Docker Registry Paths and Example Code for Asia Pacific (Sydney) (ap-southeast-2) - Amazon SageMaker
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Docker Registry Paths and Example Code for Asia Pacific (Sydney) (ap-southeast-2)

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='ap-southeast-2')
注册表路径 Version Job types (image scope)
544295431143.dkr.ecr.ap-southeast-2.amazonaws.com/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='ap-southeast-2',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
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-chainer:<tag> 4.0.0 inference, training CPU, GPU py2, py3
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-chainer:<tag> 4.1.0 inference, training CPU, GPU py2, py3
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/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='ap-southeast-2',version='1.0',image_scope='processing')
注册表路径 Version Job types (image scope)
007051062584.dkr.ecr.ap-southeast-2.amazonaws.com/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='ap-southeast-2')
注册表路径 Version Job types (image scope)
422173101802.dkr.ecr.ap-southeast-2.amazonaws.com/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='ap-southeast-2')
注册表路径 Version Job types (image scope)
184798709955.dkr.ecr.ap-southeast-2.amazonaws.com/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='ap-southeast-2')
注册表路径 Version Job types (image scope)
514117268639.dkr.ecr.ap-southeast-2.amazonaws.com/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='ap-southeast-2')
注册表路径 Version Job types (image scope)
712309505854.dkr.ecr.ap-southeast-2.amazonaws.com/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='ap-southeast-2',version='4.4.2',image_scope='training',base_framework_version='tensorflow2.4.1')
注册表路径 Version Job types (image scope)
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/huggingface-pytorch-training:<tag> 4.4.2 training
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/huggingface-pytorch-training:<tag> 4.5.0 training
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/huggingface-tensorflow-training:<tag> 4.4.2 training
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/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='ap-southeast-2')
注册表路径 Version Job types (image scope)
712309505854.dkr.ecr.ap-southeast-2.amazonaws.com/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='ap-southeast-2')
注册表路径 Version Job types (image scope)
544295431143.dkr.ecr.ap-southeast-2.amazonaws.com/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='ap-southeast-2',version='1.5.1',instance_type='ml.inf1.6xlarge')
注册表路径 Version Job types (image scope) Processor types Python versions
355873309152.dkr.ecr.ap-southeast-2.amazonaws.com/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='ap-southeast-2',version='1.5.1',py_version='py3')
注册表路径 Version Job types (image scope) Processor types Python versions
355873309152.dkr.ecr.ap-southeast-2.amazonaws.com/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='ap-southeast-2')
注册表路径 Version Job types (image scope)
712309505854.dkr.ecr.ap-southeast-2.amazonaws.com/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='ap-southeast-2')
注册表路径 Version Job types (image scope)
712309505854.dkr.ecr.ap-southeast-2.amazonaws.com/knn:<tag> 1 inference, training

LDA (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='lda',region='ap-southeast-2')
注册表路径 Version Job types (image scope)
297031611018.dkr.ecr.ap-southeast-2.amazonaws.com/lda:<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='ap-southeast-2')
注册表路径 Version Job types (image scope)
712309505854.dkr.ecr.ap-southeast-2.amazonaws.com/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='ap-southeast-2',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
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-mxnet-eia:<tag> 1.3.0 eia CPU py2, py3
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-mxnet-serving-eia:<tag> 1.4.0 eia CPU py2, py3
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-mxnet-serving:<tag> 1.4.0 inference CPU, GPU py2, py3
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-mxnet-serving:<tag> 1.4.1 inference CPU, GPU py2
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-mxnet:<tag> 0.12.1 inference CPU, GPU py2, py3
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-mxnet:<tag> 0.12.1 training CPU, GPU py2, py3
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-mxnet:<tag> 1.0.0 inference CPU, GPU py2, py3
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-mxnet:<tag> 1.0.0 training CPU, GPU py2, py3
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-mxnet:<tag> 1.1.0 inference CPU, GPU py2, py3
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-mxnet:<tag> 1.1.0 training CPU, GPU py2, py3
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-mxnet:<tag> 1.2.1 inference CPU, GPU py2, py3
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-mxnet:<tag> 1.2.1 training CPU, GPU py2, py3
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-mxnet:<tag> 1.3.0 inference CPU, GPU py2, py3
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-mxnet:<tag> 1.3.0 training CPU, GPU py2, py3
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-mxnet:<tag> 1.4.0 training CPU, GPU py2, py3
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-mxnet:<tag> 1.4.1 training CPU, GPU py2
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/mxnet-inference-eia:<tag> 1.4.1 eia CPU py2, py3
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/mxnet-inference-eia:<tag> 1.5.1 eia CPU py2, py3
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/mxnet-inference-eia:<tag> 1.7.0 eia CPU py3
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/mxnet-inference:<tag> 1.4.1 inference CPU, GPU py3
