Help Center/ ModelArts/ Image Management/ Using a Preset Image/ Inference Base Images/ MindSpore (CPU/GPU)-powered Inference Base Images
Updated on 2022-12-07 GMT+08:00

MindSpore (CPU/GPU)-powered Inference Base Images

ModelArts provides the following inference base images powered by MindSpore (CPU/GPU):

Engine Version 1: mindspore_1.7.0-cpu-py_3.7-ubuntu_18.04-x86_64

  • Image path: swr.{region}.myhuaweicloud.com/atelier/mindspore_1_7_0:mindspore_1.7.0-cpu-py_3.7-ubuntu_18.04-x86_64-20220702120711-8590b76
  • Image creation time: 20220702120711 (yyyy-mm-dd-hh-mm-ss)
  • Image system version: Ubuntu 18.04.4 LTS
  • Path and version of the Python interpreter: /home/ma-user/anaconda3/envs/MindSpore/bin/python, python 3.7.10
  • Third-party package installation path: /home/ma-user/anaconda3/envs/MindSpore/lib/python3.7/site-packages
  • Certain pip installation packages:
    cycler                           0.11.0
    easydict                         1.9
    Flask                            2.0.1
    grpcio                           1.47.0
    gunicorn                         20.1.0
    ipykernel                        6.7.0
    Jinja2                           3.0.1
    lxml                             4.9.0
    matplotlib                       3.5.1
    mindinsight                      1.7.0
    mindspore                        1.7.0
    mindvision                       0.1.0
    moxing-framework                 2.1.0.5d9c87c8
    numpy                            1.17.0
    opencv-contrib-python-headless   4.6.0.66
    opencv-python-headless           4.6.0.66
    pandas                           1.1.5
    Pillow                           9.1.1
    pip                              22.1.2
    protobuf                         3.20.1
    psutil                           5.8.0
    PyYAML                           5.1
    requests                         2.27.1
    scikit-learn                     0.22.1
    scipy                            1.5.2
    setuptools                       62.6.0
    sklearn                          0.0
    tensorboardX                     2.0
    threadpoolctl                    3.1.0
    tomli                            2.0.1
    tornado                          6.1
    tqdm                             4.64.0
    traitlets                        5.3.0
    treelib                          1.6.1
    urllib3                          1.26.9
    wheel                            0.37.1
    zipp                             3.8.0
    ...
  • Certain apt installation packages:
    apt
    ca-certificates
    cmake
    curl
    ethtool
    fdisk
    ffmpeg
    g++
    gcc
    git
    gpg
    graphviz
    libsm6
    libxext6
    libopencv-dev
    libxrender-dev
    libatlas3-base
    libnuma-dev
    libcap-dev
    libssl-dev
    liblz-dev
    libbz2-dev
    liblzma-dev
    libboost-graph-dev
    libsndfile1
    libcurl4-openssl-dev
    libopenblas-base
    liblapack3
    libopenblas-dev
    libprotobuf-dev
    libleveldb-dev
    libsnappy-dev
    libhdf5-serial-dev
    liblapacke-dev
    libgflags-dev
    libgoogle-glog-dev
    liblmdb-dev
    libatlas-base-dev
    librdmacm1
    libcap2-bin
    libpq-dev
    mysql-common
    net-tools
    nginx
    openslide-tools
    openssh-client
    openssh-server
    openssh-sftp-server
    openssl
    protobuf-compiler
    redis-server
    redis-tools
    rpm
    tar
    tofrodos
    unzip
    vim
    wget
    zip
    zlib1g-dev
    ...

