引擎版本一：mindspore_1.7.0-cann_5.1.0-py_3.7-euler_2.8.3-aarch64 镜像地址：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-d910-20220715093657-9446c6a 镜像构建时间：20220715093657(yyyy-mm-dd-hh-mm-ss) 镜像系统版本：euleros 2.8.3 cann：5.1.0 Python解释器路径及版本：/home/ma-user/anaconda3/envs/MindSpore/bin/python， python 3.7.10 三方包安装路径：/home/ma-user/anaconda3/envs/MindSpore/lib/python3.7/site-packages 部分pip安装包列表： Cython 0.29.14 Flask 2.0.1 grpcio 1.47.0 gunicorn 20.1.0 h5py 2.10.0 huaweicloud-sdk-python-modelarts-dataset 0.1.5 ipykernel 6.7.0 Jinja2 3.0.1 Keras 2.3.1 Keras-Applications 1.0.8 Keras-Preprocessing 1.1.2 lxml 4.4.2 matplotlib 3.5.1 mindarmour 1.7.0 mindinsight 1.7.0 mindspore-ascend 1.7.0 mmcv 0.2.14 modelarts-mindspore-model-server 1.0.4 moxing-framework 2.0.1.rc0.ffd1c0c8 numpy 1.21.2 opencv-python 4.2.0.34 pandas 1.1.3 Pillow 9.2.0 pip 22.1.2 protobuf 4.21.2 psutil 5.7.0 pycocotools 2.0.0 PyYAML 5.3.1 scikit-image 0.17.2 scikit-learn 0.24.0 scipy 1.5.4 setuptools 63.1.0 tensorboard 1.15.0 tensorflow 1.15.0 tensorflow-estimator 1.15.1 tensorflow-probability 0.10.1 tqdm 4.46.1 urllib3 1.26.10 wheel 0.37.1 zipp 3.8.1 ...

引擎版本二： tensorflow_1.15.5-cuda_11.4-py_3.8-ubuntu_20.04-x86_64 镜像地址：swr.{region_id}.myhuaweicloud.com/aip/tensorflow_1_15:tensorflow_1.15.5-cuda_11.4-py_3.8-ubuntu_20.04-x86_64-20220524162601-50d6a18 镜像构建时间：20220524162601(yyyy-mm-dd-hh-mm-ss) 镜像系统版本：Ubuntu 20.04.4 LTS cuda：11.4.3 cudnn：8.2.4.15 Python解释器路径及版本：/home/ma-user/anaconda3/envs/TensorFlow-1.15.5/bin/python， python 3.8.13 三方包安装路径：/home/ma-user/anaconda3/envs/TensorFlow-1.15.5/lib/python3.8/site-packages 部分pip安装包列表： Cython 0.29.21 psutil 5.9.0 matplotlib 3.5.1 protobuf 3.20.1 tensorflow 1.15.5+nv Flask 2.0.1 grpcio 1.46.1 gunicorn 20.1.0 Pillow 9.0.1 tensorboard 1.15.0 PyYAML 6.0 pip 22.0.4 lxml 4.7.1 numpy 1.18.5 tensorflow-estimator 1.15.1 ... 部分apt安装包列表： 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 ...

