Chemins de registre Docker et exemple de code pour l'Asie-Pacifique (Thaïlande) (ap-southeast-7) - Chemins ECR

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Chemins de registre Docker et exemple de code pour l'Asie-Pacifique (Thaïlande) (ap-southeast-7)

Les rubriques suivantes répertorient les paramètres de chacun des algorithmes et conteneurs de deep learning fournis par Amazon SageMaker AI dans ce document Région AWS.

PyTorch (DLC)

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

L'exemple de SDK SageMaker AI Python suivant montre comment récupérer un chemin de registre spécifique.

from sagemaker import image_uris image_uris.retrieve(framework='pytorch',region='ap-southeast-7',version='1.8.0',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge')
Chemin de registre Version Types de tâche (portée de l'image) Types de processeur Versions de Python
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-training:<tag> 2.7.1 entraînement CPU, GPU py312
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-inference:<tag> 2.6.0 inférence CPU, GPU py312
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-training:<tag> 2.6.0 entraînement CPU, GPU py312
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-inference:<tag> 2.5.1 inférence CPU, GPU py311
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-training:<tag> 2.5.1 entraînement CPU, GPU py311
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-inference:<tag> 2.4.0 inférence CPU, GPU py311
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-inference-graviton:<tag> 2.4.0 inference_graviton CPU py311
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-training:<tag> 2.4.0 entraînement CPU, GPU py311
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-inference:<tag> 2.3.0 inférence CPU, GPU py311
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-inference-graviton:<tag> 2.3.0 inference_graviton CPU py311
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-training:<tag> 2.3.0 entraînement CPU, GPU py311
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-inference-graviton:<tag> 2.2.1 inference_graviton CPU py310
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-inference:<tag> 2.2.0 inférence CPU, GPU py310
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-training:<tag> 2.2.0 entraînement CPU, GPU py310
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-inference:<tag> 2.1.0 inférence CPU, GPU py310
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-inference-graviton:<tag> 2.1.0 inference_graviton CPU py310
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-training:<tag> 2.1.0 entraînement CPU, GPU py310
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-inference:<tag> 2.0.1 inférence CPU, GPU py310
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-inference-graviton:<tag> 2.0.1 inference_graviton CPU py310
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-training:<tag> 2.0.1 entraînement CPU, GPU py310
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-inference:<tag> 2.0.0 inférence CPU, GPU py310
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-inference-graviton:<tag> 2.0.0 inference_graviton CPU py310
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-training:<tag> 2.0.0 entraînement CPU, GPU py310
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-inference:<tag> 1.13.1 inférence CPU, GPU py39
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-training:<tag> 1.13.1 entraînement CPU, GPU py39
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-inference:<tag> 1.12.1 inférence CPU, GPU py38
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-inference-graviton:<tag> 1.12.1 inference_graviton CPU py38
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-training:<tag> 1.12.1 entraînement CPU, GPU py38
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-inference:<tag> 1.12.0 inférence CPU, GPU py38
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-training:<tag> 1.12.0 entraînement CPU, GPU py38
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-inference:<tag> 1.11.0 inférence CPU, GPU py38
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-training:<tag> 1.11.0 entraînement CPU, GPU py38
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-inference:<tag> 1.10.2 inférence CPU, GPU py38
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-training:<tag> 1.10.2 entraînement CPU, GPU py38
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-inference:<tag> 1.10.0 inférence CPU, GPU py38
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-training:<tag> 1.10.0 entraînement CPU, GPU py38
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-inference:<tag> 1.9.1 inférence CPU, GPU py38
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-training:<tag> 1.9.1 entraînement CPU, GPU py38
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-inference:<tag> 1.9.0 inférence CPU, GPU py38
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-training:<tag> 1.9.0 entraînement CPU, GPU py38
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-inference:<tag> 1.8.1 inférence CPU, GPU py3, py36
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-training:<tag> 1.8.1 entraînement CPU, GPU py3, py36
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-inference:<tag> 1.8.0 inférence CPU, GPU py3, py36
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-training:<tag> 1.8.0 entraînement CPU, GPU py3, py36
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-inference:<tag> 1.7.1 inférence CPU, GPU py3, py36
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-training:<tag> 1.7.1 entraînement CPU, GPU py3, py36
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-inference:<tag> 1.6.0 inférence CPU, GPU py3, py36
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-training:<tag> 1.6.0 entraînement CPU, GPU py3, py36
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-inference:<tag> 1.5.0 inférence CPU, GPU py3, py36
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-training:<tag> 1.5.0 entraînement CPU, GPU py3, py36
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-inference:<tag> 1.4.0 inférence CPU, GPU py3, py36
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-training:<tag> 1.4.0 entraînement CPU, GPU py2, py3, py36
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-inference:<tag> 1.3.1 inférence CPU, GPU py2, py3
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-training:<tag> 1.3.1 entraînement CPU, GPU py2, py3
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-inference:<tag> 1.2.0 inférence CPU, GPU py2, py3
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/pytorch-training:<tag> 1.2.0 entraînement CPU, GPU py2, py3

Spark (algorithme)

