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@shimi7o(shimi 7o)

Amazon SageMaker Studioにデフォルトで用意されているコンテナイメージのECRのURIを見つける方法

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はじめに

Amazon SageMaker StudioにはデフォルトでPyTorch、TensorFlowなどを組み込んだコンテナイメージが用意されています1。このコンテナイメージを別の場所(AWS Batch)でも使いたくてECRのURIが書かれているドキュメントを探したのですが、見つからずに苦労した2ので、備忘録として残しておきます。

ECRのURIの見つけ方

/opt/.sagemakerinternal/internal-metadata.jsonにECRのURIが記載されています。
例えば下記のようにしてこのJSONファイルを開くことで、ECRのURIが分かります。

  1. SageMaker Studioを開く
  2. File -> New -> Terminal でターミナルを開く。
  3. 下記のコマンドを実行する。 
    cat /opt/.sagemakerinternal/internal-metadata.json

注意点として、将来的には動作が変更になる可能性があります。

参考：2022/07/05時点での東京リージョンのJSONファイルの内容

{
  "LldsEndpoint": "",
  "AppNetworkAccessType": "PublicInternetOnly",
  "Stage": "prod",
  "FirstPartyImages": [
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:102112518831:image/mxnet-1.8-cpu-py37-ubuntu16.04-v1",
      "AppImageUri": "763104351884.dkr.ecr.ap-northeast-1.amazonaws.com/mxnet-training:1.8-cpu-py37-ubuntu16.04-v1",
      "ImageMetadata": {
        "ImageDisplayName": "MXNet 1.8 Python 3.7 (optimized for CPU)",
        "ImageDescription": "AWS Deep Learning Container for MXNet 1.8 Python 3.7 https://docs.aws.amazon.com/dlami/latest/devguide/deep-learning-containers-images.html"
      },
      "IsGpuOptimized": false,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/root",
          "DefaultUid": "0",
          "DefaultGid": "0"
        },
        "KernelSpecs": [
          {
            "Name": "python3",
            "DisplayName": "Python 3 (MXNet 1.8 Python 3.7 CPU Optimized)"
          }
        ]
      },
      "FirstPartyImageOwner": "DLC",
      "IsVisibleInLauncher": true
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:102112518831:image/pytorch-1.4-gpu-py36",
      "AppImageUri": "763104351884.dkr.ecr.ap-northeast-1.amazonaws.com/pytorch-training@sha256:0a352ccd7298c8039bea2d6dff533fd91df758dd7b42b08191db4cc9271fdff5",
      "ImageMetadata": {
        "ImageDisplayName": "PyTorch 1.4 Python 3.6 (optimized for GPU)",
        "ImageDescription": "AWS Deep Learning Container for PyTorch 1.4 Python 3.6 https://docs.aws.amazon.com/dlami/latest/devguide/deep-learning-containers-images.html"
      },
      "IsGpuOptimized": true,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/root",
          "DefaultUid": "0",
          "DefaultGid": "0"
        },
        "KernelSpecs": [
          {
            "Name": "python3",
            "DisplayName": "Python 3 (PyTorch 1.4 Python 3.6 GPU Optimized)"
          }
        ]
      },
      "FirstPartyImageOwner": "DLC",
      "IsVisibleInLauncher": true
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:102112518831:image/pytorch-1.6-cpu-py36-ubuntu16.04-v1",
      "AppImageUri": "763104351884.dkr.ecr.ap-northeast-1.amazonaws.com/pytorch-training:1.6-cpu-py36-ubuntu16.04-v1",
      "ImageMetadata": {
        "ImageDisplayName": "PyTorch 1.6 Python 3.6 (optimized for CPU)",
        "ImageDescription": "AWS Deep Learning Container for PyTorch 1.6 Python 3.6 https://docs.aws.amazon.com/dlami/latest/devguide/deep-learning-containers-images.html"
      },
      "IsGpuOptimized": false,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/root",
          "DefaultUid": "0",
          "DefaultGid": "0"
        },
        "KernelSpecs": [
          {
            "Name": "python3",
            "DisplayName": "Python 3 (PyTorch 1.6 Python 3.6 CPU Optimized)"
          }
        ]
      },
      "FirstPartyImageOwner": "DLC",
      "IsVisibleInLauncher": true
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:102112518831:image/looseleaf-jupyter-server-3",
      "AppImageUri": "102112518831.dkr.ecr.ap-northeast-1.amazonaws.com/looseleaf-jupyter-server-environment-v3:current",
      "ImageMetadata": {
        "ImageDisplayName": "",
        "ImageDescription": ""
      },
      "IsGpuOptimized": false,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/home/sagemaker-user",
          "DefaultUid": "1000",
          "DefaultGid": "100"
        },
        "KernelSpecs": [
          {
            "Name": "",
            "DisplayName": ""
          }
        ]
      },
      "FirstPartyImageOwner": "Studio",
      "IsVisibleInLauncher": false
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:102112518831:image/tensorflow-1.15-gpu-py37-cu110-ubuntu18.04-v8",