引擎版本一：pytorch_1.8.0-cuda_10.2-py_3.7-ubuntu_18.04-x86_64 镜像地址：swr.{region_id}.myhuaweicloud.com/atelier/pytorch_1_8:pytorch_1.8.0-cuda_10.2-py_3.7-ubuntu_18.04-x86_64-20221118143845-d65d817 镜像构建时间：20220713110657 (yyyy-mm-dd-hh-mm-ss) 镜像系统版本：Ubuntu 18.04.4 LTS cuda：10.2.89 cudnn：7.6.5.32 Python解释器路径及版本：/home/ma-user/anaconda3/envs/PyTorch-1.8/bin/python, python 3.7.10 三方包安装路径：/home/ma-user/anaconda3/envs/PyTorch-1.8/lib/python3.7/site-packages 部分pip安装包列表： Cython 0.27.3 easydict 1.9 Flask 2.0.1 fonttools 4.34.4 gunicorn 20.1.0 ipykernel 6.7.0 Jinja2 3.0.1 lxml 4.9.1 matplotlib 3.5.1 mmcv 1.2.7 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 protobuf 3.20.1 psutil 5.8.0 PyYAML 5.1 requests 2.27.1 scikit-learn 0.22.1 scipy 1.5.2 sklearn 0.0 tensorboard 2.1.1 tensorboardX 2.0 torch 1.8.0 torchtext 0.5.0 torchvision 0.9.0 tornado 6.2 tqdm 4.64.0 traitlets 5.3.0 typing_extensions 4.3.0 urllib3 1.26.10 watchdog 2.0.0 wcwidth 0.2.5 Werkzeug 2.1.2 wheel 0.37.1 yapf 0.32.0 zipp 3.8.0 ... 部分apt安装包列表： 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 ...

引擎版本二：pytorch_1.8.2-cuda_11.1-py_3.7-ubuntu_18.04-x86_64 镜像地址：swr.{region_id}.myhuaweicloud.com/aip/pytorch_1_8:pytorch_1.8.2-cuda_11.1-py_3.7-ubuntu_18.04-x86_64-20220524162601-50d6a18 镜像构建时间：20220524162601(yyyy-mm-dd-hh-mm-ss) 镜像系统版本：Ubuntu 18.04.4 LTS cuda：11.1.1 cudnn：8.0.5.39 Python解释器路径及版本：/home/ma-user/anaconda3/envs/PyTorch-1.8.2/bin/python， python 3.7.10 三方包安装路径：/home/ma-user/anaconda3/envs/PyTorch-1.8.2/lib/python3.7/site-packages 部分pip安装包列表： Cython 0.27.3 mmcv 1.2.7 easydict 1.9 tensorboardX 2.0 torch 1.8.2+cu111 Flask 2.0.1 pandas 1.1.5 gunicorn 20.1.0 PyYAML 5.1 torchaudio 0.8.2 Pillow 9.0.1 psutil 5.8.0 lxml 4.8.0 matplotlib 3.5.1 torchvision 0.9.2+cu111 pip 21.2.2 protobuf 3.20.1 numpy 1.17.0 opencv-python 4.1.2.30 scikit-learn 0.22.1 ... 部分apt安装包列表： 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 ...

推理基础镜像详情MindSpore（CPU/GPU） ModelArts提供了以下MindSpore（CPU/GPU）推理基础镜像： 引擎版本一：mindspore_1.7.0-cpu-py_3.7-ubuntu_18.04-x86_64 引擎版本二：mindspore_1.7.0-cuda_10.1-py_3.7-ubuntu_18.04-x86_64 引擎版本三：mindspore_1.7.0-cuda_11.1-py_3.7-ubuntu_18.04-x86_64

引擎版本一：mindspore_1.7.0-cpu-py_3.7-ubuntu_18.04-x86_64 镜像地址：swr.{region_id}.myhuaweicloud.com/atelier/mindspore_1_7_0:mindspore_1.7.0-cpu-py_3.7-ubuntu_18.04-x86_64-20220702120711-8590b76 镜像构建时间：20220702120711(yyyy-mm-dd-hh-mm-ss) 镜像系统版本：Ubuntu 18.04.4 LTS Python解释器路径及版本：/home/ma-user/anaconda3/envs/MindSpore/bin/python， python 3.7.10 三方包安装路径：/home/ma-user/anaconda3/envs/MindSpore/lib/python3.7/site-packages 部分pip安装包列表： 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 ... 部分apt安装包列表： 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 ...

