All Products
Search

This Product

    :Public images

    Document Center

    :Public images

    Last Updated:May 17, 2024

    When you create a job in the Deep Learning Containers (DLC) of Machine Learning Platform for AI (PAI), you need to configure an image for the worker node. Both public images and custom images are supported. This topic describes the public images and image versions that are supported. Public images can be images provided by Alibaba Cloud or community images. You can select an image based on your business requirements.

    Background information

    Community images (open source standard images)

    Community images support different resource types. The following code block lists the image files. For information about the operating system, CUDA version, and third-party libraries of each image, see Details of community images. 

    registry.${region}.aliyuncs.com/pai-dlc/pytorch-training:1.6.0-gpu-py37-cu101-ubuntu18.04
registry.${region}.aliyuncs.com/pai-dlc/pytorch-training:1.7.1-gpu-py37-cu110-ubuntu18.04
registry.${region}.aliyuncs.com/pai-dlc/tensorflow-training:2.3.0-cpu-py36-ubuntu18.04
registry.${region}.aliyuncs.com/pai-dlc/tensorflow-training:2.3.0-gpu-py36-cu101-ubuntu18.04
registry.${region}.aliyuncs.com/pai-dlc/tensorflow-training:1.15.4-cpu-py36-ubuntu18.04
registry.${region}.aliyuncs.com/pai-dlc/tensorflow-training:1.15.4-gpu-py36-cu100-ubuntu18.04

    Replace ${region} with the actual region in which your service is deployed. Valid values:

    • cn-hangzhou

    • cn-shanghai

    • cn-qingdao

    • cn-beijing

    • cn-zhangjiakou

    • cn-huhehaote

    • cn-shenzhen

    • cn-chengdu

    • cn-hongkong

    • ap-southeast-1

    The following table describes the list of community images that are available if you replace the value of ${region} with cn-hangzhou.

    ${region}

    Framework

    CPU/GPU

    Python version

    Image URL

    cn-hangzhou

    Tensorflow 2.3

    CPU

    3.6 (py36)

    • registry.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:2.3.0-cpu-py36-ubuntu18.04

    • registry-vpc.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:2.3.0-cpu-py36-ubuntu18.04

    Tensorflow 2.3

    GPU

    3.6 (py36)

    • registry.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:2.3.0-gpu-py36-cu101-ubuntu18.04

    • registry-vpc.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:2.3.0-gpu-py36-cu101-ubuntu18.04

    Tensorflow 1.15

    CPU

    3.6 (py36)

    • registry.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.15.4-cpu-py36-ubuntu18.04

    • registry-vpc.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.15.4-cpu-py36-ubuntu18.04

    Tensorflow 1.15

    GPU

    3.6 (py36)

    • registry.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.15.4-gpu-py36-cu100-ubuntu18.04

    • registry-vpc.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.15.4-gpu-py36-cu100-ubuntu18.04

    PyTorch 1.6

    GPU

    3.7 (py37)

    • registry.cn-hangzhou.aliyuncs.com/pai-dlc/pytorch-training:1.6.0-gpu-py37-cu101-ubuntu18.04

    • registry-vpc.cn-hangzhou.aliyuncs.com/pai-dlc/pytorch-training:1.6.0-gpu-py37-cu101-ubuntu18.04

    PyTorch 1.7

    GPU

    3.7 (py37)

    • registry.cn-hangzhou.aliyuncs.com/pai-dlc/pytorch-training:1.7.1-gpu-py37-cu110-ubuntu18.04

    • registry-vpc.cn-hangzhou.aliyuncs.com/pai-dlc/pytorch-training:1.7.1-gpu-py37-cu110-ubuntu18.04

    Alibaba Cloud images (optimized images provided by the PAI team)

    DLC provides a variety of Alibaba Cloud images that support different types of resources, Python versions, and deep learning frameworks (TensorFlow and PyTorch). The following code block lists the files of Alibaba Cloud images. For information about the operating system, CUDA version, and third-party libraries of each image, see Details of Alibaba Cloud images. 

    registry.${region}.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI-cpu-py27-ubuntu16.04
registry.${region}.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI-mkl-cpu-py27-ubuntu16.04
registry.${region}.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI-gpu-py27-cu100-ubuntu16.04

registry.${region}.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI-cpu-py36-ubuntu16.04
registry.${region}.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI-mkl-cpu-py36-ubuntu16.04
registry.${region}.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI-gpu-py36-cu100-ubuntu16.04

registry.${region}.aliyuncs.com/pai-dlc/tensorflow-training:1.15.0PAI-gpu-py27-cu100-ubuntu16.04
registry.${region}.aliyuncs.com/pai-dlc/tensorflow-training:1.15.0PAI-gpu-py36-cu100-ubuntu16.04

registry.${region}.aliyuncs.com/pai-dlc/pytorch-training:1.3.1PAI-gpu-py37-cu100-ubuntu16.04
registry.${region}.aliyuncs.com/pai-dlc/pytorch-training:1.4.0PAI-gpu-py37-cu100-ubuntu16.04
registry.${region}.aliyuncs.com/pai-dlc/pytorch-training:1.5.1PAI-gpu-py37-cu100-ubuntu16.04
registry.${region}.aliyuncs.com/pai-dlc/pytorch-training:1.6.0PAI-gpu-py37-cu100-ubuntu16.04

registry.${region}.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI-cpu-py27-ubuntu18.04
registry.${region}.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI-gpu-py27-cu101-ubuntu18.04
registry.${region}.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI-cpu-py36-ubuntu18.04
registry.${region}.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI-gpu-py36-cu101-ubuntu18.04
registry.${region}.aliyuncs.com/pai-dlc/tensorflow-training:1.15.4PAI-cpu-py36-ubuntu18.04
registry.${region}.aliyuncs.com/pai-dlc/tensorflow-training:1.15.4PAI-gpu-py36-cu101-ubuntu18.04

    Replace ${region} with the actual region in which your service is deployed. Valid values:

    • cn-hangzhou

    • cn-shanghai

    • cn-qingdao

    • cn-beijing

    • cn-zhangjiakou

    • cn-huhehaote

    • cn-shenzhen

    • cn-chengdu

    • cn-hongkong

    • ap-southeast-1

    The following table describes the list of Alibaba Cloud images that are available if you replace the value of ${region} with cn-hangzhou.