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/mxnet-inference:<tag> 1.6.0 inference CPU, GPU py2, py3
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/mxnet-inference:<tag> 1.7.0 inference CPU, GPU py3
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/mxnet-inference:<tag> 1.8.0 inference CPU, GPU py37
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/mxnet-training:<tag> 1.4.1 training CPU, GPU py3
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/mxnet-training:<tag> 1.6.0 training CPU, GPU py2, py3
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/mxnet-training:<tag> 1.7.0 training CPU, GPU py3
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/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='ap-southeast-2',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
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-rl-mxnet:coach0.11-<tag> 0.11 training CPU, GPU py3
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/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='ap-southeast-2')
注册表路径 Version Job types (image scope)
563025443158.dkr.ecr.ap-southeast-2.amazonaws.com/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='ap-southeast-2')
注册表路径 Version Job types (image scope)
712309505854.dkr.ecr.ap-southeast-2.amazonaws.com/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='ap-southeast-2')
注册表路径 Version Job types (image scope)
355873309152.dkr.ecr.ap-southeast-2.amazonaws.com/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='ap-southeast-2',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
355873309152.dkr.ecr.ap-southeast-2.amazonaws.com/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='ap-southeast-2',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
355873309152.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.4 inference CPU, GPU py3
355873309152.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.5 inference CPU, GPU py3
355873309152.dkr.ecr.ap-southeast-2.amazonaws.com/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='ap-southeast-2',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
355873309152.dkr.ecr.ap-southeast-2.amazonaws.com/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='ap-southeast-2')
注册表路径 Version Job types (image scope)
355873309152.dkr.ecr.ap-southeast-2.amazonaws.com/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='ap-southeast-2')
注册表路径 Version Job types (image scope)
544295431143.dkr.ecr.ap-southeast-2.amazonaws.com/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='ap-southeast-2')
注册表路径 Version Job types (image scope)
712309505854.dkr.ecr.ap-southeast-2.amazonaws.com/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='ap-southeast-2')
注册表路径 Version Job types (image scope)
712309505854.dkr.ecr.ap-southeast-2.amazonaws.com/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='ap-southeast-2',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
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-pytorch:<tag> 0.4.0 inference CPU, GPU py2, py3
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-pytorch:<tag> 0.4.0 training CPU, GPU py2, py3
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-pytorch:<tag> 1.0.0 inference CPU, GPU py2, py3
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-pytorch:<tag> 1.0.0 training CPU, GPU py2, py3
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-pytorch:<tag> 1.1.0 inference CPU, GPU py2, py3
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-pytorch:<tag> 1.1.0 training CPU, GPU py2, py3
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/pytorch-inference-eia:<tag> 1.3.1 eia CPU py3
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/pytorch-inference:<tag> 1.2.0 inference CPU, GPU py2, py3
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/pytorch-inference:<tag> 1.3.1 inference CPU, GPU py2, py3
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/pytorch-inference:<tag> 1.4.0 inference CPU, GPU py3
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/pytorch-inference:<tag> 1.5.0 inference CPU, GPU py3
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/pytorch-inference:<tag> 1.6.0 inference CPU, GPU py3, py36
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/pytorch-inference:<tag> 1.7.1 inference CPU, GPU py3, py36
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/pytorch-inference:<tag> 1.8.0 inference CPU, GPU py3, py36
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/pytorch-inference:<tag> 1.8.1 inference CPU, GPU py3, py36
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/pytorch-training:<tag> 1.2.0 training CPU, GPU py2, py3
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/pytorch-training:<tag> 1.3.1 training CPU, GPU py2, py3
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/pytorch-training:<tag> 1.4.0 training CPU, GPU py2, py3
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/pytorch-training:<tag> 1.5.0 training CPU, GPU py3
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/pytorch-training:<tag> 1.6.0 training CPU, GPU py3, py36
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/pytorch-training:<tag> 1.7.1 training CPU, GPU py3, py36
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/pytorch-training:<tag> 1.8.0 training CPU, GPU py3, py36
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/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='ap-southeast-2')
注册表路径 Version Job types (image scope)
712309505854.dkr.ecr.ap-southeast-2.amazonaws.com/randomcutforest:<tag> 1 inference, training

Ray PyTorch (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='ray-pytorch',region='ap-southeast-2',version='0.8.5',instance_type='ml.c5.4xlarge')
注册表路径 Version Job types (image scope) Processor types Python versions
462105765813.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-rl-ray-container:ray-0.8.5-torch-<tag> 0.8.5 training CPU, GPU py36

