Percorsi di registro Docker e codice di esempio per Asia Pacifico (Hyderabad) (ap-south-2) - ECR

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Percorsi di registro Docker e codice di esempio per Asia Pacifico (Hyderabad) (ap-south-2)

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.

AutoGluon (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='autogluon',region='ap-south-2',image_scope='inference',version='0.4')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
772153158452.dkr.ecr.ap-south-2.amazonaws.com/autogluon-training:<tag> 0.5.2 addestramento
772153158452.dkr.ecr.ap-south-2.amazonaws.com/autogluon-inference:<tag> 0.5.2 inferenza
772153158452.dkr.ecr.ap-south-2.amazonaws.com/autogluon-training:<tag> 0.4.3 addestramento
772153158452.dkr.ecr.ap-south-2.amazonaws.com/autogluon-inference:<tag> 0.4.3 inferenza
772153158452.dkr.ecr.ap-south-2.amazonaws.com/autogluon-training:<tag> 0.4.2 addestramento
772153158452.dkr.ecr.ap-south-2.amazonaws.com/autogluon-inference:<tag> 0.4.2 inferenza
772153158452.dkr.ecr.ap-south-2.amazonaws.com/autogluon-training:<tag> 0.4.0 addestramento
772153158452.dkr.ecr.ap-south-2.amazonaws.com/autogluon-inference:<tag> 0.4.0 inferenza
772153158452.dkr.ecr.ap-south-2.amazonaws.com/autogluon-training:<tag> 0.3.2 addestramento
772153158452.dkr.ecr.ap-south-2.amazonaws.com/autogluon-inference:<tag> 0.3.2 inferenza
772153158452.dkr.ecr.ap-south-2.amazonaws.com/autogluon-training:<tag> 0.3.1 addestramento
772153158452.dkr.ecr.ap-south-2.amazonaws.com/autogluon-inference:<tag> 0.3.1 inferenza

BlazingText (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='blazingtext',region='ap-south-2')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
628508329040.dkr.ecr.ap-south-2.amazonaws.com/blazingtext:<tag> 1 inferenza, addestramento

Previsioni DeepAR (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='forecasting-deepar',region='ap-south-2')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
628508329040.dkr.ecr.ap-south-2.amazonaws.com/forecasting-deepar:<tag> 1 inferenza, addestramento

Macchine di fattorizzazione (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='factorization-machines',region='ap-south-2')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
628508329040.dkr.ecr.ap-south-2.amazonaws.com/factorization-machines:<tag> 1 inferenza, addestramento

Hugging Face (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='huggingface',region='ap-south-2',version='4.4.2',image_scope='training',base_framework_version='tensorflow2.4.1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-pytorch-inference:<tag> 4.49.0 inferenza
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-pytorch-inference:<tag> 4.48.0 inferenza
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-pytorch-inference:<tag> 4.37.0 inferenza
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-pytorch-inference:<tag> 4.28.1 inferenza
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-pytorch-inference:<tag> 4.26.0 inferenza
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.26.0 inferenza
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-pytorch-training:<tag> 4.17.0 addestramento
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-tensorflow-training:<tag> 4.17.0 addestramento
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-pytorch-inference:<tag> 4.17.0 inferenza
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.17.0 inferenza
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-pytorch-training:<tag> 4.12.3 addestramento
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-tensorflow-training:<tag> 4.12.3 addestramento
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-pytorch-inference:<tag> 4.12.3 inferenza
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.12.3 inferenza
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-pytorch-training:<tag> 4.11.0 addestramento
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-tensorflow-training:<tag> 4.11.0 addestramento
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-pytorch-inference:<tag> 4.11.0 inferenza
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.11.0 inferenza
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-pytorch-training:<tag> 4.10.2 addestramento
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-pytorch-training:<tag> 4.10.2 addestramento
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-tensorflow-training:<tag> 4.10.2 addestramento
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-tensorflow-training:<tag> 4.10.2 addestramento
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-pytorch-inference:<tag> 4.10.2 inferenza
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-pytorch-inference:<tag> 4.10.2 inferenza
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.10.2 inferenza
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.10.2 inferenza
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 addestramento
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 addestramento
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 addestramento
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-tensorflow-training:<tag> 4.6.1 addestramento
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-pytorch-inference:<tag> 4.6.1 inferenza
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.6.1 inferenza
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-pytorch-training:<tag> 4.5.0 addestramento
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-tensorflow-training:<tag> 4.5.0 addestramento
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-pytorch-training:<tag> 4.4.2 addestramento
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-tensorflow-training:<tag> 4.4.2 addestramento

