Percorsi di registro Docker e codice di esempio per il Medio Oriente (Bahrein) (me-south-1) - ECR

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Percorsi di registro Docker e codice di esempio per il Medio Oriente (Bahrein) (me-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='me-south-1',image_scope='inference',version='0.4')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
217643126080.dkr.ecr.me-south-1.amazonaws.com/autogluon-training:<tag> 1.3.0 addestramento
217643126080.dkr.ecr.me-south-1.amazonaws.com/autogluon-inference:<tag> 1.3.0 inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/autogluon-training:<tag> 1.2.0 addestramento
217643126080.dkr.ecr.me-south-1.amazonaws.com/autogluon-inference:<tag> 1.2.0 inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/autogluon-training:<tag> 1.1.1 addestramento
217643126080.dkr.ecr.me-south-1.amazonaws.com/autogluon-inference:<tag> 1.1.1 inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/autogluon-training:<tag> 1.1.0 addestramento
217643126080.dkr.ecr.me-south-1.amazonaws.com/autogluon-inference:<tag> 1.1.0 inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/autogluon-training:<tag> 1.0.0 addestramento
217643126080.dkr.ecr.me-south-1.amazonaws.com/autogluon-inference:<tag> 1.0.0 inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/autogluon-training:<tag> 0.8.2 addestramento
217643126080.dkr.ecr.me-south-1.amazonaws.com/autogluon-inference:<tag> 0.8.2 inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/autogluon-training:<tag> 0.7.0 addestramento
217643126080.dkr.ecr.me-south-1.amazonaws.com/autogluon-inference:<tag> 0.7.0 inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/autogluon-training:<tag> 0.6.2 addestramento
217643126080.dkr.ecr.me-south-1.amazonaws.com/autogluon-inference:<tag> 0.6.2 inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/autogluon-training:<tag> 0.6.1 addestramento
217643126080.dkr.ecr.me-south-1.amazonaws.com/autogluon-inference:<tag> 0.6.1 inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/autogluon-training:<tag> 0.5.2 addestramento
217643126080.dkr.ecr.me-south-1.amazonaws.com/autogluon-inference:<tag> 0.5.2 inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/autogluon-training:<tag> 0.4.3 addestramento
217643126080.dkr.ecr.me-south-1.amazonaws.com/autogluon-inference:<tag> 0.4.3 inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/autogluon-training:<tag> 0.4.2 addestramento
217643126080.dkr.ecr.me-south-1.amazonaws.com/autogluon-inference:<tag> 0.4.2 inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/autogluon-training:<tag> 0.4.0 addestramento
217643126080.dkr.ecr.me-south-1.amazonaws.com/autogluon-inference:<tag> 0.4.0 inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/autogluon-training:<tag> 0.3.2 addestramento
217643126080.dkr.ecr.me-south-1.amazonaws.com/autogluon-inference:<tag> 0.3.2 inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/autogluon-training:<tag> 0.3.1 addestramento
217643126080.dkr.ecr.me-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='me-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
249704162688.dkr.ecr.me-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='me-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
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-chainer:<tag> 5.0.0 inferenza, addestramento CPU, GPU py2, py3
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-chainer:<tag> 4.1.0 inferenza, addestramento CPU, GPU py2, py3
724002660598.dkr.ecr.me-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='me-south-1',version='1.0',image_scope='processing')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
835444307964.dkr.ecr.me-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)
217643126080.dkr.ecr.me-south-1.amazonaws.com/djl-inference:0.27.0-deepspeed0.12.6-cu121-<tag> 0.27.0 Inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/djl-inference:0.26.0-deepspeed0.12.6-cu121-<tag> 0.26.0 Inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/djl-inference:0.25.0-deepspeed0.11.0-cu118-<tag> 0.25.0 Inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/djl-inference:0.24.0-deepspeed0.10.0-cu118-<tag> 0.24.0 Inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/djl-inference:0.23.0-deepspeed0.9.5-cu118-<tag> 0.23.0 Inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/djl-inference:0.22.1-deepspeed0.9.2-cu118-<tag> 0.22.1 inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/djl-inference:0.21.0-deepspeed0.8.3-cu117-<tag> 0.21.0 inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/djl-inference:0.20.0-deepspeed0.7.5-cu116-<tag> 0.20.0 inferenza
217643126080.dkr.ecr.me-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='me-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
376037874950.dkr.ecr.me-south-1.amazonaws.com/sagemaker-data-wrangler-container:<tag> 3.x elaborazione
376037874950.dkr.ecr.me-south-1.amazonaws.com/sagemaker-data-wrangler-container:<tag> 2.x elaborazione
376037874950.dkr.ecr.me-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='me-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
986000313247.dkr.ecr.me-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='me-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
249704162688.dkr.ecr.me-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='me-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
249704162688.dkr.ecr.me-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='me-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)
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.49.0 addestramento
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.49.0 inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.48.0 addestramento
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.48.0 inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.46.1 addestramento
