Docker Registry Paths and Example Code for Asia Pacific (Hong Kong) (ap-east-1) - Amazon SageMaker ECR Paths
Services or capabilities described in Amazon Web Services documentation might vary by Region. To see the differences applicable to the China Regions, see Getting Started with Amazon Web Services in China (PDF).

Docker Registry Paths and Example Code for Asia Pacific (Hong Kong) (ap-east-1)

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

AutoGluon (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='autogluon',region='ap-east-1',image_scope='inference',version='0.4')
Registry path Version Job types (image scope)
871362719292.dkr.ecr.ap-east-1.amazonaws.com/autogluon-training:<tag> 0.7.0 training
871362719292.dkr.ecr.ap-east-1.amazonaws.com/autogluon-inference:<tag> 0.7.0 inference
871362719292.dkr.ecr.ap-east-1.amazonaws.com/autogluon-training:<tag> 0.6.2 training
871362719292.dkr.ecr.ap-east-1.amazonaws.com/autogluon-inference:<tag> 0.6.2 inference
871362719292.dkr.ecr.ap-east-1.amazonaws.com/autogluon-training:<tag> 0.6.1 training
871362719292.dkr.ecr.ap-east-1.amazonaws.com/autogluon-inference:<tag> 0.6.1 inference
871362719292.dkr.ecr.ap-east-1.amazonaws.com/autogluon-training:<tag> 0.5.2 training
871362719292.dkr.ecr.ap-east-1.amazonaws.com/autogluon-inference:<tag> 0.5.2 inference
871362719292.dkr.ecr.ap-east-1.amazonaws.com/autogluon-training:<tag> 0.4.3 training
871362719292.dkr.ecr.ap-east-1.amazonaws.com/autogluon-inference:<tag> 0.4.3 inference
871362719292.dkr.ecr.ap-east-1.amazonaws.com/autogluon-training:<tag> 0.4.2 training
871362719292.dkr.ecr.ap-east-1.amazonaws.com/autogluon-inference:<tag> 0.4.2 inference
871362719292.dkr.ecr.ap-east-1.amazonaws.com/autogluon-training:<tag> 0.4.0 training
871362719292.dkr.ecr.ap-east-1.amazonaws.com/autogluon-inference:<tag> 0.4.0 inference
871362719292.dkr.ecr.ap-east-1.amazonaws.com/autogluon-training:<tag> 0.3.2 training
871362719292.dkr.ecr.ap-east-1.amazonaws.com/autogluon-inference:<tag> 0.3.2 inference
871362719292.dkr.ecr.ap-east-1.amazonaws.com/autogluon-training:<tag> 0.3.1 training
871362719292.dkr.ecr.ap-east-1.amazonaws.com/autogluon-inference:<tag> 0.3.1 inference

BlazingText (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='blazingtext',region='ap-east-1')
Registry path Version Job types (image scope)
286214385809.dkr.ecr.ap-east-1.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-east-1',version='5.0.0',py_version='py3',image_scope='inference',instance_type='ml.c5.4xlarge')
Registry path Version Job types (image scope) Processor types Python versions
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-chainer:<tag> 5.0.0 inference, training CPU, GPU py2, py3
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-chainer:<tag> 4.1.0 inference, training CPU, GPU py2, py3
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-chainer:<tag> 4.0.0 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-east-1',version='1.0',image_scope='processing')
Registry path Version Job types (image scope)
098760798382.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-clarify-processing:<tag> 1.0 processing

DJL DeepSpeed (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='djl-deepspeed', region='us-west-2',py_version='py3',image_scope='inference')
Registry path Version Job types (image scope)
871362719292.dkr.ecr.ap-east-1.amazonaws.com/djl-inference:0.22.1-deepspeed0.8.3-cu118-<tag> 0.22.1 inference
871362719292.dkr.ecr.ap-east-1.amazonaws.com/djl-inference:0.21.0-deepspeed0.8.3-cu117-<tag> 0.21.0 inference
871362719292.dkr.ecr.ap-east-1.amazonaws.com/djl-inference:0.20.0-deepspeed0.7.5-cu116-<tag> 0.20.0 inference
871362719292.dkr.ecr.ap-east-1.amazonaws.com/djl-inference:0.19.0-deepspeed0.7.3-cu113-<tag> 0.19.0 inference

