdata && \
|
||||
apt-get clean && \
|
||||
rm -rf /var/lib/apt/lists/*
|
||||
|
||||
ENV LANG=zh_CN.UTF-8 LANGUAGE=zh_CN.UTF-8 LC_ALL=zh_CN.UTF-8
|
||||
|
||||
#install and config python
|
||||
ARG PYTHON_VERSION=3.7.13
|
||||
# Miniconda3-py37_23.1.0-1-Linux-x86_64.sh is last python3.7 version
|
||||
RUN if [ "$PYTHON_VERSION" = "3.7.13" ] ; then \
|
||||
wget --quiet https://mirrors.aliyun.com/anaconda/miniconda/Miniconda3-py37_23.1.0-1-Linux-x86_64.sh -O ./miniconda.sh && \
|
||||
/bin/bash miniconda.sh -b -p /opt/conda && \
|
||||
rm -f miniconda.sh && \
|
||||
ln -s /opt/conda/etc/profile.d/conda.sh /etc/profile.d/conda.sh && \
|
||||
echo ". /opt/conda/etc/profile.d/conda.sh" >> ~/.bashrc && \
|
||||
cp /tmp/resources/conda.tuna ~/.condarc && \
|
||||
source /root/.bashrc && \
|
||||
conda install --yes python==${PYTHON_VERSION} && \
|
||||
pip config set global.index-url https://mirrors.aliyun.com/pypi/simple && \
|
||||
pip config set install.trusted-host mirrors.aliyun.com;\
|
||||
else \
|
||||
wget --quiet https://mirrors.aliyun.com/anaconda/miniconda/Miniconda3-latest-Linux-${arch}.sh -O ./miniconda.sh && \
|
||||
/bin/bash miniconda.sh -b -p /opt/conda && \
|
||||
rm -f miniconda.sh && \
|
||||
ln -s /opt/conda/etc/profile.d/conda.sh /etc/profile.d/conda.sh && \
|
||||
echo ". /opt/conda/etc/profile.d/conda.sh" >> ~/.bashrc && \
|
||||
cp /tmp/resources/conda.tuna ~/.condarc && \
|
||||
source /root/.bashrc && \
|
||||
conda install --yes python==${PYTHON_VERSION} && \
|
||||
pip config set global.index-url https://mirrors.aliyun.com/pypi/simple && \
|
||||
pip config set install.trusted-host mirrors.aliyun.com;\
|
||||
fi
|
||||
|
||||
ARG USE_GPU=True
|
||||
|
||||
# install pytorch
|
||||
ARG TORCH_VERSION=1.12.0
|
||||
ARG CUDATOOLKIT_VERSION=cu113
|
||||
RUN if [ "$USE_GPU" = "True" ] ; then \
|
||||
pip install --no-cache-dir torch==$TORCH_VERSION torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu113; \
|
||||
else \
|
||||
pip install --no-cache-dir torch==$TORCH_VERSION torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cpu; \
|
||||
fi
|
||||
|
||||
# install tensorflow
|
||||
ARG TENSORFLOW_VERSION=1.15.5
|
||||
RUN if [ "$USE_GPU" = "True" ] ; then \
|
||||
pip install --no-cache-dir tensorflow==$TENSORFLOW_VERSION -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html; \
|
||||
else \
|
||||
# only python 3.7 has tensorflow 1.15.5
|
||||
if [ "$PYTHON_VERSION" = "3.7.13" ] ; then \
|
||||
pip install --no-cache-dir tensorflow==$TENSORFLOW_VERSION; \
|
||||
else \
|
||||
pip install --no-cache-dir numpy==1.18.5 https://modelscope.oss-cn-beijing.aliyuncs.com/releases/dependencies/tensorflow-1.15.5-cp38-cp38-linux_x86_64.whl; \
|
||||
fi \
|
||||
fi
|
||||
|
||||
# mmcv-full<=1.7.0 for mmdet3d compatible
|
||||
RUN if [ "$USE_GPU" = "True" ] ; then \
|
||||
CUDA_HOME=/usr/local/cuda TORCH_CUDA_ARCH_LIST="5.0 5.2 6.0 6.1 7.0 7.5 8.0 8.6" MMCV_WITH_OPS=1 MAX_JOBS=8 FORCE_CUDA=1 pip install --no-cache-dir 'mmcv-full<=1.7.0' && pip cache purge; \
|
||||
else \
|
||||
MMCV_WITH_OPS=1 MAX_JOBS=8 pip install --no-cache-dir 'mmcv-full<=1.7.0' && pip cache purge; \
|
||||
fi
|
||||
|
||||
# default shell bash
|
||||
ENV SHELL=/bin/bash
|
||||
# install special package
|
||||
RUN if [ "$USE_GPU" = "True" ] ; then \
|
||||
pip install --no-cache-dir dgl-cu113 dglgo -f https://data.dgl.ai/wheels/repo.html; \
|
||||
else \
|
||||
pip install --no-cache-dir dgl==0.9.0 dglgo -f https://data.dgl.ai/wheels/repo.html; \
|
||||
fi
|
||||
|
||||
# copy install scripts
|
||||
COPY docker/scripts/install_unifold.sh docker/scripts/install_colmap.sh docker/scripts/install_pytorch3d_nvdiffrast.sh docker/scripts/install_tiny_cuda_nn.sh docker/scripts/install_apex.sh /tmp/
|
||||
|
||||
# for uniford
|
||||
RUN if [ "$USE_GPU" = "True" ] ; then \
|
||||
bash /tmp/install_unifold.sh; \
|
||||
else \
|
||||
echo 'cpu unsupport uniford'; \
|
||||
fi
|
||||
|
||||
RUN if [ "$USE_GPU" = "True" ] ; then \
|
||||