L'exemple de SDK SageMaker AI Python suivant montre comment récupérer un chemin de registre spécifique.

from sagemaker import image_uris image_uris.retrieve(framework='spark',region='ap-southeast-7',version='3.0',image_scope='processing')
Chemin de registre Version Types de tâches (portée de l'image)
471112967968.dkr.ecr.ap-southeast-7.amazonaws.com/sagemaker-spark-processing:<tag> 3.3 traitement
471112967968.dkr.ecr.ap-southeast-7.amazonaws.com/sagemaker-spark-processing:<tag> 3.2 traitement
471112967968.dkr.ecr.ap-southeast-7.amazonaws.com/sagemaker-spark-processing:<tag> 3.1 traitement
471112967968.dkr.ecr.ap-southeast-7.amazonaws.com/sagemaker-spark-processing:<tag> 3.0 traitement
471112967968.dkr.ecr.ap-southeast-7.amazonaws.com/sagemaker-spark-processing:<tag> 2,4 traitement

Tensorflow (conteneur DLC)

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

L'exemple de SDK SageMaker AI Python suivant montre comment récupérer un chemin de registre spécifique.

from sagemaker import image_uris image_uris.retrieve(framework='tensorflow',region='ap-southeast-7',version='1.12.0',image_scope='inference',instance_type='ml.c5.4xlarge')
Chemin de registre Version Types de tâche (portée de l'image) Types de processeur Versions de Python
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 2.19.0 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 2.19.0 entraînement CPU, GPU py312
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 2.18.0 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 2.18.0 entraînement CPU, GPU py310
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 2.16,2 entraînement CPU, GPU py310
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 2.16.1 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference-graviton:<tag> 2.16.1 inference_graviton CPU py310
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 2.14.1 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference-graviton:<tag> 2.14.1 inference_graviton CPU py310
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 2.14.1 entraînement CPU, GPU py310
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 2.13.0 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference-graviton:<tag> 2.13.0 inference_graviton CPU py310
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 2.13.0 entraînement CPU, GPU py310
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 2.12.1 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference-graviton:<tag> 2.12.1 inference_graviton CPU py310
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 2.12.0 entraînement CPU, GPU py310
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 2.11.1 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 2.11.0 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 2.11.0 entraînement CPU, GPU py39
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 2.10.1 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 2.10.1 entraînement CPU, GPU py39
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 2.10.0 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 2.9.3 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 2.9.2 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 2.9.2 entraînement CPU, GPU py39
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference-graviton:<tag> 2.9.1 inference_graviton CPU py38
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 2.8.4 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 2.8.0 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 2.8.0 entraînement CPU, GPU py39
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 2.7.1 entraînement CPU, GPU py38
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 2.7.0 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 2.6.3 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 2.6.3 entraînement CPU, GPU py38
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 2.6.2 entraînement CPU, GPU py38
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 2.6.0 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 2.6.0 entraînement CPU, GPU py38
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 2.5.1 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 2.5.1 entraînement CPU, GPU py37
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 2.5.0 entraînement CPU, GPU py37
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 2.4.3 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 2.4.3 entraînement CPU, GPU py37
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 2.4.1 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 2.4.1 entraînement CPU, GPU py37
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 2.3.2 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 2.3.2 entraînement CPU, GPU py37
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 2.3.1 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 2.3.1 entraînement CPU, GPU py37
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 2.3.0 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 2.3.0 entraînement CPU, GPU py37
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 2.2.2 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 2.2.2 entraînement CPU, GPU py37
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 2.2.1 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 2.2.1 entraînement CPU, GPU py37
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 2.2.0 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 2.2.0 entraînement CPU, GPU py37
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 2.1.3 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 2.1.3 entraînement CPU, GPU py3, py36
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 2.1.2 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 2.1.2 entraînement CPU, GPU py3, py36
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 2.1.1 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 2.1.1 entraînement CPU, GPU py2, py3
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 2.1.0 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 2.1.0 entraînement CPU, GPU py2, py3
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 2.0.4 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 2.0.4 entraînement CPU, GPU py3, py36
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 2.0.3 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 2.0.3 entraînement CPU, GPU py3, py36
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 2.0.2 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 2.0.2 entraînement CPU, GPU py2, py3
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 2.0.1 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 2.0.1 entraînement CPU, GPU py2, py3
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 2.0.0 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 2.0.0 entraînement CPU, GPU py2, py3
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 1,1,5 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 1,1,5 entraînement CPU, GPU py3, py36, py37
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 1.15.4 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 1.15.4 entraînement CPU, GPU py3, py36, py37
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 1.15.3 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 1.15.3 entraînement CPU, GPU py2, py3, py37
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 1.15.2 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 1.15.2 entraînement CPU, GPU py2, py3, py37
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 1.15.0 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 1.15.0 entraînement CPU, GPU py2, py3
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 1.14.0 inférence CPU, GPU -
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-training:<tag> 1.14.0 entraînement CPU, GPU py2, py3
590183813437.dkr.ecr.ap-southeast-7.amazonaws.com/tensorflow-inference:<tag> 1.13.0 inférence CPU, GPU -