引擎版本三：mindspore_1.7.0-cuda_11.1-py_3.7-ubuntu_18.04-x86_64 镜像地址：swr.{region_id}.myhuaweicloud.com/atelier/mindspore_1_7_0:mindspore_1.7.0-cuda_11.1-py_3.7-ubuntu_18.04-x86_64-20220702120711-8590b76 镜像构建时间：20220702120711(yyyy-mm-dd-hh-mm-ss) 镜像系统版本：Ubuntu 18.04.4 LTS cuda：11.1.1 cudnn：8.0.5.39 Python解释器路径及版本：/home/ma-user/anaconda3/envs/MindSpore/bin/python， python 3.7.10 三方包安装路径：/home/ma-user/anaconda3/envs/MindSpore/lib/python3.7/site-packages 部分pip安装包列表： 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 ... 部分apt安装包列表： 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 ...

引擎版本一：tensorflow_1.15-cann_5.1.0-py_3.7-euler_2.8.3-aarch64 镜像地址： swr.{region_id}.myhuaweicloud.com/atelier/tensorflow_1_15_ascend:tensorflow_1.15-cann_5.1.0-py_3.7-euler_2.8.3-aarch64-d910-20220715093657-9446c6a 镜像构建时间：20220715093657(yyyy-mm-dd-hh-mm-ss) 镜像系统版本：euleros 2.8.3 cann：5.1.0 Python解释器路径及版本：/home/ma-user/anaconda3/envs/TensorFlow-1.15.0/bin/python， python 3.7.10 三方包安装路径：/home/ma-user/anaconda3/envs/TensorFlow-1.15.0/lib/python3.7/site-packages 部分pip安装包列表： Cython 0.29.14 Flask 2.0.1 grpcio 1.26.0 grpcio-tools 1.26.0 gunicorn 20.1.0 h5py 2.10.0 hccl 0.1.0 huaweicloud-sdk-python-modelarts-dataset 0.1.5 idna 2.10 image 1.5.28 imageio 2.9.0 ipykernel 6.7.0 Jinja2 3.0.1 Keras 2.3.1 matplotlib 3.5.1 mmcv 0.2.14 modelarts-mindspore-model-server 1.0.4 moxing-framework 2.0.1.rc0.ffd1c0c8 moxing-tensorflow 2.0.0.rc2.65f98f7d numpy 1.17.5 opencv-python 4.2.0.34 pandas 0.24.2 Pillow 9.2.0 pip 22.1.2 protobuf 3.11.3 psutil 5.7.0 ptyprocess 0.7.0 pycocotools 2.0.0 PyYAML 5.3.1 requests 2.27.1 scikit-image 0.17.2 scikit-learn 0.20.0 scipy 1.3.3 setuptools 63.1.0 tensorboard 1.15.0 tensorflow 1.15.0 tensorflow-estimator 1.15.1 tensorflow-probability 0.10.1 tqdm 4.46.1 wheel 0.37.1 zipp 3.8.1 ... 部分apt安装包列表： ca-certificates.noarch cmake.aarch64 compat-openssl10.aarch64 curl.aarch64 dos2unix.aarch64 gcc.aarch64 gcc-c++.aarch64 gdb.aarch64 gzip.aarch64 iproute.aarch64 iptables.aarch64 iptables-libs.aarch64 iputils.aarch64 libXext.aarch64 libXrender.aarch64 libbabeltrace.aarch64 libblkid.aarch64 libcap.aarch64 libcap-ng.aarch64 libgcc.aarch64 libssh.aarch64 make.aarch64 net-tools.aarch64 nettle.aarch64 nginx.aarch64 openssl.aarch64 openssl-libs.aarch64 openssl-pkcs11.aarch64 seccomponent.aarch64 security-tool.aarch64 tar.aarch64 unzip.aarch64 vim-minimal.aarch64 wget.aarch64 zip.aarch64 zlib.aarch64 zlib-devel.aarch64 ...