Scikit-learn (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='sklearn',region='ap-southeast-2',version='0.23-1',image_scope='inference')
注册表路径 Version Job types (image scope)
783357654285.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-scikit-learn:<tag> 0.20.0 inference, training
783357654285.dkr.ecr.ap-southeast-2.amazonaws.com/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='ap-southeast-2')
注册表路径 Version Job types (image scope)
544295431143.dkr.ecr.ap-southeast-2.amazonaws.com/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='ap-southeast-2')
注册表路径 Version Job types (image scope)
544295431143.dkr.ecr.ap-southeast-2.amazonaws.com/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='ap-southeast-2',version='3.0',image_scope='processing')
注册表路径 Version Job types (image scope)
440695851116.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-spark-processing:<tag> 2.4 processing
440695851116.dkr.ecr.ap-southeast-2.amazonaws.com/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='ap-southeast-2',version='2.4')
注册表路径 Version Job types (image scope)
783357654285.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-sparkml-serving:<tag> 2.2 inference
783357654285.dkr.ecr.ap-southeast-2.amazonaws.com/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='ap-southeast-2',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
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-tensorflow-eia:<tag> 1.10.0 eia CPU py2
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-tensorflow-scriptmode:<tag> 1.11.0 training CPU, GPU py2, py3
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-tensorflow-scriptmode:<tag> 1.12.0 training CPU, GPU py2, py3
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-tensorflow-scriptmode:<tag> 1.13.1 training CPU, GPU py2
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-tensorflow-serving-eia:<tag> 1.11.0 eia CPU -
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-tensorflow-serving-eia:<tag> 1.12.0 eia CPU -
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-tensorflow-serving-eia:<tag> 1.13.0 eia CPU -
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-tensorflow-serving:<tag> 1.11.0 inference CPU, GPU -
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-tensorflow-serving:<tag> 1.12.0 inference CPU, GPU -
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-tensorflow:<tag> 1.10.0 inference CPU, GPU py2
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-tensorflow:<tag> 1.10.0 training CPU, GPU py2
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-tensorflow:<tag> 1.4.1 inference CPU, GPU py2
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-tensorflow:<tag> 1.4.1 training CPU, GPU py2
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-tensorflow:<tag> 1.5.0 inference CPU, GPU py2
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-tensorflow:<tag> 1.5.0 training CPU, GPU py2
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-tensorflow:<tag> 1.6.0 inference CPU, GPU py2
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-tensorflow:<tag> 1.6.0 training CPU, GPU py2
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-tensorflow:<tag> 1.7.0 inference CPU, GPU py2
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-tensorflow:<tag> 1.7.0 training CPU, GPU py2
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-tensorflow:<tag> 1.8.0 inference CPU, GPU py2
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-tensorflow:<tag> 1.8.0 training CPU, GPU py2
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-tensorflow:<tag> 1.9.0 inference CPU, GPU py2
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-tensorflow:<tag> 1.9.0 training CPU, GPU py2
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-inference-eia:<tag> 1.14.0 eia CPU -
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-inference-eia:<tag> 1.15.0 eia CPU -
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-inference-eia:<tag> 2.0.0 eia CPU -
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-inference-eia:<tag> 2.3.0 eia CPU -
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-inference:<tag> 1.13.0 inference CPU, GPU -
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-inference:<tag> 1.14.0 inference CPU, GPU -
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-inference:<tag> 1.15.0 inference CPU, GPU -
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-inference:<tag> 1.15.2 inference CPU, GPU -
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-inference:<tag> 1.15.3 inference CPU, GPU -
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-inference:<tag> 1.15.4 inference CPU, GPU -
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-inference:<tag> 1.15.5 inference CPU, GPU -
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-inference:<tag> 2.0.0 inference CPU, GPU -
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-inference:<tag> 2.0.1 inference CPU, GPU -
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-inference:<tag> 2.0.2 inference CPU, GPU -
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-inference:<tag> 2.0.3 inference CPU, GPU -
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-inference:<tag> 2.0.4 inference CPU, GPU -
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-inference:<tag> 2.1.0 inference CPU, GPU -
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-inference:<tag> 2.1.1 inference CPU, GPU -
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-inference:<tag> 2.1.2 inference CPU, GPU -
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-inference:<tag> 2.1.3 inference CPU, GPU -
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-inference:<tag> 2.2.0 inference CPU, GPU -
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-inference:<tag> 2.2.1 inference CPU, GPU -
