Rutas de registro de Docker y código de ejemplo para (ap-east-2) - Rutas de ECR

Las traducciones son generadas a través de traducción automática. En caso de conflicto entre la traducción y la version original de inglés, prevalecerá la version en inglés.

Rutas de registro de Docker y código de ejemplo para (ap-east-2)

En los siguientes temas se enumeran los parámetros de cada uno de los algoritmos y contenedores de aprendizaje profundo que Amazon SageMaker AI proporciona en este documento Región de AWS.

PyTorch (DLC)

Para obtener información sobre las PyTorch versiones compatibles y no compatibles, consulte la tabla de políticas de soporte de Framework en la Guía para desarrolladores de AWS Deep Learning Containers.

En el siguiente ejemplo del SDK de Python para SageMaker IA, se muestra cómo recuperar una ruta de registro específica.

from sagemaker import image_uris image_uris.retrieve(framework='pytorch',region='ap-east-2',version='1.8.0',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge')
Ruta de registro Versión Tipos de trabajo (alcance de imagen) Tipos de procesadores Versiones de Python
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.7.1 entrenamiento CPU, GPU py312
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.6.0 inferencia CPU, GPU py312
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.6.0 entrenamiento CPU, GPU py312
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.5.1 inferencia CPU, GPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.5.1 entrenamiento CPU, GPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.4.0 inferencia CPU, GPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.4.0 inference_graviton CPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.4.0 entrenamiento CPU, GPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.3.0 inferencia CPU, GPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.3.0 inference_graviton CPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.3.0 entrenamiento CPU, GPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.2.1 inference_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.2.0 inferencia CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.2.0 entrenamiento CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.1.0 inferencia CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.1.0 inference_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.1.0 entrenamiento CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.0.1 inferencia CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.0.1 inference_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.0.1 entrenamiento CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.0.0 inferencia CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.0.0 inference_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.0.0 entrenamiento CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.13.1 inferencia CPU, GPU py39
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.13.1 entrenamiento CPU, GPU py39
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.12.1 inferencia CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference-graviton:<tag> 1.12.1 inference_graviton CPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.12.1 entrenamiento CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.12.0 inferencia CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.12.0 entrenamiento CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.11.0 inferencia CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.11.0 entrenamiento CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.10.2 inferencia CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.10.2 entrenamiento CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.10.0 inferencia CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.10.0 entrenamiento CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.9.1 inferencia CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.9.1 entrenamiento CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.9.0 inferencia CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.9.0 entrenamiento CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.8.1 inferencia CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.8.1 entrenamiento CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.8.0 inferencia CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.8.0 entrenamiento CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.7.1 inferencia CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.7.1 entrenamiento CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.6.0 inferencia CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.6.0 entrenamiento CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.5.0 inferencia CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.5.0 entrenamiento CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.4.0 inferencia CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.4.0 entrenamiento CPU, GPU py2, py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.3.1 inferencia CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.3.1 entrenamiento CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.2.0 inferencia CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.2.0 entrenamiento CPU, GPU py2, py3

Spark (algoritmo)

En el siguiente ejemplo del SDK de Python para SageMaker IA, se muestra cómo recuperar una ruta de registro específica.

from sagemaker import image_uris image_uris.retrieve(framework='spark',region='ap-east-2',version='3.0',image_scope='processing')
Ruta de registro Versión Tipos de trabajo (alcance de imagen)
533267296287.dkr.ecr.ap-east-2.amazonaws.com/sagemaker-spark-processing:<tag> 3.3 En proceso
533267296287.dkr.ecr.ap-east-2.amazonaws.com/sagemaker-spark-processing:<tag> 3.2 En proceso
533267296287.dkr.ecr.ap-east-2.amazonaws.com/sagemaker-spark-processing:<tag> 3.1 En proceso
533267296287.dkr.ecr.ap-east-2.amazonaws.com/sagemaker-spark-processing:<tag> 3.0 En proceso
533267296287.dkr.ecr.ap-east-2.amazonaws.com/sagemaker-spark-processing:<tag> 2.4 En proceso

Tensorflow (DLC)

Para obtener información sobre las TensorFlow versiones compatibles y no compatibles, consulte la tabla de políticas de soporte de Framework en la Guía para desarrolladores de AWS Deep Learning Containers.

En el siguiente ejemplo del SDK de Python para SageMaker IA, se muestra cómo recuperar una ruta de registro específica.

from sagemaker import image_uris image_uris.retrieve(framework='tensorflow',region='ap-east-2',version='1.12.0',image_scope='inference',instance_type='ml.c5.4xlarge')
Ruta de registro Versión Tipos de trabajo (alcance de imagen) Tipos de procesadores Versiones de Python
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.19.0 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.19.0 entrenamiento CPU, GPU py312
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.18.0 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.18.0 entrenamiento CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.16.2 entrenamiento CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.16.1 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference-graviton:<tag> 2.16.1 inference_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.14.1 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference-graviton:<tag> 2.14.1 inference_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.14.1 entrenamiento CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.13.0 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference-graviton:<tag> 2.13.0 inference_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.13.0 entrenamiento CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.12.1 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference-graviton:<tag> 2.12.1 inference_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.12.0 entrenamiento CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.11.1 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.11.0 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.11.0 entrenamiento CPU, GPU py39
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.10.1 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.10.1 entrenamiento CPU, GPU py39
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.10.0 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.9.3 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.9.2 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.9.2 entrenamiento CPU, GPU py39
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference-graviton:<tag> 2.9.1 inference_graviton CPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.8.4 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.8.0 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.8.0 entrenamiento CPU, GPU py39
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.7.1 entrenamiento CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.7.0 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.6.3 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.6.3 entrenamiento CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.6.2 entrenamiento CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.6.0 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.6.0 entrenamiento CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.5.1 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.5.1 entrenamiento CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.5.0 entrenamiento CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.4.3 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.4.3 entrenamiento CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.4.1 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.4.1 entrenamiento CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.3.2 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.3.2 entrenamiento CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.3.1 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.3.1 entrenamiento CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.3.0 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.3.0 entrenamiento CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.2.2 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.2.2 entrenamiento CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.2.1 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.2.1 entrenamiento CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.2.0 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.2.0 entrenamiento CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.1.3 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.1.3 entrenamiento CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.1.2 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.1.2 entrenamiento CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.1.1 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.1.1 entrenamiento CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.1.0 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.1.0 entrenamiento CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.0.4 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.0.4 entrenamiento CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.0.3 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.0.3 entrenamiento CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.0.2 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.0.2 entrenamiento CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.0.1 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.0.1 entrenamiento CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.0.0 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.0.0 entrenamiento CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 1.15.5 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 1.15.5 entrenamiento CPU, GPU py3, py36, py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 1.15.4 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 1.15.4 entrenamiento CPU, GPU py3, py36, py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 1.15.3 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 1.15.3 entrenamiento CPU, GPU py2, py3, py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 1.15.2 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 1.15.2 entrenamiento CPU, GPU py2, py3, py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 1.15.0 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 1.15.0 entrenamiento CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 1.14.0 inferencia CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 1.14.0 entrenamiento CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 1.13.0 inferencia CPU, GPU -