    ${region}

    Framework

    CPU/GPU

    Python version

    Image URL

    cn-hangzhou

    TensorFlow 1.12

    CPU

    2.7 (py27)

    • registry.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI-cpu-py27-ubuntu16.04

    • registry-vpc.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI-cpu-py27-ubuntu16.04

    • registry.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI2011-cpu-py27-ubuntu16.04

    • registry-vpc.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI2011-cpu-py27-ubuntu16.04

    • registry.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI-cpu-py27-ubuntu18.04

    • registry-vpc.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI-cpu-py27-ubuntu18.04

    MKL-CPU

    2.7(py27)

    • registry.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI-mkl-cpu-py27-ubuntu16.04

    • registry-vpc.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI-mkl-cpu-py27-ubuntu16.04

    • registry.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI2011-mkl-cpu-py27-ubuntu16.04

    • registry-vpc.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI2011-mkl-cpu-py27-ubuntu16.04

    GPU

    2.7(py27)

    • registry.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI-gpu-py27-cu100-ubuntu16.04

    • registry-vpc.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI-gpu-py27-cu100-ubuntu16.04

    • registry.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI2011-gpu-py27-cu100-ubuntu16.04

    • registry-vpc.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI-gpu-py27-cu100-ubuntu16.04

    • registry.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI-gpu-py27-cu101-ubuntu18.04

    • registry-vpc.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI-gpu-py27-cu101-ubuntu18.04

    CPU

    3.6 (py36)

    • registry.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI-cpu-py36-ubuntu16.04

    • registry-vpc.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI-cpu-py36-ubuntu16.04

    • registry.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI2011-cpu-py36-ubuntu16.04

    • registry-vpc.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI2011-cpu-py36-ubuntu16.04

    • registry.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI-cpu-py36-ubuntu18.04

    • registry-vpc.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI-cpu-py36-ubuntu18.04

    MKL-CPU

    3.6 (py36)

    • registry.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI-mkl-cpu-py36-ubuntu16.04

    • registry-vpc.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI-mkl-cpu-py36-ubuntu16.04

    • registry.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI2011-mkl-cpu-py36-ubuntu16.04

    • registry-vpc.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI2011-mkl-cpu-py36-ubuntu16.04

    GPU

    3.6 (py36)

    • registry.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI-gpu-py36-cu100-ubuntu16.04

    • registry-vpc.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI-gpu-py36-cu100-ubuntu16.04

    • registry.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI2011-gpu-py36-cu100-ubuntu16.04

    • registry-vpc.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI2011-gpu-py36-cu100-ubuntu16.04

    • registry.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI-gpu-py36-cu101-ubuntu18.04

    • registry-vpc.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.12.2PAI-gpu-py36-cu101-ubuntu18.04

    TensorFlow 1.15

    GPU

    2.7 (py27)

    • registry.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.15.0PAI-gpu-py27-cu100-ubuntu16.04

    • registry-vpc.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.15.0PAI-gpu-py27-cu100-ubuntu16.04

    • registry.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.15.0PAI2011-gpu-py27-cu100-ubuntu16.04

    • registry-vpc.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.15.0PAI2011-gpu-py27-cu100-ubuntu16.04

    CPU

    3.6 (py36)

    • registry.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.15.4PAI-cpu-py36-ubuntu18.04

    • registry-vpc.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.15.4PAI-cpu-py36-ubuntu18.04

    GPU

    3.6 (py36)

    • registry.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.15.0PAI-gpu-py36-cu100-ubuntu16.04

    • registry-vpc.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.15.0PAI-gpu-py36-cu100-ubuntu16.04

    • registry.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.15.0PAI2011-gpu-py36-cu100-ubuntu16.04

    • registry-vpc.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.15.0PAI2011-gpu-py36-cu100-ubuntu16.04

    • registry.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.15.4PAI-gpu-py36-cu101-ubuntu18.04

    • registry-vpc.cn-hangzhou.aliyuncs.com/pai-dlc/tensorflow-training:1.15.4PAI-gpu-py36-cu101-ubuntu18.04

    PyTorch 1.3

    GPU

    3.7 (py37)

    • registry.cn-hangzhou.aliyuncs.com/pai-dlc/pytorch-training:1.3.1PAI-gpu-py37-cu100-ubuntu16.04

    • registry-vpc.cn-hangzhou.aliyuncs.com/pai-dlc/pytorch-training:1.3.1PAI-gpu-py37-cu100-ubuntu16.04

    • registry.cn-hangzhou.aliyuncs.com/pai-dlc/pytorch-training:1.3.1PAI2011-gpu-py37-cu100-ubuntu16.04

    • registry-vpc.cn-hangzhou.aliyuncs.com/pai-dlc/pytorch-training:1.3.1PAI2011-gpu-py37-cu100-ubuntu16.04

    PyTorch 1.4

    GPU

    3.7 (py37)

    • registry.cn-hangzhou.aliyuncs.com/pai-dlc/pytorch-training:1.4.0PAI-gpu-py37-cu100-ubuntu16.04