Data Wrangler (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='data-wrangler',region='ap-east-1')
Registry path Version Job types (image scope)
707077482487.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-data-wrangler-container:<tag> 2.x processing
707077482487.dkr.ecr.ap-east-1.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-east-1')
Registry path Version Job types (image scope)
199566480951.dkr.ecr.ap-east-1.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-east-1')
Registry path Version Job types (image scope)
286214385809.dkr.ecr.ap-east-1.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-east-1')
Registry path Version Job types (image scope)
286214385809.dkr.ecr.ap-east-1.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-east-1',version='4.4.2',image_scope='training',base_framework_version='tensorflow2.4.1')
Registry path Version Job types (image scope)
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.26.0 training
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.26.0 inference
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.26.0 inference
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.17.0 training
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.17.0 training
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.17.0 inference
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.17.0 inference
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.12.3 training
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.12.3 training
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.12.3 inference
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.12.3 inference
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.11.0 training
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.11.0 training
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.11.0 inference
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.11.0 inference
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.10.2 training
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.10.2 training
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.10.2 training
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.10.2 training
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.10.2 inference
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.10.2 inference
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.10.2 inference
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.10.2 inference
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 training
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 training
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 training
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.6.1 training
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.6.1 inference
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.6.1 inference
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.5.0 training
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.5.0 training
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.4.2 training
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.4.2 training

IP Insights (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='ipinsights',region='ap-east-1')
Registry path Version Job types (image scope)
286214385809.dkr.ecr.ap-east-1.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-east-1')
Registry path Version Job types (image scope)
286214385809.dkr.ecr.ap-east-1.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-east-1',version='1.5.1',instance_type='ml.inf1.6xlarge')
Registry path Version Job types (image scope) Processor types Python versions
110948597952.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-neo-mxnet:<tag> 1.8 inference inf py3
110948597952.dkr.ecr.ap-east-1.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-east-1',version='1.9',py_version='py3')
Registry path Version Job types (image scope) Processor types Python versions
110948597952.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-neo-pytorch:<tag> 1.9 inference inf py3
110948597952.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-neo-pytorch:<tag> 1.8 inference inf py3
110948597952.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-neo-pytorch:<tag> 1.7 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-east-1')
Registry path Version Job types (image scope)
286214385809.dkr.ecr.ap-east-1.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-east-1')
Registry path Version Job types (image scope)
286214385809.dkr.ecr.ap-east-1.amazonaws.com/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='ap-east-1')
Registry path Version Job types (image scope)
286214385809.dkr.ecr.ap-east-1.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-east-1',version='1.4.1',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge')
Registry path Version Job types (image scope) Processor types Python versions
871362719292.dkr.ecr.ap-east-1.amazonaws.com/mxnet-training:<tag> 1.9.0 training CPU, GPU py38
871362719292.dkr.ecr.ap-east-1.amazonaws.com/mxnet-inference:<tag> 1.9.0 inference CPU, GPU py38
871362719292.dkr.ecr.ap-east-1.amazonaws.com/mxnet-training:<tag> 1.8.0 training CPU, GPU py37
871362719292.dkr.ecr.ap-east-1.amazonaws.com/mxnet-inference:<tag> 1.8.0 inference CPU, GPU py37
871362719292.dkr.ecr.ap-east-1.amazonaws.com/mxnet-training:<tag> 1.7.0 training CPU, GPU py3
871362719292.dkr.ecr.ap-east-1.amazonaws.com/mxnet-inference:<tag> 1.7.0 inference CPU, GPU py3
871362719292.dkr.ecr.ap-east-1.amazonaws.com/mxnet-inference-eia:<tag> 1.7.0 eia CPU py3
871362719292.dkr.ecr.ap-east-1.amazonaws.com/mxnet-training:<tag> 1.6.0 training CPU, GPU py2, py3
871362719292.dkr.ecr.ap-east-1.amazonaws.com/mxnet-inference:<tag> 1.6.0 inference CPU, GPU py2, py3
871362719292.dkr.ecr.ap-east-1.amazonaws.com/mxnet-inference-eia:<tag> 1.5.1 eia CPU py2, py3
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-mxnet:<tag> 1.4.1 training CPU, GPU py2
871362719292.dkr.ecr.ap-east-1.amazonaws.com/mxnet-training:<tag> 1.4.1 training CPU, GPU py3
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-mxnet-serving:<tag> 1.4.1 inference CPU, GPU py2
871362719292.dkr.ecr.ap-east-1.amazonaws.com/mxnet-inference:<tag> 1.4.1 inference CPU, GPU py3
871362719292.dkr.ecr.ap-east-1.amazonaws.com/mxnet-inference-eia:<tag> 1.4.1 eia CPU py2, py3
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-mxnet:<tag> 1.4.0 training CPU, GPU py2, py3
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-mxnet-serving:<tag> 1.4.0 inference CPU, GPU py2, py3
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-mxnet-serving-eia:<tag> 1.4.0 eia CPU py2, py3
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-mxnet:<tag> 1.3.0 training CPU, GPU py2, py3
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-mxnet:<tag> 1.3.0 inference CPU, GPU py2, py3
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-mxnet-eia:<tag> 1.3.0 eia CPU py2, py3
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-mxnet:<tag> 1.2.1 training CPU, GPU py2, py3
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-mxnet:<tag> 1.2.1 inference CPU, GPU py2, py3
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-mxnet:<tag> 1.1.0 training CPU, GPU py2, py3
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-mxnet:<tag> 1.1.0 inference CPU, GPU py2, py3
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-mxnet:<tag> 1.0.0 training CPU, GPU py2, py3
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-mxnet:<tag> 1.0.0 inference CPU, GPU py2, py3
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-mxnet:<tag> 0.12.1 training CPU, GPU py2, py3
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-mxnet:<tag> 0.12.1 inference CPU, GPU py2, py3