IP Insights (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='ipinsights',region='ap-south-2')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
628508329040.dkr.ecr.ap-south-2.amazonaws.com/ipinsights:<tag> 1 inferenza, addestramento

Classificazione delle immagini (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='image-classification',region='ap-south-2')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
628508329040.dkr.ecr.ap-south-2.amazonaws.com/image-classification:<tag> 1 inferenza, addestramento

K-Means (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='kmeans',region='ap-south-2')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
628508329040.dkr.ecr.ap-south-2.amazonaws.com/kmeans:<tag> 1 inferenza, addestramento

KNN (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='knn',region='ap-south-2')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
628508329040.dkr.ecr.ap-south-2.amazonaws.com/knn:<tag> 1 inferenza, addestramento

Linear Learner (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='linear-learner',region='ap-south-2')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
628508329040.dkr.ecr.ap-south-2.amazonaws.com/linear-learner:<tag> 1 inferenza, addestramento

MXNet (DLC)

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='mxnet',region='ap-south-2',version='1.4.1',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
772153158452.dkr.ecr.ap-south-2.amazonaws.com/mxnet-training:<tag> 1.9.0 addestramento CPU, GPU py38
772153158452.dkr.ecr.ap-south-2.amazonaws.com/mxnet-inference:<tag> 1.9.0 inferenza CPU, GPU py38
772153158452.dkr.ecr.ap-south-2.amazonaws.com/mxnet-training:<tag> 1.8.0 addestramento CPU, GPU py37
772153158452.dkr.ecr.ap-south-2.amazonaws.com/mxnet-inference:<tag> 1.8.0 inferenza CPU, GPU py37
772153158452.dkr.ecr.ap-south-2.amazonaws.com/mxnet-training:<tag> 1.7.0 addestramento CPU, GPU py3
772153158452.dkr.ecr.ap-south-2.amazonaws.com/mxnet-inference:<tag> 1.7.0 inferenza CPU, GPU py3
772153158452.dkr.ecr.ap-south-2.amazonaws.com/mxnet-inference-eia:<tag> 1.7.0 eia CPU py3
772153158452.dkr.ecr.ap-south-2.amazonaws.com/mxnet-training:<tag> 1.6.0 addestramento CPU, GPU py2, py3
772153158452.dkr.ecr.ap-south-2.amazonaws.com/mxnet-inference:<tag> 1.6.0 inferenza CPU, GPU py2, py3
772153158452.dkr.ecr.ap-south-2.amazonaws.com/mxnet-inference-eia:<tag> 1.5.1 eia CPU py2, py3
772153158452.dkr.ecr.ap-south-2.amazonaws.com/mxnet-training:<tag> 1.4.1 addestramento CPU, GPU py3
772153158452.dkr.ecr.ap-south-2.amazonaws.com/mxnet-inference:<tag> 1.4.1 inferenza CPU, GPU py3
772153158452.dkr.ecr.ap-south-2.amazonaws.com/mxnet-inference-eia:<tag> 1.4.1 eia CPU py2, py3

NTM (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='ntm',region='ap-south-2')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
628508329040.dkr.ecr.ap-south-2.amazonaws.com/ntm:<tag> 1 inferenza, addestramento

Rilevamento degli oggetti (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='object-detection',region='ap-south-2')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
628508329040.dkr.ecr.ap-south-2.amazonaws.com/object-detection:<tag> 1 inferenza, addestramento

Object2Vec (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='object2vec',region='ap-south-2')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
628508329040.dkr.ecr.ap-south-2.amazonaws.com/object2vec:<tag> 1 inferenza, addestramento

PCA (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='pca',region='ap-south-2')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
628508329040.dkr.ecr.ap-south-2.amazonaws.com/pca:<tag> 1 inferenza, addestramento

