Percorsi di registro Docker e codice di esempio per l'Africa (Città del Capo) (af-south-1) - 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 l'Africa (Città del Capo) (af-south-1)

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='af-south-1',image_scope='inference',version='0.4')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> 1.3.0 addestramento
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> 1.3.0 inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> 1.2.0 addestramento
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> 1.2.0 inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> 1.1.1 addestramento
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> 1.1.1 inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> 1.1.0 addestramento
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> 1.1.0 inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> 1.0.0 addestramento
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> 1.0.0 inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> 0.8.2 addestramento
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> 0.8.2 inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> 0.7.0 addestramento
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> 0.7.0 inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> 0.6.2 addestramento
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> 0.6.2 inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> 0.6.1 addestramento
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> 0.6.1 inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> 0.5.2 addestramento
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> 0.5.2 inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> 0.4.3 addestramento
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> 0.4.3 inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> 0.4.2 addestramento
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> 0.4.2 inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> 0.4.0 addestramento
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> 0.4.0 inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> 0.3.2 addestramento
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> 0.3.2 inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> 0.3.1 addestramento
626614931356.dkr.ecr.af-south-1.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='af-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
455444449433.dkr.ecr.af-south-1.amazonaws.com/blazingtext:<tag> 1 inferenza, addestramento

Chainer (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='chainer',region='af-south-1',version='5.0.0',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
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-chainer:<tag> 5.0.0 inferenza, addestramento CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-chainer:<tag> 4.1.0 inferenza, addestramento CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-chainer:<tag> 4.0.0 inferenza, addestramento CPU, GPU py2, py3

Clarify (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='clarify',region='af-south-1',version='1.0',image_scope='processing')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
811711786498.dkr.ecr.af-south-1.amazonaws.com/sagemaker-clarify-processing:<tag> 1.0 elaborazione

DJL DeepSpeed (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='djl-deepspeed', region='us-west-2',py_version='py3',image_scope='inference')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
626614931356.dkr.ecr.af-south-1.amazonaws.com/djl-inference:0.27.0-deepspeed0.12.6-cu121-<tag> 0.27.0 Inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/djl-inference:0.26.0-deepspeed0.12.6-cu121-<tag> 0.26.0 Inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/djl-inference:0.25.0-deepspeed0.11.0-cu118-<tag> 0.25.0 Inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/djl-inference:0.24.0-deepspeed0.10.0-cu118-<tag> 0.24.0 Inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/djl-inference:0.23.0-deepspeed0.9.5-cu118-<tag> 0.23.0 Inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/djl-inference:0.22.1-deepspeed0.9.2-cu118-<tag> 0.22.1 inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/djl-inference:0.21.0-deepspeed0.8.3-cu117-<tag> 0.21.0 inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/djl-inference:0.20.0-deepspeed0.7.5-cu116-<tag> 0.20.0 inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/djl-inference:0.19.0-deepspeed0.7.3-cu113-<tag> 0.19.0 inferenza

Data Wrangler (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='data-wrangler',region='af-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
143210264188.dkr.ecr.af-south-1.amazonaws.com/sagemaker-data-wrangler-container:<tag> 3.x elaborazione
143210264188.dkr.ecr.af-south-1.amazonaws.com/sagemaker-data-wrangler-container:<tag> 2.x elaborazione
143210264188.dkr.ecr.af-south-1.amazonaws.com/sagemaker-data-wrangler-container:<tag> 1.x elaborazione

Debugger (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='debugger',region='af-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
314341159256.dkr.ecr.af-south-1.amazonaws.com/sagemaker-debugger-rules:<tag> più recente debugger

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='af-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
455444449433.dkr.ecr.af-south-1.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='af-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
455444449433.dkr.ecr.af-south-1.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='af-south-1',version='4.4.2',image_scope='training',base_framework_version='tensorflow2.4.1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.49.0 addestramento
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.49.0 inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.48.0 addestramento
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.48.0 inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.46.1 addestramento
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.37.0 inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.36.0 addestramento
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.28.1 addestramento
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.28.1 inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.26.0 addestramento
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.26.0 inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.26.0 inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.17.0 addestramento
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.17.0 addestramento
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.17.0 inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.17.0 inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.12.3 addestramento
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.12.3 addestramento
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.12.3 inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.12.3 inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.11.0 addestramento
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.11.0 addestramento
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.11.0 inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.11.0 inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.10.2 addestramento
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.10.2 addestramento
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.10.2 addestramento
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.10.2 addestramento
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.10.2 inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.10.2 inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.10.2 inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.10.2 inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 addestramento
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 addestramento
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 addestramento
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.6.1 addestramento
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.6.1 inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.6.1 inferenza
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.5.0 addestramento
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.5.0 addestramento
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.4.2 addestramento
626614931356.dkr.ecr.af-south-1.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='af-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
455444449433.dkr.ecr.af-south-1.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='af-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
455444449433.dkr.ecr.af-south-1.amazonaws.com/image-classification:<tag> 1 inferenza, addestramento