      "AppImageUri": "763104351884.dkr.ecr.ap-northeast-1.amazonaws.com/tensorflow-training:1.15-gpu-py37-cu110-ubuntu18.04-v8",
      "ImageMetadata": {
        "ImageDisplayName": "TensorFlow 1.15 Python 3.7 (optimized for GPU)",
        "ImageDescription": "AWS Deep Learning Container for TensorFlow 1.15 Python 3.7 https://docs.aws.amazon.com/dlami/latest/devguide/deep-learning-containers-images.html"
      },
      "IsGpuOptimized": true,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/root",
          "DefaultUid": "0",
          "DefaultGid": "0"
        },
        "KernelSpecs": [
          {
            "Name": "python3",
            "DisplayName": "Python 3 (TensorFlow 1.15 Python 3.7 GPU Optimized)"
          }
        ]
      },
      "FirstPartyImageOwner": "DLC",
      "IsVisibleInLauncher": true
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:102112518831:image/sparkmagic-1.0",
      "AppImageUri": "102112518831.dkr.ecr.ap-northeast-1.amazonaws.com/sagemaker-sparkmagic:1.0",
      "ImageMetadata": {
        "ImageDisplayName": "SparkMagic",
        "ImageDescription": "Anaconda Individual Edition with PySpark kernel https://github.com/jupyter-incubator/sparkmagic"
      },
      "IsGpuOptimized": false,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/root",
          "DefaultUid": "0",
          "DefaultGid": "0"
        },
        "KernelSpecs": [
          {
            "Name": "pysparkkernel",
            "DisplayName": "PySpark (SparkMagic)"
          }
        ]
      },
      "FirstPartyImageOwner": "Studio",
      "IsVisibleInLauncher": false
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:102112518831:image/tensorflow-2.6-cpu-py38-ubuntu20.04-v1",
      "AppImageUri": "763104351884.dkr.ecr.ap-northeast-1.amazonaws.com/tensorflow-training:2.6.2-cpu-py38-ubuntu20.04-v1.5",
      "ImageMetadata": {
        "ImageDisplayName": "TensorFlow 2.6 Python 3.8 (optimized for CPU)",
        "ImageDescription": "AWS Deep Learning Container for TensorFlow 2.6 Python 3.8 https://docs.aws.amazon.com/dlami/latest/devguide/deep-learning-containers-images.html"
      },
      "IsGpuOptimized": false,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/root",
          "DefaultUid": "0",
          "DefaultGid": "0"
        },
        "KernelSpecs": [
          {
            "Name": "python3",
            "DisplayName": "Python 3 (TensorFlow 2.6 Python 3.8 CPU Optimized)"
          }
        ]
      },
      "FirstPartyImageOwner": "DLC",
      "IsVisibleInLauncher": true
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:102112518831:image/tensorflow-2.1-gpu-py36",
      "AppImageUri": "763104351884.dkr.ecr.ap-northeast-1.amazonaws.com/tensorflow-training@sha256:14138943d1929a36bf9d534e66e95c04c6e3fbb8a8a8c69ba90ed4833730915c",
      "ImageMetadata": {
        "ImageDisplayName": "TensorFlow 2.1 Python 3.6 (optimized for GPU)",
        "ImageDescription": "AWS Deep Learning Container for TensorFlow 2.1 Python 3.6 https://docs.aws.amazon.com/dlami/latest/devguide/deep-learning-containers-images.html"
      },
      "IsGpuOptimized": true,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/root",
          "DefaultUid": "0",
          "DefaultGid": "0"
        },
        "KernelSpecs": [
          {
            "Name": "python3",
            "DisplayName": "Python 3 (TensorFlow 2.1 Python 3.6 GPU Optimized)"
          }
        ]
      },
      "FirstPartyImageOwner": "DLC",
      "IsVisibleInLauncher": true
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:102112518831:image/tensorflow-2.1-cpu-py36",
      "AppImageUri": "763104351884.dkr.ecr.ap-northeast-1.amazonaws.com/tensorflow-training@sha256:74c95a09fe6618e38ce2257b0779c6327e7b3de5527c03b2757e6c4aaa6c2c23",
      "ImageMetadata": {
        "ImageDisplayName": "TensorFlow 2.1 Python 3.6 (optimized for CPU)",
        "ImageDescription": "AWS Deep Learning Container for TensorFlow 2.1 Python 3.6 https://docs.aws.amazon.com/dlami/latest/devguide/deep-learning-containers-images.html"
      },
      "IsGpuOptimized": false,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/root",
          "DefaultUid": "0",
          "DefaultGid": "0"
        },
        "KernelSpecs": [
          {
            "Name": "python3",
            "DisplayName": "Python 3 (TensorFlow 2.1 Python 3.6 CPU Optimized)"
          }
        ]
      },
      "FirstPartyImageOwner": "DLC",