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='ap-south-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
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-training:<tag> 2.7.1 addestramento CPU, GPU py312
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-inference:<tag> 2.6.0 inferenza CPU, GPU py312
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-training:<tag> 2.6.0 addestramento CPU, GPU py312
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-inference:<tag> 2.5.1 inferenza CPU, GPU py311
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-training:<tag> 2.5.1 addestramento CPU, GPU py311
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-inference:<tag> 2.4.0 Inferenza CPU, GPU py311
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.4.0 inference_graviton CPU py311
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-training:<tag> 2.4.0 addestramento CPU, GPU py311
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-inference:<tag> 2.3.0 inferenza CPU, GPU py311
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.3.0 inference_graviton CPU py311
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-training:<tag> 2.3.0 addestramento CPU, GPU py311
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.2.1 inference_graviton CPU py310
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-inference:<tag> 2.2.0 inferenza CPU, GPU py310
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-training:<tag> 2.2.0 addestramento CPU, GPU py310
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-inference:<tag> 2.1.0 inferenza CPU, GPU py310
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.1.0 inference_graviton CPU py310
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-training:<tag> 2.1.0 addestramento CPU, GPU py310
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-inference:<tag> 2.0.1 inferenza CPU, GPU py310
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.0.1 inference_graviton CPU py310
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-training:<tag> 2.0.1 addestramento CPU, GPU py310
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-inference:<tag> 2.0.0 inferenza CPU, GPU py310
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.0.0 inference_graviton CPU py310
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-training:<tag> 2.0.0 addestramento CPU, GPU py310
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-inference:<tag> 1.13.1 inferenza CPU, GPU py39
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-training:<tag> 1.13.1 addestramento CPU, GPU py39
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-inference:<tag> 1.12.1 inferenza CPU, GPU py38
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-inference-graviton:<tag> 1.12.1 inference_graviton CPU py38
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-training:<tag> 1.12.1 addestramento CPU, GPU py38
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-inference:<tag> 1.12.0 inferenza CPU, GPU py38
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-training:<tag> 1.12.0 addestramento CPU, GPU py38
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-inference:<tag> 1.11.0 inferenza CPU, GPU py38
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-training:<tag> 1.11.0 addestramento CPU, GPU py38
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-inference:<tag> 1.10.2 inferenza CPU, GPU py38
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-training:<tag> 1.10.2 addestramento CPU, GPU py38
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-inference:<tag> 1.10.0 inferenza CPU, GPU py38
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-training:<tag> 1.10.0 addestramento CPU, GPU py38
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-inference:<tag> 1.9.1 inferenza CPU, GPU py38
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-training:<tag> 1.9.1 addestramento CPU, GPU py38
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-inference:<tag> 1.9.0 inferenza CPU, GPU py38
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-training:<tag> 1.9.0 addestramento CPU, GPU py38
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-inference:<tag> 1.8.1 inferenza CPU, GPU py3, py36
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-training:<tag> 1.8.1 addestramento CPU, GPU py3, py36
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-inference:<tag> 1.8.0 inferenza CPU, GPU py3, py36
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-training:<tag> 1.8.0 addestramento CPU, GPU py3, py36
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-inference:<tag> 1.7.1 inferenza CPU, GPU py3, py36
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-training:<tag> 1.7.1 addestramento CPU, GPU py3, py36
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-inference:<tag> 1.6.0 inferenza CPU, GPU py3, py36
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-training:<tag> 1.6.0 addestramento CPU, GPU py3, py36
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-inference-eia:<tag> 1.5.1 eia CPU py3
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-inference:<tag> 1.5.0 inferenza CPU, GPU py3, py36
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-training:<tag> 1.5.0 addestramento CPU, GPU py3, py36
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-inference:<tag> 1.4.0 inferenza CPU, GPU py3, py36
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-training:<tag> 1.4.0 addestramento CPU, GPU py2, py3, py36
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-inference-eia:<tag> 1.3.1 eia CPU py3
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-inference:<tag> 1.3.1 inferenza CPU, GPU py2, py3
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-training:<tag> 1.3.1 addestramento CPU, GPU py2, py3
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-inference:<tag> 1.2.0 inferenza CPU, GPU py2, py3
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-training:<tag> 1.2.0 addestramento CPU, GPU py2, py3

PyTorch Neuron (DLC)

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-neuron',region='us-west-2', image_scope='inference')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine) Tipi di processori Versioni Python
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-training-neuron:<tag> 1.11.0 addestramento TRN py38

Compilatore addestramento PyTorch (DLC)

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-training-compiler',region='us-west-2', version='py38')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine) Tipi di processori Versioni Python
772153158452.dkr.ecr.ap-south-2.amazonaws.com/pytorch-trcomp-training:<tag> 1.12.0 addestramento GPU py38

Random Cut Forest (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='randomcutforest',region='ap-south-2')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
628508329040.dkr.ecr.ap-south-2.amazonaws.com/randomcutforest:<tag> 1 inferenza, addestramento

