Docker Registry Paths and Example Code for China (Beijing) (cn-north-1) - Amazon SageMaker
Amazon Web Services 文档中描述的 Amazon Web Services 服务或功能可能因区域而异。要查看适用于中国区域的差异,请参阅中国的 Amazon Web Services 服务入门

本文属于机器翻译版本。若本译文内容与英语原文存在差异,则一律以英文原文为准。

Docker Registry Paths and Example Code for China (Beijing) (cn-north-1)

The following topics list parameters for each of the algorithms and deep learning containers in this region provided by Amazon SageMaker.

BlazingText (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='blazingtext',region='cn-north-1')
注册表路径 Version Job types (image scope)
390948362332.dkr.ecr.cn-north-1.amazonaws.com.cn/blazingtext:<tag> 1 inference, training

Chainer (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='chainer',region='cn-north-1',version='5.0.0',py_version='py3',image_scope='inference',instance_type='ml.c5.4xlarge')
注册表路径 Version Job types (image scope) Processor types Python versions
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-chainer:<tag> 4.0.0 inference, training CPU, GPU py2, py3
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-chainer:<tag> 4.1.0 inference, training CPU, GPU py2, py3
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-chainer:<tag> 5.0.0 inference, training CPU, GPU py2, py3

Clarify (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='clarify',region='cn-north-1',version='1.0',image_scope='processing')
注册表路径 Version Job types (image scope)
122526803553.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-clarify-processing:<tag> 1.0 processing

Data Wrangler (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='data-wrangler',region='cn-north-1')
注册表路径 Version Job types (image scope)
245909111842.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-data-wrangler-container:<tag> 1.x processing

Debugger (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='debugger',region='cn-north-1')
注册表路径 Version Job types (image scope)
618459771430.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-debugger-rules:<tag> latest debugger

DeepAR Forecasting (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='forecasting-deepar',region='cn-north-1')
注册表路径 Version Job types (image scope)
390948362332.dkr.ecr.cn-north-1.amazonaws.com.cn/forecasting-deepar:<tag> 1 inference, training

Factorization Machines (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='factorization-machines',region='cn-north-1')
注册表路径 Version Job types (image scope)
390948362332.dkr.ecr.cn-north-1.amazonaws.com.cn/factorization-machines:<tag> 1 inference, training

Hugging Face (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='huggingface',region='cn-north-1',version='4.4.2',image_scope='training',base_framework_version='tensorflow2.4.1')
注册表路径 Version Job types (image scope)
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/huggingface-pytorch-training:<tag> 4.4.2 training
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/huggingface-pytorch-training:<tag> 4.5.0 training
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/huggingface-tensorflow-training:<tag> 4.4.2 training
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/huggingface-tensorflow-training:<tag> 4.5.0 training

IP Insights (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='ipinsights',region='cn-north-1')
注册表路径 Version Job types (image scope)
390948362332.dkr.ecr.cn-north-1.amazonaws.com.cn/ipinsights:<tag> 1 inference, training

Image classification (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='image-classification',region='cn-north-1')
注册表路径 Version Job types (image scope)
390948362332.dkr.ecr.cn-north-1.amazonaws.com.cn/image-classification:<tag> 1 inference, training

Inferentia MXNet (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='inferentia-mxnet',region='cn-north-1',version='1.5.1',instance_type='ml.inf1.6xlarge')
注册表路径 Version Job types (image scope) Processor types Python versions
472730292857.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-neo-mxnet:<tag> 1.5.1 inference inf py3

Inferentia PyTorch (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='inferentia-pytorch',region='cn-north-1',version='1.5.1',py_version='py3')
注册表路径 Version Job types (image scope) Processor types Python versions
472730292857.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-neo-pytorch:<tag> 1.5.1 inference inf py3

K-Means (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='kmeans',region='cn-north-1')
注册表路径 Version Job types (image scope)
390948362332.dkr.ecr.cn-north-1.amazonaws.com.cn/kmeans:<tag> 1 inference, training

KNN (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='knn',region='cn-north-1')
注册表路径 Version Job types (image scope)
390948362332.dkr.ecr.cn-north-1.amazonaws.com.cn/knn:<tag> 1 inference, training

