Percorsi del registro Docker e codice di esempio per (ap-east-2) - ECR

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Percorsi del registro Docker e codice di esempio per (ap-east-2)

I seguenti argomenti elencano i parametri per ciascuno degli algoritmi e contenitori di deep learning forniti da Amazon SageMaker AI in questo Regione AWS contesto.

PyTorch (DLC)

Per informazioni sulle PyTorch versioni supportate e non supportate, consulta la tabella dei criteri di supporto del Framework nella AWS Deep Learning Containers Developer Guide.

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

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')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine) Tipi di processori Versioni Python
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.7.1 addestramento CPU, GPU py312
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.6.0 inferenza CPU, GPU py312
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.6.0 addestramento CPU, GPU py312
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.5.1 inferenza CPU, GPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.5.1 addestramento CPU, GPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.4.0 Inferenza 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 addestramento CPU, GPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.3.0 inferenza 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 addestramento 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 inferenza CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.2.0 addestramento CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.1.0 inferenza 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 addestramento CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.0.1 inferenza 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 addestramento CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.0.0 inferenza 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 addestramento CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.13.1 inferenza CPU, GPU py39
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.13.1 addestramento CPU, GPU py39
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.12.1 inferenza 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 addestramento CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.12.0 inferenza CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.12.0 addestramento CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.11.0 inferenza CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.11.0 addestramento CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.10.2 inferenza CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.10.2 addestramento CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.10.0 inferenza CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.10.0 addestramento CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.9.1 inferenza CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.9.1 addestramento CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.9.0 inferenza CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.9.0 addestramento CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.8.1 inferenza CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.8.1 addestramento CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.8.0 inferenza CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.8.0 addestramento CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.7.1 inferenza CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.7.1 addestramento CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.6.0 inferenza CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.6.0 addestramento CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.5.0 inferenza CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.5.0 addestramento CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.4.0 inferenza CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.4.0 addestramento CPU, GPU py2, py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.3.1 inferenza CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.3.1 addestramento CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.2.0 inferenza CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.2.0 addestramento CPU, GPU py2, py3

Spark (algoritmo)

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

from sagemaker import image_uris image_uris.retrieve(framework='spark',region='ap-east-2',version='3.0',image_scope='processing')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
533267296287.dkr.ecr.ap-east-2.amazonaws.com/sagemaker-spark-processing:<tag> 3.3 elaborazione
533267296287.dkr.ecr.ap-east-2.amazonaws.com/sagemaker-spark-processing:<tag> 3.2 elaborazione
533267296287.dkr.ecr.ap-east-2.amazonaws.com/sagemaker-spark-processing:<tag> 3.1 elaborazione
533267296287.dkr.ecr.ap-east-2.amazonaws.com/sagemaker-spark-processing:<tag> 3.0 elaborazione
533267296287.dkr.ecr.ap-east-2.amazonaws.com/sagemaker-spark-processing:<tag> 2.4 elaborazione

Tensorflow (DLC)

Per informazioni sulle TensorFlow versioni supportate e non supportate, consulta la tabella dei criteri di supporto del Framework nella AWS Deep Learning Containers Developer Guide.

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

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')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine) Tipi di processori Versioni Python
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.19.0 Inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.19.0 addestramento CPU, GPU py312
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.18.0 Inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.18.0 addestramento CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.16.2 addestramento CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2,16,1 Inferenza 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 Inferenza 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 addestramento CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.13.0 Inferenza 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 addestramento CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2,12,1 inferenza 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 addestramento CPU, GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.11.1 inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.11.0 inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.11.0 addestramento CPU, GPU py39
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 210.1 inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 210.1 addestramento CPU, GPU py39
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.10.0 inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 29.3 inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 29.2 inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 29.2 addestramento CPU, GPU py39
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference-graviton:<tag> 29.1 inference_graviton CPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 28.4 inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.8.0 inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.8.0 addestramento CPU, GPU py39
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.7.1 addestramento CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.7.0 inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 26.3 inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 26.3 addestramento CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 26.2 addestramento CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.6.0 inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.6.0 addestramento CPU, GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.5.1 inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.5.1 addestramento CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.5.0 addestramento CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.4.3 inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.4.3 addestramento CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.4.1 inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.4.1 addestramento CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.3.2 inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.3.2 addestramento CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.3.1 inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.3.1 addestramento CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.3.0 inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.3.0 addestramento CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.2.2 inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.2.2 addestramento CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.2.1 inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.2.1 addestramento CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.2.0 inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.2.0 addestramento CPU, GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.1.3 inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.1.3 addestramento CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.1.2 inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.1.2 addestramento CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.1.1 inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.1.1 addestramento CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.1.0 inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.1.0 addestramento CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.0.4 inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.0.4 addestramento CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.0.3 inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.0.3 addestramento CPU, GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.0.2 inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.0.2 addestramento CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.0.1 inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.0.1 addestramento CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.0.0 inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.0.0 addestramento CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 1,15,5 inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 1,15,5 addestramento CPU, GPU py3, py36, py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 1.15,4 inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 1.15,4 addestramento CPU, GPU py3, py36, py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 1.15.3 inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 1.15.3 addestramento CPU, GPU py2, py3, py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 1.15.2 inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 1.15.2 addestramento CPU, GPU py2, py3, py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 1.15.0 inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 1.15.0 addestramento CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 1.14.0 inferenza CPU, GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 1.14.0 addestramento CPU, GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 1.13.0 inferenza CPU, GPU -