Engine Version 2: mindspore_1.7.0-cuda_10.1-py_3.7-ubuntu_18.04-x86_64

  • Image path: swr.{region}.myhuaweicloud.com/atelier/mindspore_1_7_0:mindspore_1.7.0-cuda_10.1-py_3.7-ubuntu_18.04-x86_64-20220702120711-8590b76
  • Image creation time: 20220702120711 (yyyy-mm-dd-hh-mm-ss)
  • Image system version: Ubuntu 18.04.4 LTS
  • CUDA: 10.1.243
  • cuDNN: 7.6.5.32
  • Path and version of the Python interpreter: /home/ma-user/anaconda3/envs/MindSpore/bin/python, python 3.7.10
  • Third-party package installation path: /home/ma-user/anaconda3/envs/MindSpore/lib/python3.7/site-packages
  • Certain pip installation packages:
    cycler                           0.11.0
    easydict                         1.9
    Flask                            2.0.1
    grpcio                           1.47.0
    gunicorn                         20.1.0
    ipykernel                        6.7.0
    Jinja2                           3.0.1
    lxml                             4.9.0
    matplotlib                       3.5.1
    mindinsight                      1.7.0
    mindspore                        1.7.0
    mindvision                       0.1.0
    moxing-framework                 2.1.0.5d9c87c8
    numpy                            1.17.0
    opencv-contrib-python-headless   4.6.0.66
    opencv-python-headless           4.6.0.66
    pandas                           1.1.5
    Pillow                           9.1.1
    pip                              22.1.2
    protobuf                         3.20.1
    psutil                           5.8.0
    PyYAML                           5.1
    requests                         2.27.1
    scikit-learn                     0.22.1
    scipy                            1.5.2
    setuptools                       62.6.0
    sklearn                          0.0
    tensorboardX                     2.0
    threadpoolctl                    3.1.0
    tomli                            2.0.1
    tornado                          6.1
    tqdm                             4.64.0
    traitlets                        5.3.0
    treelib                          1.6.1
    urllib3                          1.26.9
    wheel                            0.37.1
    zipp                             3.8.0
    ...
  • Certain apt installation packages:
    apt
    ca-certificates
    cmake
    cuda
    curl
    ethtool
    fdisk
    ffmpeg
    g++
    gcc
    git
    gpg
    graphviz
    libsm6
    libxext6
    libopencv-dev
    libxrender-dev
    libatlas3-base
    libnuma-dev
    libcap-dev
    libssl-dev
    liblz-dev
    libbz2-dev
    liblzma-dev
    libboost-graph-dev
    libsndfile1
    libcurl4-openssl-dev
    libopenblas-base
    liblapack3
    libopenblas-dev
    libprotobuf-dev
    libleveldb-dev
    libsnappy-dev
    libhdf5-serial-dev
    liblapacke-dev
    libgflags-dev
    libgoogle-glog-dev
    liblmdb-dev
    libatlas-base-dev
    librdmacm1
    libcap2-bin
    libpq-dev
    mysql-common
    net-tools
    nginx
    openslide-tools
    openssh-client
    openssh-server
    openssh-sftp-server
    openssl
    protobuf-compiler
    redis-server
    redis-tools
    rpm
    tar
    tofrodos
    unzip
    vim
    wget
    zip
    zlib1g-dev
    ...

Engine Version 3: mindspore_1.7.0-cuda_11.1-py_3.7-ubuntu_18.04-x86_64

  • Image path: swr.{region}.myhuaweicloud.com/atelier/mindspore_1_7_0:mindspore_1.7.0-cuda_11.1-py_3.7-ubuntu_18.04-x86_64-20220702120711-8590b76
  • Image creation time: 20220702120711 (yyyy-mm-dd-hh-mm-ss)
  • Image system version: Ubuntu 18.04.4 LTS
  • CUDA: 11.1.1
  • cuDNN: 8.0.5.39
  • Path and version of the Python interpreter: /home/ma-user/anaconda3/envs/MindSpore/bin/python, python 3.7.10
  • Third-party package installation path: /home/ma-user/anaconda3/envs/MindSpore/lib/python3.7/site-packages
  • Certain pip installation packages:
    cycler                           0.11.0
    easydict                         1.9
    Flask                            2.0.1
    grpcio                           1.47.0
    gunicorn                         20.1.0
    ipykernel                        6.7.0
    Jinja2                           3.0.1
    lxml                             4.9.0
    matplotlib                       3.5.1
    mindinsight                      1.7.0
    mindspore                        1.7.0
    mindvision                       0.1.0
    moxing-framework                 2.1.0.5d9c87c8
    numpy                            1.17.0
    opencv-contrib-python-headless   4.6.0.66
    opencv-python-headless           4.6.0.66
    pandas                           1.1.5
    Pillow                           9.1.1
    pip                              22.1.2
    protobuf                         3.20.1
    psutil                           5.8.0
    PyYAML                           5.1
    requests                         2.27.1
    scikit-learn                     0.22.1
    scipy                            1.5.2
    setuptools                       62.6.0
    sklearn                          0.0
    tensorboardX                     2.0
    threadpoolctl                    3.1.0
    tomli                            2.0.1
    tornado                          6.1
    tqdm                             4.64.0
    traitlets                        5.3.0
    treelib                          1.6.1
    urllib3                          1.26.9
    wheel                            0.37.1
    zipp                             3.8.0
    ...
  • Certain apt installation packages:
    apt
    ca-certificates
    cmake
    cuda
    curl
    ethtool
    fdisk
    ffmpeg
    g++
    gcc
    git
    gpg
    graphviz
    libsm6
    libxext6
    libopencv-dev
    libxrender-dev
    libatlas3-base
    libnuma-dev
    libcap-dev
    libssl-dev
    liblz-dev
    libbz2-dev
    liblzma-dev
    libboost-graph-dev
    libsndfile1
    libcurl4-openssl-dev
    libopenblas-base
    liblapack3
    libopenblas-dev
    libprotobuf-dev
    libleveldb-dev
    libsnappy-dev
    libhdf5-serial-dev
    liblapacke-dev
    libgflags-dev
    libgoogle-glog-dev
    liblmdb-dev
    libatlas-base-dev
    librdmacm1
    libcap2-bin
    libpq-dev
    mysql-common
    net-tools
    nginx
    openslide-tools
    openssh-client
    openssh-server
    openssh-sftp-server
    openssl
    protobuf-compiler
    redis-server
    redis-tools
    rpm
    tar
    tofrodos
    unzip
    vim
    wget
    zip
    zlib1g-dev
    ...