Linear Learner (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='linear-learner',region='cn-north-1')
注册表路径 Version Job types (image scope)
390948362332.dkr.ecr.cn-north-1.amazonaws.com.cn/linear-learner:<tag> 1 inference, training

MXNet (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='mxnet',region='cn-north-1',version='1.4.1',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge')
注册表路径 Version Job types (image scope) Processor types Python versions
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-mxnet-eia:<tag> 1.3.0 eia CPU py2, py3
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-mxnet-serving-eia:<tag> 1.4.0 eia CPU py2, py3
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-mxnet-serving:<tag> 1.4.0 inference CPU, GPU py2, py3
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-mxnet-serving:<tag> 1.4.1 inference CPU, GPU py2
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-mxnet:<tag> 0.12.1 inference CPU, GPU py2, py3
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-mxnet:<tag> 0.12.1 training CPU, GPU py2, py3
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-mxnet:<tag> 1.0.0 inference CPU, GPU py2, py3
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-mxnet:<tag> 1.0.0 training CPU, GPU py2, py3
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-mxnet:<tag> 1.1.0 inference CPU, GPU py2, py3
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-mxnet:<tag> 1.1.0 training CPU, GPU py2, py3
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-mxnet:<tag> 1.2.1 inference CPU, GPU py2, py3
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-mxnet:<tag> 1.2.1 training CPU, GPU py2, py3
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-mxnet:<tag> 1.3.0 inference CPU, GPU py2, py3
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-mxnet:<tag> 1.3.0 training CPU, GPU py2, py3
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-mxnet:<tag> 1.4.0 training CPU, GPU py2, py3
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-mxnet:<tag> 1.4.1 training CPU, GPU py2
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/mxnet-inference-eia:<tag> 1.4.1 eia CPU py2, py3
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/mxnet-inference-eia:<tag> 1.5.1 eia CPU py2, py3
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/mxnet-inference-eia:<tag> 1.7.0 eia CPU py3
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/mxnet-inference:<tag> 1.4.1 inference CPU, GPU py3
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/mxnet-inference:<tag> 1.6.0 inference CPU, GPU py2, py3
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/mxnet-inference:<tag> 1.7.0 inference CPU, GPU py3
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/mxnet-inference:<tag> 1.8.0 inference CPU, GPU py37
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/mxnet-training:<tag> 1.4.1 training CPU, GPU py3
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/mxnet-training:<tag> 1.6.0 training CPU, GPU py2, py3
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/mxnet-training:<tag> 1.7.0 training CPU, GPU py3
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/mxnet-training:<tag> 1.8.0 training CPU, GPU py37

MXNet Coach (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='coach-mxnet',region='cn-north-1',version='0.11',py_version='py3',image_scope='training',instance_type='ml.c5.4xlarge')
注册表路径 Version Job types (image scope) Processor types Python versions
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-rl-mxnet:coach0.11-<tag> 0.11 training CPU, GPU py3
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-rl-mxnet:coach0.11.0-<tag> 0.11.0 training CPU, GPU py3

Model Monitor (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='model-monitor',region='cn-north-1')
注册表路径 Version Job types (image scope)
453000072557.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-model-monitor-analyzer:<tag> monitoring

NTM (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='ntm',region='cn-north-1')
注册表路径 Version Job types (image scope)
390948362332.dkr.ecr.cn-north-1.amazonaws.com.cn/ntm:<tag> 1 inference, training

Neo Image Classification (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='image-classification-neo',region='cn-north-1')
注册表路径 Version Job types (image scope)
472730292857.dkr.ecr.cn-north-1.amazonaws.com.cn/image-classification-neo:<tag> latest inference

Neo MXNet (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='neo-mxnet',region='cn-north-1',version='1.8',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge')
注册表路径 Version Job types (image scope) Processor types Python versions
472730292857.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-inference-mxnet:<tag> 1.8 inference CPU, GPU py3

Neo PyTorch (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='neo-pytorch',region='cn-north-1',version='1.6',image_scope='inference',instance_type='ml.c5.4xlarge')
注册表路径 Version Job types (image scope) Processor types Python versions
472730292857.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-inference-pytorch:<tag> 1.4 inference CPU, GPU py3
472730292857.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-inference-pytorch:<tag> 1.5 inference CPU, GPU py3
472730292857.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-inference-pytorch:<tag> 1.6 inference CPU, GPU py3