      "IsVisibleInLauncher": true
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:102112518831:image/tensorflow-1.15-cpu-py37-ubuntu18.04-v7",
      "AppImageUri": "763104351884.dkr.ecr.ap-northeast-1.amazonaws.com/tensorflow-training:1.15-cpu-py37-ubuntu18.04-v7",
      "ImageMetadata": {
        "ImageDisplayName": "TensorFlow 1.15 Python 3.7 (optimized for CPU)",
        "ImageDescription": "AWS Deep Learning Container for TensorFlow 1.15 Python 3.7 https://docs.aws.amazon.com/dlami/latest/devguide/deep-learning-containers-images.html"
      },
      "IsGpuOptimized": false,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/root",
          "DefaultUid": "0",
          "DefaultGid": "0"
        },
        "KernelSpecs": [
          {
            "Name": "python3",
            "DisplayName": "Python 3 (TensorFlow 1.15 Python 3.7 CPU Optimized)"
          }
        ]
      },
      "FirstPartyImageOwner": "DLC",
      "IsVisibleInLauncher": true
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:102112518831:image/pytorch-1.6-gpu-py36-cu110-ubuntu18.04-v3",
      "AppImageUri": "763104351884.dkr.ecr.ap-northeast-1.amazonaws.com/pytorch-training:1.6-gpu-py36-cu110-ubuntu18.04-v3",
      "ImageMetadata": {
        "ImageDisplayName": "PyTorch 1.6 Python 3.6 (optimized for GPU)",
        "ImageDescription": "AWS Deep Learning Container for PyTorch 1.6 Python 3.6 https://docs.aws.amazon.com/dlami/latest/devguide/deep-learning-containers-images.html"
      },
      "IsGpuOptimized": true,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/root",
          "DefaultUid": "0",
          "DefaultGid": "0"
        },
        "KernelSpecs": [
          {
            "Name": "python3",
            "DisplayName": "Python 3 (PyTorch 1.6 Python 3.6 GPU Optimized)"
          }
        ]
      },
      "FirstPartyImageOwner": "DLC",
      "IsVisibleInLauncher": true
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:102112518831:image/mxnet-1.6-gpu-py36",
      "AppImageUri": "763104351884.dkr.ecr.ap-northeast-1.amazonaws.com/mxnet-training@sha256:3ff716a4afefdad6300d86aca79f9c2871833571381b54eebe242c550452e1b6",
      "ImageMetadata": {
        "ImageDisplayName": "MXNet 1.6 Python 3.6 (optimized for GPU)",
        "ImageDescription": "AWS Deep Learning Container for MXNet 1.6 Python 3.6 https://docs.aws.amazon.com/dlami/latest/devguide/deep-learning-containers-images.html"
      },
      "IsGpuOptimized": true,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/root",
          "DefaultUid": "0",
          "DefaultGid": "0"
        },
        "KernelSpecs": [
          {
            "Name": "python3",
            "DisplayName": "Python 3 (MXNet 1.6 Python 3.6 GPU Optimized)"
          }
        ]
      },
      "FirstPartyImageOwner": "DLC",
      "IsVisibleInLauncher": true
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:102112518831:image/datascience-1.0",
      "AppImageUri": "102112518831.dkr.ecr.ap-northeast-1.amazonaws.com/sagemaker-data-science-environment:1.0",
      "ImageMetadata": {
        "ImageDisplayName": "Data Science",
        "ImageDescription": "Anaconda Individual Edition https://www.anaconda.com/distribution/"
      },
      "IsGpuOptimized": false,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/root",
          "DefaultUid": "0",
          "DefaultGid": "0"
        },
        "KernelSpecs": [
          {
            "Name": "python3",
            "DisplayName": "Python 3 (Data Science)"
          }
        ]
      },
      "FirstPartyImageOwner": "Studio",
      "IsVisibleInLauncher": true
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:102112518831:image/pytorch-1.8-gpu-py36",
      "AppImageUri": "763104351884.dkr.ecr.ap-northeast-1.amazonaws.com/pytorch-training:1.8.1-gpu-py36-cu111-ubuntu18.04",
      "ImageMetadata": {
        "ImageDisplayName": "PyTorch 1.8 Python 3.6 (optimized for GPU)",
        "ImageDescription": "AWS Deep Learning Container for PyTorch 1.8 Python 3.6 https://docs.aws.amazon.com/dlami/latest/devguide/deep-learning-containers-images.html"
      },
      "IsGpuOptimized": true,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/root",
          "DefaultUid": "0",
          "DefaultGid": "0"
        },
        "KernelSpecs": [
          {
            "Name": "python3",
            "DisplayName": "Python 3 (PyTorch 1.8 Python 3.6 GPU Optimized)"