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.37.0 inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.36.0 addestramento
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.28.1 addestramento
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.28.1 inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.26.0 addestramento
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.26.0 inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.26.0 inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.17.0 addestramento
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.17.0 addestramento
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.17.0 inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.17.0 inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.12.3 addestramento
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.12.3 addestramento
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.12.3 inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.12.3 inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.11.0 addestramento
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.11.0 addestramento
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.11.0 inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.11.0 inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.10.2 addestramento
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.10.2 addestramento
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.10.2 addestramento
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.10.2 addestramento
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.10.2 inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.10.2 inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.10.2 inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.10.2 inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 addestramento
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 addestramento
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 addestramento
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.6.1 addestramento
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.6.1 inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.6.1 inferenza
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.5.0 addestramento
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.5.0 addestramento
217643126080.dkr.ecr.me-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.4.2 addestramento
217643126080.dkr.ecr.me-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='me-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
249704162688.dkr.ecr.me-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='me-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
249704162688.dkr.ecr.me-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='me-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
836785723513.dkr.ecr.me-south-1.amazonaws.com/sagemaker-neo-mxnet:<tag> 1.8 inferenza inf py3
836785723513.dkr.ecr.me-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='me-south-1',version='1.9',py_version='py3')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine) Tipi di processori Versioni Python
836785723513.dkr.ecr.me-south-1.amazonaws.com/sagemaker-neo-pytorch:<tag> 1.9 inferenza inf py3
836785723513.dkr.ecr.me-south-1.amazonaws.com/sagemaker-neo-pytorch:<tag> 1.8 inferenza inf py3
836785723513.dkr.ecr.me-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='me-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
249704162688.dkr.ecr.me-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='me-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
249704162688.dkr.ecr.me-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='me-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
249704162688.dkr.ecr.me-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='me-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
217643126080.dkr.ecr.me-south-1.amazonaws.com/mxnet-training:<tag> 1.9.0 addestramento CPU, GPU py38
217643126080.dkr.ecr.me-south-1.amazonaws.com/mxnet-inference:<tag> 1.9.0 inferenza CPU, GPU py38
217643126080.dkr.ecr.me-south-1.amazonaws.com/mxnet-training:<tag> 1.8.0 addestramento CPU, GPU py37
217643126080.dkr.ecr.me-south-1.amazonaws.com/mxnet-inference:<tag> 1.8.0 inferenza CPU, GPU py37
217643126080.dkr.ecr.me-south-1.amazonaws.com/mxnet-training:<tag> 1.7.0 addestramento CPU, GPU py3
217643126080.dkr.ecr.me-south-1.amazonaws.com/mxnet-inference:<tag> 1.7.0 inferenza CPU, GPU py3
217643126080.dkr.ecr.me-south-1.amazonaws.com/mxnet-inference-eia:<tag> 1.7.0 eia CPU py3
217643126080.dkr.ecr.me-south-1.amazonaws.com/mxnet-training:<tag> 1.6.0 addestramento CPU, GPU py2, py3
217643126080.dkr.ecr.me-south-1.amazonaws.com/mxnet-inference:<tag> 1.6.0 inferenza CPU, GPU py2, py3
217643126080.dkr.ecr.me-south-1.amazonaws.com/mxnet-inference-eia:<tag> 1.5.1 eia CPU py2, py3
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.4.1 addestramento CPU, GPU py2
217643126080.dkr.ecr.me-south-1.amazonaws.com/mxnet-training:<tag> 1.4.1 addestramento CPU, GPU py3
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-mxnet-serving:<tag> 1.4.1 inferenza CPU, GPU py2
217643126080.dkr.ecr.me-south-1.amazonaws.com/mxnet-inference:<tag> 1.4.1 inferenza CPU, GPU py3
217643126080.dkr.ecr.me-south-1.amazonaws.com/mxnet-inference-eia:<tag> 1.4.1 eia CPU py2, py3
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.4.0 addestramento CPU, GPU py2, py3
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-mxnet-serving:<tag> 1.4.0 inferenza CPU, GPU py2, py3
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-mxnet-serving-eia:<tag> 1.4.0 eia CPU py2, py3
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.3.0 addestramento CPU, GPU py2, py3
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.3.0 inferenza CPU, GPU py2, py3
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-mxnet-eia:<tag> 1.3.0 eia CPU py2, py3
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.2.1 addestramento CPU, GPU py2, py3
