ModelArts开发环境提供Docker容器镜像,可作为预构建容器运行。预置镜像里面包含PyTorch,Tensorflow,MindSpore等常用AI引擎框架,镜像命名以AI引擎为主,并且每个镜像里面都预置了很多常用包,用户可以直接使用而无需重新安装。
ModelArts开发环境提供的预置镜像主要包含:
开发环境预置镜像分为X86和ARM两类:
表1 X86预置镜像列表
引擎类型 |
镜像名称 |
PyTorch |
pytorch1.8-cuda10.2-cudnn7-ubuntu18.04 |
pytorch1.10-cuda10.2-cudnn7-ubuntu18.04 |
pytorch1.4-cuda10.1-cudnn7-ubuntu18.04 |
Tensorflow |
tensorflow2.1-cuda10.1-cudnn7-ubuntu18.04 |
tensorflow1.13-cuda10.0-cudnn7-ubuntu18.04 |
MindSpore |
mindspore1.7.0-cuda10.1-py3.7-ubuntu18.04 |
mindspore1.7.0-py3.7-ubuntu18.04 |
mindspore1.2.0-cuda10.1-cudnn7-ubuntu18.04 |
mindspore1.2.0-openmpi2.1.1-ubuntu18.04 |
无AI引擎(专用于自定义镜像的基础镜像) |
conda3-cuda10.2-cudnn7-ubuntu18.04 |
conda3-ubuntu18.04 |
表2 ARM预置镜像列表
引擎类型 |
镜像名称 |
TensorFlow |
tensorflow1.15-mindspore1.7.0-cann5.1.0-euler2.8-aarch64 |
tensorflow1.15-cann5.1.0-py3.7-euler2.8.3 |
MindSpore |
mindspore_1.10.0-cann_6.0.1-py_3.7-euler_2.8.3 |
mindspore_1.9.0-cann_6.0.0-py_3.7-euler_2.8.3 |
mindspore1.7.0-cann5.1.0-py3.7-euler2.8.3 |
Notebook基础镜像x86 PyTorch
PyTorch包含三种镜像:
镜像一:pytorch1.8-cuda10.2-cudnn7-ubuntu18.04
表3 pytorch1.8-cuda10.2-cudnn7-ubuntu18.04镜像介绍
AI引擎框架 |
是否使用 GPU (CUDA 版本) |
URL |
包含的依赖项 |
PyTorch 1.8
|
是 (cuda 10.2) |
swr.{region_id}.myhuaweicloud.com/atelier/pytorch_1_8:pytorch_1.8.0-cuda_10.2-py_3.7-ubuntu_18.04-x86_64-20220926104358-041ba2e 例如: 华北-北京四 swr.cn-north-4.myhuaweicloud.com/atelier/pytorch_1_8:pytorch_1.8.0-cuda_10.2-py_3.7-ubuntu_18.04-x86_64-20220926104358-041ba2e 华东-上海一 swr.cn-east-3.myhuaweicloud.com/atelier/pytorch_1_8:pytorch_1.8.0-cuda_10.2-py_3.7-ubuntu_18.04-x86_64-20220926104358-041ba2e 华南-广州 swr.cn-south-1.myhuaweicloud.com/atelier/pytorch_1_8:pytorch_1.8.0-cuda_10.2-py_3.7-ubuntu_18.04-x86_64-20220926104358-041ba2e |
PyPI 程序包 |
Ubuntu 软件包 |
torch 1.8.0 torchvision 0.9.0 ipykernel 6.7.0 ipython 7.34.0 jupyter-client 7.3.4 ma-cau 1.1.6 ma-cau-adapter 1.1.3 ma-cli 1.2.2 matplotlib 3.5.1 modelarts 1.4.11 moxing-framework 2.1.0.5d9c87c8 numpy 1.19.5 opencv-python 4.1.2.30 pandas 1.1.5 pillow 9.2.0 pip 22.1.2 psutil 5.8.0 PyYAML 5.1 scipy 1.5.2 scikit-learn 0.22.1 tornado 6.2 tensorboard 2.1.1 |
automake build-essential ca-certificates cmake cpp curl ffmpeg g++ gcc gfortran git git-lfs grep libcudnn7 libcudnn7-dev libjpeg-dev:amd64 libjpeg8-dev:amd64 openssh-client openssh-server nginx pandoc python3 rpm screen tar tmux unzip vim wget zip |
镜像二:pytorch1.10-cuda10.2-cudnn7-ubuntu18.04
表4 pytorch1.10-cuda10.2-cudnn7-ubuntu18.04镜像介绍