    • registry-vpc.cn-hangzhou.aliyuncs.com/pai-dlc/pytorch-training:1.4.0PAI-gpu-py37-cu100-ubuntu16.04

    • registry.cn-hangzhou.aliyuncs.com/pai-dlc/pytorch-training:1.4.0PAI2011-gpu-py37-cu100-ubuntu16.04

    • registry-vpc.cn-hangzhou.aliyuncs.com/pai-dlc/pytorch-training:1.4.0PAI2011-gpu-py37-cu100-ubuntu16.04

    PyTorch 1.5

    GPU

    3.7 (py37)

    • registry.cn-hangzhou.aliyuncs.com/pai-dlc/pytorch-training:1.5.1PAI-gpu-py37-cu100-ubuntu16.04

    • registry-vpc.cn-hangzhou.aliyuncs.com/pai-dlc/pytorch-training:1.5.1PAI-gpu-py37-cu100-ubuntu16.04

    • registry.cn-hangzhou.aliyuncs.com/pai-dlc/pytorch-training:1.5.1PAI2011-gpu-py37-cu100-ubuntu16.04

    • registry-vpc.cn-hangzhou.aliyuncs.com/pai-dlc/pytorch-training:1.5.1PAI2011-gpu-py37-cu100-ubuntu16.04

    PyTorch 1.6

    GPU

    3.7 (py37)

    • registry.cn-hangzhou.aliyuncs.com/pai-dlc/pytorch-training:1.6.0PAI-gpu-py37-cu100-ubuntu16.04

    • registry-vpc.cn-hangzhou.aliyuncs.com/pai-dlc/pytorch-training:1.6.0PAI-gpu-py37-cu100-ubuntu16.04

    • registry.cn-hangzhou.aliyuncs.com/pai-dlc/pytorch-training:1.6.0PAI2011-gpu-py37-cu100-ubuntu16.04

    • registry-vpc.cn-hangzhou.aliyuncs.com/pai-dlc/pytorch-training:1.6.0PAI2011-gpu-py37-cu100-ubuntu16.04

    Details of community images

    This section describes the operating systems, Python versions, and third-party libraries supported by each community image.

    • tensorflow-training:2.3-cpu-py36-ubuntu18.04

      • Operating system: Ubuntu 18.04.5 LTS

      • Python version: 3.6.9

      • Third-party libraries: The following table lists the third-party libraries and versions.

        Third-party library and version

        absl-py 0.11.0

        asn1crypto 0.24.0

        astunparse 1.6.3

        cachetools 4.2.0

        certifi 2020.12.5

        cryptography 2.1.4

        grpcio 1.34.0

        gast 0.3.3

        google-auth 1.24.0

        google-auth-oauthlib 0.4.2

        google-pasta 0.2.0

        h5py 2.10.0

        importlib-metadata 3.3.0

        idna 2.6

        keyrings.alt 3.0

        Keras-Preprocessing 1.1.2

        keyring 10.6.0

        Markdown 3.3.3

        numpy 1.18.5

        opt-einsum 3.3.0

        oauthlib 3.1.0

        pyxdg 0.25

        pip 20.2.4

        protobuf 3.14.0

        pyasn1 0.4.8

        pyasn1-modules 0.2.8

        pycrypto 2.6.1

        pygobject 3.26.1

        rsa 4.6

        requests 2.25.1

        requests-oauthlib 1.3.0

        six 1.15.0

        SecretStorage 2.3.1

        setuptools 51.1.1

        typing-extensions 3.7.4.3

        tensorboard 2.4.0

        tensorboard-plugin-wit 1.7.0

        tensorflow 2.3.2

        tensorflow-estimator 2.3.0

        termcolor 1.1.0

        urllib3 1.26.2

        wrapt 1.12.1

        werkzeug 1.0.1

        wheel 0.30.0

        zipp 3.4.0

    • tensorflow-training:2.3-gpu-py36-cu101-ubuntu18.04

      • Operating system: Ubuntu 18.04.5 LTS

      • Python version: 3.6.9

      • CUDA version: 10.1

      • Third-party libraries: The following table lists the third-party libraries and versions.

        Third-party library and version

        absl-py 0.11.0

        asn1crypto 0.24.0

        astunparse 1.6.3

        cachetools 4.2.0

        certifi 2020.12.5

        cryptography 2.1.4

        grpcio 1.34.0

        gast 0.3.3

        google-auth 1.24.0

        google-auth-oauthlib 0.4.2

        google-pasta 0.2.0

        h5py 2.10.0

        importlib-metadata 3.3.0

        idna 2.6

        keyrings.alt 3.0

        Keras-Preprocessing 1.1.2

        keyring 10.6.0

        Markdown 3.3.3

        numpy 1.18.5

        opt-einsum 3.3.0

        oauthlib 3.1.0

        pyxdg 0.25

        pip 20.2.4

        protobuf 3.14.0

        pyasn1 0.4.8

        pyasn1-modules 0.2.8

        pycrypto 2.6.1

        pygobject 3.26.1

        python-apt 1.6.5+ubuntu0.5

        requests 2.25.1

        requests-oauthlib 1.3.0

        rsa 4.6

        SecretStorage 2.3.1

        setuptools 51.1.1

        six 1.15.0

        tensorboard 2.4.0

        tensorboard-plugin-wit 1.7.0

        tensorflow-gpu 2.3.2

        tensorflow-estimator 2.3.0

        termcolor 1.1.0

        typing-extensions 3.7.4.3

        urllib3 1.26.2

        werkzeug 1.0.1

        wheel 0.30.0

        wrapt 1.12.1

        zipp 3.4.0

    • tensorflow-training:1.15-cpu-py36-ubuntu18.04

      • Operating system: Ubuntu 18.04.5 LTS

      • Python version: 3.6.9

      • Third-party libraries: The following table lists the third-party libraries and versions.