Neo Tensorflow (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='neo-tensorflow',region='cn-north-1',version='1.15.3',py_version='py3',instance_type='ml.c5.4xlarge')
注册表路径 Version Job types (image scope) Processor types Python versions
472730292857.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-inference-tensorflow:<tag> 1.15.3 inference CPU, GPU py3

Neo XGBoost (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='xgboost-neo',region='cn-north-1')
注册表路径 Version Job types (image scope)
472730292857.dkr.ecr.cn-north-1.amazonaws.com.cn/xgboost-neo:<tag> latest inference

Object Detection (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='object-detection',region='cn-north-1')
注册表路径 Version Job types (image scope)
390948362332.dkr.ecr.cn-north-1.amazonaws.com.cn/object-detection:<tag> 1 inference, training

Object2Vec (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='object2vec',region='cn-north-1')
注册表路径 Version Job types (image scope)
390948362332.dkr.ecr.cn-north-1.amazonaws.com.cn/object2vec:<tag> 1 inference, training

PCA (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='pca',region='cn-north-1')
注册表路径 Version Job types (image scope)
390948362332.dkr.ecr.cn-north-1.amazonaws.com.cn/pca:<tag> 1 inference, training

PyTorch (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='pytorch',region='cn-north-1',version='1.8.0',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge')
注册表路径 Version Job types (image scope) Processor types Python versions
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-pytorch:<tag> 0.4.0 inference CPU, GPU py2, py3
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-pytorch:<tag> 0.4.0 training CPU, GPU py2, py3
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-pytorch:<tag> 1.0.0 inference CPU, GPU py2, py3
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-pytorch:<tag> 1.0.0 training CPU, GPU py2, py3
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-pytorch:<tag> 1.1.0 inference CPU, GPU py2, py3
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-pytorch:<tag> 1.1.0 training CPU, GPU py2, py3
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/pytorch-inference-eia:<tag> 1.3.1 eia CPU py3
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/pytorch-inference:<tag> 1.2.0 inference CPU, GPU py2, py3
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/pytorch-inference:<tag> 1.3.1 inference CPU, GPU py2, py3
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/pytorch-inference:<tag> 1.4.0 inference CPU, GPU py3
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/pytorch-inference:<tag> 1.5.0 inference CPU, GPU py3
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/pytorch-inference:<tag> 1.6.0 inference CPU, GPU py3, py36
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/pytorch-inference:<tag> 1.7.1 inference CPU, GPU py3, py36
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/pytorch-inference:<tag> 1.8.0 inference CPU, GPU py3, py36
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/pytorch-inference:<tag> 1.8.1 inference CPU, GPU py3, py36
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/pytorch-training:<tag> 1.2.0 training CPU, GPU py2, py3
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/pytorch-training:<tag> 1.3.1 training CPU, GPU py2, py3
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/pytorch-training:<tag> 1.4.0 training CPU, GPU py2, py3
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/pytorch-training:<tag> 1.5.0 training CPU, GPU py3
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/pytorch-training:<tag> 1.6.0 training CPU, GPU py3, py36
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/pytorch-training:<tag> 1.7.1 training CPU, GPU py3, py36
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/pytorch-training:<tag> 1.8.0 training CPU, GPU py3, py36
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/pytorch-training:<tag> 1.8.1 training CPU, GPU py3, py36

Random Cut Forest (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='randomcutforest',region='cn-north-1')
注册表路径 Version Job types (image scope)
390948362332.dkr.ecr.cn-north-1.amazonaws.com.cn/randomcutforest:<tag> 1 inference, training

Scikit-learn (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='sklearn',region='cn-north-1',version='0.23-1',image_scope='inference')
注册表路径 Version Job types (image scope)
450853457545.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-scikit-learn:<tag> 0.20.0 inference, training
450853457545.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-scikit-learn:<tag> 0.23-1 inference, training