AI引擎框架 |
是否使用 GPU (CUDA 版本) |
URL |
包含的依赖项 |
Pytorch 1.10
|
是 (cuda 10.2) |
swr.{region_id}.myhuaweicloud.com/atelier/pytorch_1_10:pytorch_1.10.2-cuda_10.2-py_3.7-ubuntu_18.04-x86_64-20221008154718-2b3e39c 例如: 华北-北京四 swr.cn-north-4.myhuaweicloud.com/atelier/pytorch_1_10:pytorch_1.10.2-cuda_10.2-py_3.7-ubuntu_18.04-x86_64-20221008154718-2b3e39c 华东-上海一 swr.cn-east-3.myhuaweicloud.com/atelier/pytorch_1_10:pytorch_1.10.2-cuda_10.2-py_3.7-ubuntu_18.04-x86_64-20221008154718-2b3e39c 华南-广州 swr.cn-south-1.myhuaweicloud.com/atelier/pytorch_1_10:pytorch_1.10.2-cuda_10.2-py_3.7-ubuntu_18.04-x86_64-20221008154718-2b3e39c |
PyPI 程序包 |
Ubuntu 软件包 |
torch 1.10.2 torchvision 0.11.3 ipykernel 5.3.4 ipython 7.34.0 jupyter-client 7.3.4 ma-cau 1.1.6 ma-cau-adapter 1.1.3 ma-cli 1.2.2 matplotlib 3.5.1 modelarts 1.4.11 moxing-framework 2.1.0.5d9c87c8 numpy 1.19.5 opencv-python 4.1.2.30 pandas 1.1.5 pillow 9.2.0 pip 22.1.2 psutil 5.8.0 PyYAML 5.1 scipy 1.5.2 scikit-learn 0.22.1 tornado 6.2 |
automake build-essential ca-certificates cmake cpp curl ffmpeg g++ gcc gfortran git git-lfs grep libcudnn7 libcudnn7-dev libjpeg-dev:amd64 libjpeg8-dev:amd64 openssh-client openssh-server nginx pandoc python3 rpm screen tar tmux unzip vim wget zip |
镜像三:pytorch1.4-cuda10.1-cudnn7-ubuntu18.04
表5 pytorch1.4-cuda10.1-cudnn7-ubuntu18.04镜像介绍
AI引擎框架 |
是否使用 GPU (CUDA 版本) |
URL |
包含的依赖项 |
Pytorch 1.4
|
是 (cuda 10.1) |
swr.{region_id}.myhuaweicloud.com/atelier/pytorch_1_4:pytorch_1.4-cuda_10.1-py37-ubuntu_18.04-x86_64-20220926104017-041ba2e 例如: 华北-北京四 swr.cn-north-4.myhuaweicloud.com/atelier/pytorch_1_4:pytorch_1.4-cuda_10.1-py37-ubuntu_18.04-x86_64-20220926104017-041ba2e 华东上海一 swr.cn-east-3.myhuaweicloud.com/atelier/pytorch_1_4:pytorch_1.4-cuda_10.1-py37-ubuntu_18.04-x86_64-20220926104017-041ba2e 华南-广州 swr.cn-south-1.myhuaweicloud.com/atelier/pytorch_1_4:pytorch_1.4-cuda_10.1-py37-ubuntu_18.04-x86_64-20220926104017-041ba2e |
PyPI 程序包 |
Ubuntu 软件包 |
torch 1.4.0 torchvision 0.5.0 ipykernel 6.7.0 ipython 7.34.0 jupyter-client 7.3.4 ma-cau 1.1.6 ma-cau-adapter 1.1.3 ma-cli 1.2.2 matplotlib 3.5.1 modelarts 1.4.11 moxing-framework 2.1.0.5d9c87c8 numpy 1.19.5 opencv-python 4.1.2.30 pandas 1.1.5 pillow 9.2.0 pip 22.1.2 psutil 5.8.0 PyYAML 5.1 scipy 1.5.2 scikit-learn 0.22.1 tornado 6.2 tensorboard 2.1.1 |