引擎版本一：pytorch_1.8.1-cann_5.1.0-py_3.7-euler_2.8.3-aarch64 镜像地址：swr.{region_id}.myhuaweicloud.com/atelier/pytorch_1_8_ascend:pytorch_1.8.1-cann_5.1.0-py_3.7-euler_2.8.3-aarch64-d910-20220715093657-9446c6a 镜像构建时间：20220715093657(yyyy-mm-dd-hh-mm-ss) 镜像系统版本：euleros 2.8.3 cann：5.1.0 Python解释器路径及版本：/home/ma-user/anaconda3/envs/PyTorch-1.8.1/bin/python， python 3.7.10 三方包安装路径：/home/ma-user/anaconda3/envs/PyTorch-1.8.1/lib/python3.7/site-packages 部分pip安装包列表： Cython 0.29.14 Flask 2.0.1 grpcio 1.26.0 gunicorn 20.1.0 h5py 2.10.0 hccl 0.1.0 ipykernel 6.7.0 Jinja2 3.0.1 Keras 2.3.1 Keras-Applications 1.0.8 Keras-Preprocessing 1.1.2 lxml 4.4.2 matplotlib 3.5.1 matplotlib-inline 0.1.3 mmcv 0.2.14 modelarts-mindspore-model-server 1.0.4 moxing-framework 2.0.1.rc0.ffd1c0c8 numpy 1.21.2 opencv-python 4.2.0.34 pandas 0.24.2 Pillow 9.2.0 pip 22.1.2 protobuf 3.11.3 psutil 5.7.0 pycocotools 2.0.0 PyYAML 5.3.1 requests 2.27.1 scikit-image 0.17.2 scikit-learn 0.20.0 scipy 1.3.3 setuptools 63.1.0 Shapely 1.8.2 tensorflow-probability 0.10.1 torch 1.8.1+ascend.rc1.20220409 torch-npu 1.8.1rc1.post20220409 torchvision 0.9.1 tornado 6.2 tqdm 4.46.1 urllib3 1.26.10 wheel 0.37.1 zipp 3.8.1 ... 部分apt安装包列表： ca-certificates.noarch cmake.aarch64 compat-openssl10.aarch64 curl.aarch64 dos2unix.aarch64 gcc.aarch64 gcc-c++.aarch64 gdb.aarch64 gzip.aarch64 iproute.aarch64 iptables.aarch64 iptables-libs.aarch64 iputils.aarch64 libXext.aarch64 libXrender.aarch64 libbabeltrace.aarch64 libblkid.aarch64 libcap.aarch64 libcap-ng.aarch64 libgcc.aarch64 libssh.aarch64 make.aarch64 net-tools.aarch64 nettle.aarch64 nginx.aarch64 openssl.aarch64 openssl-libs.aarch64 openssl-pkcs11.aarch64 seccomponent.aarch64 security-tool.aarch64 tar.aarch64 unzip.aarch64 vim-minimal.aarch64 wget.aarch64 zip.aarch64 zlib.aarch64 zlib-devel.aarch64 ...

引擎版本二：mindspore_1.7.0-cuda_10.1-py_3.7-ubuntu_18.04-x86_64 镜像地址：swr.{region_id}.myhuaweicloud.com/atelier/mindspore_1_7_0:mindspore_1.7.0-cuda_10.1-py_3.7-ubuntu_18.04-x86_64-20220702120711-8590b76 镜像构建时间：20220702120711(yyyy-mm-dd-hh-mm-ss) 镜像系统版本：Ubuntu 18.04.4 LTS cuda：10.1.243 cudnn：7.6.5.32 Python解释器路径及版本：/home/ma-user/anaconda3/envs/MindSpore/bin/python， python 3.7.10 三方包安装路径：/home/ma-user/anaconda3/envs/MindSpore/lib/python3.7/site-packages 部分pip安装包列表： 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 ... 部分apt安装包列表： 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 ...