MXNet Coach (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='coach-mxnet',region='ap-east-1',version='0.11',py_version='py3',image_scope='training',instance_type='ml.c5.4xlarge')
Registry path Version Job types (image scope) Processor types Python versions
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-rl-mxnet:coach0.11.0-<tag> 0.11.0 training CPU, GPU py3
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-rl-mxnet:coach0.11-<tag> 0.11 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-east-1')
Registry path Version Job types (image scope)
001633400207.dkr.ecr.ap-east-1.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-east-1')
Registry path Version Job types (image scope)
286214385809.dkr.ecr.ap-east-1.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-east-1')
Registry path Version Job types (image scope)
110948597952.dkr.ecr.ap-east-1.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-east-1',version='1.8',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge')
Registry path Version Job types (image scope) Processor types Python versions
110948597952.dkr.ecr.ap-east-1.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-east-1',version='1.6',image_scope='inference',instance_type='ml.c5.4xlarge')
Registry path Version Job types (image scope) Processor types Python versions
110948597952.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.13 inference CPU, GPU py3
110948597952.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.12 inference CPU, GPU py3
110948597952.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.8 inference CPU, GPU py3
110948597952.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.7 inference CPU, GPU py3
110948597952.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.6 inference CPU, GPU py3
110948597952.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.5 inference CPU, GPU py3
110948597952.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.4 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-east-1',version='1.15.3',py_version='py3',instance_type='ml.c5.4xlarge')
Registry path Version Job types (image scope) Processor types Python versions
110948597952.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-inference-tensorflow:<tag> 2.9.2 inference CPU, GPU py3
110948597952.dkr.ecr.ap-east-1.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-east-1')
Registry path Version Job types (image scope)
110948597952.dkr.ecr.ap-east-1.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-east-1')
Registry path Version Job types (image scope)
286214385809.dkr.ecr.ap-east-1.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-east-1')
Registry path Version Job types (image scope)
286214385809.dkr.ecr.ap-east-1.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-east-1')
Registry path Version Job types (image scope)
286214385809.dkr.ecr.ap-east-1.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-east-1',version='1.8.0',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge')
Registry path Version Job types (image scope) Processor types Python versions
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference:<tag> 2.0.0 inference CPU, GPU py310
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference-graviton:<tag> 2.0.0 inference_graviton CPU py310
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-training:<tag> 2.0.0 training CPU, GPU py310
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference:<tag> 1.13.1 inference CPU, GPU py39
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-training:<tag> 1.13.1 training CPU, GPU py39
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference:<tag> 1.12.1 inference CPU, GPU py38
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference-graviton:<tag> 1.12.1 inference_graviton CPU py38
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-training:<tag> 1.12.1 training CPU, GPU py38
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference:<tag> 1.12.0 inference CPU, GPU py38
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-training:<tag> 1.12.0 training CPU, GPU py38
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference:<tag> 1.11.0 inference CPU, GPU py38
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-training:<tag> 1.11.0 training CPU, GPU py38
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference:<tag> 1.10.2 inference CPU, GPU py38
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-training:<tag> 1.10.2 training CPU, GPU py38
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference:<tag> 1.10.0 inference CPU, GPU py38
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-training:<tag> 1.10.0 training CPU, GPU py38
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference:<tag> 1.9.1 inference CPU, GPU py38
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-training:<tag> 1.9.1 training CPU, GPU py38
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference:<tag> 1.9.0 inference CPU, GPU py38
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-training:<tag> 1.9.0 training CPU, GPU py38
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference:<tag> 1.8.1 inference CPU, GPU py3, py36
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-training:<tag> 1.8.1 training CPU, GPU py3, py36
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference:<tag> 1.8.0 inference CPU, GPU py3, py36
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-training:<tag> 1.8.0 training CPU, GPU py3, py36
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference:<tag> 1.7.1 inference CPU, GPU py3, py36
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-training:<tag> 1.7.1 training CPU, GPU py3, py36
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference:<tag> 1.6.0 inference CPU, GPU py3, py36
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-training:<tag> 1.6.0 training CPU, GPU py3, py36
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference:<tag> 1.5.0 inference CPU, GPU py3
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-training:<tag> 1.5.0 training CPU, GPU py3
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference:<tag> 1.4.0 inference CPU, GPU py3
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-training:<tag> 1.4.0 training CPU, GPU py2, py3
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference:<tag> 1.3.1 inference CPU, GPU py2, py3
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-training:<tag> 1.3.1 training CPU, GPU py2, py3
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference:<tag> 1.2.0 inference CPU, GPU py2, py3
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-training:<tag> 1.2.0 training CPU, GPU py2, py3
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-pytorch:<tag> 1.1.0 inference CPU, GPU py2, py3
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-pytorch:<tag> 1.1.0 training CPU, GPU py2, py3
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-pytorch:<tag> 1.0.0 inference CPU, GPU py2, py3
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-pytorch:<tag> 1.0.0 training CPU, GPU py2, py3
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-pytorch:<tag> 0.4.0 inference CPU, GPU py2, py3
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-pytorch:<tag> 0.4.0 training CPU, GPU py2, py3