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.2.1 inferenza CPU, GPU py2, py3
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.1.0 addestramento CPU, GPU py2, py3
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.1.0 inferenza CPU, GPU py2, py3
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.0.0 addestramento CPU, GPU py2, py3
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.0.0 inferenza CPU, GPU py2, py3
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-mxnet:<tag> 0.12.1 addestramento CPU, GPU py2, py3
724002660598.dkr.ecr.me-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='me-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
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-rl-mxnet:coach0.11.0-<tag> 0.11.0 addestramento CPU, GPU py3
724002660598.dkr.ecr.me-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='me-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
607024016150.dkr.ecr.me-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='me-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
249704162688.dkr.ecr.me-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='me-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
836785723513.dkr.ecr.me-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='me-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
836785723513.dkr.ecr.me-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='me-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
836785723513.dkr.ecr.me-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 2 Inferenza CPU, GPU py3
836785723513.dkr.ecr.me-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.13 inferenza CPU, GPU py3
836785723513.dkr.ecr.me-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.12 inferenza CPU, GPU py3
836785723513.dkr.ecr.me-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.8 inferenza CPU, GPU py3
836785723513.dkr.ecr.me-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1,7 inferenza CPU, GPU py3
836785723513.dkr.ecr.me-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.6 inferenza CPU, GPU py3
836785723513.dkr.ecr.me-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.5 inferenza CPU, GPU py3
836785723513.dkr.ecr.me-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='me-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
836785723513.dkr.ecr.me-south-1.amazonaws.com/sagemaker-inference-tensorflow:<tag> 2.9.2 inferenza CPU, GPU py3
836785723513.dkr.ecr.me-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='me-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
836785723513.dkr.ecr.me-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='me-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
249704162688.dkr.ecr.me-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='me-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
249704162688.dkr.ecr.me-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='me-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
249704162688.dkr.ecr.me-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='me-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
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-training:<tag> 2.7.1 addestramento CPU, GPU py312
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-inference:<tag> 2.6.0 inferenza CPU, GPU py312
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-training:<tag> 2.6.0 addestramento CPU, GPU py312
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-inference:<tag> 2.5.1 inferenza CPU, GPU py311
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-training:<tag> 2.5.1 addestramento CPU, GPU py311
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-inference:<tag> 2.4.0 Inferenza CPU, GPU py311
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-inference-graviton:<tag> 2.4.0 inference_graviton CPU py311
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-training:<tag> 2.4.0 addestramento CPU, GPU py311
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-inference:<tag> 2.3.0 inferenza CPU, GPU py311
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-inference-graviton:<tag> 2.3.0 inference_graviton CPU py311
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-training:<tag> 2.3.0 addestramento CPU, GPU py311
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-inference-graviton:<tag> 2.2.1 inference_graviton CPU py310
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-inference:<tag> 2.2.0 inferenza CPU, GPU py310
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-training:<tag> 2.2.0 addestramento CPU, GPU py310
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-inference:<tag> 2.1.0 inferenza CPU, GPU py310
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-inference-graviton:<tag> 2.1.0 inference_graviton CPU py310
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-training:<tag> 2.1.0 addestramento CPU, GPU py310
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-inference:<tag> 2.0.1 inferenza CPU, GPU py310
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-inference-graviton:<tag> 2.0.1 inference_graviton CPU py310
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-training:<tag> 2.0.1 addestramento CPU, GPU py310
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-inference:<tag> 2.0.0 inferenza CPU, GPU py310
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-inference-graviton:<tag> 2.0.0 inference_graviton CPU py310
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-training:<tag> 2.0.0 addestramento CPU, GPU py310
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-inference:<tag> 1.13.1 inferenza CPU, GPU py39
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-training:<tag> 1.13.1 addestramento CPU, GPU py39
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-inference:<tag> 1.12.1 inferenza CPU, GPU py38