引擎版本三：tensorflow_2.6.0-cuda_11.2-py_3.7-ubuntu_18.04-x86_64 镜像地址：swr.{region_id}.myhuaweicloud.com/aip/tensorflow_2_6:tensorflow_2.6.0-cuda_11.2-py_3.7-ubuntu_18.04-x86_64-20220524162601-50d6a18 镜像构建时间：20220524162601(yyyy-mm-dd-hh-mm-ss) 镜像系统版本：Ubuntu 18.04.4 LTS cuda：11.2.0 cudnn：8.1.1.33 Python解释器路径及版本：/home/ma-user/anaconda3/envs/TensorFlow-2.6.0/bin/python， python 3.7.10 三方包安装路径：/home/ma-user/anaconda3/envs/TensorFlow-2.6.0/lib/python3.7/site-packages 部分pip安装包列表： Cython 0.29.21 requests 2.27.1 easydict 1.9 tensorboardX 2.0 tensorflow 2.6.0 Flask 2.0.1 grpcio 1.46.1 gunicorn 20.1.0 idna 3.3 tensorflow-estimator 2.9.0 pandas 1.1.5 Pillow 9.0.1 lxml 4.8.0 matplotlib 3.5.1 scikit-learn 0.22.1 psutil 5.8.0 PyYAML 5.1 numpy 1.17.0 opencv-python 4.1.2.30 protobuf 3.20.1 pip 21.2.2 ... 部分apt安装包列表： 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 ...

X86架构（CPU/GPU）的推理基础镜像 表1 TensorFlow AI引擎版本 支持的运行环境 镜像名称 URI 2.1.0 CPU GPU(cuda10.1) tensorflow_2.1.0-cuda_10.1-py_3.7-ubuntu_18.04-x86_64 swr.{region_id}.myhuaweicloud.com/atelier/tensorflow_2_1:tensorflow_2.1.0-cuda_10.1-py_3.7-ubuntu_18.04-x86_64-20221121111529-d65d817 1.15.5 CPU GPU(cuda11.4) tensorflow_1.15.5-cuda_11.4-py_3.8-ubuntu_20.04-x86_64 swr.{region_id}.myhuaweicloud.com/aip/tensorflow_1_15:tensorflow_1.15.5-cuda_11.4-py_3.8-ubuntu_20.04-x86_64-20220524162601-50d6a18 2.6.0 CPU GPU(cuda11.2) tensorflow_2.6.0-cuda_11.2-py_3.7-ubuntu_18.04-x86_64 swr.{region_id}.myhuaweicloud.com/aip/tensorflow_2_6:tensorflow_2.6.0-cuda_11.2-py_3.7-ubuntu_18.04-x86_64-20220524162601-50d6a18 表2 PyTorch AI引擎版本 支持的运行环境 镜像名称 URI 1.8.0 CPU GPU(cuda10.2) pytorch_1.8.0-cuda_10.2-py_3.7-ubuntu_18.04-x86_64 swr.{region_id}.myhuaweicloud.com/atelier/pytorch_1_8:pytorch_1.8.0-cuda_10.2-py_3.7-ubuntu_18.04-x86_64-20221118143845-d65d817 1.8.2 CPU GPU(cuda11.1) pytorch_1.8.2-cuda_11.1-py_3.7-ubuntu_18.04-x86_64 swr.{region_id}.myhuaweicloud.com/aip/pytorch_1_8:pytorch_1.8.2-cuda_11.1-py_3.7-ubuntu_18.04-x86_64-20220524162601-50d6a18 表3 MindSpore AI引擎版本 支持的运行环境 镜像名称 URI 1.7.0 CPU mindspore_1.7.0-cpu-py_3.7-ubuntu_18.04-x86_64 swr.{region_id}.myhuaweicloud.com/atelier/mindspore_1_7_0:mindspore_1.7.0-cpu-py_3.7-ubuntu_18.04-x86_64-20220702120711-8590b76 1.7.0 GPU(cuda10.1) mindspore_1.7.0-cuda_10.1-py_3.7-ubuntu_18.04-x86_64 swr.{region_id}.myhuaweicloud.com/atelier/mindspore_1_7_0:mindspore_1.7.0-cuda_10.1-py_3.7-ubuntu_18.04-x86_64-20220702120711-8590b76 1.7.0 GPU(cuda11.1) mindspore_1.7.0-cuda_11.1-py_3.7-ubuntu_18.04-x86_64 swr.{region_id}.myhuaweicloud.com/atelier/mindspore_1_7_0:mindspore_1.7.0-cuda_11.1-py_3.7-ubuntu_18.04-x86_64-20220702120711-8590b76