          }
        ]
      },
      "FirstPartyImageOwner": "DLC",
      "IsVisibleInLauncher": true
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:102112518831:image/tensorflow-2.3-cpu-py37-ubuntu18.04-v1",
      "AppImageUri": "763104351884.dkr.ecr.ap-northeast-1.amazonaws.com/tensorflow-training:2.3-cpu-py37-ubuntu18.04-v1",
      "ImageMetadata": {
        "ImageDisplayName": "TensorFlow 2.3 Python 3.7 (optimized for CPU)",
        "ImageDescription": "AWS Deep Learning Container for TensorFlow 2.3 Python 3.7 https://docs.aws.amazon.com/dlami/latest/devguide/deep-learning-containers-images.html"
      },
      "IsGpuOptimized": false,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/root",
          "DefaultUid": "0",
          "DefaultGid": "0"
        },
        "KernelSpecs": [
          {
            "Name": "python3",
            "DisplayName": "Python 3 (TensorFlow 2.3 Python 3.7 CPU Optimized)"
          }
        ]
      },
      "FirstPartyImageOwner": "DLC",
      "IsVisibleInLauncher": true
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:102112518831:image/python-3.6",
      "AppImageUri": "102112518831.dkr.ecr.ap-northeast-1.amazonaws.com/sagemaker-base-python-environment:1.0",
      "ImageMetadata": {
        "ImageDisplayName": "Base Python",
        "ImageDescription": "Official Python3.6 image from DockerHub https://hub.docker.com/_/python"
      },
      "IsGpuOptimized": false,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/root",
          "DefaultUid": "0",
          "DefaultGid": "0"
        },
        "KernelSpecs": [
          {
            "Name": "python3",
            "DisplayName": "Python 3 (Base Python)"
          }
        ]
      },
      "FirstPartyImageOwner": "Studio",
      "IsVisibleInLauncher": true
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:102112518831:image/mxnet-1.9-gpu-py38-cu112-ubuntu20.04-sagemaker-v1.",
      "AppImageUri": "763104351884.dkr.ecr.ap-northeast-1.amazonaws.com/mxnet-training:1.9.0-gpu-py38-cu112-ubuntu20.04-sagemaker-v1.0",
      "ImageMetadata": {
        "ImageDisplayName": "MXNet 1.9 Python 3.8 (optimized for GPU)",
        "ImageDescription": "AWS Deep Learning Container for MXNet 1.9 Python 3.8 https://docs.aws.amazon.com/dlami/latest/devguide/deep-learning-containers-images.html"
      },
      "IsGpuOptimized": true,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/root",
          "DefaultUid": "0",
          "DefaultGid": "0"
        },
        "KernelSpecs": [
          {
            "Name": "python3",
            "DisplayName": "Python 3 (MXNet 1.9 Python 3.8 GPU Optimized)"
          }
        ]
      },
      "FirstPartyImageOwner": "DLC",
      "IsVisibleInLauncher": true
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:102112518831:image/mxnet-1.9-cpu-py38-ubuntu20.04-sagemaker-v1.0",
      "AppImageUri": "763104351884.dkr.ecr.ap-northeast-1.amazonaws.com/mxnet-training:1.9.0-cpu-py38-ubuntu20.04-sagemaker-v1.0",
      "ImageMetadata": {
        "ImageDisplayName": "MXNet 1.9 Python 3.8 (optimized for CPU)",
        "ImageDescription": "AWS Deep Learning Container for MXNet 1.9 Python 3.8 https://docs.aws.amazon.com/dlami/latest/devguide/deep-learning-containers-images.html"
      },
      "IsGpuOptimized": false,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/root",
          "DefaultUid": "0",
          "DefaultGid": "0"
        },
        "KernelSpecs": [
          {
            "Name": "python3",
            "DisplayName": "Python 3 (MXNet 1.9 Python 3.8 CPU Optimized)"
          }
        ]
      },
      "FirstPartyImageOwner": "DLC",
      "IsVisibleInLauncher": true
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:102112518831:image/tensorflow-1.15-cpu-py36",
      "AppImageUri": "763104351884.dkr.ecr.ap-northeast-1.amazonaws.com/tensorflow-training@sha256:a5f17ef1f943a3bccadeb157d38c519c83a8c81aab3973d1af8cac14935db2a7",
      "ImageMetadata": {
        "ImageDisplayName": "TensorFlow 1.15 Python 3.6 (optimized for CPU)",
        "ImageDescription": "AWS Deep Learning Container for TensorFlow 1.15 Python 3.6 https://docs.aws.amazon.com/dlami/latest/devguide/deep-learning-containers-images.html"
      },
      "IsGpuOptimized": false,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/root",
          "DefaultUid": "0",
          "DefaultGid": "0"
        },
        "KernelSpecs": [