        Third-party library and version

        absl-py 0.11.0

        asn1crypto 0.24.0

        astor 0.8.1

        cryptography 2.1.4

        gast 0.2.2

        google-pasta 0.2.0

        grpcio 1.34.0

        h5py 2.10.0

        idna 2.6

        importlib-metadata 3.3.0

        Keras-Preprocessing 1.1.2

        Keras-Applications 1.0.8

        keyring 10.6.0

        keyrings.alt 3.0

        Markdown 3.3.3

        numpy 1.18.5

        opt-einsum 3.3.0

        pip 20.3.3

        protobuf 3.14.0

        pycrypto 2.6.1

        pygobject 3.26.1

        pyxdg 0.25

        SecretStorage 2.3.1

        setuptools 51.1.1

        six 1.11.0

        tensorboard 1.15.0

        tensorflow 1.15.5

        tensorflow-estimator 1.15.1

        termcolor 1.1.0

        typing-extensions 3.7.4.3

        werkzeug 1.0.1

        wheel 0.30.0

        wrapt 1.12.1

        zipp 3.4.0

    • tensorflow-training:1.15-gpu-py36-cu100-ubuntu18.04

      • Operating system: Ubuntu 18.04.5 LTS

      • Python version: 3.6.9

      • CUDA version: 10.0

      • Third-party libraries: The following table lists the third-party libraries and versions.

        Third-party library and version

        absl-py 0.11.0

        asn1crypto 0.24.0

        astor 0.8.1

        cryptography 2.1.4

        gast 0.2.2

        google-pasta 0.2.0

        grpcio 1.34.0

        h5py 2.10.0

        idna 2.6

        importlib-metadata 3.3.0

        Keras-Preprocessing 1.1.2

        Keras-Applications 1.0.8

        keyring 10.6.0

        keyrings.alt 3.0

        Markdown 3.3.3

        numpy 1.18.5

        opt-einsum 3.3.0

        pip 20.3.3

        protobuf 3.14.0

        pycrypto 2.6.1

        pygobject 3.26.1

        pyxdg 0.25

        SecretStorage 2.3.1

        setuptools 51.1.1

        six 1.11.0

        tensorboard 1.15.0

        tensorflow-gpu 1.15.5

        tensorflow-estimator 1.15.1

        termcolor 1.1.0

        typing-extensions 3.7.4.3

        werkzeug 1.0.1

        wheel 0.30.0

        wrapt 1.12.1

        zipp 3.4.0

        python-apt 1.6.5+ubuntu0.5

    • pytorch-training:1.6.0-gpu-py37-cu101-ubuntu18.04

      • Operating system: Ubuntu 18.04.5 LTS

      • Python version: 3.7.7

      • CUDA version: 10.1

      • Third-party libraries: The following table lists the third-party libraries and versions.

        Third-party library and version

        backcall 0.2.0

        beautifulsoup4 4.9.1

        certifi 2020.6.20

        cffi 1.14.0

        cryptography 2.9.2

        decorator 4.4.2

        filelock 3.0.12

        glob2 0.7

        ipython-genutils 0.2.0

        idna 2.9

        ipython 7.16.1

        Jinja2 2.11.2

        jedi 0.17.1

        libarchive-c 2.9

        mkl-service 2.3.0

        MarkupSafe 1.1.1

        mkl-fft 1.1.0

        mkl-random 1.1.1

        numpy 1.18.5

        olefile 0.46

        PyYAML 5.3.1

        parso 0.7.0

        pexpect 4.8.0

        pickleshare 0.7.5

        Pillow 7.2.0

        pip 20.0.2

        pkginfo 1.5.0.1

        prompt-toolkit 3.0.5

        psutil 5.7.0

        ptyprocess 0.6.0

        pycosat 0.6.3

        pycparser 2.20

        Pygments 2.6.1

        pyOpenSSL 19.1.0

        PySocks 1.7.1

        pytz 2020.1

        ruamel-yaml 0.15.87

        requests 2.23.0

        soupsieve 2.0.1

        setuptools 46.4.0.post20200518

        six 1.14.0

        traitlets 4.3.3

        torch 1.6.0

        torchvision 0.7.0

        tqdm 4.46.0

        urllib3 1.25.8

        wheel 0.34.2

        wcwidth 0.2.5

    • pytorch-training:1.7.1-gpu-py37-cu110-ubuntu18.04

      • Operating system: Ubuntu 18.04.5 LTS

      • Python version: 3.8.5

      • CUDA version: 11.0

      • Third-party libraries: The following table lists the third-party libraries and versions.