Inferentia 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='inferentia-mxnet',region='af-south-1',version='1.5.1',instance_type='ml.inf1.6xlarge')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine) Tipi di processori Versioni Python
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-neo-mxnet:<tag> 1.8 inferenza inf py3
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-neo-mxnet:<tag> 1.5.1 inferenza inf py3

Inferentia 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='inferentia-pytorch',region='af-south-1',version='1.9',py_version='py3')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine) Tipi di processori Versioni Python
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-neo-pytorch:<tag> 1.9 inferenza inf py3
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-neo-pytorch:<tag> 1.8 inferenza inf py3
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-neo-pytorch:<tag> 1,7 inferenza inf py3

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='af-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
455444449433.dkr.ecr.af-south-1.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='af-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
455444449433.dkr.ecr.af-south-1.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='af-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
455444449433.dkr.ecr.af-south-1.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='af-south-1',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
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-training:<tag> 1.9.0 addestramento CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-inference:<tag> 1.9.0 inferenza CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-training:<tag> 1.8.0 addestramento CPU, GPU py37
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-inference:<tag> 1.8.0 inferenza CPU, GPU py37
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-training:<tag> 1.7.0 addestramento CPU, GPU py3
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-inference:<tag> 1.7.0 inferenza CPU, GPU py3
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-inference-eia:<tag> 1.7.0 eia CPU py3
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-training:<tag> 1.6.0 addestramento CPU, GPU py2, py3
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-inference:<tag> 1.6.0 inferenza CPU, GPU py2, py3
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-inference-eia:<tag> 1.5.1 eia CPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.4.1 addestramento CPU, GPU py2
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-training:<tag> 1.4.1 addestramento CPU, GPU py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet-serving:<tag> 1.4.1 inferenza CPU, GPU py2
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-inference:<tag> 1.4.1 inferenza CPU, GPU py3
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-inference-eia:<tag> 1.4.1 eia CPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.4.0 addestramento CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet-serving:<tag> 1.4.0 inferenza CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet-serving-eia:<tag> 1.4.0 eia CPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.3.0 addestramento CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.3.0 inferenza CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet-eia:<tag> 1.3.0 eia CPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.2.1 addestramento CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.2.1 inferenza CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.1.0 addestramento CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.1.0 inferenza CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.0.0 addestramento CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.0.0 inferenza CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet:<tag> 0.12.1 addestramento CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet:<tag> 0.12.1 inferenza CPU, GPU py2, py3

MXNet Coach (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='coach-mxnet',region='af-south-1',version='0.11',py_version='py3',image_scope='training',instance_type='ml.c5.4xlarge')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine) Tipi di processori Versioni Python
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-rl-mxnet:coach0.11.0-<tag> 0.11.0 addestramento CPU, GPU py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-rl-mxnet:coach0.11-<tag> 0.11 addestramento CPU, GPU py3

Monitoraggio modelli (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='model-monitor',region='af-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
875698925577.dkr.ecr.af-south-1.amazonaws.com/sagemaker-model-monitor-analyzer:<tag> monitoraggio

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='af-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
455444449433.dkr.ecr.af-south-1.amazonaws.com/ntm:<tag> 1 inferenza, addestramento

Classificazione delle immagine Neo (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-neo',region='af-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
774647643957.dkr.ecr.af-south-1.amazonaws.com/image-classification-neo:<tag> più recente inferenza

Neo 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='neo-mxnet',region='af-south-1',version='1.8',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
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-inference-mxnet:<tag> 1.8 inferenza CPU, GPU py3