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-inference-graviton:<tag> 1.12.1 inference_graviton CPU py38
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-training:<tag> 1.12.1 addestramento CPU, GPU py38
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-inference:<tag> 1.12.0 inferenza CPU, GPU py38
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-training:<tag> 1.12.0 addestramento CPU, GPU py38
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-inference:<tag> 1.11.0 inferenza CPU, GPU py38
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-training:<tag> 1.11.0 addestramento CPU, GPU py38
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-inference:<tag> 1.10.2 inferenza CPU, GPU py38
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-training:<tag> 1.10.2 addestramento CPU, GPU py38
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-inference:<tag> 1.10.0 inferenza CPU, GPU py38
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-training:<tag> 1.10.0 addestramento CPU, GPU py38
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-inference:<tag> 1.9.1 inferenza CPU, GPU py38
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-training:<tag> 1.9.1 addestramento CPU, GPU py38
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-inference:<tag> 1.9.0 inferenza CPU, GPU py38
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-training:<tag> 1.9.0 addestramento CPU, GPU py38
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-inference:<tag> 1.8.1 inferenza CPU, GPU py3, py36
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-training:<tag> 1.8.1 addestramento CPU, GPU py3, py36
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-inference:<tag> 1.8.0 inferenza CPU, GPU py3, py36
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-training:<tag> 1.8.0 addestramento CPU, GPU py3, py36
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-inference:<tag> 1.7.1 inferenza CPU, GPU py3, py36
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-training:<tag> 1.7.1 addestramento CPU, GPU py3, py36
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-inference:<tag> 1.6.0 inferenza CPU, GPU py3, py36
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-training:<tag> 1.6.0 addestramento CPU, GPU py3, py36
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-inference:<tag> 1.5.0 inferenza CPU, GPU py3, py36
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-training:<tag> 1.5.0 addestramento CPU, GPU py3, py36
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-inference:<tag> 1.4.0 inferenza CPU, GPU py3, py36
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-training:<tag> 1.4.0 addestramento CPU, GPU py2, py3, py36
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-inference:<tag> 1.3.1 inferenza CPU, GPU py2, py3
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-training:<tag> 1.3.1 addestramento CPU, GPU py2, py3
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-inference:<tag> 1.2.0 inferenza CPU, GPU py2, py3
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-training:<tag> 1.2.0 addestramento CPU, GPU py2, py3
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-pytorch:<tag> 1.1.0 inferenza CPU, GPU py2, py3
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-pytorch:<tag> 1.1.0 addestramento CPU, GPU py2, py3
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-pytorch:<tag> 1.0.0 inferenza CPU, GPU py2, py3
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-pytorch:<tag> 1.0.0 addestramento CPU, GPU py2, py3
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-pytorch:<tag> 0.4.0 inferenza CPU, GPU py2, py3
724002660598.dkr.ecr.me-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
217643126080.dkr.ecr.me-south-1.amazonaws.com/pytorch-trcomp-training:<tag> 1.13.1 addestramento GPU py39
217643126080.dkr.ecr.me-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='me-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
249704162688.dkr.ecr.me-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='me-south-1',version='0.23-1',image_scope='inference')
Percorso Registro di sistema Versione Versione del pacchetto Tipi di processo (ambito di immagine)
801668240914.dkr.ecr.me-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.2-1 1.2.1 inferenza
801668240914.dkr.ecr.me-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.2-1 1.2.1 addestramento
801668240914.dkr.ecr.me-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 inferenza
801668240914.dkr.ecr.me-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 addestramento
801668240914.dkr.ecr.me-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 inference_graviton
801668240914.dkr.ecr.me-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0.23-1 0.23.2 inferenza
801668240914.dkr.ecr.me-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0.23-1 0.23.2 addestramento
801668240914.dkr.ecr.me-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0.20.0 0.20.0 inferenza
801668240914.dkr.ecr.me-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='me-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
249704162688.dkr.ecr.me-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='me-south-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
249704162688.dkr.ecr.me-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='me-south-1',version='3.0',image_scope='processing')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
750251592176.dkr.ecr.me-south-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.3 elaborazione
750251592176.dkr.ecr.me-south-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.2 elaborazione
750251592176.dkr.ecr.me-south-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.1 elaborazione
750251592176.dkr.ecr.me-south-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.0 elaborazione
750251592176.dkr.ecr.me-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='me-south-1',version='2.4')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