Scikit-learn (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='sklearn',region='ap-south-2',version='0.23-1',image_scope='inference')
Percorso Registro di sistema Versione Versione del pacchetto Tipi di processo (ambito di immagine)
628508329040.dkr.ecr.ap-south-2.amazonaws.com/sagemaker-scikit-learn:<tag> 1.2-1 1.2.1 inferenza
628508329040.dkr.ecr.ap-south-2.amazonaws.com/sagemaker-scikit-learn:<tag> 1.2-1 1.2.1 addestramento
628508329040.dkr.ecr.ap-south-2.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 inferenza
628508329040.dkr.ecr.ap-south-2.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 addestramento
628508329040.dkr.ecr.ap-south-2.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 inference_graviton
628508329040.dkr.ecr.ap-south-2.amazonaws.com/sagemaker-scikit-learn:<tag> 0.23-1 0.23.2 inferenza
628508329040.dkr.ecr.ap-south-2.amazonaws.com/sagemaker-scikit-learn:<tag> 0.23-1 0.23.2 addestramento
628508329040.dkr.ecr.ap-south-2.amazonaws.com/sagemaker-scikit-learn:<tag> 0.20.0 0.20.0 inferenza
628508329040.dkr.ecr.ap-south-2.amazonaws.com/sagemaker-scikit-learn:<tag> 0.20.0 0.20.0 addestramento

Segmentazione semantica (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='semantic-segmentation',region='ap-south-2')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
628508329040.dkr.ecr.ap-south-2.amazonaws.com/semantic-segmentation:<tag> 1 inferenza, addestramento

Seq2Seq (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='seq2seq',region='ap-south-2')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
628508329040.dkr.ecr.ap-south-2.amazonaws.com/seq2seq:<tag> 1 inferenza, addestramento

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='ap-south-2',version='3.0',image_scope='processing')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
873151114052.dkr.ecr.ap-south-2.amazonaws.com/sagemaker-spark-processing:<tag> 3.3 elaborazione
873151114052.dkr.ecr.ap-south-2.amazonaws.com/sagemaker-spark-processing:<tag> 3.2 elaborazione
873151114052.dkr.ecr.ap-south-2.amazonaws.com/sagemaker-spark-processing:<tag> 3.1 elaborazione
873151114052.dkr.ecr.ap-south-2.amazonaws.com/sagemaker-spark-processing:<tag> 3.0 elaborazione
873151114052.dkr.ecr.ap-south-2.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='ap-south-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
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 2.19.0 Inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 2.19.0 addestramento CPU, GPU py312
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 2.18.0 Inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 2.18.0 addestramento CPU, GPU py310
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 2.16.2 addestramento CPU, GPU py310
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 2.16.1 Inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference-graviton:<tag> 2.16.1 inference_graviton CPU py310
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 2.14.1 Inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference-graviton:<tag> 2.14.1 inference_graviton CPU py310
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 2.14.1 addestramento CPU, GPU py310
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 2.13.0 Inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference-graviton:<tag> 2.13.0 inference_graviton CPU py310
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 2.13.0 addestramento CPU, GPU py310
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 2.12.1 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference-graviton:<tag> 2.12.1 inference_graviton CPU py310
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 2.12.0 addestramento CPU, GPU py310
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 2.11.1 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 2.11.0 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 2.11.0 addestramento CPU, GPU py39
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 2.10.1 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 2.10.1 addestramento CPU, GPU py39
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 2.10.0 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 2.9.3 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 2.9.2 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 2.9.2 addestramento CPU, GPU py39
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference-graviton:<tag> 2.9.1 inference_graviton CPU py38
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 2.8.4 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 2.8.0 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 2.8.0 addestramento CPU, GPU py39
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 2.7.1 addestramento CPU, GPU py38
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 2.7.0 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 2.6.3 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 2.6.3 addestramento CPU, GPU py38
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 2.6.2 addestramento CPU, GPU py38
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 2.6.0 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 2.6.0 addestramento CPU, GPU py38
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 2.5.1 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 2.5.1 addestramento CPU, GPU py37
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 2.5.0 addestramento CPU, GPU py37
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 2.4.3 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 2.4.3 addestramento CPU, GPU py37
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 2.4.1 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 2.4.1 addestramento CPU, GPU py37
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 2.3.2 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 2.3.2 addestramento CPU, GPU py37
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 2.3.1 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 2.3.1 addestramento CPU, GPU py37
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference-eia:<tag> 2.3.0 eia CPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 2.3.0 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 2.3.0 addestramento CPU, GPU py37
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 2.2.2 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 2.2.2 addestramento CPU, GPU py37
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 2.2.1 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 2.2.1 addestramento CPU, GPU py37
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 2.2.0 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 2.2.0 addestramento CPU, GPU py37
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 2.1.3 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 2.1.3 addestramento CPU, GPU py3, py36
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 2.1.2 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 2.1.2 addestramento CPU, GPU py3, py36
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 2.1.1 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 2.1.1 addestramento CPU, GPU py2, py3
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 2.1.0 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 2.1.0 addestramento CPU, GPU py2, py3
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 2.0.4 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 2.0.4 addestramento CPU, GPU py3, py36
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 2.0.3 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 2.0.3 addestramento CPU, GPU py3, py36
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 2.0.2 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 2.0.2 addestramento CPU, GPU py2, py3
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 2.0.1 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 2.0.1 addestramento CPU, GPU py2, py3
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference-eia:<tag> 2.0.0 eia CPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 2.0.0 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 2.0.0 addestramento CPU, GPU py2, py3
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 1.15.5 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 1.15.5 addestramento CPU, GPU py3, py36, py37
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 1.15.4 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 1.15.4 addestramento CPU, GPU py3, py36, py37
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 1.15.3 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 1.15.3 addestramento CPU, GPU py2, py3, py37
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 1.15.2 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 1.15.2 addestramento CPU, GPU py2, py3, py37
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference-eia:<tag> 1.15.0 eia CPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 1.15.0 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 1.15.0 addestramento CPU, GPU py2, py3
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference-eia:<tag> 1.14.0 eia CPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 1.14.0 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 1.14.0 addestramento CPU, GPU py2, py3
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 1.13.1 addestramento CPU, GPU py3
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 1.13.0 inferenza CPU, GPU -