        Third-party library and version

        backcall 0.2.0

        beautifulsoup4 4.9.3

        brotlipy 0.7.0

        certifi 2020.12.5

        cffi 1.14.3

        cryptography 3.2.1

        dnspython 2.1.0

        decorator 4.4.2

        filelock 3.0.12

        glob2 0.7

        ipython-genutils 0.2.0

        idna 2.10

        ipython 7.19.0

        Jinja2 2.11.2

        jedi 0.17.2

        libarchive-c 2.9

        mkl-service 2.3.0

        MarkupSafe 1.1.1

        mkl-fft 1.2.0

        mkl-random 1.1.1

        numpy 1.19.2

        PyYAML 5.3.1

        olefile 0.46

        parso 0.7.0

        pexpect 4.8.0

        pickleshare 0.7.5

        Pillow 8.1.0

        pip 20.2.4

        pkginfo 1.7.0

        prompt-toolkit 3.0.8

        psutil 5.7.2

        ptyprocess 0.7.0

        pycosat 0.6.3

        pycparser 2.20

        Pygments 2.7.4

        pyOpenSSL 19.1.0

        PySocks 1.7.1

        python-etcd 0.4.5

        pytz 2020.5

        ruamel-yaml 0.15.87

        requests 2.24.0

        soupsieve 2.1

        setuptools 50.3.1.post20201107

        six 1.15.0

        typing-extensions 3.7.4.3

        torch 1.7.1

        torchelastic 0.2.1

        torchvision 0.8.2

        tqdm 4.51.0

        traitlets 5.0.5

        urllib3 1.25.11

        wheel 0.35.1

        wcwidth 0.2.5

    Details of Alibaba Cloud images

    This section describes the operating systems, Python versions, and third-party libraries supported by each Alibaba Cloud image.

    • tensorflow-training:1.12.2PAI-cpu-py27-ubuntu16.04

      • Operating system: Ubuntu 16.04.6 LTS

      • Python version: 2.7.18

      • Third-party libraries: The following table lists the third-party libraries and versions.

        Third-party library and version

        absl-py 0.11.0

        aliyun-python-sdk-core 2.13.15

        aliyun-python-sdk-kms 2.14.0

        astor 0.8.1

        backports.weakref 1.0.post1

        certifi 2020.6.20

        crcmod 1.7

        Cython 0.29.14

        enum34 1.1.6

        funcsigs 1.0.2

        futures 3.3.0

        gast 0.4.0

        grpcio 1.27.2

        h5py 2.10.0

        jmespath 0.10.0

        Keras-Applications 1.0.8

        Keras-Preprocessing 1.1.2

        Markdown 3.1.1

        mkl-fft 1.0.15

        mkl-random 1.1.0

        mkl-service 2.3.0

        mock 3.0.5

        numpy 1.16.4

        opencv-python 4.2.0.32

        oss2 2.9.1

        paiio 0.1.0

        pip 9.0.1

        protobuf 3.14.0

        pycryptodome 3.9.7

        pyodps 0.10.4

        pypai 1.1.0+tensorflow.1.12.2pai2011

        requests 2.13.0

        setuptools 36.4.0

        six 1.15.0

        tensorboard 1.12.2

        tensorflow 1.12.2PAI2011

        termcolor 1.1.0

        toposort 1.5

        Werkzeug 1.0.1

        wheel 0.35.1

    • tensorflow-training:1.12.2PAI-mkl-cpu-py27-ubuntu16.04

      • Operating system: Ubuntu 16.04.6 LTS

      • Python version: 2.7.18

      • Third-party libraries: The following table lists the third-party libraries and versions.

        Third-party library and version

        absl-py 0.11.0

        aliyun-python-sdk-core 2.13.15

        aliyun-python-sdk-kms 2.14.0

        astor 0.8.1

        backports.weakref 1.0.post1

        certifi 2020.6.20

        crcmod 1.7

        Cython 0.29.14

        enum34 1.1.6

        funcsigs 1.0.2

        futures 3.3.0

        gast 0.4.0

        grpcio 1.27.2

        h5py 2.10.0

        jmespath 0.10.0

        Keras-Applications 1.0.8

        Keras-Preprocessing 1.1.2

        Markdown 3.1.1

        mkl-fft 1.0.15

        mkl-random 1.1.0

        mkl-service 2.3.0

        mock 3.0.5

        numpy 1.16.4

        opencv-python 4.2.0.32

        oss2 2.9.1

        paiio 0.1.0

        pip 9.0.1

        protobuf 3.14.0

        pycryptodome 3.9.7

        pyodps 0.10.4

        pypai 1.1.0+tensorflow.1.12.2pai2011

        requests 2.13.0

        setuptools 36.4.0

        six 1.15.0

        tensorboard 1.12.2

        tensorflow 1.12.2PAI2011

        termcolor 1.1.0

        toposort 1.5

        Werkzeug 1.0.1

        wheel 0.35.1

    • tensorflow-training:1.12.2PAI-gpu-py27-cu100-ubuntu16.04

      • Operating system: Ubuntu 16.04.6 LTS

      • Python version: 2.7.18

      • CUDA version: 10.0

      • Third-party libraries: The following table lists the third-party libraries and versions.

        Third-party library and version

        absl-py 0.11.0

        aliyun-python-sdk-core 2.13.15

        aliyun-python-sdk-kms 2.14.0

        astor 0.8.1

        backports.weakref 1.0.post1

        certifi 2020.6.20

        crcmod 1.7

        Cython 0.29.14

        enum34 1.1.6

        funcsigs 1.0.2

        futures 3.3.0

        gast 0.4.0

        grpcio 1.27.2

        h5py 2.10.0

        jmespath 0.10.0

        Keras-Applications 1.0.8

        Keras-Preprocessing 1.1.2

        Markdown 3.1.1

        mkl-fft 1.0.15

        mkl-random 1.1.0

        mkl-service 2.3.0

        mock 3.0.5

        numpy 1.16.4

        opencv-python 4.2.0.32

        oss2 2.9.1

        paiio 0.1.0

        pip 9.0.1

        protobuf 3.14.0

        pycryptodome 3.9.7

        pyodps 0.10.4

        pypai 1.1.0+tensorflow.gpu.1.12.2pai2011

        requests 2.13.0

        setuptools 36.4.0

        six 1.15.0

        tensorboard 1.12.2

        tensorflow-gpu 1.12.2PAI2011

        termcolor 1.1.0

        toposort 1.5

        Werkzeug 1.0.1

        wheel 0.35.1

        subprocess32 3.5.4

        tao-wrapper 0.1.1

        whale 0.0.2

    • tensorflow-training:1.12.2PAI-cpu-py36-ubuntu16.04

      • Operating system: Ubuntu 16.04.6 LTS

      • Python version: 3.6.12

      • Third-party libraries: The following table lists the third-party libraries and versions.