PyTorch Neuron (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='pytorch-neuron',region='us-west-2', image_scope='inference')
Registry path Version Job types (image scope) Processor types Python versions
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-training-neuron:<tag> 1.11.0 training TRN py38

PyTorch Training Compiler (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='pytorch-training-compiler',region='us-west-2', version='py38')
Registry path Version Job types (image scope) Processor types Python versions
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-trcomp-training:<tag> 1.13.1 training GPU py39
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-trcomp-training:<tag> 1.12.0 training GPU py38

Random Cut Forest (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='randomcutforest',region='ap-east-1')
Registry path Version Job types (image scope)
286214385809.dkr.ecr.ap-east-1.amazonaws.com/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='ap-east-1',version='0.23-1',image_scope='inference')
Registry path Version Package version Job types (image scope)
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.2-1 1.2.1 inference
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.2-1 1.2.1 training
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 inference
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 training
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 inference_graviton
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0.23-1 0.23.2 inference
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0.23-1 0.23.2 training
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0.20.0 0.20.0 inference
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0.20.0 0.20.0 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-east-1')
Registry path Version Job types (image scope)
286214385809.dkr.ecr.ap-east-1.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-east-1')
Registry path Version Job types (image scope)
286214385809.dkr.ecr.ap-east-1.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-east-1',version='3.0',image_scope='processing')
Registry path Version Job types (image scope)
732049463269.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.2 processing
732049463269.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.1 processing
732049463269.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.0 processing
732049463269.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-spark-processing:<tag> 2.4 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-east-1',version='2.4')
Registry path Version Job types (image scope)
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-sparkml-serving:<tag> 3.3 inference
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-sparkml-serving:<tag> 2.4 inference
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-sparkml-serving:<tag> 2.2 inference

Tensorflow (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='tensorflow',region='ap-east-1',version='1.12.0',image_scope='inference',instance_type='ml.c5.4xlarge')
Registry path Version Job types (image scope) Processor types Python versions
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 2.12.1 inference CPU, GPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> 2.12.0 training CPU, GPU py310
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 2.11.1 inference CPU, GPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 2.11.0 inference CPU, GPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> 2.11.0 training CPU, GPU py39
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 2.10.1 inference CPU, GPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> 2.10.1 training CPU, GPU py39
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 2.10.0 inference CPU, GPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 2.9.3 inference CPU, GPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 2.9.2 inference CPU, GPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> 2.9.2 training CPU, GPU py39
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference-graviton:<tag> 2.9.1 inference_graviton CPU py38
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 2.8.4 inference CPU, GPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 2.8.0 inference CPU, GPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> 2.8.0 training CPU, GPU py39
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> 2.7.1 training CPU, GPU py38
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 2.7.0 inference CPU, GPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 2.6.3 inference CPU, GPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> 2.6.3 training CPU, GPU py38
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> 2.6.2 training CPU, GPU py38
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 2.6.0 inference CPU, GPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> 2.6.0 training CPU, GPU py38
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 2.5.1 inference CPU, GPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> 2.5.1 training CPU, GPU py37
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> 2.5.0 training CPU, GPU py37
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 2.4.3 inference CPU, GPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> 2.4.3 training CPU, GPU py37
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 2.4.1 inference CPU, GPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> 2.4.1 training CPU, GPU py37
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 2.3.2 inference CPU, GPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> 2.3.2 training CPU, GPU py37