Semantic Segmentation (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='semantic-segmentation',region='cn-north-1')
注册表路径 Version Job types (image scope)
390948362332.dkr.ecr.cn-north-1.amazonaws.com.cn/semantic-segmentation:<tag> 1 inference, training

Seq2Seq (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='seq2seq',region='cn-north-1')
注册表路径 Version Job types (image scope)
390948362332.dkr.ecr.cn-north-1.amazonaws.com.cn/seq2seq:<tag> 1 inference, training

Spark (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='spark',region='cn-north-1',version='3.0',image_scope='processing')
注册表路径 Version Job types (image scope)
671472414489.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-spark-processing:<tag> 2.4 processing
671472414489.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-spark-processing:<tag> 3.0 processing

SparkML Serving (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='sparkml-serving',region='cn-north-1',version='2.4')
注册表路径 Version Job types (image scope)
450853457545.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-sparkml-serving:<tag> 2.2 inference
450853457545.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-sparkml-serving:<tag> 2.4 inference

Tensorflow (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='tensorflow',region='cn-north-1',version='1.12.0',image_scope='inference',instance_type='ml.c5.4xlarge')
注册表路径 Version Job types (image scope) Processor types Python versions
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-tensorflow-eia:<tag> 1.10.0 eia CPU py2
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-tensorflow-scriptmode:<tag> 1.11.0 training CPU, GPU py2, py3
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-tensorflow-scriptmode:<tag> 1.12.0 training CPU, GPU py2, py3
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-tensorflow-scriptmode:<tag> 1.13.1 training CPU, GPU py2
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-tensorflow-serving-eia:<tag> 1.11.0 eia CPU -
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-tensorflow-serving-eia:<tag> 1.12.0 eia CPU -
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-tensorflow-serving-eia:<tag> 1.13.0 eia CPU -
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-tensorflow-serving:<tag> 1.11.0 inference CPU, GPU -
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-tensorflow-serving:<tag> 1.12.0 inference CPU, GPU -
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-tensorflow:<tag> 1.10.0 inference CPU, GPU py2
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-tensorflow:<tag> 1.10.0 training CPU, GPU py2
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-tensorflow:<tag> 1.4.1 inference CPU, GPU py2
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-tensorflow:<tag> 1.4.1 training CPU, GPU py2
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-tensorflow:<tag> 1.5.0 inference CPU, GPU py2
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-tensorflow:<tag> 1.5.0 training CPU, GPU py2
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-tensorflow:<tag> 1.6.0 inference CPU, GPU py2
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-tensorflow:<tag> 1.6.0 training CPU, GPU py2
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-tensorflow:<tag> 1.7.0 inference CPU, GPU py2
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-tensorflow:<tag> 1.7.0 training CPU, GPU py2
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-tensorflow:<tag> 1.8.0 inference CPU, GPU py2
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-tensorflow:<tag> 1.8.0 training CPU, GPU py2
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-tensorflow:<tag> 1.9.0 inference CPU, GPU py2
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-tensorflow:<tag> 1.9.0 training CPU, GPU py2
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-inference-eia:<tag> 1.14.0 eia CPU -
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-inference-eia:<tag> 1.15.0 eia CPU -
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-inference-eia:<tag> 2.0.0 eia CPU -
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-inference-eia:<tag> 2.3.0 eia CPU -
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-inference:<tag> 1.13.0 inference CPU, GPU -
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-inference:<tag> 1.14.0 inference CPU, GPU -
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-inference:<tag> 1.15.0 inference CPU, GPU -
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-inference:<tag> 1.15.2 inference CPU, GPU -
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-inference:<tag> 1.15.3 inference CPU, GPU -
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-inference:<tag> 1.15.4 inference CPU, GPU -
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-inference:<tag> 1.15.5 inference CPU, GPU -
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.0.0 inference CPU, GPU -
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.0.1 inference CPU, GPU -
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.0.2 inference CPU, GPU -
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.0.3 inference CPU, GPU -
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.0.4 inference CPU, GPU -
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.1.0 inference CPU, GPU -
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.1.1 inference CPU, GPU -
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.1.2 inference CPU, GPU -
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.1.3 inference CPU, GPU -
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.2.0 inference CPU, GPU -
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.2.1 inference CPU, GPU -
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.2.2 inference CPU, GPU -
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.3.0 inference CPU, GPU -
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.3.1 inference CPU, GPU -
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.3.2 inference CPU, GPU -
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.4.1 inference CPU, GPU -
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-training:<tag> 1.13.1 training CPU, GPU py3
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-training:<tag> 1.14.0 training CPU, GPU py2, py3
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-training:<tag> 1.15.0 training CPU, GPU py2, py3
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-training:<tag> 1.15.2 training CPU, GPU py2, py3, py37
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-training:<tag> 1.15.3 training CPU, GPU py2, py3, py37
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-training:<tag> 1.15.4 training CPU, GPU py3, py36, py37
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-training:<tag> 1.15.5 training CPU, GPU py3, py36, py37
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-training:<tag> 2.0.0 training CPU, GPU py2, py3
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-training:<tag> 2.0.1 training CPU, GPU py2, py3
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-training:<tag> 2.0.2 training CPU, GPU py2, py3
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-training:<tag> 2.0.3 training CPU, GPU py3
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-training:<tag> 2.0.4 training CPU, GPU py3
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-training:<tag> 2.1.0 training CPU, GPU py2, py3
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-training:<tag> 2.1.1 training CPU, GPU py2, py3
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-training:<tag> 2.1.2 training CPU, GPU py3
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-training:<tag> 2.1.3 training CPU, GPU py3
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-training:<tag> 2.2.0 training CPU, GPU py37
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-training:<tag> 2.2.1 training CPU, GPU py37
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-training:<tag> 2.2.2 training CPU, GPU py37
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-training:<tag> 2.3.0 training CPU, GPU py37
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-training:<tag> 2.3.1 training CPU, GPU py37
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-training:<tag> 2.3.2 training CPU, GPU py37
727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/tensorflow-training:<tag> 2.4.1 training CPU, GPU py37