automake build-essential ca-certificates cmake cpp curl ffmpeg g++ gcc gfortran git git-lfs grep libcudnn7 libcudnn7-dev libjpeg-dev:amd64 libjpeg8-dev:amd64 openssh-client openssh-server nginx pandoc python3 rpm screen tar tmux unzip vim wget zip |
Notebook基础镜像x86 Tensorflow
Tensorflow包含两种镜像:
镜像一:tensorflow2.1-cuda10.1-cudnn7-ubuntu18.04
表6 tensorflow2.1-cuda10.1-cudnn7-ubuntu18.04镜像介绍
AI引擎框架 |
是否使用 GPU (CUDA 版本) |
URL |
包含的依赖项 |
Tensorflow 2.1
|
是 (cuda 10.1) |
swr.{region_id}.myhuaweicloud.com/atelier/tensorflow_2_1:tensorflow_2.1.0-cuda_10.1-py_3.7-ubuntu_18.04-x86_64-20220926144607-041ba2e 例如: 华北-北京四 swr.cn-north-4.myhuaweicloud.com/atelier/tensorflow_2_1:tensorflow_2.1.0-cuda_10.1-py_3.7-ubuntu_18.04-x86_64-20220926144607-041ba2e 华东-上海一 swr.cn-east-3.myhuaweicloud.com/atelier/tensorflow_2_1:tensorflow_2.1.0-cuda_10.1-py_3.7-ubuntu_18.04-x86_64-20220926144607-041ba2e 华南-广州 swr.cn-south-1.myhuaweicloud.com/atelier/tensorflow_2_1:tensorflow_2.1.0-cuda_10.1-py_3.7-ubuntu_18.04-x86_64-20220926144607-041ba2e |
PyPI 程序包 |
Ubuntu 软件包 |
tensorflow 2.1.0 ipykernel 6.7.0 ipython 7.34.0 jupyter-client 7.3.4 ma-cau 1.1.6 ma-cau-adapter 1.1.3 ma-cli 1.2.2 matplotlib 3.5.1 modelarts 1.4.11 moxing-framework 2.1.0.5d9c87c8 numpy 1.19.5 opencv-python 4.1.2.30 pandas 1.1.5 pillow 9.2.0 pip 22.1.2 psutil 5.8.0 PyYAML 5.1 scipy 1.5.2 scikit-learn 0.22.1 tornado 6.2 tensorboard 2.1.1 |
automake build-essential ca-certificates cmake cpp curl ffmpeg g++ gcc gfortran git git-lfs grep libcudnn7 libcudnn7-dev libjpeg-dev:amd64 libjpeg8-dev:amd64 openssh-client openssh-server nginx python3 rpm screen tar tmux unzip vim wget zip |
镜像二:tensorflow1.13-cuda10.0-cudnn7-ubuntu18.04
表7 tensorflow1.13-cuda10.0-cudnn7-ubuntu18.04镜像介绍
AI引擎框架 |
是否使用 GPU (CUDA 版本) |
URL |
包含的依赖项 |
Tensorflow 1.13-gpu
|
是 (cuda 10.0) |
swr.{region_id}.myhuaweicloud.com/atelier/tensorflow_1_13:tensorflow_1.13-cuda_10.0-py_3.7-ubuntu_18.04-x86_64-20220926104358-041ba2e 例如: 华北-北京四 swr.cn-north-4.myhuaweicloud.com/atelier/tensorflow_1_13:tensorflow_1.13-cuda_10.0-py_3.7-ubuntu_18.04-x86_64-20220926104358-041ba2e 华东-上海一 swr.cn-east-3.myhuaweicloud.com/atelier/tensorflow_1_13:tensorflow_1.13-cuda_10.0-py_3.7-ubuntu_18.04-x86_64-20220926104358-041ba2e 华南-广州 swr.cn-south-1.myhuaweicloud.com/atelier/tensorflow_1_13:tensorflow_1.13-cuda_10.0-py_3.7-ubuntu_18.04-x86_64-20220926104358-041ba2e |
PyPI 程序包 |
Ubuntu 软件包 |
