Docker Registry Paths and Example Code for Asia Pacific (Malaysia) (ap-southeast-5) - 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 (Malaysia) (ap-southeast-5)

The following topics list parameters for each of the algorithms and deep learning containers that are provided by Amazon SageMaker AI in this Amazon Web Services Region.

PyTorch (DLC)

For information about the supported and unsupported PyTorch versions, see the Framework Support Policy Table in the Amazon Deep Learning Containers Developer Guide.

The following SageMaker AI Python SDK example shows how to retrieve a specific registry path.

from sagemaker import image_uris image_uris.retrieve(framework='pytorch',region='ap-southeast-5',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
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 2.7.1 training CPU, GPU py312
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 2.6.0 inference CPU, GPU py312
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 2.6.0 training CPU, GPU py312
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 2.5.1 inference CPU, GPU py311
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 2.5.1 training CPU, GPU py311
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 2.4.0 inference CPU, GPU py311
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference-graviton:<tag> 2.4.0 inference_graviton CPU py311
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 2.4.0 training CPU, GPU py311
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 2.3.0 inference CPU, GPU py311
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference-graviton:<tag> 2.3.0 inference_graviton CPU py311
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 2.3.0 training CPU, GPU py311
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference-graviton:<tag> 2.2.1 inference_graviton CPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 2.2.0 inference CPU, GPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 2.2.0 training CPU, GPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 2.1.0 inference CPU, GPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference-graviton:<tag> 2.1.0 inference_graviton CPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 2.1.0 training CPU, GPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 2.0.1 inference CPU, GPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference-graviton:<tag> 2.0.1 inference_graviton CPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 2.0.1 training CPU, GPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 2.0.0 inference CPU, GPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference-graviton:<tag> 2.0.0 inference_graviton CPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 2.0.0 training CPU, GPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 1.13.1 inference CPU, GPU py39
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 1.13.1 training CPU, GPU py39
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 1.12.1 inference CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference-graviton:<tag> 1.12.1 inference_graviton CPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 1.12.1 training CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 1.12.0 inference CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 1.12.0 training CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 1.11.0 inference CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 1.11.0 training CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 1.10.2 inference CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 1.10.2 training CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 1.10.0 inference CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 1.10.0 training CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 1.9.1 inference CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 1.9.1 training CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 1.9.0 inference CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 1.9.0 training CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 1.8.1 inference CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 1.8.1 training CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 1.8.0 inference CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 1.8.0 training CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 1.7.1 inference CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 1.7.1 training CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 1.6.0 inference CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 1.6.0 training CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 1.5.0 inference CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 1.5.0 training CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 1.4.0 inference CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 1.4.0 training CPU, GPU py2, py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 1.3.1 inference CPU, GPU py2, py3
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 1.3.1 training CPU, GPU py2, py3
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 1.2.0 inference CPU, GPU py2, py3
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 1.2.0 training CPU, GPU py2, py3

Spark (algorithm)

The following SageMaker AI Python SDK example shows how to retrieve a specific registry path.

from sagemaker import image_uris image_uris.retrieve(framework='spark',region='ap-southeast-5',version='3.0',image_scope='processing')
Registry path Version Job types (image scope)
841784149062.dkr.ecr.ap-southeast-5.amazonaws.com/sagemaker-spark-processing:<tag> 3.3 processing
841784149062.dkr.ecr.ap-southeast-5.amazonaws.com/sagemaker-spark-processing:<tag> 3.2 processing
841784149062.dkr.ecr.ap-southeast-5.amazonaws.com/sagemaker-spark-processing:<tag> 3.1 processing
841784149062.dkr.ecr.ap-southeast-5.amazonaws.com/sagemaker-spark-processing:<tag> 3.0 processing
841784149062.dkr.ecr.ap-southeast-5.amazonaws.com/sagemaker-spark-processing:<tag> 2.4 processing

Tensorflow (DLC)

For information about the supported and unsupported TensorFlow versions, see the Framework Support Policy Table in the Amazon Deep Learning Containers Developer Guide.

The following SageMaker AI Python SDK example shows how to retrieve a specific registry path.

from sagemaker import image_uris image_uris.retrieve(framework='tensorflow',region='ap-southeast-5',version='1.12.0',image_scope='inference',instance_type='ml.c5.4xlarge')
Registry path Version Job types (image scope) Processor types Python versions
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.19.0 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.19.0 training CPU, GPU py312
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.18.0 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.18.0 training CPU, GPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.16.2 training CPU, GPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.16.1 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference-graviton:<tag> 2.16.1 inference_graviton CPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.14.1 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference-graviton:<tag> 2.14.1 inference_graviton CPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.14.1 training CPU, GPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.13.0 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference-graviton:<tag> 2.13.0 inference_graviton CPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.13.0 training CPU, GPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.12.1 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference-graviton:<tag> 2.12.1 inference_graviton CPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.12.0 training CPU, GPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.11.1 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.11.0 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.11.0 training CPU, GPU py39
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.10.1 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.10.1 training CPU, GPU py39
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.10.0 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.9.3 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.9.2 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.9.2 training CPU, GPU py39
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference-graviton:<tag> 2.9.1 inference_graviton CPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.8.4 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.8.0 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.8.0 training CPU, GPU py39
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.7.1 training CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.7.0 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.6.3 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.6.3 training CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.6.2 training CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.6.0 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.6.0 training CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.5.1 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.5.1 training CPU, GPU py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.5.0 training CPU, GPU py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.4.3 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.4.3 training CPU, GPU py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.4.1 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.4.1 training CPU, GPU py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.3.2 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.3.2 training CPU, GPU py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.3.1 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.3.1 training CPU, GPU py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.3.0 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.3.0 training CPU, GPU py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.2.2 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.2.2 training CPU, GPU py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.2.1 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.2.1 training CPU, GPU py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.2.0 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.2.0 training CPU, GPU py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.1.3 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.1.3 training CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.1.2 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.1.2 training CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.1.1 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.1.1 training CPU, GPU py2, py3
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.1.0 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.1.0 training CPU, GPU py2, py3
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.0.4 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.0.4 training CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.0.3 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.0.3 training CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.0.2 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.0.2 training CPU, GPU py2, py3
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.0.1 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.0.1 training CPU, GPU py2, py3
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.0.0 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.0.0 training CPU, GPU py2, py3
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 1.15.5 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 1.15.5 training CPU, GPU py3, py36, py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 1.15.4 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 1.15.4 training CPU, GPU py3, py36, py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 1.15.3 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 1.15.3 training CPU, GPU py2, py3, py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 1.15.2 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 1.15.2 training CPU, GPU py2, py3, py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 1.15.0 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 1.15.0 training CPU, GPU py2, py3
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 1.14.0 inference CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 1.14.0 training CPU, GPU py2, py3
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 1.13.0 inference CPU, GPU -