          {
            "Name": "python3",
            "DisplayName": "Python 3 (TensorFlow 1.15 Python 3.6 CPU Optimized)"
          }
        ]
      },
      "FirstPartyImageOwner": "DLC",
      "IsVisibleInLauncher": true
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:102112518831:image/tensorflow-1.15-gpu-py36",
      "AppImageUri": "763104351884.dkr.ecr.ap-northeast-1.amazonaws.com/tensorflow-training@sha256:61861776738b83ad6fcbb28bcdb431e7bdd93324f8f255d9025735d17a89cf81",
      "ImageMetadata": {
        "ImageDisplayName": "TensorFlow 1.15 Python 3.6 (optimized for GPU)",
        "ImageDescription": "AWS Deep Learning Container for TensorFlow 1.15 Python 3.6 https://docs.aws.amazon.com/dlami/latest/devguide/deep-learning-containers-images.html"
      },
      "IsGpuOptimized": true,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/root",
          "DefaultUid": "0",
          "DefaultGid": "0"
        },
        "KernelSpecs": [
          {
            "Name": "python3",
            "DisplayName": "Python 3 (TensorFlow 1.15 Python 3.6 GPU Optimized)"
          }
        ]
      },
      "FirstPartyImageOwner": "DLC",
      "IsVisibleInLauncher": true
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:102112518831:image/1.8.1-cpu-py36",
      "AppImageUri": "763104351884.dkr.ecr.ap-northeast-1.amazonaws.com/pytorch-training:1.8.1-cpu-py36-ubuntu18.04",
      "ImageMetadata": {
        "ImageDisplayName": "PyTorch 1.8 Python 3.6 (optimized for CPU)",
        "ImageDescription": "AWS Deep Learning Container for PyTorch 1.8 Python 3.6 https://docs.aws.amazon.com/dlami/latest/devguide/deep-learning-containers-images.html"
      },
      "IsGpuOptimized": false,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/root",
          "DefaultUid": "0",
          "DefaultGid": "0"
        },
        "KernelSpecs": [
          {
            "Name": "python3",
            "DisplayName": "Python 3 (PyTorch 1.8 Python 3.6 CPU Optimized)"
          }
        ]
      },
      "FirstPartyImageOwner": "DLC",
      "IsVisibleInLauncher": true
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:102112518831:image/mxnet-1.6-cpu-py36",
      "AppImageUri": "763104351884.dkr.ecr.ap-northeast-1.amazonaws.com/mxnet-training@sha256:1add0e5848435319f89969b35a8cc5cc11d4c19cf6e2c7b15b9a2ae35978aecf",
      "ImageMetadata": {
        "ImageDisplayName": "MXNet 1.6 Python 3.6 (optimized for CPU)",
        "ImageDescription": "AWS Deep Learning Container for MXNet 1.6 Python 3.6 https://docs.aws.amazon.com/dlami/latest/devguide/deep-learning-containers-images.html"
      },
      "IsGpuOptimized": false,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/root",
          "DefaultUid": "0",
          "DefaultGid": "0"
        },
        "KernelSpecs": [
          {
            "Name": "python3",
            "DisplayName": "Python 3 (MXNet 1.6 Python 3.6 CPU Optimized)"
          }
        ]
      },
      "FirstPartyImageOwner": "DLC",
      "IsVisibleInLauncher": true
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:102112518831:image/pytorch-1.10-cpu-py38",
      "AppImageUri": "763104351884.dkr.ecr.ap-northeast-1.amazonaws.com/pytorch-training:1.10.2-cpu-py38-ubuntu20.04-sagemaker-v1.1",
      "ImageMetadata": {
        "ImageDisplayName": "PyTorch 1.10 Python 3.8 (optimized for CPU)",
        "ImageDescription": "AWS Deep Learning Container for PyTorch 1.10 Python 3.8 https://docs.aws.amazon.com/dlami/latest/devguide/deep-learning-containers-images.html"
      },
      "IsGpuOptimized": false,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/root",
          "DefaultUid": "0",
          "DefaultGid": "0"
        },
        "KernelSpecs": [
          {
            "Name": "python3",
            "DisplayName": "Python 3 (PyTorch 1.10 Python 3.8 CPU Optimized)"
          }
        ]
      },
      "FirstPartyImageOwner": "DLC",
      "IsVisibleInLauncher": true
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:102112518831:image/mxnet-1.8-gpu-py37-cu110-ubuntu16.04-v1",
      "AppImageUri": "763104351884.dkr.ecr.ap-northeast-1.amazonaws.com/mxnet-training:1.8-gpu-py37-cu110-ubuntu16.04-v1",
      "ImageMetadata": {
        "ImageDisplayName": "MXNet 1.8 Python 3.7 (optimized for GPU)",
        "ImageDescription": "AWS Deep Learning Container for MXNet 1.8 Python 3.7 https://docs.aws.amazon.com/dlami/latest/devguide/deep-learning-containers-images.html"