Tensorflow Coach (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='coach-tensorflow',region='cn-north-1',version='1.0.0',image_scope='training',instance_type='ml.c5.4xlarge')
注册表路径 Version Job types (image scope) Processor types Python versions
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-rl-tensorflow:coach0.10-<tag> 0.10 training CPU, GPU py3
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-rl-tensorflow:coach0.10.1-<tag> 0.10.1 training CPU, GPU py3
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-rl-tensorflow:coach0.11-<tag> 0.11 training CPU, GPU py3
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-rl-tensorflow:coach0.11.0-<tag> 0.11.0 training CPU, GPU py3
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-rl-tensorflow:coach0.11.1-<tag> 0.11.1 training CPU, GPU py3

Tensorflow Inferentia (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='inferentia-tensorflow',region='cn-north-1',version='1.15.0',instance_type='ml.inf1.6xlarge')
注册表路径 Version Job types (image scope) Processor types Python versions
472730292857.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-neo-tensorflow:<tag> 1.15.0 inference inf py3

Tensorflow Ray (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='ray-tensorflow',region='cn-north-1',version='0.8.5',instance_type='ml.c5.4xlarge')
注册表路径 Version Job types (image scope) Processor types Python versions
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-rl-tensorflow:ray0.5-<tag> 0.5 training CPU, GPU py3
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-rl-tensorflow:ray0.5.3-<tag> 0.5.3 training CPU, GPU py3
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-rl-tensorflow:ray0.6-<tag> 0.6 training CPU, GPU py3
422961961927.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-rl-tensorflow:ray0.6.5-<tag> 0.6.5 training CPU, GPU py3

XGBoost (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='xgboost',region='cn-north-1',version='1.2-1')
注册表路径 Version Job types (image scope)
390948362332.dkr.ecr.cn-north-1.amazonaws.com.cn/xgboost:<tag> 1 inference, training
450853457545.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-xgboost:<tag> 0.90-1 inference, training
450853457545.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-xgboost:<tag> 0.90-2 inference, training
450853457545.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-xgboost:<tag> 1.0-1 inference, training
450853457545.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-xgboost:<tag> 1.2-1 inference, training
450853457545.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-xgboost:<tag> 1.2-2 inference, training
450853457545.dkr.ecr.cn-north-1.amazonaws.com.cn/sagemaker-xgboost:<tag> 1.3-1 inference, training