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

Le traduzioni sono generate tramite traduzione automatica. In caso di conflitto tra il contenuto di una traduzione e la versione originale in Inglese, quest'ultima prevarrà.

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 contenitori di deep learning forniti da Amazon SageMaker AI in questo Regione AWS contesto.

AutoGluon (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='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> 0,40 addestramento
772153158452.dkr.ecr.ap-south-2.amazonaws.com/autogluon-inference:<tag> 0,40 Inferenza
772153158452.dkr.ecr.ap-south-2.amazonaws.com/autogluon-training:<tag> 0,32 addestramento
772153158452.dkr.ecr.ap-south-2.amazonaws.com/autogluon-inference:<tag> 0,32 Inferenza
772153158452.dkr.ecr.ap-south-2.amazonaws.com/autogluon-training:<tag> 0,31 addestramento
772153158452.dkr.ecr.ap-south-2.amazonaws.com/autogluon-inference:<tag> 0,31 Inferenza

BlazingText (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='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)

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='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)

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='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)

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='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> 410.2 addestramento
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-pytorch-training:<tag> 410.2 addestramento
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-tensorflow-training:<tag> 410.2 addestramento
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-tensorflow-training:<tag> 410.2 addestramento
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-pytorch-inference:<tag> 410.2 Inferenza
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-pytorch-inference:<tag> 410.2 Inferenza
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-tensorflow-inference:<tag> 410.2 Inferenza
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-tensorflow-inference:<tag> 410.2 Inferenza
772153158452.dkr.ecr.ap-south-2.amazonaws.com/huggingface-pytorch-training:<tag> 46.1 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)

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='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)

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='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)

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='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)

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='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)

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='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)

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='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)

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='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)

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='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)

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='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)

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='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 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-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 Neurone (DLC)

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-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

PyTorch Training Compiler (DLC)

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-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)

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='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)

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='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)

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='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)

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='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)

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-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 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-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> 210.1 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 210.1 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> 29.3 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 29.2 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 29.2 addestramento CPU, GPU py39
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference-graviton:<tag> 29.1 inference_graviton CPU py38
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-inference:<tag> 28.4 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> 26.3 inferenza CPU, GPU -
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 26.3 addestramento CPU, GPU py38
772153158452.dkr.ecr.ap-south-2.amazonaws.com/tensorflow-training:<tag> 26.2 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)

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='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