XGBoost (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='xgboost',region='ap-south-2',version='1.5-1')
Percorso Registro di sistema Versione Versione del pacchetto Tipi di processo (ambito di immagine)
628508329040.dkr.ecr.ap-south-2.amazonaws.com/sagemaker-xgboost:<tag> 1.7-1 1.7.4 inferenza
628508329040.dkr.ecr.ap-south-2.amazonaws.com/sagemaker-xgboost:<tag> 1.7-1 1.7.4 addestramento
628508329040.dkr.ecr.ap-south-2.amazonaws.com/sagemaker-xgboost:<tag> 1.5-1 1.5.2 inferenza
628508329040.dkr.ecr.ap-south-2.amazonaws.com/sagemaker-xgboost:<tag> 1.5-1 1.5.2 addestramento
628508329040.dkr.ecr.ap-south-2.amazonaws.com/sagemaker-xgboost:<tag> 1.5-1 1.5.2 inference_graviton
628508329040.dkr.ecr.ap-south-2.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 inferenza
628508329040.dkr.ecr.ap-south-2.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 addestramento
628508329040.dkr.ecr.ap-south-2.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 inference_graviton
628508329040.dkr.ecr.ap-south-2.amazonaws.com/sagemaker-xgboost:<tag> 1.2-2 1.2.0 inferenza
628508329040.dkr.ecr.ap-south-2.amazonaws.com/sagemaker-xgboost:<tag> 1.2-2 1.2.0 addestramento
628508329040.dkr.ecr.ap-south-2.amazonaws.com/sagemaker-xgboost:<tag> 1.2-1 1.2.0 inferenza
628508329040.dkr.ecr.ap-south-2.amazonaws.com/sagemaker-xgboost:<tag> 1.2-1 1.2.0 addestramento
628508329040.dkr.ecr.ap-south-2.amazonaws.com/sagemaker-xgboost:<tag> 1.0-1 1.0.0 inferenza
628508329040.dkr.ecr.ap-south-2.amazonaws.com/sagemaker-xgboost:<tag> 1.0-1 1.0.0 addestramento
628508329040.dkr.ecr.ap-south-2.amazonaws.com/xgboost:<tag> 1 0.72 inferenza
628508329040.dkr.ecr.ap-south-2.amazonaws.com/xgboost:<tag> 1 0.72 addestramento
628508329040.dkr.ecr.ap-south-2.amazonaws.com/sagemaker-xgboost:<tag> 0.90-2 0.90 inferenza
628508329040.dkr.ecr.ap-south-2.amazonaws.com/sagemaker-xgboost:<tag> 0.90-2 0.90 addestramento
628508329040.dkr.ecr.ap-south-2.amazonaws.com/sagemaker-xgboost:<tag> 0.90-1 0.90 inferenza
628508329040.dkr.ecr.ap-south-2.amazonaws.com/sagemaker-xgboost:<tag> 0.90-1 0.90 addestramento