Neo 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='neo-pytorch',region='af-south-1',version='1.6',image_scope='inference',instance_type='ml.c5.4xlarge')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine) Tipi di processori Versioni Python
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 2 Inferenza CPU, GPU py3
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.13 inferenza CPU, GPU py3
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.12 inferenza CPU, GPU py3
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.8 inferenza CPU, GPU py3
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1,7 inferenza CPU, GPU py3
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.6 inferenza CPU, GPU py3
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.5 inferenza CPU, GPU py3
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.4 inferenza CPU, GPU py3

Neo Tensorflow (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='neo-tensorflow',region='af-south-1',version='1.15.3',py_version='py3',instance_type='ml.c5.4xlarge')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine) Tipi di processori Versioni Python
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-inference-tensorflow:<tag> 2.9.2 inferenza CPU, GPU py3
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-inference-tensorflow:<tag> 1.15.3 inferenza CPU, GPU py3

Neo 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-neo',region='af-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
774647643957.dkr.ecr.af-south-1.amazonaws.com/xgboost-neo:<tag> più recente inferenza

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='af-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
455444449433.dkr.ecr.af-south-1.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='af-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
455444449433.dkr.ecr.af-south-1.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='af-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
455444449433.dkr.ecr.af-south-1.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='af-south-1',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
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 2.7.1 addestramento CPU, GPU py312
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 2.6.0 inferenza CPU, GPU py312
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 2.6.0 addestramento CPU, GPU py312
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 2.5.1 inferenza CPU, GPU py311
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 2.5.1 addestramento CPU, GPU py311
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 2.4.0 Inferenza CPU, GPU py311
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference-graviton:<tag> 2.4.0 inference_graviton CPU py311
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 2.4.0 addestramento CPU, GPU py311
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 2.3.0 inferenza CPU, GPU py311
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference-graviton:<tag> 2.3.0 inference_graviton CPU py311
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 2.3.0 addestramento CPU, GPU py311
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference-graviton:<tag> 2.2.1 inference_graviton CPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 2.2.0 inferenza CPU, GPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 2.2.0 addestramento CPU, GPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 2.1.0 inferenza CPU, GPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference-graviton:<tag> 2.1.0 inference_graviton CPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 2.1.0 addestramento CPU, GPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 2.0.1 inferenza CPU, GPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference-graviton:<tag> 2.0.1 inference_graviton CPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 2.0.1 addestramento CPU, GPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 2.0.0 inferenza CPU, GPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference-graviton:<tag> 2.0.0 inference_graviton CPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 2.0.0 addestramento CPU, GPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 1.13.1 inferenza CPU, GPU py39
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 1.13.1 addestramento CPU, GPU py39
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 1.12.1 inferenza CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference-graviton:<tag> 1.12.1 inference_graviton CPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 1.12.1 addestramento CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 1.12.0 inferenza CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 1.12.0 addestramento CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 1.11.0 inferenza CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 1.11.0 addestramento CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 1.10.2 inferenza CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 1.10.2 addestramento CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 1.10.0 inferenza CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 1.10.0 addestramento CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 1.9.1 inferenza CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 1.9.1 addestramento CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 1.9.0 inferenza CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 1.9.0 addestramento CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 1.8.1 inferenza CPU, GPU py3, py36
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 1.8.1 addestramento CPU, GPU py3, py36
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 1.8.0 inferenza CPU, GPU py3, py36
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 1.8.0 addestramento CPU, GPU py3, py36
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 1.7.1 inferenza CPU, GPU py3, py36
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 1.7.1 addestramento CPU, GPU py3, py36
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 1.6.0 inferenza CPU, GPU py3, py36
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 1.6.0 addestramento CPU, GPU py3, py36
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 1.5.0 inferenza CPU, GPU py3, py36
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 1.5.0 addestramento CPU, GPU py3, py36
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 1.4.0 inferenza CPU, GPU py3, py36
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 1.4.0 addestramento CPU, GPU py2, py3, py36
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 1.3.1 inferenza CPU, GPU py2, py3
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 1.3.1 addestramento CPU, GPU py2, py3
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> 1.2.0 inferenza CPU, GPU py2, py3
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> 1.2.0 addestramento CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-pytorch:<tag> 1.1.0 inferenza CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-pytorch:<tag> 1.1.0 addestramento CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-pytorch:<tag> 1.0.0 inferenza CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-pytorch:<tag> 1.0.0 addestramento CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-pytorch:<tag> 0.4.0 inferenza CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-pytorch:<tag> 0.4.0 addestramento CPU, GPU py2, py3

