Docker Registry Paths and Example Code for Asia Pacific (Jakarta) (ap-southeast-3) - 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 (Jakarta) (ap-southeast-3)

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-southeast-3',image_scope='inference',version='0.4')
Registry path Version Job types (image scope)
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/autogluon-training:<tag> 0.7.0 training
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/autogluon-inference:<tag> 0.7.0 inference
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/autogluon-training:<tag> 0.6.2 training
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/autogluon-inference:<tag> 0.6.2 inference
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/autogluon-training:<tag> 0.6.1 training
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/autogluon-inference:<tag> 0.6.1 inference
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/autogluon-training:<tag> 0.5.2 training
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/autogluon-inference:<tag> 0.5.2 inference
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/autogluon-training:<tag> 0.4.3 training
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/autogluon-inference:<tag> 0.4.3 inference
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/autogluon-training:<tag> 0.4.2 training
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/autogluon-inference:<tag> 0.4.2 inference
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/autogluon-training:<tag> 0.4.0 training
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/autogluon-inference:<tag> 0.4.0 inference
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/autogluon-training:<tag> 0.3.2 training
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/autogluon-inference:<tag> 0.3.2 inference
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/autogluon-training:<tag> 0.3.1 training
907027046896.dkr.ecr.ap-southeast-3.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-southeast-3')
Registry path Version Job types (image scope)
951798379941.dkr.ecr.ap-southeast-3.amazonaws.com/blazingtext:<tag> 1 inference, training

Clarify (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='clarify',region='ap-southeast-3',version='1.0',image_scope='processing')
Registry path Version Job types (image scope)
705930551576.dkr.ecr.ap-southeast-3.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)
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/djl-inference:0.22.1-deepspeed0.8.3-cu118-<tag> 0.22.1 inference
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/djl-inference:0.21.0-deepspeed0.8.3-cu117-<tag> 0.21.0 inference
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/djl-inference:0.20.0-deepspeed0.7.5-cu116-<tag> 0.20.0 inference
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/djl-inference:0.19.0-deepspeed0.7.3-cu113-<tag> 0.19.0 inference

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-3')
Registry path Version Job types (image scope)
951798379941.dkr.ecr.ap-southeast-3.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-3')
Registry path Version Job types (image scope)
951798379941.dkr.ecr.ap-southeast-3.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-3',version='4.4.2',image_scope='training',base_framework_version='tensorflow2.4.1')
Registry path Version Job types (image scope)
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/huggingface-pytorch-training:<tag> 4.26.0 training
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/huggingface-pytorch-inference:<tag> 4.26.0 inference
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.26.0 inference
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/huggingface-pytorch-training:<tag> 4.17.0 training
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/huggingface-tensorflow-training:<tag> 4.17.0 training
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/huggingface-pytorch-inference:<tag> 4.17.0 inference
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.17.0 inference
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/huggingface-pytorch-training:<tag> 4.12.3 training
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/huggingface-tensorflow-training:<tag> 4.12.3 training
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/huggingface-pytorch-inference:<tag> 4.12.3 inference
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.12.3 inference
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/huggingface-pytorch-training:<tag> 4.11.0 training
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/huggingface-tensorflow-training:<tag> 4.11.0 training
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/huggingface-pytorch-inference:<tag> 4.11.0 inference
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.11.0 inference
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/huggingface-pytorch-training:<tag> 4.10.2 training
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/huggingface-pytorch-training:<tag> 4.10.2 training
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/huggingface-tensorflow-training:<tag> 4.10.2 training
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/huggingface-tensorflow-training:<tag> 4.10.2 training
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/huggingface-pytorch-inference:<tag> 4.10.2 inference
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/huggingface-pytorch-inference:<tag> 4.10.2 inference
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.10.2 inference
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.10.2 inference
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 training
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 training
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 training
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/huggingface-tensorflow-training:<tag> 4.6.1 training
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/huggingface-pytorch-inference:<tag> 4.6.1 inference
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.6.1 inference
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/huggingface-pytorch-training:<tag> 4.5.0 training
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/huggingface-tensorflow-training:<tag> 4.5.0 training
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/huggingface-pytorch-training:<tag> 4.4.2 training
907027046896.dkr.ecr.ap-southeast-3.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-southeast-3')
Registry path Version Job types (image scope)
951798379941.dkr.ecr.ap-southeast-3.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-3')
Registry path Version Job types (image scope)
951798379941.dkr.ecr.ap-southeast-3.amazonaws.com/image-classification:<tag> 1 inference, training

