Chemins de registre Docker et exemple de code pour l'Asie-Pacifique (Malaisie) (ap-southeast-5) - Chemins ECR

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Chemins de registre Docker et exemple de code pour l'Asie-Pacifique (Malaisie) (ap-southeast-5)

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 manuel AWS Deep Learning Containers Developer Guide.

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-5',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
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 2.7.1 entraînement CPU, GPU py312
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 2.6.0 inférence CPU, GPU py312
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 2.6.0 entraînement CPU, GPU py312
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 2.5.1 inférence CPU, GPU py311
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 2.5.1 entraînement CPU, GPU py311
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 2.4.0 inférence 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 entraînement CPU, GPU py311
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 2.3.0 inférence 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 entraînement 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 inférence CPU, GPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 2.2.0 entraînement CPU, GPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 2.1.0 inférence 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 entraînement CPU, GPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 2.0.1 inférence 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 entraînement CPU, GPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 2.0.0 inférence 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 entraînement CPU, GPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 1.13.1 inférence CPU, GPU py39
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 1.13.1 entraînement CPU, GPU py39
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 1.12.1 inférence 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 entraînement CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 1.12.0 inférence CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 1.12.0 entraînement CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 1.11.0 inférence CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 1.11.0 entraînement CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 1.10.2 inférence CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 1.10.2 entraînement CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 1.10.0 inférence CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 1.10.0 entraînement CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 1.9.1 inférence CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 1.9.1 entraînement CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 1.9.0 inférence CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 1.9.0 entraînement CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 1.8.1 inférence CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 1.8.1 entraînement CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 1.8.0 inférence CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 1.8.0 entraînement CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 1.7.1 inférence CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 1.7.1 entraînement CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 1.6.0 inférence CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 1.6.0 entraînement CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 1.5.0 inférence CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 1.5.0 entraînement CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 1.4.0 inférence CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 1.4.0 entraînement CPU, GPU py2, py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 1.3.1 inférence CPU, GPU py2, py3
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<tag> 1.3.1 entraînement CPU, GPU py2, py3
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<tag> 1.2.0 inférence CPU, GPU py2, py3
550225433462.dkr.ecr.ap-southeast-5.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-5',version='3.0',image_scope='processing')
Chemin de registre Version Types de tâches (portée de l'image)
841784149062.dkr.ecr.ap-southeast-5.amazonaws.com/sagemaker-spark-processing:<tag> 3.3 traitement
841784149062.dkr.ecr.ap-southeast-5.amazonaws.com/sagemaker-spark-processing:<tag> 3.2 traitement
841784149062.dkr.ecr.ap-southeast-5.amazonaws.com/sagemaker-spark-processing:<tag> 3.1 traitement
841784149062.dkr.ecr.ap-southeast-5.amazonaws.com/sagemaker-spark-processing:<tag> 3.0 traitement
841784149062.dkr.ecr.ap-southeast-5.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 manuel AWS Deep Learning Containers Developer Guide.

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-5',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
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.19.0 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.19.0 entraînement CPU, GPU py312
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.18.0 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.18.0 entraînement CPU, GPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.16,2 entraînement CPU, GPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.16.1 inférence 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 inférence 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 entraînement CPU, GPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.13.0 inférence 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 entraînement CPU, GPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.12.1 inférence 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 entraînement CPU, GPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.11.1 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.11.0 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.11.0 entraînement CPU, GPU py39
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.10.1 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.10.1 entraînement CPU, GPU py39
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.10.0 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.9.3 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.9.2 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.9.2 entraînement 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 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.8.0 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.8.0 entraînement CPU, GPU py39
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.7.1 entraînement CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.7.0 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.6.3 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.6.3 entraînement CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.6.2 entraînement CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.6.0 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.6.0 entraînement CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.5.1 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.5.1 entraînement CPU, GPU py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.5.0 entraînement CPU, GPU py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.4.3 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.4.3 entraînement CPU, GPU py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.4.1 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.4.1 entraînement CPU, GPU py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.3.2 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.3.2 entraînement CPU, GPU py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.3.1 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.3.1 entraînement CPU, GPU py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.3.0 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.3.0 entraînement CPU, GPU py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.2.2 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.2.2 entraînement CPU, GPU py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.2.1 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.2.1 entraînement CPU, GPU py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.2.0 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.2.0 entraînement CPU, GPU py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.1.3 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.1.3 entraînement CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.1.2 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.1.2 entraînement CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.1.1 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.1.1 entraînement CPU, GPU py2, py3
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.1.0 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.1.0 entraînement CPU, GPU py2, py3
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.0.4 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.0.4 entraînement CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.0.3 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.0.3 entraînement CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.0.2 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.0.2 entraînement CPU, GPU py2, py3
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.0.1 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.0.1 entraînement CPU, GPU py2, py3
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 2.0.0 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 2.0.0 entraînement CPU, GPU py2, py3
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 1,1,5 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 1,1,5 entraînement CPU, GPU py3, py36, py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 1.15.4 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 1.15.4 entraînement CPU, GPU py3, py36, py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 1.15.3 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 1.15.3 entraînement CPU, GPU py2, py3, py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 1.15.2 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 1.15.2 entraînement CPU, GPU py2, py3, py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 1.15.0 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 1.15.0 entraînement CPU, GPU py2, py3
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 1.14.0 inférence CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<tag> 1.14.0 entraînement CPU, GPU py2, py3
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<tag> 1.13.0 inférence CPU, GPU -