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
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-trcomp-training:<tag> 1.13.1 addestramento GPU py39
626614931356.dkr.ecr.af-south-1.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='af-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
455444449433.dkr.ecr.af-south-1.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='af-south-1',version='0.23-1',image_scope='inference')
Percorso Registro di sistema Versione Versione del pacchetto Tipi di processo (ambito di immagine)
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.2-1 1.2.1 inferenza
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.2-1 1.2.1 addestramento
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 inferenza
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 addestramento
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 inference_graviton
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0.23-1 0.23.2 inferenza
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0.23-1 0.23.2 addestramento
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0.20.0 0.20.0 inferenza
510948584623.dkr.ecr.af-south-1.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='af-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
455444449433.dkr.ecr.af-south-1.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='af-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
455444449433.dkr.ecr.af-south-1.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='af-south-1',version='3.0',image_scope='processing')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
309385258863.dkr.ecr.af-south-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.3 elaborazione
309385258863.dkr.ecr.af-south-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.2 elaborazione
309385258863.dkr.ecr.af-south-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.1 elaborazione
309385258863.dkr.ecr.af-south-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.0 elaborazione
309385258863.dkr.ecr.af-south-1.amazonaws.com/sagemaker-spark-processing:<tag> 2.4 elaborazione

SparkML Serving (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='sparkml-serving',region='af-south-1',version='2.4')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-sparkml-serving:<tag> 3.3 inferenza
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-sparkml-serving:<tag> 2.4 inferenza
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-sparkml-serving:<tag> 2.2 inferenza

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='af-south-1',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
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.19.0 Inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.19.0 addestramento CPU, GPU py312
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.18.0 Inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.18.0 addestramento CPU, GPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.16.2 addestramento CPU, GPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.16.1 Inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference-graviton:<tag> 2.16.1 inference_graviton CPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.14.1 Inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference-graviton:<tag> 2.14.1 inference_graviton CPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.14.1 addestramento CPU, GPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.13.0 Inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference-graviton:<tag> 2.13.0 inference_graviton CPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.13.0 addestramento CPU, GPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.12.1 inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference-graviton:<tag> 2.12.1 inference_graviton CPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.12.0 addestramento CPU, GPU py310
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.11.1 inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.11.0 inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.11.0 addestramento CPU, GPU py39
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.10.1 inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.10.1 addestramento CPU, GPU py39
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.10.0 inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.9.3 inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.9.2 inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.9.2 addestramento CPU, GPU py39
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference-graviton:<tag> 2.9.1 inference_graviton CPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.8.4 inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.8.0 inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.8.0 addestramento CPU, GPU py39
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.7.1 addestramento CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.7.0 inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.6.3 inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.6.3 addestramento CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.6.2 addestramento CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.6.0 inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.6.0 addestramento CPU, GPU py38
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.5.1 inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.5.1 addestramento CPU, GPU py37
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.5.0 addestramento CPU, GPU py37
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.4.3 inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.4.3 addestramento CPU, GPU py37
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.4.1 inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.4.1 addestramento CPU, GPU py37
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.3.2 inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.3.2 addestramento CPU, GPU py37
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.3.1 inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.3.1 addestramento CPU, GPU py37
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference-eia:<tag> 2.3.0 eia CPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.3.0 inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.3.0 addestramento CPU, GPU py37
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.2.2 inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.2.2 addestramento CPU, GPU py37
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.2.1 inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.2.1 addestramento CPU, GPU py37
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.2.0 inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.2.0 addestramento CPU, GPU py37
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.1.3 inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.1.3 addestramento CPU, GPU py3, py36
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.1.2 inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.1.2 addestramento CPU, GPU py3, py36
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.1.1 inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.1.1 addestramento CPU, GPU py2, py3
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.1.0 inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.1.0 addestramento CPU, GPU py2, py3
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.0.4 inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.0.4 addestramento CPU, GPU py3, py36
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.0.3 inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.0.3 addestramento CPU, GPU py3, py36
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.0.2 inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.0.2 addestramento CPU, GPU py2, py3
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.0.1 inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.0.1 addestramento CPU, GPU py2, py3
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference-eia:<tag> 2.0.0 eia CPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 2.0.0 inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 2.0.0 addestramento CPU, GPU py2, py3
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 1.15.5 inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 1.15.5 addestramento CPU, GPU py3, py36, py37
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 1.15.4 inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 1.15.4 addestramento CPU, GPU py3, py36, py37
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 1.15.3 inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 1.15.3 addestramento CPU, GPU py2, py3, py37
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 1.15.2 inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 1.15.2 addestramento CPU, GPU py2, py3, py37
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference-eia:<tag> 1.15.0 eia CPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 1.15.0 inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 1.15.0 addestramento CPU, GPU py2, py3
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference-eia:<tag> 1.14.0 eia CPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 1.14.0 inferenza CPU, GPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 1.14.0 addestramento CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow-scriptmode:<tag> 1.13.1 addestramento CPU, GPU py2
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> 1.13.1 addestramento CPU, GPU py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow-serving-eia:<tag> 1.13.0 eia CPU -
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> 1.13.0 inferenza CPU, GPU -
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow-serving-eia:<tag> 1.12.0 eia CPU -
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow-serving:<tag> 1.12.0 inferenza CPU, GPU -
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow-scriptmode:<tag> 1.12.0 addestramento CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow-serving-eia:<tag> 1.11.0 eia CPU -
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow-serving:<tag> 1.11.0 inferenza CPU, GPU -
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow-scriptmode:<tag> 1.11.0 addestramento CPU, GPU py2, py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow-eia:<tag> 1.10.0 eia CPU py2
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.10.0 inferenza CPU, GPU py2
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.10.0 addestramento CPU, GPU py2
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.9.0 inferenza CPU, GPU py2
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.9.0 addestramento CPU, GPU py2
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.8.0 inferenza CPU, GPU py2
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.8.0 addestramento CPU, GPU py2
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.7.0 inferenza CPU, GPU py2
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.7.0 addestramento CPU, GPU py2
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.6.0 inferenza CPU, GPU py2
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.6.0 addestramento CPU, GPU py2
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.5.0 inferenza CPU, GPU py2
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.5.0 addestramento CPU, GPU py2
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.4.1 inferenza CPU, GPU py2
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.4.1 addestramento CPU, GPU py2