tensorflow-gpu 1.13.1 ipykernel 6.7.0 ipython 7.34.0 jupyter-client 7.3.4 ma-cau 1.1.6 ma-cau-adapter 1.1.3 ma-cli 1.2.2 matplotlib 3.5.1 modelarts 1.4.11 moxing-framework 2.0.1.rc0.ffd1c0c8 numpy 1.17.0 opencv-python 4.1.2.30 pandas 1.1.5 pillow 6.2.0 pip 22.1.2 psutil 5.8.0 PyYAML 5.1 scipy 1.2.2 scikit-learn 0.22.1 tornado 6.2 |
automake build-essential ca-certificates cmake cpp curl ffmpeg g++ gcc gfortran git git-lfs grep libcudnn7 libcudnn7-dev libjpeg-dev:amd64 libjpeg8-dev:amd64 openssh-client openssh-server nginx python3 rpm screen tar tmux unzip vim wget zip |
Notebook基础镜像x86 MindSpore
MindSpore包含四种镜像:
镜像一:mindspore1.7.0-cuda10.1-py3.7-ubuntu18.04
表8 mindspore1.7.0-cuda10.1-py3.7-ubuntu18.04镜像介绍
AI引擎框架 |
是否使用 GPU (CUDA 版本) |
URL |
包含的依赖项 |
Mindspore-gpu 1.7.0
|
是 (cuda 10.1) |
swr.{region_id}.myhuaweicloud.com/atelier/mindspore_1_7_0:mindspore_1.7.0-cuda_10.1-py_3.7-ubuntu_18.04-x86_64-20220926104017-041ba2e 例如: 华北-北京四 swr.cn-north-4.myhuaweicloud.com/atelier/mindspore_1_7_0:mindspore_1.7.0-cuda_10.1-py_3.7-ubuntu_18.04-x86_64-20220926104017-041ba2e 华东-上海一 swr.cn-east-3.myhuaweicloud.com/atelier/mindspore_1_7_0:mindspore_1.7.0-cuda_10.1-py_3.7-ubuntu_18.04-x86_64-20220926104017-041ba2e 华南-广州 swr.cn-south-1.myhuaweicloud.com/atelier/mindspore_1_7_0:mindspore_1.7.0-cuda_10.1-py_3.7-ubuntu_18.04-x86_64-20220926104017-041ba2e |
PyPI 程序包 |
Ubuntu 软件包 |
mindspore-gpu 1.7.0 ipykernel 6.7.0 ipython 7.34.0 jupyter-client 7.3.4 ma-cau 1.1.6 ma-cau-adapter 1.1.3 ma-cli 1.2.2 matplotlib 3.5.1 modelarts 1.4.11 moxing-framework 2.1.0.5d9c87c8 numpy 1.17.0 pandas 1.1.5 pillow 9.1.1 pip 22.1.2 psutil 5.8.0 PyYAML 5.1 scipy 1.5.2 scikit-learn 0.22.1 tornado 6.1 mindinsight 1.7.0 mindvision 0.1.0 |
automake build-essential ca-certificates cmake cpp curl ffmpeg g++ gcc gfortran git git-lfs grep libcudnn7 libcudnn7-dev libjpeg-dev:amd64 libjpeg8-dev:amd64 openssh-client openssh-server nginx python3 rpm screen tar tmux unzip vim wget zip |
镜像二:mindspore1.7.0-py3.7-ubuntu18.04
表9 mindspore1.7.0-py3.7-ubuntu18.04镜像介绍
AI引擎框架 |
是否使用 GPU (CUDA 版本) |
URL |
包含的依赖项 |
Mindspore 1.7.0
|
无 |
swr.{region_id}.myhuaweicloud.com/atelier/mindspore_1_7_0:mindspore_1.7.0-cpu-py_3.7-ubuntu_18.04-x86_64-20220926104017-041ba2e 例如: 华北-北京四 swr.cn-north-4.myhuaweicloud.com/atelier/mindspore_1_7_0:mindspore_1.7.0-cpu-py_3.7-ubuntu_18.04-x86_64-20220926104017-041ba2e 华东-上海一 swr.cn-east-3.myhuaweicloud.com/atelier/mindspore_1_7_0:mindspore_1.7.0-cpu-py_3.7-ubuntu_18.04-x86_64-20220926104017-041ba2e 华南-广州 swr.cn-south-1.myhuaweicloud.com/atelier/mindspore_1_7_0:mindspore_1.7.0-cpu-py_3.7-ubuntu_18.04-x86_64-20220926104017-041ba2e |