801668240914.dkr.ecr.me-south-1.amazonaws.com/sagemaker-sparkml-serving:<tag> 3.3 inferenza
801668240914.dkr.ecr.me-south-1.amazonaws.com/sagemaker-sparkml-serving:<tag> 2.4 inferenza
801668240914.dkr.ecr.me-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='me-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
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 2.19.0 Inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 2.19.0 addestramento CPU, GPU py312
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 2.18.0 Inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 2.18.0 addestramento CPU, GPU py310
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 2.16.2 addestramento CPU, GPU py310
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 2.16.1 Inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference-graviton:<tag> 2.16.1 inference_graviton CPU py310
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 2.14.1 Inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference-graviton:<tag> 2.14.1 inference_graviton CPU py310
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 2.14.1 addestramento CPU, GPU py310
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 2.13.0 Inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference-graviton:<tag> 2.13.0 inference_graviton CPU py310
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 2.13.0 addestramento CPU, GPU py310
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 2.12.1 inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference-graviton:<tag> 2.12.1 inference_graviton CPU py310
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 2.12.0 addestramento CPU, GPU py310
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 2.11.1 inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 2.11.0 inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 2.11.0 addestramento CPU, GPU py39
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 2.10.1 inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 2.10.1 addestramento CPU, GPU py39
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 2.10.0 inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 2.9.3 inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 2.9.2 inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 2.9.2 addestramento CPU, GPU py39
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference-graviton:<tag> 2.9.1 inference_graviton CPU py38
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 2.8.4 inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 2.8.0 inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 2.8.0 addestramento CPU, GPU py39
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 2.7.1 addestramento CPU, GPU py38
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 2.7.0 inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 2.6.3 inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 2.6.3 addestramento CPU, GPU py38
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 2.6.2 addestramento CPU, GPU py38
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 2.6.0 inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 2.6.0 addestramento CPU, GPU py38
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 2.5.1 inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 2.5.1 addestramento CPU, GPU py37
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 2.5.0 addestramento CPU, GPU py37
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 2.4.3 inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 2.4.3 addestramento CPU, GPU py37
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 2.4.1 inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 2.4.1 addestramento CPU, GPU py37
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 2.3.2 inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 2.3.2 addestramento CPU, GPU py37
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 2.3.1 inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 2.3.1 addestramento CPU, GPU py37
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference-eia:<tag> 2.3.0 eia CPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 2.3.0 inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 2.3.0 addestramento CPU, GPU py37
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 2.2.2 inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 2.2.2 addestramento CPU, GPU py37
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 2.2.1 inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 2.2.1 addestramento CPU, GPU py37
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 2.2.0 inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 2.2.0 addestramento CPU, GPU py37
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 2.1.3 inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 2.1.3 addestramento CPU, GPU py3, py36
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 2.1.2 inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 2.1.2 addestramento CPU, GPU py3, py36
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 2.1.1 inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 2.1.1 addestramento CPU, GPU py2, py3
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 2.1.0 inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 2.1.0 addestramento CPU, GPU py2, py3
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 2.0.4 inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 2.0.4 addestramento CPU, GPU py3, py36
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 2.0.3 inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 2.0.3 addestramento CPU, GPU py3, py36
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 2.0.2 inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 2.0.2 addestramento CPU, GPU py2, py3
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 2.0.1 inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 2.0.1 addestramento CPU, GPU py2, py3