      },
      "IsGpuOptimized": true,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/root",
          "DefaultUid": "0",
          "DefaultGid": "0"
        },
        "KernelSpecs": [
          {
            "Name": "python3",
            "DisplayName": "Python 3 (MXNet 1.8 Python 3.7 GPU Optimized)"
          }
        ]
      },
      "FirstPartyImageOwner": "DLC",
      "IsVisibleInLauncher": true
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:102112518831:image/pytorch-1.10-gpu-py38",
      "AppImageUri": "763104351884.dkr.ecr.ap-northeast-1.amazonaws.com/pytorch-training:1.10.2-gpu-py38-cu113-ubuntu20.04-sagemaker-v1.1",
      "ImageMetadata": {
        "ImageDisplayName": "PyTorch 1.10 Python 3.8 (optimized for GPU)",
        "ImageDescription": "AWS Deep Learning Container for PyTorch 1.10 Python 3.8 https://docs.aws.amazon.com/dlami/latest/devguide/deep-learning-containers-images.html"
      },
      "IsGpuOptimized": true,
      "AppImageConfig": {
        "FileSystemConfig": {
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          "DefaultGid": "0"
        },
        "KernelSpecs": [
          {
            "Name": "python3",
            "DisplayName": "Python 3 (PyTorch 1.10 Python 3.8 GPU Optimized)"
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        ]
      },
      "FirstPartyImageOwner": "DLC",
      "IsVisibleInLauncher": true
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:102112518831:image/tensorflow-2.3-gpu-py37-cu110-ubuntu18.04-v3",
      "AppImageUri": "763104351884.dkr.ecr.ap-northeast-1.amazonaws.com/tensorflow-training:2.3-gpu-py37-cu110-ubuntu18.04-v3",
      "ImageMetadata": {
        "ImageDisplayName": "TensorFlow 2.3 Python 3.7 (optimized for GPU)",
        "ImageDescription": "AWS Deep Learning Container for TensorFlow 2.3 Python 3.7 https://docs.aws.amazon.com/dlami/latest/devguide/deep-learning-containers-images.html"
      },
      "IsGpuOptimized": true,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/root",
          "DefaultUid": "0",
          "DefaultGid": "0"
        },
        "KernelSpecs": [
          {
            "Name": "python3",
            "DisplayName": "Python 3 (TensorFlow 2.3 Python 3.7 GPU Optimized)"
          }
        ]
      },
      "FirstPartyImageOwner": "DLC",
      "IsVisibleInLauncher": true
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:102112518831:image/tensorflow-2.6-gpu-py38-cu112-ubuntu20.04-v1",
      "AppImageUri": "763104351884.dkr.ecr.ap-northeast-1.amazonaws.com/tensorflow-training:2.6.2-gpu-py38-cu112-ubuntu20.04-v1.5",
      "ImageMetadata": {
        "ImageDisplayName": "TensorFlow 2.6 Python 3.8 (optimized for GPU)",
        "ImageDescription": "AWS Deep Learning Container for TensorFlow 2.6 Python 3.8 https://docs.aws.amazon.com/dlami/latest/devguide/deep-learning-containers-images.html"
      },
      "IsGpuOptimized": true,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/root",
          "DefaultUid": "0",
          "DefaultGid": "0"
        },
        "KernelSpecs": [
          {
            "Name": "python3",
            "DisplayName": "Python 3 (TensorFlow 2.6 Python 3.8 GPU Optimized)"
          }
        ]
      },
      "FirstPartyImageOwner": "DLC",
      "IsVisibleInLauncher": true
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:102112518831:image/pytorch-1.4-cpu-py36",
      "AppImageUri": "763104351884.dkr.ecr.ap-northeast-1.amazonaws.com/pytorch-training@sha256:a9be3420461547ad4f289c0cedaa8c33f77845b014748c32c0835070b4956c54",
      "ImageMetadata": {
        "ImageDisplayName": "PyTorch 1.4 Python 3.6 (optimized for CPU)",
        "ImageDescription": "AWS Deep Learning Container for PyTorch 1.4 Python 3.6 https://docs.aws.amazon.com/dlami/latest/devguide/deep-learning-containers-images.html"
      },
      "IsGpuOptimized": false,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/root",
          "DefaultUid": "0",
          "DefaultGid": "0"
        },
        "KernelSpecs": [
          {
            "Name": "python3",
            "DisplayName": "Python 3 (PyTorch 1.4 Python 3.6 CPU Optimized)"
          }
        ]
      },
      "FirstPartyImageOwner": "DLC",
      "IsVisibleInLauncher": true
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:102112518831:image/looseleaf-jupyter-server-environment",
