Docker-Registry-Pfade und Beispielcode für (ap-east-2) - ECR-Pfade

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Docker-Registry-Pfade und Beispielcode für (ap-east-2)

In den folgenden Themen sind die Parameter für jeden der von Amazon SageMaker AI bereitgestellten Algorithmen und Deep-Learning-Container in dieser AWS-Region aufgeführt.

PyTorch (DLC)

Informationen zu den unterstützten und nicht unterstützten PyTorch-Versionen finden Sie in der Tabelle zur Framework-Supportrichtlinie im Entwicklerhandbuch zu Deep-Learning-Containern von AWS.

Das folgende Beispiel für ein SageMaker AI Python SDK zeigt, wie ein bestimmter Registrierungspfad abgerufen wird.

from sagemaker import image_uris image_uris.retrieve(framework='pytorch',region='ap-east-2',version='1.8.0',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge')
Registry-Pfad Version Auftragstypen (Bildbereich) Typen von Prozessoren Python Versionen
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.7.1 Training CPU, GPU py312
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.6.0 Inferenz CPU, GPU py312
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.6.0 Training CPU, GPU py312
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.5.1 Inferenz CPU, GPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.5.1 Training CPU, GPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.4.0 Inferenz CPU, GPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.4.0 inference_graviton CPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.4.0 Training CPU, GPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.3.0 Inferenz CPU, GPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.3.0 inference_graviton CPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.3.0 Training CPU, GPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.2.1 inference_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.2.0 Inferenz CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.2.0 Training CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.1.0 Inferenz CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.1.0 inference_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.1.0 Training CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.0.1 Inferenz CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.0.1 inference_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.0.1 Training CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.0.0 Inferenz CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.0.0 inference_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.0.0 Training CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.13.1 Inferenz CPU, GPU py39
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.13.1 Training CPU, GPU py39
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.12.1 Inferenz CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference-graviton:<tag> 1.12.1 inference_graviton CPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.12.1 Training CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.12.0 Inferenz CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.12.0 Training CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.11.0 Inferenz CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.11.0 Training CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.10.2 Inferenz CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.10.2 Training CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.10.0 Inferenz CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.10.0 Training CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.9.1 Inferenz CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.9.1 Training CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.9.0 Inferenz CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.9.0 Training CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.8.1 Inferenz CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.8.1 Training CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.8.0 Inferenz CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.8.0 Training CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.7.1 Inferenz CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.7.1 Training CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.6.0 Inferenz CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.6.0 Training CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.5.0 Inferenz CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.5.0 Training CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.4.0 Inferenz CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.4.0 Training CPU, GPU py2, py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.3.1 Inferenz CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.3.1 Training CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.2.0 Inferenz CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.2.0 Training CPU, GPU py2, py3

Spark (Algorithmus)

Das folgende Beispiel für ein SageMaker AI Python SDK zeigt, wie ein bestimmter Registrierungspfad abgerufen wird.

from sagemaker import image_uris image_uris.retrieve(framework='spark',region='ap-east-2',version='3.0',image_scope='processing')
Registry-Pfad Version Auftragstypen (Bildbereich)
533267296287.dkr.ecr.ap-east-2.amazonaws.com/sagemaker-spark-processing:<tag> 3.3 Verarbeitung
533267296287.dkr.ecr.ap-east-2.amazonaws.com/sagemaker-spark-processing:<tag> 3.2 Verarbeitung
533267296287.dkr.ecr.ap-east-2.amazonaws.com/sagemaker-spark-processing:<tag> 3.1 Verarbeitung
533267296287.dkr.ecr.ap-east-2.amazonaws.com/sagemaker-spark-processing:<tag> 3.0 Verarbeitung
533267296287.dkr.ecr.ap-east-2.amazonaws.com/sagemaker-spark-processing:<tag> 2.4 Verarbeitung

Tensorflow (DLC)

Informationen zu den unterstützten und nicht unterstützten TensorFlow-Versionen finden Sie in der Tabelle zur Framework-Supportrichtlinie im Entwicklerhandbuch zu Deep-Learning-Containern von AWS.

Das folgende Beispiel für ein SageMaker AI Python SDK zeigt, wie ein bestimmter Registrierungspfad abgerufen wird.

from sagemaker import image_uris image_uris.retrieve(framework='tensorflow',region='ap-east-2',version='1.12.0',image_scope='inference',instance_type='ml.c5.4xlarge')
Registry-Pfad Version Auftragstypen (Bildbereich) Typen von Prozessoren Python Versionen
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.19.0 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.19.0 Training CPU, GPU py312
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.18.0 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.18.0 Training CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.16.2 Training CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.16.1 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference-graviton:<tag> 2.16.1 inference_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.14.1 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference-graviton:<tag> 2.14.1 inference_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.14.1 Training CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.13.0 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference-graviton:<tag> 2.13.0 inference_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.13.0 Training CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.12.1 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference-graviton:<tag> 2.12.1 inference_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.12.0 Training CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.11.1 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.11.0 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.11.0 Training CPU, GPU py39
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.10.1 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.10.1 Training CPU, GPU py39
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.10.0 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.9.3 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.9.2 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.9.2 Training CPU, GPU py39
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference-graviton:<tag> 2.9.1 inference_graviton CPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.8.4 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.8.0 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.8.0 Training CPU, GPU py39
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.7.1 Training CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.7.0 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.6.3 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.6.3 Training CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.6.2 Training CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.6.0 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.6.0 Training CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.5.1 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.5.1 Training CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.5.0 Training CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.4.3 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.4.3 Training CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.4.1 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.4.1 Training CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.3.2 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.3.2 Training CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.3.1 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.3.1 Training CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.3.0 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.3.0 Training CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.2.2 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.2.2 Training CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.2.1 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.2.1 Training CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.2.0 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.2.0 Training CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.1.3 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.1.3 Training CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.1.2 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.1.2 Training CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.1.1 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.1.1 Training CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.1.0 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.1.0 Training CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.0.4 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.0.4 Training CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.0.3 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.0.3 Training CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.0.2 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.0.2 Training CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.0.1 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.0.1 Training CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.0.0 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.0.0 Training CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 1.15.5 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 1.15.5 Training CPU, GPU py3, py36, py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 1.15.4 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 1.15.4 Training CPU, GPU py3, py36, py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 1.15.3 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 1.15.3 Training CPU, GPU py2, py3, py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 1.15.2 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 1.15.2 Training CPU, GPU py2, py3, py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 1.15.0 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 1.15.0 Training CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 1.14.0 Inferenz CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 1.14.0 Training CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 1.13.0 Inferenz CPU, GPU -