Chemins de registre Docker et exemple de code pour Mexique (Centre) (mx-central-1) - Chemins ECR

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Chemins de registre Docker et exemple de code pour Mexique (Centre) (mx-central-1)

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='mx-central-1',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
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<balise> 2.7.1 entraînement CPU, GPU py312
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<balise> 2.6.0 inférence CPU, GPU py312
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<balise> 2.6.0 entraînement CPU, GPU py312
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<balise> 2.5.1 inférence CPU, GPU py311
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<balise> 2.5.1 entraînement CPU, GPU py311
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<balise> 2.4.0 inférence CPU, GPU py311
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference-graviton:<balise> 2.4.0 inference_graviton CPU py311
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<balise> 2.4.0 entraînement CPU, GPU py311
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<balise> 2.3.0 inférence CPU, GPU py311
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference-graviton:<balise> 2.3.0 inference_graviton CPU py311
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<balise> 2.3.0 entraînement CPU, GPU py311
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference-graviton:<balise> 2.2.1 inference_graviton CPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<balise> 2.2.0 inférence CPU, GPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<balise> 2.2.0 entraînement CPU, GPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<balise> 2.1.0 inférence CPU, GPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference-graviton:<balise> 2.1.0 inference_graviton CPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<balise> 2.1.0 entraînement CPU, GPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<balise> 2.0.1 inférence CPU, GPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference-graviton:<balise> 2.0.1 inference_graviton CPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<balise> 2.0.1 entraînement CPU, GPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<balise> 2.0.0 inférence CPU, GPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference-graviton:<balise> 2.0.0 inference_graviton CPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<balise> 2.0.0 entraînement CPU, GPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<balise> 1.13.1 inférence CPU, GPU py39
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<balise> 1.13.1 entraînement CPU, GPU py39
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<balise> 1.12.1 inférence CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference-graviton:<balise> 1.12.1 inference_graviton CPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<balise> 1.12.1 entraînement CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<balise> 1.12.0 inférence CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<balise> 1.12.0 entraînement CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<balise> 1.11.0 inférence CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<balise> 1.11.0 entraînement CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<balise> 1.10.2 inférence CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<balise> 1.10.2 entraînement CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<balise> 1.10.0 inférence CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<balise> 1.10.0 entraînement CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<balise> 1.9.1 inférence CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<balise> 1.9.1 entraînement CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<balise> 1.9.0 inférence CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<balise> 1.9.0 entraînement CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<balise> 1.8.1 inférence CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<balise> 1.8.1 entraînement CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<balise> 1.8.0 inférence CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<balise> 1.8.0 entraînement CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<balise> 1.7.1 inférence CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<balise> 1.7.1 entraînement CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<balise> 1.6.0 inférence CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<balise> 1.6.0 entraînement CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<balise> 1.5.0 inférence CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<balise> 1.5.0 entraînement CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<balise> 1.4.0 inférence CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<balise> 1.4.0 entraînement CPU, GPU py2, py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<balise> 1.3.1 inférence CPU, GPU py2, py3
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<balise> 1.3.1 entraînement CPU, GPU py2, py3
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<balise> 1.2.0 inférence CPU, GPU py2, py3
637423239942.dkr.ecr.mx-central-1.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='mx-central-1',version='3.0',image_scope='processing')
Chemin de registre Version Types de tâches (portée de l’image)
211125459255.dkr.ecr.mx-central-1.amazonaws.com/sagemaker-spark-processing:<balise> 3.3 traitement
211125459255.dkr.ecr.mx-central-1.amazonaws.com/sagemaker-spark-processing:<balise> 3.2 traitement
211125459255.dkr.ecr.mx-central-1.amazonaws.com/sagemaker-spark-processing:<balise> 3.1 traitement
211125459255.dkr.ecr.mx-central-1.amazonaws.com/sagemaker-spark-processing:<balise> 3.0 traitement
211125459255.dkr.ecr.mx-central-1.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='mx-central-1',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
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 2.19.0 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 2.19.0 entraînement CPU, GPU py312
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 2.18.0 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 2.18.0 entraînement CPU, GPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 2.16.2 entraînement CPU, GPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 2.16.1 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference-graviton:<balise> 2.16.1 inference_graviton CPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 2.14.1 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference-graviton:<balise> 2.14.1 inference_graviton CPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 2.14.1 entraînement CPU, GPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 2.13.0 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference-graviton:<balise> 2.13.0 inference_graviton CPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 2.13.0 entraînement CPU, GPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 2.12.1 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference-graviton:<balise> 2.12.1 inference_graviton CPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 2.12.0 entraînement CPU, GPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 2.11.1 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 2.11.0 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 2.11.0 entraînement CPU, GPU py39
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 2.10.1 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 2.10.1 entraînement CPU, GPU py39
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 2.10.0 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 2.9.3 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 2.9.2 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 2.9.2 entraînement CPU, GPU py39
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference-graviton:<balise> 2.9.1 inference_graviton CPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 2.8.4 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 2.8.0 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 2.8.0 entraînement CPU, GPU py39
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 2.7.1 entraînement CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 2.7.0 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 2.6.3 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 2.6.3 entraînement CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 2.6.2 entraînement CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 2.6.0 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 2.6.0 entraînement CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 2.5.1 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 2.5.1 entraînement CPU, GPU py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 2.5.0 entraînement CPU, GPU py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 2.4.3 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 2.4.3 entraînement CPU, GPU py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 2.4.1 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 2.4.1 entraînement CPU, GPU py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 2.3.2 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 2.3.2 entraînement CPU, GPU py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 2.3.1 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 2.3.1 entraînement CPU, GPU py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 2.3.0 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 2.3.0 entraînement CPU, GPU py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 2.2.2 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 2.2.2 entraînement CPU, GPU py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 2.2.1 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 2.2.1 entraînement CPU, GPU py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 2.2.0 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 2.2.0 entraînement CPU, GPU py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 2.1.3 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 2.1.3 entraînement CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 2.1.2 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 2.1.2 entraînement CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 2.1.1 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 2.1.1 entraînement CPU, GPU py2, py3
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 2.1.0 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 2.1.0 entraînement CPU, GPU py2, py3
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 2.0.4 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 2.0.4 entraînement CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 2.0.3 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 2.0.3 entraînement CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 2.0.2 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 2.0.2 entraînement CPU, GPU py2, py3
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 2.0.1 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 2.0.1 entraînement CPU, GPU py2, py3
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 2.0.0 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 2.0.0 entraînement CPU, GPU py2, py3
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 1.15.5 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 1.15.5 entraînement CPU, GPU py3, py36, py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 1.15.4 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 1.15.4 entraînement CPU, GPU py3, py36, py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 1.15.3 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 1.15.3 entraînement CPU, GPU py2, py3, py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 1.15.2 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 1.15.2 entraînement CPU, GPU py2, py3, py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 1.15.0 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 1.15.0 entraînement CPU, GPU py2, py3
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 1.14.0 inférence CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<balise> 1.14.0 entraînement CPU, GPU py2, py3
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<balise> 1.13.0 inférence CPU, GPU -