      "AppImageUri": "102112518831.dkr.ecr.ap-northeast-1.amazonaws.com/looseleaf-jupyter-server-environment:1.0",
      "ImageMetadata": {
        "ImageDisplayName": "",
        "ImageDescription": ""
      },
      "IsGpuOptimized": false,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/home/sagemaker-user",
          "DefaultUid": "1000",
          "DefaultGid": "100"
        },
        "KernelSpecs": [
          {
            "Name": "",
            "DisplayName": ""
          }
        ]
      },
      "FirstPartyImageOwner": "Studio",
      "IsVisibleInLauncher": false
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:102112518831:image/sagemaker-base-python-38",
      "AppImageUri": "102112518831.dkr.ecr.ap-northeast-1.amazonaws.com/sagemaker-base-python-38@sha256:83ca7e3f295cfdf564dbd1593eed84f13ec1c2feec5c21c9d5024c34c1915fc5",
      "ImageMetadata": {
        "ImageDisplayName": "Base Python 2.0",
        "ImageDescription": "Official Python3.8 image from DockerHub https://hub.docker.com/_/python"
      },
      "IsGpuOptimized": false,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/root",
          "DefaultUid": "0",
          "DefaultGid": "0"
        },
        "KernelSpecs": [
          {
            "Name": "python3",
            "DisplayName": "Python 3 (Base Python 2.0)"
          }
        ]
      },
      "FirstPartyImageOwner": "Studio",
      "IsVisibleInLauncher": true
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:004751856604:image/sagemaker-jumpstart-mxnet-1.0",
      "AppImageUri": "004751856604.dkr.ecr.ap-northeast-1.amazonaws.com/sagemaker-soln-studio-image-mxnet@sha256:b34d207459f35bc2e73e740fe8c5c18251e72bc9283d8510757deb9cdc4488b8",
      "ImageMetadata": {
        "ImageDisplayName": "SageMaker JumpStart MXNet 1.0",
        "ImageDescription": "Only for use with MXNet based SageMaker JumpStart Solutions"
      },
      "IsGpuOptimized": false,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/home/sagemaker-user",
          "DefaultUid": "1000",
          "DefaultGid": "100"
        },
        "KernelSpecs": [
          {
            "Name": "python3",
            "DisplayName": "Python 3 (SageMaker JumpStart MXNet 1.0)"
          }
        ]
      },
      "FirstPartyImageOwner": "Penny",
      "IsVisibleInLauncher": true
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:004751856604:image/sagemaker-jumpstart-tensorflow-1.0",
      "AppImageUri": "004751856604.dkr.ecr.ap-northeast-1.amazonaws.com/sagemaker-soln-studio-image-tensorflow@sha256:eb8a00f577ffced0aa08a5adc7b4b61e8a01ee815685bf7fbbc51ce6f60ccc59",
      "ImageMetadata": {
        "ImageDisplayName": "SageMaker JumpStart TensorFlow 1.0",
        "ImageDescription": "Only for use with TensorFlow based SageMaker JumpStart Solutions"
      },
      "IsGpuOptimized": false,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/home/sagemaker-user",
          "DefaultUid": "1000",
          "DefaultGid": "100"
        },
        "KernelSpecs": [
          {
            "Name": "python3",
            "DisplayName": "Python 3 (SageMaker JumpStart TensorFlow 1.0)"
          }
        ]
      },
      "FirstPartyImageOwner": "Penny",
      "IsVisibleInLauncher": true
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:939726916236:image/sagemaker-debugger-1.0",
      "AppImageUri": "939726916236.dkr.ecr.ap-northeast-1.amazonaws.com/eagleeye-kernel-container@sha256:d53542b8db7ca7b1b4b36563ea29fda1a9591a310df107fa48a9c44b115b6f17",
      "ImageMetadata": {
        "ImageDisplayName": "sagemaker-debugger",
        "ImageDescription": "SM debugger image"
      },
      "IsGpuOptimized": false,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/home/sagemaker-user/data",
          "DefaultUid": "1000",
          "DefaultGid": "100"
        },
        "KernelSpecs": [
          {
            "Name": "conda-root-py",
            "DisplayName": "Python-3(Sagemaker-Debugger-Kernel)"
          }
        ]
      },
      "FirstPartyImageOwner": "EagleEye",
      "IsVisibleInLauncher": false
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:004751856604:image/sagemaker-jumpstart-data-science-1.0",
      "AppImageUri": "004751856604.dkr.ecr.ap-northeast-1.amazonaws.com/sagemaker-soln-studio-image-data-science@sha256:cdf5d28b9deaf6a9cbc9521458de3477b0f7b203851fbf3155c06d963cdce7cd",
      "ImageMetadata": {
        "ImageDisplayName": "SageMaker JumpStart Data Science 1.0",