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 2.3.1 inference CPU, GPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> 2.3.1 training CPU, GPU py37
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference-eia:<tag> 2.3.0 eia CPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 2.3.0 inference CPU, GPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> 2.3.0 training CPU, GPU py37
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 2.2.2 inference CPU, GPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> 2.2.2 training CPU, GPU py37
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 2.2.1 inference CPU, GPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> 2.2.1 training CPU, GPU py37
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 2.2.0 inference CPU, GPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> 2.2.0 training CPU, GPU py37
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 2.1.3 inference CPU, GPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> 2.1.3 training CPU, GPU py3
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 2.1.2 inference CPU, GPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> 2.1.2 training CPU, GPU py3
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 2.1.1 inference CPU, GPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> 2.1.1 training CPU, GPU py2, py3
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 2.1.0 inference CPU, GPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> 2.1.0 training CPU, GPU py2, py3
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 2.0.4 inference CPU, GPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> 2.0.4 training CPU, GPU py3
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 2.0.3 inference CPU, GPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> 2.0.3 training CPU, GPU py3
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 2.0.2 inference CPU, GPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> 2.0.2 training CPU, GPU py2, py3
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 2.0.1 inference CPU, GPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> 2.0.1 training CPU, GPU py2, py3
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference-eia:<tag> 2.0.0 eia CPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 2.0.0 inference CPU, GPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> 2.0.0 training CPU, GPU py2, py3
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 1.15.5 inference CPU, GPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> 1.15.5 training CPU, GPU py3, py36, py37
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 1.15.4 inference CPU, GPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> 1.15.4 training CPU, GPU py3, py36, py37
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 1.15.3 inference CPU, GPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> 1.15.3 training CPU, GPU py2, py3, py37
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 1.15.2 inference CPU, GPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> 1.15.2 training CPU, GPU py2, py3, py37
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference-eia:<tag> 1.15.0 eia CPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 1.15.0 inference CPU, GPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> 1.15.0 training CPU, GPU py2, py3
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference-eia:<tag> 1.14.0 eia CPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 1.14.0 inference CPU, GPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> 1.14.0 training CPU, GPU py2, py3
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow-scriptmode:<tag> 1.13.1 training CPU, GPU py2
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> 1.13.1 training CPU, GPU py3
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow-serving-eia:<tag> 1.13.0 eia CPU -
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> 1.13.0 inference CPU, GPU -
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow-serving-eia:<tag> 1.12.0 eia CPU -
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow-serving:<tag> 1.12.0 inference CPU, GPU -
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow-scriptmode:<tag> 1.12.0 training CPU, GPU py2, py3
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow-serving-eia:<tag> 1.11.0 eia CPU -
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow-serving:<tag> 1.11.0 inference CPU, GPU -
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow-scriptmode:<tag> 1.11.0 training CPU, GPU py2, py3
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow-eia:<tag> 1.10.0 eia CPU py2
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.10.0 inference CPU, GPU py2
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.10.0 training CPU, GPU py2
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.9.0 inference CPU, GPU py2
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.9.0 training CPU, GPU py2
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.8.0 inference CPU, GPU py2
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.8.0 training CPU, GPU py2
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.7.0 inference CPU, GPU py2
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.7.0 training CPU, GPU py2
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.6.0 inference CPU, GPU py2
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.6.0 training CPU, GPU py2
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.5.0 inference CPU, GPU py2
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.5.0 training CPU, GPU py2
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.4.1 inference CPU, GPU py2
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.4.1 training CPU, GPU py2