PyPI 程序包 |
Ubuntu 软件包 |
mindspore 1.7.0 ipykernel 6.7.0 ipython 7.34.0 jupyter-client 7.3.4 ma-cau 1.1.6 ma-cau-adapter 1.1.3 ma-cli 1.2.2 matplotlib 3.5.1 modelarts 1.4.11 moxing-framework 2.1.0.5d9c87c8 numpy 1.17.0 pandas 1.1.5 pillow 9.1.1 pip 22.1.2 psutil 5.8.0 PyYAML 5.1 scipy 1.5.2 scikit-learn 0.22.1 tornado 6.1 mindinsight 1.7.0 mindvision 0.1.0 |
automake build-essential ca-certificates cmake cpp curl ffmpeg g++ gcc gfortran git git-lfs grep libjpeg-dev:amd64 libjpeg8-dev:amd64 openssh-client openssh-server nginx python3 rpm screen tar tmux unzip vim wget zip |
镜像三:mindspore1.2.0-cuda10.1-cudnn7-ubuntu18.04
表10 mindspore1.2.0-cuda10.1-cudnn7-ubuntu18.04镜像介绍
AI引擎框架 |
是否使用 GPU (CUDA 版本) |
URL |
包含的依赖项 |
Mindspore-gpu 1.2.0
|
是 (cuda 10.1) |
swr.{region_id}.myhuaweicloud.com/atelier/mindspore_1_2_0:mindspore_1.2.0-py_3.7-cuda_10.1-ubuntu_18.04-x86_64-20220926104106-041ba2e 例如: 华北-北京四 swr.cn-north-4.myhuaweicloud.com/atelier/mindspore_1_2_0:mindspore_1.2.0-py_3.7-cuda_10.1-ubuntu_18.04-x86_64-20220926104106-041ba2e 华东-上海一 swr.cn-east-3.myhuaweicloud.com/atelier/mindspore_1_2_0:mindspore_1.2.0-py_3.7-cuda_10.1-ubuntu_18.04-x86_64-20220926104106-041ba2e 华南-广州 swr.cn-south-1.myhuaweicloud.com/atelier/mindspore_1_2_0:mindspore_1.2.0-py_3.7-cuda_10.1-ubuntu_18.04-x86_64-20220926104106-041ba2e |
PyPI 程序包 |
Ubuntu 软件包 |
mindspore-gpu 1.2.0 ipykernel 6.7.0 ipython 7.34.0 jupyter-client 7.3.4 ma-cau 1.1.3 ma-cau-adapter 1.1.3 ma-cli 1.1.5 matplotlib 3.5.1 modelarts 1.4.11 moxing-framework 2.1.0.5d9c87c8 numpy 1.19.5 pandas 1.1.5 pillow 6.2.0 pip 22.1.2 psutil 5.8.0 PyYAML 5.1 scipy 1.5.2 scikit-learn 0.22.1 tornado 6.2 mindinsight 1.2.0 |
automake build-essential ca-certificates cmake cpp curl ffmpeg g++ gcc gfortran git git-lfs grep libcudnn7 libcudnn7-dev libjpeg-dev:amd64 libjpeg8-dev:amd64 openssh-client openssh-server nginx python3 rpm screen tar tmux unzip vim wget zip |
镜像四:mindspore1.2.0-openmpi2.1.1-ubuntu18.04
表11 mindspore1.2.0-openmpi2.1.1-ubuntu18.04镜像介绍
AI引擎框架 |
是否使用 GPU (CUDA 版本) |
URL |
包含的依赖项 |
Mindspore 1.2.0
|
无 |
swr.{region_id}.myhuaweicloud.com/atelier/mindspore_1_2_0:mindspore_1.2.0-py_3.7-ubuntu_18.04-x86_64-20220926104106-041ba2e 例如: 华北-北京四 swr.cn-north-4.myhuaweicloud.com/atelier/mindspore_1_2_0:mindspore_1.2.0-py_3.7-ubuntu_18.04-x86_64-20220926104106-041ba2e 华东-上海一 swr.cn-east-3.myhuaweicloud.com/atelier/mindspore_1_2_0:mindspore_1.2.0-py_3.7-ubuntu_18.04-x86_64-20220926104106-041ba2e 华南-广州 swr.cn-south-1.myhuaweicloud.com/atelier/mindspore_1_2_0:mindspore_1.2.0-py_3.7-ubuntu_18.04-x86_64-20220926104106-041ba2e |