        "ImageDescription": "Only for use with Data Science based SageMaker JumpStart Solutions"
      },
      "IsGpuOptimized": false,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/home/sagemaker-user",
          "DefaultUid": "1000",
          "DefaultGid": "100"
        },
        "KernelSpecs": [
          {
            "Name": "python3",
            "DisplayName": "Python 3 (SageMaker JumpStart Data Science 1.0)"
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        ]
      },
      "FirstPartyImageOwner": "Penny",
      "IsVisibleInLauncher": true
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:102112518831:image/sagemaker-sparkmagic",
      "AppImageUri": "102112518831.dkr.ecr.ap-northeast-1.amazonaws.com/sagemaker-sparkmagic@sha256:b9cd31d39bb48981cf174b4b98e077f0058cbb6e47c0d37e2acb712036f85f53",
      "ImageMetadata": {
        "ImageDisplayName": "SparkMagic",
        "ImageDescription": "Anaconda Individual Edition with PySpark and Spark kernels. More details: https://github.com/jupyter-incubator/sparkmagic"
      },
      "IsGpuOptimized": false,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/root",
          "DefaultUid": "0",
          "DefaultGid": "0"
        },
        "KernelSpecs": [
          {
            "Name": "pysparkkernel",
            "DisplayName": "PySpark (SparkMagic)"
          },
          {
            "Name": "sparkkernel",
            "DisplayName": "Spark (SparkMagic)"
          }
        ]
      },
      "FirstPartyImageOwner": "Studio",
      "IsVisibleInLauncher": true
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:102112518831:image/sagemaker-data-science-38",
      "AppImageUri": "102112518831.dkr.ecr.ap-northeast-1.amazonaws.com/sagemaker-data-science-38@sha256:6e158dbe7610e614f5f2fd1d46b518ba6449358db5d2e6e473a3906377140f95",
      "ImageMetadata": {
        "ImageDisplayName": "Data Science 2.0",
        "ImageDescription": "Anaconda Individual Edition https://www.anaconda.com/distribution/"
      },
      "IsGpuOptimized": false,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/root",
          "DefaultUid": "0",
          "DefaultGid": "0"
        },
        "KernelSpecs": [
          {
            "Name": "python3",
            "DisplayName": "Python 3 (Data Science 2.0)"
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        ]
      },
      "FirstPartyImageOwner": "Studio",
      "IsVisibleInLauncher": true
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:004751856604:image/sagemaker-jumpstart-pytorch-1.0",
      "AppImageUri": "004751856604.dkr.ecr.ap-northeast-1.amazonaws.com/sagemaker-soln-studio-image-pytorch@sha256:b588d2eca59aa1b3031d6aca9b7f2c7f25b16dfbbf66b9c36d3ef7848359cc8f",
      "ImageMetadata": {
        "ImageDisplayName": "SageMaker JumpStart PyTorch 1.0",
        "ImageDescription": "Only for use with PyTorch based SageMaker JumpStart Solutions"
      },
      "IsGpuOptimized": false,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/home/sagemaker-user",
          "DefaultUid": "1000",
          "DefaultGid": "100"
        },
        "KernelSpecs": [
          {
            "Name": "python3",
            "DisplayName": "Python 3 (SageMaker JumpStart PyTorch 1.0)"
          }
        ]
      },
      "FirstPartyImageOwner": "Penny",
      "IsVisibleInLauncher": true
    },
    {
      "ImageOrVersionArn": "arn:aws:sagemaker:ap-northeast-1:649008135260:image/sagemaker-data-wrangler-1.0",
      "AppImageUri": "649008135260.dkr.ecr.ap-northeast-1.amazonaws.com/sagemaker-data-wrangler-container@sha256:07c187436eefc99be83e6b528e6a3efb732cf14bd3344de0f980be1f0f5c6d42",
      "ImageMetadata": {
        "ImageDisplayName": "sagemaker-data-wrangler",
        "ImageDescription": "SM data wrangler image"
      },
      "IsGpuOptimized": false,
      "AppImageConfig": {
        "FileSystemConfig": {
          "MountPath": "/home/sagemaker-user/data",
          "DefaultUid": "1000",
          "DefaultGid": "100"
        },
        "KernelSpecs": [
          {
            "Name": "python3",
            "DisplayName": "Python3-(sagemaker_data_wrangler-ml.m5.4xlarge)"
          }
        ]
      },
      "FirstPartyImageOwner": "Mohave",
      "IsVisibleInLauncher": false
    }
  ]
}

  1. デフォルトで使用可能なコンテナイメージのリストはこちら ↩

  2. それっぽい表なんだけどなんか違うのはこちら ↩

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