K-Means (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='kmeans',region='ap-southeast-3')
Registry path Version Job types (image scope)
951798379941.dkr.ecr.ap-southeast-3.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-3')
Registry path Version Job types (image scope)
951798379941.dkr.ecr.ap-southeast-3.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-southeast-3')
Registry path Version Job types (image scope)
951798379941.dkr.ecr.ap-southeast-3.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-3',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
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/mxnet-training:<tag> 1.9.0 training CPU, GPU py38
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/mxnet-inference:<tag> 1.9.0 inference CPU, GPU py38
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/mxnet-training:<tag> 1.8.0 training CPU, GPU py37
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/mxnet-inference:<tag> 1.8.0 inference CPU, GPU py37
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/mxnet-training:<tag> 1.7.0 training CPU, GPU py3
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/mxnet-inference:<tag> 1.7.0 inference CPU, GPU py3
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/mxnet-inference-eia:<tag> 1.7.0 eia CPU py3
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/mxnet-training:<tag> 1.6.0 training CPU, GPU py2, py3
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/mxnet-inference:<tag> 1.6.0 inference CPU, GPU py2, py3
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/mxnet-inference-eia:<tag> 1.5.1 eia CPU py2, py3
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/mxnet-training:<tag> 1.4.1 training CPU, GPU py3
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/mxnet-inference:<tag> 1.4.1 inference CPU, GPU py3
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/mxnet-inference-eia:<tag> 1.4.1 eia CPU py2, 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-3')
Registry path Version Job types (image scope)
669540362728.dkr.ecr.ap-southeast-3.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-3')
Registry path Version Job types (image scope)
951798379941.dkr.ecr.ap-southeast-3.amazonaws.com/ntm:<tag> 1 inference, training

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-3')
Registry path Version Job types (image scope)
951798379941.dkr.ecr.ap-southeast-3.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-3')
Registry path Version Job types (image scope)
951798379941.dkr.ecr.ap-southeast-3.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-3')
Registry path Version Job types (image scope)
951798379941.dkr.ecr.ap-southeast-3.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-3',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
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-inference:<tag> 2.0.0 inference CPU, GPU py310
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-inference-graviton:<tag> 2.0.0 inference_graviton CPU py310
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-training:<tag> 2.0.0 training CPU, GPU py310
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-inference:<tag> 1.13.1 inference CPU, GPU py39
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-training:<tag> 1.13.1 training CPU, GPU py39
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-inference:<tag> 1.12.1 inference CPU, GPU py38
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-inference-graviton:<tag> 1.12.1 inference_graviton CPU py38
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-training:<tag> 1.12.1 training CPU, GPU py38
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-inference:<tag> 1.12.0 inference CPU, GPU py38
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-training:<tag> 1.12.0 training CPU, GPU py38
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-inference:<tag> 1.11.0 inference CPU, GPU py38
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-training:<tag> 1.11.0 training CPU, GPU py38
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-inference:<tag> 1.10.2 inference CPU, GPU py38
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-training:<tag> 1.10.2 training CPU, GPU py38
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-inference:<tag> 1.10.0 inference CPU, GPU py38
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-training:<tag> 1.10.0 training CPU, GPU py38
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-inference:<tag> 1.9.1 inference CPU, GPU py38
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-training:<tag> 1.9.1 training CPU, GPU py38
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-inference:<tag> 1.9.0 inference CPU, GPU py38
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-training:<tag> 1.9.0 training CPU, GPU py38
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-inference:<tag> 1.8.1 inference CPU, GPU py3, py36
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-training:<tag> 1.8.1 training CPU, GPU py3, py36
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-inference:<tag> 1.8.0 inference CPU, GPU py3, py36
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-training:<tag> 1.8.0 training CPU, GPU py3, py36
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-inference:<tag> 1.7.1 inference CPU, GPU py3, py36
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-training:<tag> 1.7.1 training CPU, GPU py3, py36
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-inference:<tag> 1.6.0 inference CPU, GPU py3, py36
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-training:<tag> 1.6.0 training CPU, GPU py3, py36
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-inference-eia:<tag> 1.5.1 eia CPU py3
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-inference:<tag> 1.5.0 inference CPU, GPU py3
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-training:<tag> 1.5.0 training CPU, GPU py3
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-inference:<tag> 1.4.0 inference CPU, GPU py3
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-training:<tag> 1.4.0 training CPU, GPU py2, py3
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-inference-eia:<tag> 1.3.1 eia CPU py3
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-inference:<tag> 1.3.1 inference CPU, GPU py2, py3
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-training:<tag> 1.3.1 training CPU, GPU py2, py3
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-inference:<tag> 1.2.0 inference CPU, GPU py2, py3
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/pytorch-training:<tag> 1.2.0 training CPU, GPU py2, py3