Tensorflow Coach (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='coach-tensorflow',region='ap-east-1',version='1.0.0',image_scope='training',instance_type='ml.c5.4xlarge')
Registry path Version Job types (image scope) Processor types Python versions
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.11.1-<tag> 0.11.1 training CPU, GPU py3
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.11.0-<tag> 0.11.0 training CPU, GPU py3
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.11-<tag> 0.11 training CPU, GPU py3
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.10.1-<tag> 0.10.1 training CPU, GPU py3
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.10-<tag> 0.10 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-east-1',version='1.15.0',instance_type='ml.inf1.6xlarge')
Registry path Version Job types (image scope) Processor types Python versions
110948597952.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-neo-tensorflow:<tag> 2.5.2 inference inf py3
110948597952.dkr.ecr.ap-east-1.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-east-1',version='0.8.5',instance_type='ml.c5.4xlarge')
Registry path Version Job types (image scope) Processor types Python versions
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.6.5-<tag> 0.6.5 training CPU, GPU py3
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.6-<tag> 0.6 training CPU, GPU py3
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.5.3-<tag> 0.5.3 training CPU, GPU py3
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.5-<tag> 0.5 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='ap-east-1',version='1.5-1')
Registry path Version Package version Job types (image scope)
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1.7-1 1.7.4 inference
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1.7-1 1.7.4 training
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1.5-1 1.5.2 inference
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1.5-1 1.5.2 training
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1.5-1 1.5.2 inference_graviton
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 inference
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 training
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 inference_graviton
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1.2-2 1.2.0 inference
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1.2-2 1.2.0 training
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1.2-1 1.2.0 inference
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1.2-1 1.2.0 training
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1.0-1 1.0.0 inference
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1.0-1 1.0.0 training
286214385809.dkr.ecr.ap-east-1.amazonaws.com/xgboost:<tag> 1 0.72 inference
286214385809.dkr.ecr.ap-east-1.amazonaws.com/xgboost:<tag> 1 0.72 training
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-xgboost:<tag> 0.90-2 0.90 inference
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-xgboost:<tag> 0.90-2 0.90 training
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-xgboost:<tag> 0.90-1 0.90 inference
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-xgboost:<tag> 0.90-1 0.90 training