        Third-party library and version

        absl-py 0.11.0

        aliyun-python-sdk-core 2.13.29

        aliyun-python-sdk-core-v3 2.13.11

        aliyun-python-sdk-kms 2.14.0

        astor 0.8.1

        cached-property 1.5.2

        certifi 2020.12.5

        crcmod 1.7

        Cython 0.29.21

        gast 0.4.0

        grpcio 1.31.0

        h5py 3.1.0

        importlib-metadata 3.4.0

        jmespath 0.10.0

        Keras-Applications 1.0.8

        Keras-Preprocessing 1.1.2

        Markdown 3.3.3

        mkl-fft 1.2.0

        mkl-random 1.1.1

        mkl-service 2.3.0

        numpy 1.16.4

        opencv-python 4.2.0.32

        oss2 2.12.1

        paiio 0.1.0

        pip 20.2.4

        protobuf 3.14.0

        pycryptodome 3.9.9

        pyodps 0.10.4

        pypai 1.1.0+tensorflow.1.12.2pai2011

        requests 2.13.0

        setuptools 50.3.1.post20201107

        six 1.15.0

        tensorboard 1.12.2

        tensorflow 1.12.2PAI2011

        termcolor 1.1.0

        toposort 1.5

        typing-extensions 3.7.4.3

        Werkzeug 1.0.1

        wheel 0.35.1

        zipp 3.4.0

    • tensorflow-training:1.12.2PAI-mkl-cpu-py36-ubuntu16.04

      • Operating system: Ubuntu 16.04.6 LTS

      • Python version: 3.6.12

      • Third-party libraries: The following table lists the third-party libraries and versions.

        Third-party library and version

        absl-py 0.11.0

        aliyun-python-sdk-core 2.13.29

        aliyun-python-sdk-core-v3 2.13.11

        aliyun-python-sdk-kms 2.14.0

        astor 0.8.1

        cached-property 1.5.2

        certifi 2020.12.5

        crcmod 1.7

        Cython 0.29.21

        gast 0.4.0

        grpcio 1.31.0

        h5py 3.1.0

        importlib-metadata 3.4.0

        jmespath 0.10.0

        Keras-Applications 1.0.8

        Keras-Preprocessing 1.1.2

        Markdown 3.3.3

        mkl-fft 1.2.0

        mkl-random 1.1.1

        mkl-service 2.3.0

        numpy 1.16.4

        opencv-python 4.2.0.32

        oss2 2.12.1

        paiio 0.1.0

        pip 20.2.4

        protobuf 3.14.0

        pycryptodome 3.9.9

        pyodps 0.10.4

        pypai 1.1.0+tensorflow.1.12.2pai2011

        requests 2.13.0

        setuptools 50.3.1.post20201107

        six 1.15.0

        tensorboard 1.12.2

        tensorflow 1.12.2PAI2011

        termcolor 1.1.0

        toposort 1.5

        typing-extensions 3.7.4.3

        Werkzeug 1.0.1

        wheel 0.35.1

        zipp 3.4.0

    • tensorflow-training:1.12.2PAI-gpu-py36-cu100-ubuntu16.04

      • Operating system: Ubuntu 16.04.6 LTS

      • Python version: 3.6.12

      • CUDA version: 10.0

      • Third-party libraries: The following table lists the third-party libraries and versions.

        Third-party library and version

        absl-py 0.11.0

        aliyun-python-sdk-core 2.13.29

        aliyun-python-sdk-core-v3 2.13.11

        aliyun-python-sdk-kms 2.14.0

        astor 0.8.1

        cached-property 1.5.2

        certifi 2020.12.5

        crcmod 1.7

        Cython 0.29.21

        gast 0.4.0

        grpcio 1.31.0

        h5py 3.1.0

        importlib-metadata 3.4.0

        jmespath 0.10.0

        Keras-Applications 1.0.8

        Keras-Preprocessing 1.1.2

        Markdown 3.3.3

        mkl-fft 1.2.0

        mkl-random 1.1.1

        mkl-service 2.3.0

        numpy 1.16.4

        opencv-python 4.2.0.32

        oss2 2.12.1

        paiio 0.1.0

        pip 20.2.4

        protobuf 3.14.0

        pycryptodome 3.9.9

        pyodps 0.10.4

        pypai 1.1.0+tensorflow.gpu.1.12.2pai2011

        requests 2.13.0

        setuptools 50.3.1.post20201107

        six 1.15.0

        tensorboard 1.12.2

        tensorflow-gpu 1.12.2PAI2011

        termcolor 1.1.0

        toposort 1.5

        typing-extensions 3.7.4.3

        Werkzeug 1.0.1

        wheel 0.35.1

        zipp 3.4.0

        subprocess32 3.5.4

        tao-wrapper 0.1.1

        whale 0.0.2

    • tensorflow-training:1.15.0PAI-gpu-py27-cu100-ubuntu16.04

      • Operating system: Ubuntu 16.04.6 LTS

      • Python version: 2.7.18

      • CUDA version: 10.0

      • Third-party libraries: The following table lists the third-party libraries and versions.