Tensorflow Coach (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='coach-tensorflow',region='af-south-1',version='1.0.0',image_scope='training',instance_type='ml.c5.4xlarge')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine) Tipi di processori Versioni Python
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.11.1-<tag> 0.11.1 addestramento CPU, GPU py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.11.0-<tag> 0.11.0 addestramento CPU, GPU py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.11-<tag> 0.11 addestramento CPU, GPU py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.10.1-<tag> 0.10.1 addestramento CPU, GPU py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.10-<tag> 0.10 addestramento CPU, GPU py3

Tensorflow Inferentia (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='inferentia-tensorflow',region='af-south-1',version='1.15.0',instance_type='ml.inf1.6xlarge')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine) Tipi di processori Versioni Python
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-neo-tensorflow:<tag> 2.5.2 inferenza inf py3
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-neo-tensorflow:<tag> 1.15.0 inferenza inf py3

Tensorflow Ray (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='ray-tensorflow',region='af-south-1',version='0.8.5',instance_type='ml.c5.4xlarge')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine) Tipi di processori Versioni Python
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.6.5-<tag> 0.6.5 addestramento CPU, GPU py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.6-<tag> 0.6 addestramento CPU, GPU py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.5.3-<tag> 0.5.3 addestramento CPU, GPU py3
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.5-<tag> 0,5 addestramento CPU, GPU py3

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='af-south-1',version='1.5-1')
Percorso Registro di sistema Versione Versione del pacchetto Tipi di processo (ambito di immagine)
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.7-1 1.7.4 inferenza
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.7-1 1.7.4 addestramento
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.5-1 1.5.2 inferenza
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.5-1 1.5.2 addestramento
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.5-1 1.5.2 inference_graviton
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 inferenza
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 addestramento
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 inference_graviton
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.2-2 1.2.0 inferenza
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.2-2 1.2.0 addestramento
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.2-1 1.2.0 inferenza
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.2-1 1.2.0 addestramento
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.0-1 1.0.0 inferenza
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.0-1 1.0.0 addestramento
455444449433.dkr.ecr.af-south-1.amazonaws.com/xgboost:<tag> 1 0.72 inferenza
455444449433.dkr.ecr.af-south-1.amazonaws.com/xgboost:<tag> 1 0.72 addestramento
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> 0.90-2 0.90 inferenza
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> 0.90-2 0.90 addestramento
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> 0.90-1 0.90 inferenza
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> 0.90-1 0.90 addestramento