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-3')
Registry path Version Job types (image scope)
951798379941.dkr.ecr.ap-southeast-3.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-southeast-3',version='0.23-1',image_scope='inference')
Registry path Version Package version Job types (image scope)
951798379941.dkr.ecr.ap-southeast-3.amazonaws.com/sagemaker-scikit-learn:<tag> 1.2-1 1.2.1 inference
951798379941.dkr.ecr.ap-southeast-3.amazonaws.com/sagemaker-scikit-learn:<tag> 1.2-1 1.2.1 training
951798379941.dkr.ecr.ap-southeast-3.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 inference
951798379941.dkr.ecr.ap-southeast-3.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 training
951798379941.dkr.ecr.ap-southeast-3.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 inference_graviton
951798379941.dkr.ecr.ap-southeast-3.amazonaws.com/sagemaker-scikit-learn:<tag> 0.23-1 0.23.2 inference
951798379941.dkr.ecr.ap-southeast-3.amazonaws.com/sagemaker-scikit-learn:<tag> 0.23-1 0.23.2 training
951798379941.dkr.ecr.ap-southeast-3.amazonaws.com/sagemaker-scikit-learn:<tag> 0.20.0 0.20.0 inference
951798379941.dkr.ecr.ap-southeast-3.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-southeast-3')
Registry path Version Job types (image scope)
951798379941.dkr.ecr.ap-southeast-3.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-3')
Registry path Version Job types (image scope)
951798379941.dkr.ecr.ap-southeast-3.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-3',version='3.0',image_scope='processing')
Registry path Version Job types (image scope)
732049463269.dkr.ecr.ap-southeast-3.amazonaws.com/sagemaker-spark-processing:<tag> 3.2 processing
732049463269.dkr.ecr.ap-southeast-3.amazonaws.com/sagemaker-spark-processing:<tag> 3.1 processing
732049463269.dkr.ecr.ap-southeast-3.amazonaws.com/sagemaker-spark-processing:<tag> 3.0 processing
732049463269.dkr.ecr.ap-southeast-3.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-southeast-3',version='2.4')
Registry path Version Job types (image scope)
951798379941.dkr.ecr.ap-southeast-3.amazonaws.com/sagemaker-sparkml-serving:<tag> 3.3 inference

Tensorflow (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='tensorflow',region='ap-southeast-3',version='1.12.0',image_scope='inference',instance_type='ml.c5.4xlarge')
Registry path Version Job types (image scope) Processor types Python versions
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 2.12.1 inference CPU, GPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-training:<tag> 2.12.0 training CPU, GPU py310
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 2.11.1 inference CPU, GPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 2.11.0 inference CPU, GPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-training:<tag> 2.11.0 training CPU, GPU py39
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 2.10.1 inference CPU, GPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-training:<tag> 2.10.1 training CPU, GPU py39
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 2.10.0 inference CPU, GPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 2.9.3 inference CPU, GPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 2.9.2 inference CPU, GPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-training:<tag> 2.9.2 training CPU, GPU py39
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference-graviton:<tag> 2.9.1 inference_graviton CPU py38
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 2.8.4 inference CPU, GPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 2.8.0 inference CPU, GPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-training:<tag> 2.8.0 training CPU, GPU py39
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-training:<tag> 2.7.1 training CPU, GPU py38
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 2.7.0 inference CPU, GPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 2.6.3 inference CPU, GPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-training:<tag> 2.6.3 training CPU, GPU py38
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-training:<tag> 2.6.2 training CPU, GPU py38
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 2.6.0 inference CPU, GPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-training:<tag> 2.6.0 training CPU, GPU py38
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 2.5.1 inference CPU, GPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-training:<tag> 2.5.1 training CPU, GPU py37
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-training:<tag> 2.5.0 training CPU, GPU py37
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 2.4.3 inference CPU, GPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-training:<tag> 2.4.3 training CPU, GPU py37
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 2.4.1 inference CPU, GPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-training:<tag> 2.4.1 training CPU, GPU py37
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 2.3.2 inference CPU, GPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-training:<tag> 2.3.2 training CPU, GPU py37
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 2.3.1 inference CPU, GPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-training:<tag> 2.3.1 training CPU, GPU py37
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference-eia:<tag> 2.3.0 eia CPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 2.3.0 inference CPU, GPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-training:<tag> 2.3.0 training CPU, GPU py37
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 2.2.2 inference CPU, GPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-training:<tag> 2.2.2 training CPU, GPU py37
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 2.2.1 inference CPU, GPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-training:<tag> 2.2.1 training CPU, GPU py37
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 2.2.0 inference CPU, GPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-training:<tag> 2.2.0 training CPU, GPU py37
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 2.1.3 inference CPU, GPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-training:<tag> 2.1.3 training CPU, GPU py3
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 2.1.2 inference CPU, GPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-training:<tag> 2.1.2 training CPU, GPU py3
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 2.1.1 inference CPU, GPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-training:<tag> 2.1.1 training CPU, GPU py2, py3
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 2.1.0 inference CPU, GPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-training:<tag> 2.1.0 training CPU, GPU py2, py3
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 2.0.4 inference CPU, GPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-training:<tag> 2.0.4 training CPU, GPU py3
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 2.0.3 inference CPU, GPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-training:<tag> 2.0.3 training CPU, GPU py3
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 2.0.2 inference CPU, GPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-training:<tag> 2.0.2 training CPU, GPU py2, py3
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 2.0.1 inference CPU, GPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-training:<tag> 2.0.1 training CPU, GPU py2, py3
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference-eia:<tag> 2.0.0 eia CPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 2.0.0 inference CPU, GPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-training:<tag> 2.0.0 training CPU, GPU py2, py3
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 1.15.5 inference CPU, GPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-training:<tag> 1.15.5 training CPU, GPU py3, py36, py37
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 1.15.4 inference CPU, GPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-training:<tag> 1.15.4 training CPU, GPU py3, py36, py37
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 1.15.3 inference CPU, GPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-training:<tag> 1.15.3 training CPU, GPU py2, py3, py37
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 1.15.2 inference CPU, GPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-training:<tag> 1.15.2 training CPU, GPU py2, py3, py37
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference-eia:<tag> 1.15.0 eia CPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 1.15.0 inference CPU, GPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-training:<tag> 1.15.0 training CPU, GPU py2, py3
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference-eia:<tag> 1.14.0 eia CPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 1.14.0 inference CPU, GPU -
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-training:<tag> 1.14.0 training CPU, GPU py2, py3
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-training:<tag> 1.13.1 training CPU, GPU py3
907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/tensorflow-inference:<tag> 1.13.0 inference CPU, GPU -