        Third-party library and version

        absl-py 0.11.0

        aliyun-python-sdk-core 2.13.15

        aliyun-python-sdk-kms 2.14.0

        astor 0.8.1

        backports.weakref 1.0.post1

        certifi 2020.6.20

        crcmod 1.7

        Cython 0.29.14

        enum34 1.1.6

        funcsigs 1.0.2

        functools32 3.2.3.post2

        futures 3.3.0

        gast 0.2.2

        google-pasta 0.2.0

        opt-einsum 2.3.2

        tensorflow-estimator 1.15.1

        grpcio 1.27.2

        h5py 2.10.0

        jmespath 0.10.0

        Keras-Applications 1.0.8

        Keras-Preprocessing 1.1.2

        Markdown 3.1.1

        mkl-fft 1.0.15

        mkl-random 1.1.0

        mkl-service 2.3.0

        mock 3.0.5

        numpy 1.16.4

        opencv-python 4.2.0.32

        oss2 2.9.1

        paiio 0.1.0

        pip 9.0.1

        protobuf 3.14.0

        pycryptodome 3.9.7

        pyodps 0.10.4

        pypai 1.1.0+tensorflow.gpu.1.15.0

        requests 2.13.0

        setuptools 44.1.1

        six 1.15.0

        tensorboard 1.15.0

        tensorflow-gpu 1.15.0

        termcolor 1.1.0

        toposort 1.5

        Werkzeug 1.0.1

        wheel 0.35.1

        subprocess32 3.5.4

        tao-wrapper 0.1.1

        whale 0.0.2

        wrapt 1.12.1

    • tensorflow-training:1.15.0PAI-gpu-py36-cu100-ubuntu16.04

      • Operating system: Ubuntu 16.04.6 LTS

      • Python version: 3.6.12

      • CUDA version: 10.0

      • Third-party libraries: The following table lists the third-party libraries and versions.

        Third-party library and version

        absl-py 0.11.0

        aliyun-python-sdk-core 2.13.29

        aliyun-python-sdk-core-v3 2.13.11

        aliyun-python-sdk-kms 2.14.0

        astor 0.8.1

        cached-property 1.5.2

        certifi 2020.12.5

        crcmod 1.7

        Cython 0.29.21

        gast 0.2.2

        grpcio 1.31.0

        h5py 3.1.0

        importlib-metadata 3.4.0

        jmespath 0.10.0

        Keras-Applications 1.0.8

        Keras-Preprocessing 1.1.2

        Markdown 3.3.3

        mkl-fft 1.2.0

        mkl-random 1.1.1

        mkl-service 2.3.0

        numpy 1.16.4

        opencv-python 4.2.0.32

        oss2 2.12.1

        paiio 0.1.0

        pip 20.2.4

        protobuf 3.14.0

        pycryptodome 3.9.9

        pyodps 0.10.4

        pypai 1.1.0+tensorflow.gpu.1.15.0

        requests 2.13.0

        setuptools 50.3.1.post20201107

        six 1.15.0

        tensorboard 1.15.0

        tensorflow-gpu 1.15.0

        termcolor 1.1.0

        toposort 1.5

        typing-extensions 3.7.4.3

        Werkzeug 1.0.1

        wheel 0.35.1

        zipp 3.4.0

        subprocess32 3.5.4

        tao-wrapper 0.1.1

        whale 0.0.2

        google-pasta 0.2.0

        opt-einsum 3.3.0

        tensorflow-estimator 1.15.1

        wrapt 1.12.1

    • pytorch-training:1.3.1PAI-gpu-py37-cu100-ubuntu16.04

      • Operating system: Ubuntu 16.04.6 LTS

      • Python version: 3.7.4

      • CUDA version: 10.0

      • Third-party libraries: The following table lists the third-party libraries and versions.

        Third-party library and version

        absl-py 0.11.0

        aiohttp 3.7.3

        apex 0.1

        asn1crypto 1.2.0

        async-timeout 3.0.1

        attrs 20.3.0

        blinker 1.4

        cachetools 4.2.0

        certifi 2020.12.5

        cffi 1.13.0

        cryptography 2.8

        click 7.1.2

        future 0.18.2

        grpcio 1.31.0

        google-auth 1.24.0

        google-auth-oauthlib 0.4.2

        importlib-metadata 2.0.0

        idna 2.8

        multidict 4.7.6

        Markdown 3.3.3

        mkl-fft 1.2.0

        mkl-random 1.1.1

        mkl-service 2.3.0

        nvidia-dali 0.15.0

        numpy 1.19.2

        oauthlib 3.1.0

        PySocks 1.7.1

        Pillow 8.1.0

        pip 20.2.4

        protobuf 3.13.0

        pyasn1 0.4.8

        pyasn1-modules 0.2.8

        pycosat 0.6.3

        pycparser 2.19

        PyJWT 2.0.0

        pyOpenSSL 19.0.0

        rsa 4.7

        requests 2.22.0

        requests-oauthlib 1.3.0

        ruamel-yaml 0.15.46

        six 1.15.0

        sailfish 1.0.1

        setuptools 50.3.1.post20201107

        typing-extensions 3.7.4.3

        tensorboard 2.3.0

        tensorboard-plugin-wit 1.6.0

        torch 1.3.1+ali

        torchsummary 1.5.1

        torchvision 0.4.2

        tqdm 4.36.1

        urllib3 1.24.2

        wheel 0.35.1

        Werkzeug 1.0.1

        zipp 3.4.0

        yarl 1.5.1

    • pytorch-training:1.4.0PAI-gpu-py37-cu100-ubuntu16.04

      • Operating system: Ubuntu 16.04.6 LTS

      • Python version: 3.7.4

      • CUDA version: 10.0

      • Third-party libraries: The following table lists the third-party libraries and versions.