PyPI 程序包 |
Ubuntu 软件包 |
mindspore 1.2.0 ipykernel 6.7.0 ipython 7.34.0 jupyter-client 7.3.4 ma-cau 1.1.3 ma-cau-adapter 1.1.3 ma-cli 1.1.5 matplotlib 3.5.1 modelarts 1.4.11 moxing-framework 2.1.0.5d9c87c8 numpy 1.19.5 pandas 6.2.0 pillow 9.1.1 pip 22.1.2 psutil 5.8.0 PyYAML 5.1 scipy 1.5.2 scikit-learn 0.22.1 tornado 6.2 mindinsight 1.2.0 |
automake build-essential ca-certificates cmake cpp curl ffmpeg g++ gcc gfortran git git-lfs grep libjpeg-dev:amd64 libjpeg8-dev:amd64 openssh-client openssh-server nginx python3 rpm screen tar tmux unzip vim wget zip |
Notebook基础镜像x86 自定义专用镜像
自定义镜像包含两种镜像:conda3-cuda10.2-cudnn7-ubuntu18.04,conda3-ubuntu18.04,该类镜像是无AI引擎以及相关的软件包,镜像较小,只有2~5G。用户使用此类镜像做基础镜像,安装自己需要的引擎版本和依赖包,可扩展性更高。并且这些镜像预置了一些开发环境启动所必要的配置,用户无需对此做任何适配,安装所需的软件包即可使用。
此类镜像为最基础的镜像,主要应对用户做自定义镜像时基础镜像太大的问题,所以镜像中未安装任何组件;如果需使用OBS SDK相关功能,推荐使用ModelArts SDK进行文件复制等操作,详细操作请参考文件传输。
镜像一:conda3-cuda10.2-cudnn7-ubuntu18.04
表12 conda3-cuda10.2-cudnn7-ubuntu18.04镜像介绍
AI引擎框架 |
是否使用 GPU (CUDA 版本) |
URL |
包含的依赖项 |
无
|
是 (cuda 10.2) |
swr.{region_id}.myhuaweicloud.com/atelier/user_defined_base:cuda_10.2-ubuntu_18.04-x86_64-20221008154718-2b3e39c 例如: 华北-北京四 swr.cn-north-4.myhuaweicloud.com/atelier/user_defined_base:cuda_10.2-ubuntu_18.04-x86_64-20221008154718-2b3e39c 华东-上海一 swr.cn-east-3.myhuaweicloud.com/atelier/user_defined_base:cuda_10.2-ubuntu_18.04-x86_64-20221008154718-2b3e39c 华南-广州 swr.cn-south-1.myhuaweicloud.com/atelier/user_defined_base:cuda_10.2-ubuntu_18.04-x86_64-20221008154718-2b3e39c |
PyPI 程序包 |
Ubuntu 软件包 |
ipykernel 6.7.0 ipython 7.34.0 jupyter-client 7.3.4 ma-cau 1.1.3 ma-cau-adapter 1.1.3 ma-cli 1.1.5 matplotlib 3.5.1 modelarts 1.4.11 moxing-framework 2.1.0.5d9c87c8 numpy 1.21.6 pandas 1.3.5 pillow 9.2.0 pip 20.3.3 psutil 5.9.1 PyYAML 6.0 scipy 1.7.3 tornado 6.2 |
automake build-essential ca-certificates cmake cpp curl g++ gcc gfortran grep libcudnn7 libcudnn7-dev nginx python3 rpm tar unzip vim wget zip |
镜像二:conda3-ubuntu18.04
表13 conda3-ubuntu18.04镜像介绍
AI引擎框架 |
是否使用 GPU (CUDA 版本) |
URL |
包含的依赖项 |
无
|
否 |