XGBoost (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='xgboost',region='ap-southeast-3',version='1.5-1')
Registry path Version Package version Job types (image scope)
951798379941.dkr.ecr.ap-southeast-3.amazonaws.com/sagemaker-xgboost:<tag> 1.7-1 1.7.4 inference
951798379941.dkr.ecr.ap-southeast-3.amazonaws.com/sagemaker-xgboost:<tag> 1.7-1 1.7.4 training
951798379941.dkr.ecr.ap-southeast-3.amazonaws.com/sagemaker-xgboost:<tag> 1.5-1 1.5.2 inference
951798379941.dkr.ecr.ap-southeast-3.amazonaws.com/sagemaker-xgboost:<tag> 1.5-1 1.5.2 training
951798379941.dkr.ecr.ap-southeast-3.amazonaws.com/sagemaker-xgboost:<tag> 1.5-1 1.5.2 inference_graviton
951798379941.dkr.ecr.ap-southeast-3.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 inference
951798379941.dkr.ecr.ap-southeast-3.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 training
951798379941.dkr.ecr.ap-southeast-3.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 inference_graviton
951798379941.dkr.ecr.ap-southeast-3.amazonaws.com/sagemaker-xgboost:<tag> 1.2-2 1.2.0 inference
951798379941.dkr.ecr.ap-southeast-3.amazonaws.com/sagemaker-xgboost:<tag> 1.2-2 1.2.0 training
951798379941.dkr.ecr.ap-southeast-3.amazonaws.com/sagemaker-xgboost:<tag> 1.2-1 1.2.0 inference
951798379941.dkr.ecr.ap-southeast-3.amazonaws.com/sagemaker-xgboost:<tag> 1.2-1 1.2.0 training
951798379941.dkr.ecr.ap-southeast-3.amazonaws.com/sagemaker-xgboost:<tag> 1.0-1 1.0.0 inference
951798379941.dkr.ecr.ap-southeast-3.amazonaws.com/sagemaker-xgboost:<tag> 1.0-1 1.0.0 training
951798379941.dkr.ecr.ap-southeast-3.amazonaws.com/xgboost:<tag> 1 0.72 inference
951798379941.dkr.ecr.ap-southeast-3.amazonaws.com/xgboost:<tag> 1 0.72 training
951798379941.dkr.ecr.ap-southeast-3.amazonaws.com/sagemaker-xgboost:<tag> 0.90-2 0.90 inference
951798379941.dkr.ecr.ap-southeast-3.amazonaws.com/sagemaker-xgboost:<tag> 0.90-2 0.90 training
951798379941.dkr.ecr.ap-southeast-3.amazonaws.com/sagemaker-xgboost:<tag> 0.90-1 0.90 inference
951798379941.dkr.ecr.ap-southeast-3.amazonaws.com/sagemaker-xgboost:<tag> 0.90-1 0.90 training