        Third-party library and version

        absl-py 0.11.0

        aiohttp 3.7.3

        apex 0.1

        asn1crypto 1.2.0

        async-timeout 3.0.1

        attrs 20.3.0

        blinker 1.4

        cachetools 4.2.0

        certifi 2020.12.5

        cffi 1.13.0

        cryptography 2.8

        click 7.1.2

        future 0.18.2

        grpcio 1.31.0

        google-auth 1.24.0

        google-auth-oauthlib 0.4.2

        importlib-metadata 2.0.0

        idna 2.8

        multidict 4.7.6

        Markdown 3.3.3

        mkl-fft 1.2.0

        mkl-random 1.1.1

        mkl-service 2.3.0

        nvidia-dali 0.15.0

        numpy 1.19.2

        oauthlib 3.1.0

        PySocks 1.7.1

        Pillow 8.1.0

        pip 20.2.4

        protobuf 3.13.0

        pyasn1 0.4.8

        pyasn1-modules 0.2.8

        pycosat 0.6.3

        pycparser 2.19

        PyJWT 2.0.0

        pyOpenSSL 19.0.0

        ruamel-yaml 0.15.46

        requests 2.22.0

        requests-oauthlib 1.3.0

        rsa 4.7

        six 1.15.0

        setuptools 50.3.1.post20201107

        typing-extensions 3.7.4.3

        tensorboard 2.3.0

        tensorboard-plugin-wit 1.6.0

        torch 1.4.0+ali

        torchsummary 1.5.1

        torchvision 0.5.0

        tqdm 4.36.1

        urllib3 1.24.2

        wheel 0.35.1

        Werkzeug 1.0.1

        yarl 1.5.1

        zipp 3.4.0

    • pytorch-training:1.5.1PAI-gpu-py37-cu100-ubuntu16.04

      • Operating system: Ubuntu 16.04.6 LTS

      • Python version: 3.7.4

      • CUDA version: 10.0

      • Third-party libraries: The following table lists the third-party libraries and versions.

        Third-party library and version

        absl-py 0.11.0

        aiohttp 3.7.3

        apex 0.1

        asn1crypto 1.2.0

        async-timeout 3.0.1

        attrs 20.3.0

        blinker 1.4

        cachetools 4.2.0

        certifi 2020.12.5

        cffi 1.13.0

        cryptography 2.8

        click 7.1.2

        future 0.18.2

        grpcio 1.31.0

        google-auth 1.24.0

        google-auth-oauthlib 0.4.2

        importlib-metadata 2.0.0

        idna 2.8

        multidict 4.7.6

        Markdown 3.3.3

        mkl-fft 1.2.0

        mkl-random 1.1.1

        mkl-service 2.3.0

        nvidia-dali 0.15.0

        numpy 1.19.2

        oauthlib 3.1.0

        PySocks 1.7.1

        Pillow 8.1.0

        pip 20.2.4

        protobuf 3.13.0

        pyasn1 0.4.8

        pyasn1-modules 0.2.8

        pycosat 0.6.3

        pycparser 2.19

        PyJWT 2.0.0

        pyOpenSSL 19.0.0

        ruamel-yaml 0.15.46

        requests 2.22.0

        requests-oauthlib 1.3.0

        rsa 4.7

        six 1.15.0

        sailfish 1.0.1

        setuptools 50.3.1.post20201107

        typing-extensions 3.7.4.3

        tensorboard 2.3.0

        tensorboard-plugin-wit 1.6.0

        torch 1.5.1+ali

        torchsummary 1.5.1

        torchvision 0.6.1

        tqdm 4.36.1

        urllib3 1.24.2

        wheel 0.35.1

        Werkzeug 1.0.1

        yarl 1.5.1

        zipp 3.4.0

    • pytorch-training:1.6.0PAI-gpu-py37-cu100-ubuntu16.04

      • Operating system: Ubuntu 16.04.6 LTS

      • Python version: 3.7.4

      • CUDA version: 10.0

      • Third-party libraries: The following table lists the third-party libraries and versions.

        Third-party library and version

        absl-py 0.11.0

        aiohttp 3.7.3

        asn1crypto 1.2.0

        async-timeout 3.0.1

        attrs 20.3.0

        blinker 1.4

        cachetools 4.2.0

        certifi 2020.12.5

        cffi 1.13.0

        cryptography 2.8

        click 7.1.2

        future 0.18.2

        grpcio 1.31.0

        google-auth 1.24.0

        google-auth-oauthlib 0.4.2

        importlib-metadata 2.0.0

        idna 2.8

        multidict 4.7.6

        Markdown 3.3.3

        mkl-fft 1.2.0

        mkl-random 1.1.1

        mkl-service 2.3.0

        nvidia-dali 0.15.0

        numpy 1.19.2

        oauthlib 3.1.0

        PySocks 1.7.1

        Pillow 8.1.0

        pip 20.2.4

        protobuf 3.13.0

        pyasn1 0.4.8

        pyasn1-modules 0.2.8

        pycosat 0.6.3

        pycparser 2.19

        PyJWT 2.0.0

        pyOpenSSL 19.0.0

        ruamel-yaml 0.15.46

        requests 2.22.0

        requests-oauthlib 1.3.0

        rsa 4.7

        six 1.15.0

        setuptools 50.3.1.post20201107

        typing-extensions 3.7.4.3

        tensorboard 2.3.0

        tensorboard-plugin-wit 1.6.0

        torch 1.6.0+ali

        torchsummary 1.5.1

        torchvision 0.7.0

        tqdm 4.36.1

        urllib3 1.24.2

        wheel 0.35.1

        Werkzeug 1.0.1

        yarl 1.5.1

        zipp 3.4.0