swr.{region_id}.myhuaweicloud.com/atelier/user_defined_base:ubuntu_18.04-x86_64-20221008154718-2b3e39c 例如: 华北-北京四 swr.cn-north-4.myhuaweicloud.com/atelier/user_defined_base:ubuntu_18.04-x86_64-20221008154718-2b3e39c 华东-上海一 swr.cn-east-3.myhuaweicloud.com/atelier/user_defined_base:ubuntu_18.04-x86_64-20221008154718-2b3e39c 华南-广州 swr.cn-south-1.myhuaweicloud.com/atelier/user_defined_base:ubuntu_18.04-x86_64-20221008154718-2b3e39c |
PyPI 程序包 |
Ubuntu 软件包 |
ipykernel 6.7.0 ipython 7.34.0 jupyter-client 7.3.4 ma-cau 1.1.3 ma-cau-adapter 1.1.3 ma-cli 1.1.5 matplotlib 3.5.1 modelarts 1.4.11 moxing-framework 2.1.0.5d9c87c8 numpy 1.21.6 pandas 1.3.5 pillow 9.2.0 pip 20.3.3 psutil 5.9.1 PyYAML 6.0 scipy 1.7.3 tornado 6.2 |
automake build-essential ca-certificates cmake cpp curl g++ gcc gfortran grep nginx python3 rpm tar unzip vim wget zip |
Notebook基础镜像ARM MindSpore
ARM MindSpore包含三种镜像:
镜像一:mindspore_1.10.0-cann_6.0.1-py_3.7-euler_2.8.3
表14 mindspore_1.10.0-cann_6.0.1-py_3.7-euler_2.8.3镜像介绍
AI引擎框架 |
URL |
包含的依赖项 |
Mindspore-Ascend 1.10.0
|
{region_id}.myhuaweicloud.com/atelier/mindspore_1_10_ascend:mindspore_1.10.0-cann_6.0.1-py_3.7-euler_2.8.3-aarch64-d910-20230303173945-815d627 例如: 华北-北京四 swr.cn-north-4.myhuaweicloud.com/atelier/mindspore_1_10_ascend:mindspore_1.10.0-cann_6.0.1-py_3.7-euler_2.8.3-aarch64-d910-20230303173945-815d627 |
PyPI 程序包 |
Yum 软件包 |
mindspore-ascend 1.10.0 ipykernel 6.7.0 ipython 7.34.0 jupyter-client 7.4.5 ma-cau 1.1.3 ma-cau-adapter 1.1.3 ma-cli 1.2.1 matplotlib 3.5.1 modelarts 1.4.20 moxing-framework 2.0.1.rc0.ffd1c0c8 numpy 1.21.2 pandas 1.1.3 pillow 9.3.0 pip 22.3.1 psutil 5.7.0 PyYAML 5.3.1 scipy 1.5.4 scikit-learn 0.24.0 tornado 6.2 mindinsight 1.9.0 |
cmake cpp curl ffmpeg g++ gcc git grep python3 rpm tar unzip wget zip |
镜像二:mindspore_1.9.0-cann_6.0.0-py_3.7-euler_2.8.3
表15 mindspore_1.9.0-cann_6.0.0-py_3.7-euler_2.8.3镜像介绍
AI引擎框架 |
URL |
包含的依赖项 |
MindSpore 1.9.0
|
swr.{region_id}.myhuaweicloud.com/atelier/mindspore_1_9_ascend:mindspore_1.9.0-cann_6.0.0-py_3.7-euler_2.8.3-aarch64-d910-20221116111529 例如: 华北-北京四 swr.cn-north-4.myhuaweicloud.com/atelier/mindspore_1_9_ascend:mindspore_1.9.0-cann_6.0.0-py_3.7-euler_2.8.3-aarch64-d910-20221116111529 |
PyPI 程序包 |
Yum 软件包 |
mindspore-ascend 1.9.0 ipykernel 6.7.0 ipython 7.34.0 jupyter-client 7.4.5 ma-cau 1.1.6 ma-cau-adapter 1.1.3 ma-cli 1.2.2 matplotlib 3.5.1 modelarts 1.4.20 moxing-framework 2.0.1.rc0.ffd1c0c8 numpy 1.21.2 pandas 1.1.3 pillow 9.3.0 pip 22.3.1 psutil 5.7.0 PyYAML 5.3.1 scipy 1.5.4 scikit-learn 0.24.0 tornado 6.2 mindinsight 1.9.0 |
cmake cpp curl ffmpeg g++ gcc git grep python3 rpm tar unzip wget zip |
