Chemins de registre Docker et exemple de code pour (ap-east-2) - Chemins ECR

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Chemins de registre Docker et exemple de code pour (ap-east-2)

Les rubriques suivantes répertorient les paramètres de chacun des algorithmes et conteneurs Deep Learning Containers qui sont fournis par Amazon SageMaker AI dans cette Région AWS.

PyTorch (conteneur DLC)

Pour plus d’informations sur les versions de PyTorch prises en charge et non prises en charge, consultez le tableau des politiques de support du cadre dans le Guide du développeur AWS Deep Learning Containers.

L’exemple suivant du kit SageMaker AI Python SDK montre comment extraire un chemin de registre spécifique.

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')
Chemin de registre Version Types de tâches (portée de l’image) Types de processeur Versions de Python
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<balise> 2.7.1 entraînement CPU, GPU py312
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<balise> 2.6.0 inférence CPU, GPU py312
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<balise> 2.6.0 entraînement CPU, GPU py312
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<balise> 2.5.1 inférence CPU, GPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<balise> 2.5.1 entraînement CPU, GPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<balise> 2.4.0 inférence CPU, GPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference-graviton:<balise> 2.4.0 inference_graviton CPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<balise> 2.4.0 entraînement CPU, GPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<balise> 2.3.0 inférence CPU, GPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference-graviton:<balise> 2.3.0 inference_graviton CPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<balise> 2.3.0 entraînement CPU, GPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference-graviton:<balise> 2.2.1 inference_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<balise> 2.2.0 inférence CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<balise> 2.2.0 entraînement CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<balise> 2.1.0 inférence CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference-graviton:<balise> 2.1.0 inference_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<balise> 2.1.0 entraînement CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<balise> 2.0.1 inférence CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference-graviton:<balise> 2.0.1 inference_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<balise> 2.0.1 entraînement CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<balise> 2.0.0 inférence CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference-graviton:<balise> 2.0.0 inference_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<balise> 2.0.0 entraînement CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<balise> 1.13.1 inférence CPU, GPU py39
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<balise> 1.13.1 entraînement CPU, GPU py39
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<balise> 1.12.1 inférence CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference-graviton:<balise> 1.12.1 inference_graviton CPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<balise> 1.12.1 entraînement CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<balise> 1.12.0 inférence CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<balise> 1.12.0 entraînement CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<balise> 1.11.0 inférence CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<balise> 1.11.0 entraînement CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<balise> 1.10.2 inférence CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<balise> 1.10.2 entraînement CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<balise> 1.10.0 inférence CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<balise> 1.10.0 entraînement CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<balise> 1.9.1 inférence CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<balise> 1.9.1 entraînement CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<balise> 1.9.0 inférence CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<balise> 1.9.0 entraînement CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<balise> 1.8.1 inférence CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<balise> 1.8.1 entraînement CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<balise> 1.8.0 inférence CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<balise> 1.8.0 entraînement CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<balise> 1.7.1 inférence CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<balise> 1.7.1 entraînement CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<balise> 1.6.0 inférence CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<balise> 1.6.0 entraînement CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<balise> 1.5.0 inférence CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<balise> 1.5.0 entraînement CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<balise> 1.4.0 inférence CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<balise> 1.4.0 entraînement CPU, GPU py2, py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<balise> 1.3.1 inférence CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<balise> 1.3.1 entraînement CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<balise> 1.2.0 inférence CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<balise> 1.2.0 entraînement CPU, GPU py2, py3

Spark (algorithme)

L’exemple suivant du kit SageMaker AI Python SDK montre comment extraire un chemin de registre spécifique.

from sagemaker import image_uris image_uris.retrieve(framework='spark',region='ap-east-2',version='3.0',image_scope='processing')
Chemin de registre Version Types de tâches (portée de l’image)
533267296287.dkr.ecr.ap-east-2.amazonaws.com/sagemaker-spark-processing:<balise> 3.3 traitement
533267296287.dkr.ecr.ap-east-2.amazonaws.com/sagemaker-spark-processing:<balise> 3.2 traitement
533267296287.dkr.ecr.ap-east-2.amazonaws.com/sagemaker-spark-processing:<balise> 3.1 traitement
533267296287.dkr.ecr.ap-east-2.amazonaws.com/sagemaker-spark-processing:<balise> 3.0 traitement
533267296287.dkr.ecr.ap-east-2.amazonaws.com/sagemaker-spark-processing:<balise> 2.4 traitement

Tensorflow (conteneur DLC)

Pour plus d’informations sur les versions de TensorFlow prises en charge et non prises en charge, consultez le tableau des politiques de support du cadre dans le Guide du développeur AWS Deep Learning Containers.

L’exemple suivant du kit SageMaker AI Python SDK montre comment extraire un chemin de registre spécifique.

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')
Chemin de registre Version Types de tâches (portée de l’image) Types de processeur Versions de Python
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 2.19.0 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 2.19.0 entraînement CPU, GPU py312
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 2.18.0 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 2.18.0 entraînement CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 2.16.2 entraînement CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 2.16.1 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference-graviton:<balise> 2.16.1 inference_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 2.14.1 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference-graviton:<balise> 2.14.1 inference_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 2.14.1 entraînement CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 2.13.0 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference-graviton:<balise> 2.13.0 inference_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 2.13.0 entraînement CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 2.12.1 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference-graviton:<balise> 2.12.1 inference_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 2.12.0 entraînement CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 2.11.1 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 2.11.0 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 2.11.0 entraînement CPU, GPU py39
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 2.10.1 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 2.10.1 entraînement CPU, GPU py39
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 2.10.0 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 2.9.3 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 2.9.2 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 2.9.2 entraînement CPU, GPU py39
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference-graviton:<balise> 2.9.1 inference_graviton CPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 2.8.4 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 2.8.0 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 2.8.0 entraînement CPU, GPU py39
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 2.7.1 entraînement CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 2.7.0 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 2.6.3 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 2.6.3 entraînement CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 2.6.2 entraînement CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 2.6.0 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 2.6.0 entraînement CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 2.5.1 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 2.5.1 entraînement CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 2.5.0 entraînement CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 2.4.3 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 2.4.3 entraînement CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 2.4.1 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 2.4.1 entraînement CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 2.3.2 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 2.3.2 entraînement CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 2.3.1 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 2.3.1 entraînement CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 2.3.0 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 2.3.0 entraînement CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 2.2.2 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 2.2.2 entraînement CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 2.2.1 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 2.2.1 entraînement CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 2.2.0 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 2.2.0 entraînement CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 2.1.3 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 2.1.3 entraînement CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 2.1.2 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 2.1.2 entraînement CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 2.1.1 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 2.1.1 entraînement CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 2.1.0 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 2.1.0 entraînement CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 2.0.4 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 2.0.4 entraînement CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 2.0.3 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 2.0.3 entraînement CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 2.0.2 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 2.0.2 entraînement CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 2.0.1 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 2.0.1 entraînement CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 2.0.0 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 2.0.0 entraînement CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 1.15.5 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 1.15.5 entraînement CPU, GPU py3, py36, py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 1.15.4 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 1.15.4 entraînement CPU, GPU py3, py36, py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 1.15.3 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 1.15.3 entraînement CPU, GPU py2, py3, py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 1.15.2 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 1.15.2 entraînement CPU, GPU py2, py3, py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 1.15.0 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 1.15.0 entraînement CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 1.14.0 inférence CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<balise> 1.14.0 entraînement CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<balise> 1.13.0 inférence CPU, GPU -