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-inference:<tag> 2.2.2 inference CPU, GPU -
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-inference:<tag> 2.3.0 inference CPU, GPU -
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-inference:<tag> 2.3.1 inference CPU, GPU -
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-inference:<tag> 2.3.2 inference CPU, GPU -
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-inference:<tag> 2.4.1 inference CPU, GPU -
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-training:<tag> 1.13.1 training CPU, GPU py3
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-training:<tag> 1.14.0 training CPU, GPU py2, py3
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-training:<tag> 1.15.0 training CPU, GPU py2, py3
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-training:<tag> 1.15.2 training CPU, GPU py2, py3, py37
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-training:<tag> 1.15.3 training CPU, GPU py2, py3, py37
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-training:<tag> 1.15.4 training CPU, GPU py3, py36, py37
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-training:<tag> 1.15.5 training CPU, GPU py3, py36, py37
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-training:<tag> 2.0.0 training CPU, GPU py2, py3
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-training:<tag> 2.0.1 training CPU, GPU py2, py3
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-training:<tag> 2.0.2 training CPU, GPU py2, py3
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-training:<tag> 2.0.3 training CPU, GPU py3
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-training:<tag> 2.0.4 training CPU, GPU py3
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-training:<tag> 2.1.0 training CPU, GPU py2, py3
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-training:<tag> 2.1.1 training CPU, GPU py2, py3
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-training:<tag> 2.1.2 training CPU, GPU py3
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-training:<tag> 2.1.3 training CPU, GPU py3
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-training:<tag> 2.2.0 training CPU, GPU py37
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-training:<tag> 2.2.1 training CPU, GPU py37
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-training:<tag> 2.2.2 training CPU, GPU py37
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-training:<tag> 2.3.0 training CPU, GPU py37
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-training:<tag> 2.3.1 training CPU, GPU py37
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/tensorflow-training:<tag> 2.3.2 training CPU, GPU py37
763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/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='ap-southeast-2',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
462105765813.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-rl-coach-container:coach-1.0.0-tf-<tag> 1.0.0 training CPU, GPU py3
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-rl-tensorflow:coach0.10-<tag> 0.10 training CPU, GPU py3
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-rl-tensorflow:coach0.10.1-<tag> 0.10.1 training CPU, GPU py3
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-rl-tensorflow:coach0.11-<tag> 0.11 training CPU, GPU py3
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-rl-tensorflow:coach0.11.0-<tag> 0.11.0 training CPU, GPU py3
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/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='ap-southeast-2',version='1.15.0',instance_type='ml.inf1.6xlarge')
注册表路径 Version Job types (image scope) Processor types Python versions
355873309152.dkr.ecr.ap-southeast-2.amazonaws.com/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='ap-southeast-2',version='0.8.5',instance_type='ml.c5.4xlarge')
注册表路径 Version Job types (image scope) Processor types Python versions
462105765813.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-rl-ray-container:ray-0.8.2-tf-<tag> 0.8.2 training CPU, GPU py36
462105765813.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-rl-ray-container:ray-0.8.5-tf-<tag> 0.8.5 training CPU, GPU py36
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-rl-tensorflow:ray0.5-<tag> 0.5 training CPU, GPU py3
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-rl-tensorflow:ray0.5.3-<tag> 0.5.3 training CPU, GPU py3
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-rl-tensorflow:ray0.6-<tag> 0.6 training CPU, GPU py3
520713654638.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-rl-tensorflow:ray0.6.5-<tag> 0.6.5 training CPU, GPU py3

VW (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='vw',region='ap-southeast-2',version='8.7.0',image_scope='training')
注册表路径 Version Job types (image scope)
462105765813.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-rl-vw-container:vw-8.7.0-<tag> 8.7.0 training

XGBoost (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='xgboost',region='ap-southeast-2',version='1.2-1')
注册表路径 Version Job types (image scope)
544295431143.dkr.ecr.ap-southeast-2.amazonaws.com/xgboost:<tag> 1 inference, training
783357654285.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-xgboost:<tag> 0.90-1 inference, training
783357654285.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-xgboost:<tag> 0.90-2 inference, training
783357654285.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-xgboost:<tag> 1.0-1 inference, training
783357654285.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-xgboost:<tag> 1.2-1 inference, training
783357654285.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-xgboost:<tag> 1.2-2 inference, training
783357654285.dkr.ecr.ap-southeast-2.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 inference, training