Caminhos de registro do Docker e código de exemplo para o México (Central) (mx-central-1) - Caminhos do ECR

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Caminhos de registro do Docker e código de exemplo para o México (Central) (mx-central-1)

Os tópicos a seguir listam os parâmetros para cada um dos algoritmos e contêineres de aprendizado profundo fornecidos pela Amazon SageMaker AI neste artigo Região da AWS.

PyTorch (DLC)

Para obter informações sobre as PyTorch versões suportadas e não suportadas, consulte a Tabela de políticas de suporte do Framework no AWS Deep Learning Containers Developer Guide.

O exemplo de SDK do SageMaker AI Python a seguir mostra como recuperar um caminho de registro específico.

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')
Caminho de registro Versão Tipos de trabalho (escopo da imagem) Tipos de processador Versões do Python
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 2.7.1 treinamento CPU, GPU py312
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 2.6.0 inferência CPU, GPU py312
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 2.6.0 treinamento CPU, GPU py312
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 2.5.1 inferência CPU, GPU py311
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 2.5.1 treinamento CPU, GPU py311
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 2.4.0 inferência 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 treinamento CPU, GPU py311
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 2.3.0 inferência 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 treinamento 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 inferência CPU, GPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 2.2.0 treinamento CPU, GPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 2.1.0 inferência 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 treinamento CPU, GPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 2.0.1 inferência 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 treinamento CPU, GPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 2.0.0 inferência 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 treinamento CPU, GPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 1.13.1 inferência CPU, GPU py39
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 1.13.1 treinamento CPU, GPU py39
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 1.12.1 inferência 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 treinamento CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 1.12.0 inferência CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 1.12.0 treinamento CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 1.11.0 inferência CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 1.11.0 treinamento CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 1.10.2 inferência CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 1.10.2 treinamento CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 1.10.0 inferência CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 1.10.0 treinamento CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 1.9.1 inferência CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 1.9.1 treinamento CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 1.9.0 inferência CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 1.9.0 treinamento CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 1.8.1 inferência CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 1.8.1 treinamento CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 1.8.0 inferência CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 1.8.0 treinamento CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 1.7.1 inferência CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 1.7.1 treinamento CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 1.6.0 inferência CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 1.6.0 treinamento CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 1.5.0 inferência CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 1.5.0 treinamento CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 1.4.0 inferência CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 1.4.0 treinamento CPU, GPU py2, py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 1.3.1 inferência CPU, GPU py2, py3
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 1.3.1 treinamento CPU, GPU py2, py3
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-inference:<tag> 1.2.0 inferência CPU, GPU py2, py3
637423239942.dkr.ecr.mx-central-1.amazonaws.com/pytorch-training:<tag> 1.2.0 treinamento CPU, GPU py2, py3

Spark (algoritmo)

O exemplo de SDK do SageMaker AI Python a seguir mostra como recuperar um caminho de registro específico.

from sagemaker import image_uris image_uris.retrieve(framework='spark',region='mx-central-1',version='3.0',image_scope='processing')
Caminho de registro Versão Tipos de trabalho (escopo da imagem)
211125459255.dkr.ecr.mx-central-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.3 processamento
211125459255.dkr.ecr.mx-central-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.2 processamento
211125459255.dkr.ecr.mx-central-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.1 processamento
211125459255.dkr.ecr.mx-central-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.0 processamento
211125459255.dkr.ecr.mx-central-1.amazonaws.com/sagemaker-spark-processing:<tag> 2.4 processamento

Tensorflow (DLC)

Para obter informações sobre as TensorFlow versões suportadas e não suportadas, consulte a Tabela de políticas de suporte do Framework no AWS Deep Learning Containers Developer Guide.

O exemplo de SDK do SageMaker AI Python a seguir mostra como recuperar um caminho de registro específico.

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')
Caminho de registro Versão Tipos de trabalho (escopo da imagem) Tipos de processador Versões do Python
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.19.0 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.19.0 treinamento CPU, GPU py312
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.18.0 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.18.0 treinamento CPU, GPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.16.2 treinamento CPU, GPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.16.1 inferência 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 inferência 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 treinamento CPU, GPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.13.0 inferência 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 treinamento CPU, GPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.12.1 inferência 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 treinamento CPU, GPU py310
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.11.1 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.11.0 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.11.0 treinamento CPU, GPU py39
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.10.1 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.10.1 treinamento CPU, GPU py39
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.10.0 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.9.3 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.9.2 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.9.2 treinamento 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 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.8.0 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.8.0 treinamento CPU, GPU py39
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.7.1 treinamento CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.7.0 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.6.3 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.6.3 treinamento CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.6.2 treinamento CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.6.0 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.6.0 treinamento CPU, GPU py38
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.5.1 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.5.1 treinamento CPU, GPU py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.5.0 treinamento CPU, GPU py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.4.3 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.4.3 treinamento CPU, GPU py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.4.1 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.4.1 treinamento CPU, GPU py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.3.2 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.3.2 treinamento CPU, GPU py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.3.1 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.3.1 treinamento CPU, GPU py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.3.0 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.3.0 treinamento CPU, GPU py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.2.2 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.2.2 treinamento CPU, GPU py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.2.1 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.2.1 treinamento CPU, GPU py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.2.0 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.2.0 treinamento CPU, GPU py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.1.3 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.1.3 treinamento CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.1.2 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.1.2 treinamento CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.1.1 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.1.1 treinamento CPU, GPU py2, py3
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.1.0 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.1.0 treinamento CPU, GPU py2, py3
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.0.4 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.0.4 treinamento CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.0.3 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.0.3 treinamento CPU, GPU py3, py36
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.0.2 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.0.2 treinamento CPU, GPU py2, py3
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.0.1 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.0.1 treinamento CPU, GPU py2, py3
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 2.0.0 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 2.0.0 treinamento CPU, GPU py2, py3
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 1.15.5 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 1.15.5 treinamento CPU, GPU py3, py36, py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 1.15.4 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 1.15.4 treinamento CPU, GPU py3, py36, py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 1.15.3 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 1.15.3 treinamento CPU, GPU py2, py3, py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 1.15.2 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 1.15.2 treinamento CPU, GPU py2, py3, py37
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 1.15.0 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 1.15.0 treinamento CPU, GPU py2, py3
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 1.14.0 inferência CPU, GPU -
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-training:<tag> 1.14.0 treinamento CPU, GPU py2, py3
637423239942.dkr.ecr.mx-central-1.amazonaws.com/tensorflow-inference:<tag> 1.13.0 inferência CPU, GPU -