pip install --no-cache-dir git+https://github.com/gxd1994/Pointnet2.PyTorch.git@master#subdirectory=pointnet2; \
|
||||
else \
|
||||
echo 'cpu unsupport Pointnet2'; \
|
||||
fi
|
||||
|
||||
# 3d supports
|
||||
RUN if [ "$USE_GPU" = "True" ] ; then \
|
||||
bash /tmp/install_colmap.sh; \
|
||||
else \
|
||||
echo 'cpu unsupport colmap'; \
|
||||
fi
|
||||
RUN if [ "$USE_GPU" = "True" ] ; then \
|
||||
bash /tmp/install_tiny_cuda_nn.sh \
|
||||
else \
|
||||
echo 'cpu unsupport tiny_cudann'; \
|
||||
fi
|
||||
RUN if [ "$USE_GPU" = "True" ] ; then \
|
||||
bash /tmp/install_pytorch3d_nvdiffrast.sh; \
|
||||
else \
|
||||
echo 'cpu unsupport pytorch3d nvdiffrast'; \
|
||||
fi
|
||||
# end of 3D
|
||||
# install apex after deepspeed
|
||||
RUN if [ "$USE_GPU" = "True" ] ; then \
|
||||
bash /tmp/install_apex.sh; \
|
||||
else \
|
||||
echo 'cpu unsupport apex'; \
|
||||
fi
|
||||
@@ -1,25 +1,14 @@
|
||||
deb http://mirrors.aliyun.com/ubuntu/ bionic main restricted
|
||||
# deb-src http://mirrors.aliyun.com/ubuntu/ bionic main restricted
|
||||
deb https://mirrors.aliyun.com/ubuntu/ focal main restricted universe multiverse
|
||||
# deb-src https://mirrors.aliyun.com/ubuntu/ focal main restricted universe multiverse
|
||||
|
||||
deb http://mirrors.aliyun.com/ubuntu/ bionic-updates main restricted
|
||||
# deb-src http://mirrors.aliyun.com/ubuntu/ bionic-updates main restricted
|
||||
deb https://mirrors.aliyun.com/ubuntu/ focal-security main restricted universe multiverse
|
||||
# deb-src https://mirrors.aliyun.com/ubuntu/ focal-security main restricted universe multiverse
|
||||
|
||||
deb http://mirrors.aliyun.com/ubuntu/ bionic universe
|
||||
# deb-src http://mirrors.aliyun.com/ubuntu/ bionic universe
|
||||
deb http://mirrors.aliyun.com/ubuntu/ bionic-updates universe
|
||||
# deb-src http://mirrors.aliyun.com/ubuntu/ bionic-updates universe
|
||||
deb https://mirrors.aliyun.com/ubuntu/ focal-updates main restricted universe multiverse
|
||||
# deb-src https://mirrors.aliyun.com/ubuntu/ focal-updates main restricted universe multiverse
|
||||
|
||||
deb http://mirrors.aliyun.com/ubuntu/ bionic multiverse
|
||||
# deb-src http://mirrors.aliyun.com/ubuntu/ bionic multiverse
|
||||
deb http://mirrors.aliyun.com/ubuntu/ bionic-updates multiverse
|
||||
# deb-src http://mirrors.aliyun.com/ubuntu/ bionic-updates multiverse
|
||||
# deb https://mirrors.aliyun.com/ubuntu/ focal-proposed main restricted universe multiverse
|
||||
# deb-src https://mirrors.aliyun.com/ubuntu/ focal-proposed main restricted universe multiverse
|
||||
|
||||
deb http://mirrors.aliyun.com/ubuntu/ bionic-backports main restricted universe multiverse
|
||||
# deb-src http://mirrors.aliyun.com/ubuntu/ bionic-backports main restricted universe multiverse
|
||||
|
||||
deb http://mirrors.aliyun.com/ubuntu bionic-security main restricted
|
||||
# deb-src http://mirrors.aliyun.com/ubuntu bionic-security main restricted
|
||||
deb http://mirrors.aliyun.com/ubuntu bionic-security universe
|
||||
# deb-src http://mirrors.aliyun.com/ubuntu bionic-security universe
|
||||
deb http://mirrors.aliyun.com/ubuntu bionic-security multiverse
|
||||
# deb-src http://mirrors.aliyun.com/ubuntu bionic-security multiverse
|
||||
deb https://mirrors.aliyun.com/ubuntu/ focal-backports main restricted universe multiverse
|
||||
# deb-src https://mirrors.aliyun.com/ubuntu/ focal-backports main restricted universe multiverse
|
||||
|
||||
@@ -1,6 +1,7 @@
|
||||
export MAX_JOBS=16 \
|
||||
&& git clone https://github.com/NVIDIA/apex \
|
||||
&& cd apex \
|
||||
&& TORCH_CUDA_ARCH_LIST="6.0;6.1;6.2;7.0;7.5;8.0;8.6" pip install -v --disable-pip-version-check --no-cache-dir --global-option="--cpp_ext" --global-option="--cuda_ext" ./ \
|
||||
&& git checkout 6bd01c4b99a84648ad5e5238a959735e6936c813 \
|
||||
&& TORCH_CUDA_ARCH_LIST="6.0;6.1;6.2;7.0;7.5;8.0;8.6" pip install -v --disable-pip-version-check --no-cache --global-option="--cpp_ext" --global-option="--cuda_ext" ./ \
|
||||
&& cd .. \
|
||||
&& rm -rf apex
|
||||
|
||||
Reference in New Issue
Block a user