镜像三:mindspore1.7.0-cann5.1.0-py3.7-euler2.8.3
表16 mindspore1.7.0-cann5.1.0-py3.7-euler2.8.3镜像介绍
AI引擎框架 |
URL |
包含的依赖项 |
Mindspore-Ascend 1.7.0
|
swr.{region_id}.myhuaweicloud.com/atelier/mindspore_1_7_0:mindspore_1.7.0-cann_5.1.0-py_3.7-euler_2.8.3-aarch64-d910-20220906 例如: 华北-北京四 swr.cn-north-4.myhuaweicloud.com/atelier/mindspore_1_7_0:mindspore_1.7.0-cann_5.1.0-py_3.7-euler_2.8.3-aarch64-d910-20220906 |
PyPI 程序包 |
Yum 软件包 |
mindspore-ascend 1.7.0 ipykernel 5.3.4 ipython 7.34.0 jupyter-client 7.3.4 ma-cau 1.1.6 ma-cau-adapter 1.1.3 ma-cli 1.2.2 matplotlib 3.5.1 modelarts 1.4.20 moxing-framework 2.0.1.rc0.ffd1c0c8 numpy 1.21.2 pandas 1.1.3 pillow 9.2.0 pip 22.1.2 psutil 5.7.0 PyYAML 5.3.1 scipy 1.5.4 scikit-learn 0.24.1 tornado 6.2 mindinsight 1.7.0 |
cmake cpp curl ffmpeg g++ gcc git grep python3 rpm tar unzip wget zip |
Notebook基础镜像ARM TenSorFlow
ARM TenSorFlow镜像包含两种:
镜像一:tensorflow1.15-mindspore1.7.0-cann5.1.0-euler2.8-aarch64
表17 tensorflow1.15-mindspore1.7.0-cann5.1.0-euler2.8-aarch64镜像介绍
AI引擎框架 |
URL |
包含的依赖项 |
Mindspore-Ascend 1.7.0
|
swr.{region_id}.myhuaweicloud.com/atelier/notebook2.0-mul-kernel-arm-ascend-cp37:5.0.1-c81-20220726 例如: 华北-北京四 swr.cn-north-4.myhuaweicloud.com/atelier/notebook2.0-mul-kernel-arm-ascend-cp37:5.0.1-c81-20220726 |
PyPI 程序包 |
Yum 软件包 |
mindspore-ascend 1.7.0 ipykernel 6.7.0 ipython 7.29.0 jupyter-client 7.0.6 ma-cau 1.1.7 ma-cau-adapter 1.1.3 ma-cli 1.2.3 matplotlib 3.1.2 modelarts 1.4.22 moxing-framework 2.0.0.rc2.4b57a67b numpy 1.17.5 pandas 1.1.3 pillow 7.0.0 pip 21.2.4 psutil 5.7.0 PyYAML 5.3.1 scipy 1.5.4 scikit-learn 0.24.1 tornado 6.1 mindinsight 1.7.0 |
cmake cpp curl ffmpeg g++ gcc git grep python3 rpm tar unzip wget zip |
镜像二:tensorflow1.15-cann5.1.0-py3.7-euler2.8.3
表18 tensorflow1.15-cann5.1.0-py3.7-euler2.8.3镜像介绍
AI引擎框架 |
是否使用昇腾 (CANN版本) |
URL |
包含的依赖项 |
Tensorflow 1.15
|
是 (CANN 5.1) |
swr.{region-id}.{局点域名}/atelier/ tensorflow_1_15_ascend:tensorflow_1.15-cann_5.1.0-py_3.7-euler_2.8.3-aarch64-d910-20220906 |
PyPI 程序包 |
Yum 软件包 |
tensorflow 1.15.0 tensorboard 1.15.0 ipykernel 5.3.4 ipython 7.34.0 jupyter-client 7.3.4 ma-cau 1.1.2 ma-cau-adapter 1.1.2 ma-cli 1.1.3 matplotlib 3.5.1 modelarts 1.4.7 moxing-framework 2.0.1.rc0.ffd1c0c8 numpy 1.17.5 pandas 0.24.2 pillow 9.2.0 pip 22.1.2 psutil 5.7.0 PyYAML 5.3.1 scipy 1.3.3 scikit-learn 0.20.0 tornado 6.2 |
ca-certificates.noarch cmake cpp curl gcc-c++ gcc gdb grep nginx python3 rpm tar unzip vim wget zip |