Percorsi di registro Docker e codice di esempio per Messico (centrale) (mx-central-1) - ECR

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Percorsi di registro Docker e codice di esempio per Messico (centrale) (mx-central-1)

I seguenti argomenti elencano i parametri per ciascuno degli algoritmi e Container per il Deep Learning forniti da Amazon SageMaker AI in questa Regione AWS.

PyTorch (DLC)

Per informazioni sulle versioni di PyTorch supportate e non supportate, consulta Framework Support Policy Table nella Guida per gli sviluppatori dei Container AWS per il Deep Learning.

L’esempio seguente di SageMaker AI Python SDK mostra come recuperare un percorso di registro specifico.

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')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine) Tipi di processori Versioni Python
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 2.7.1 addestramento CPU, GPU py312
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 2.6.0 inferenza CPU, GPU py312
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 2.6.0 addestramento CPU, GPU py312
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 2.5.1 inferenza CPU, GPU py311
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 2.5.1 addestramento CPU, GPU py311
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 2.4.0 Inferenza CPU, GPU py311
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference-graviton:<tag> 2.4.0 inference_graviton CPU py311
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 2.4.0 addestramento CPU, GPU py311
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 2.3.0 inferenza CPU, GPU py311
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference-graviton:<tag> 2.3.0 inference_graviton CPU py311
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 2.3.0 addestramento CPU, GPU py311
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference-graviton:<tag> 2.2.1 inference_graviton CPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 2.2.0 inferenza CPU, GPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 2.2.0 addestramento CPU, GPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 2.1.0 inferenza CPU, GPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference-graviton:<tag> 2.1.0 inference_graviton CPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 2.1.0 addestramento CPU, GPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 2.0.1 inferenza CPU, GPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference-graviton:<tag> 2.0.1 inference_graviton CPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 2.0.1 addestramento CPU, GPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 2.0.0 inferenza CPU, GPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference-graviton:<tag> 2.0.0 inference_graviton CPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 2.0.0 addestramento CPU, GPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 1.13.1 inferenza CPU, GPU py39
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 1.13.1 addestramento CPU, GPU py39
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 1.12.1 inferenza CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference-graviton:<tag> 1.12.1 inference_graviton CPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 1.12.1 addestramento CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 1.12.0 inferenza CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 1.12.0 addestramento CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 1.11.0 inferenza CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 1.11.0 addestramento CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 1.10.2 inferenza CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 1.10.2 addestramento CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 1.10.0 inferenza CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 1.10.0 addestramento CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 1.9.1 inferenza CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 1.9.1 addestramento CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 1.9.0 inferenza CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 1.9.0 addestramento CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 1.8.1 inferenza CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 1.8.1 addestramento CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 1.8.0 inferenza CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 1.8.0 addestramento CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 1.7.1 inferenza CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 1.7.1 addestramento CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 1.6.0 inferenza CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 1.6.0 addestramento CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 1.5.0 inferenza CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 1.5.0 addestramento CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 1.4.0 inferenza CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 1.4.0 addestramento CPU, GPU py2, py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 1.3.1 inferenza CPU, GPU py2, py3
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 1.3.1 addestramento CPU, GPU py2, py3
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 1.2.0 inferenza CPU, GPU py2, py3
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 1.2.0 addestramento CPU, GPU py2, py3

Spark (algoritmo)

L’esempio seguente di SageMaker AI Python SDK mostra come recuperare un percorso di registro specifico.

from sagemaker import image_uris image_uris.retrieve(framework='spark',region='mx-central-1',version='3.0',image_scope='processing')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
211125459255.dkr.ecr.mx-central-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.3 elaborazione
211125459255.dkr.ecr.mx-central-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.2 elaborazione
211125459255.dkr.ecr.mx-central-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.1 elaborazione
211125459255.dkr.ecr.mx-central-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.0 elaborazione
211125459255.dkr.ecr.mx-central-1.amazonaws.com/sagemaker-spark-processing:<tag> 2.4 elaborazione

Tensorflow (DLC)

Per informazioni sulle versioni di TensorFlow supportate e non supportate, consulta Framework Support Policy Table nella Guida per gli sviluppatori dei Container AWS per il Deep Learning.

L’esempio seguente di SageMaker AI Python SDK mostra come recuperare un percorso di registro specifico.

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')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine) Tipi di processori Versioni Python
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.19.0 Inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.19.0 addestramento CPU, GPU py312
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.18.0 Inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.18.0 addestramento CPU, GPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.16.2 addestramento CPU, GPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.16.1 Inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference-graviton:<tag> 2.16.1 inference_graviton CPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.14.1 Inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference-graviton:<tag> 2.14.1 inference_graviton CPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.14.1 addestramento CPU, GPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.13.0 Inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference-graviton:<tag> 2.13.0 inference_graviton CPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.13.0 addestramento CPU, GPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.12.1 inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference-graviton:<tag> 2.12.1 inference_graviton CPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.12.0 addestramento CPU, GPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.11.1 inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.11.0 inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.11.0 addestramento CPU, GPU py39
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.10.1 inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.10.1 addestramento CPU, GPU py39
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.10.0 inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.9.3 inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.9.2 inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.9.2 addestramento CPU, GPU py39
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference-graviton:<tag> 2.9.1 inference_graviton CPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.8.4 inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.8.0 inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.8.0 addestramento CPU, GPU py39
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.7.1 addestramento CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.7.0 inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.6.3 inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.6.3 addestramento CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.6.2 addestramento CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.6.0 inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.6.0 addestramento CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.5.1 inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.5.1 addestramento CPU, GPU py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.5.0 addestramento CPU, GPU py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.4.3 inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.4.3 addestramento CPU, GPU py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.4.1 inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.4.1 addestramento CPU, GPU py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.3.2 inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.3.2 addestramento CPU, GPU py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.3.1 inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.3.1 addestramento CPU, GPU py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.3.0 inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.3.0 addestramento CPU, GPU py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.2.2 inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.2.2 addestramento CPU, GPU py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.2.1 inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.2.1 addestramento CPU, GPU py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.2.0 inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.2.0 addestramento CPU, GPU py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.1.3 inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.1.3 addestramento CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.1.2 inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.1.2 addestramento CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.1.1 inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.1.1 addestramento CPU, GPU py2, py3
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.1.0 inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.1.0 addestramento CPU, GPU py2, py3
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.0.4 inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.0.4 addestramento CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.0.3 inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.0.3 addestramento CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.0.2 inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.0.2 addestramento CPU, GPU py2, py3
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.0.1 inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.0.1 addestramento CPU, GPU py2, py3
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.0.0 inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.0.0 addestramento CPU, GPU py2, py3
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 1.15.5 inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 1.15.5 addestramento CPU, GPU py3, py36, py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 1.15.4 inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 1.15.4 addestramento CPU, GPU py3, py36, py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 1.15.3 inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 1.15.3 addestramento CPU, GPU py2, py3, py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 1.15.2 inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 1.15.2 addestramento CPU, GPU py2, py3, py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 1.15.0 inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 1.15.0 addestramento CPU, GPU py2, py3
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 1.14.0 inferenza CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 1.14.0 addestramento CPU, GPU py2, py3
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 1.13.0 inferenza CPU, GPU -