ARM + Ascend架构的推理基础镜像 表4 TensorFlow AI引擎版本 支持的运行环境 镜像名称 URI 1.15.0 Snt9 tensorflow_1.15-cann_5.1.0-py_3.7-euler_2.8.3-aarch64 swr.{region_id}.myhuaweicloud.com/atelier/tensorflow_1_15_ascend:tensorflow_1.15-cann_5.1.0-py_3.7-euler_2.8.3-aarch64-d910-20220715093657-9446c6a 表5 PyTorch AI引擎版本 支持的运行环境 镜像名称 URI 1.8.1 Snt9 pytorch_1.8.1-cann_5.1.0-py_3.7-euler_2.8.3-aarch64 swr.{region_id}.myhuaweicloud.com/atelier/pytorch_1_8_ascend:pytorch_1.8.1-cann_5.1.0-py_3.7-euler_2.8.3-aarch64-d910-20220715093657-9446c6a 表6 MindSpore AI引擎版本 支持的运行环境 镜像名称 URI 1.7.0 Snt9 mindspore_1.7.0-cann_5.1.0-py_3.7-euler_2.8.3-aarch64 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-d910-20220715093657-9446c6a

引擎版本一：tensorflow_2.1.0-cuda_10.1-py_3.7-ubuntu_18.04-x86_64 镜像地址：swr.{region_id}.myhuaweicloud.com/atelier/tensorflow_2_1:tensorflow_2.1.0-cuda_10.1-py_3.7-ubuntu_18.04-x86_64-20221121111529-d65d817 镜像构建时间：20220713110657(yyyy-mm-dd-hh-mm-ss) 镜像系统版本：Ubuntu 18.04.4 LTS cuda：10.1.243 cudnn：7.6.5.32 Python解释器路径及版本：/home/ma-user/anaconda3/envs/TensorFlow-2.1/bin/python， python 3.7.10 三方包安装路径：/home/ma-user/anaconda3/envs/TensorFlow-2.1/lib/python3.7/site-packages 部分pip安装包列表： Cython 0.29.21 easydict 1.9 Flask 2.0.1 grpcio 1.47.0 gunicorn 20.1.0 h5py 3.7.0 ipykernel 6.7.0 Jinja2 3.0.1 lxml 4.9.1 matplotlib 3.5.1 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 protobuf 3.20.1 psutil 5.8.0 PyYAML 5.1 requests 2.27.1 scikit-learn 0.22.1 scipy 1.5.2 sklearn 0.0 tensorboard 2.1.1 tensorboardX 2.0 tensorflow 2.1.0 tensorflow-estimator 2.1.0 wheel 0.37.1 zipp 3.8.0 ... 部分apt安装包列表： 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 ...

推理基础镜像详情TensorFlow（CPU/GPU） ModelArts提供了以下TensorFlow（CPU/GPU）推理基础镜像： 引擎版本一：tensorflow_2.1.0-cuda_10.1-py_3.7-ubuntu_18.04-x86_64 引擎版本二： tensorflow_1.15.5-cuda_11.4-py_3.8-ubuntu_20.04-x86_64 引擎版本三：tensorflow_2.6.0-cuda_11.2-py_3.7-ubuntu_18.04-x86_64