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference-eia:<tag> 2.0.0 eia CPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 2.0.0 inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 2.0.0 addestramento CPU, GPU py2, py3
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 1.15.5 inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 1.15.5 addestramento CPU, GPU py3, py36, py37
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 1.15.4 inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 1.15.4 addestramento CPU, GPU py3, py36, py37
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 1.15.3 inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 1.15.3 addestramento CPU, GPU py2, py3, py37
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 1.15.2 inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 1.15.2 addestramento CPU, GPU py2, py3, py37
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference-eia:<tag> 1.15.0 eia CPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 1.15.0 inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 1.15.0 addestramento CPU, GPU py2, py3
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference-eia:<tag> 1.14.0 eia CPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 1.14.0 inferenza CPU, GPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 1.14.0 addestramento CPU, GPU py2, py3
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-tensorflow-scriptmode:<tag> 1.13.1 addestramento CPU, GPU py2
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-training:<tag> 1.13.1 addestramento CPU, GPU py3
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-tensorflow-serving-eia:<tag> 1.13.0 eia CPU -
217643126080.dkr.ecr.me-south-1.amazonaws.com/tensorflow-inference:<tag> 1.13.0 inferenza CPU, GPU -
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-tensorflow-serving-eia:<tag> 1.12.0 eia CPU -
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-tensorflow-serving:<tag> 1.12.0 inferenza CPU, GPU -
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-tensorflow-scriptmode:<tag> 1.12.0 addestramento CPU, GPU py2, py3
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-tensorflow-serving-eia:<tag> 1.11.0 eia CPU -
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-tensorflow-serving:<tag> 1.11.0 inferenza CPU, GPU -
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-tensorflow-scriptmode:<tag> 1.11.0 addestramento CPU, GPU py2, py3
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-tensorflow-eia:<tag> 1.10.0 eia CPU py2
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.10.0 inferenza CPU, GPU py2
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.10.0 addestramento CPU, GPU py2
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.9.0 inferenza CPU, GPU py2
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.9.0 addestramento CPU, GPU py2
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.8.0 inferenza CPU, GPU py2
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.8.0 addestramento CPU, GPU py2
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.7.0 inferenza CPU, GPU py2
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.7.0 addestramento CPU, GPU py2
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.6.0 inferenza CPU, GPU py2
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.6.0 addestramento CPU, GPU py2
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.5.0 inferenza CPU, GPU py2
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.5.0 addestramento CPU, GPU py2
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.4.1 inferenza CPU, GPU py2
724002660598.dkr.ecr.me-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='me-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
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.11.1-<tag> 0.11.1 addestramento CPU, GPU py3
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.11.0-<tag> 0.11.0 addestramento CPU, GPU py3
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.11-<tag> 0.11 addestramento CPU, GPU py3
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.10.1-<tag> 0.10.1 addestramento CPU, GPU py3
724002660598.dkr.ecr.me-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='me-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
836785723513.dkr.ecr.me-south-1.amazonaws.com/sagemaker-neo-tensorflow:<tag> 2.5.2 inferenza inf py3
836785723513.dkr.ecr.me-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='me-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
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.6.5-<tag> 0.6.5 addestramento CPU, GPU py3
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.6-<tag> 0.6 addestramento CPU, GPU py3
724002660598.dkr.ecr.me-south-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.5.3-<tag> 0.5.3 addestramento CPU, GPU py3
724002660598.dkr.ecr.me-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='me-south-1',version='1.5-1')
Percorso Registro di sistema Versione Versione del pacchetto Tipi di processo (ambito di immagine)
801668240914.dkr.ecr.me-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.7-1 1.7.4 inferenza
801668240914.dkr.ecr.me-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.7-1 1.7.4 addestramento
801668240914.dkr.ecr.me-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.5-1 1.5.2 inferenza
801668240914.dkr.ecr.me-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.5-1 1.5.2 addestramento
801668240914.dkr.ecr.me-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.5-1 1.5.2 inference_graviton
801668240914.dkr.ecr.me-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 inferenza
801668240914.dkr.ecr.me-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 addestramento
801668240914.dkr.ecr.me-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 inference_graviton
801668240914.dkr.ecr.me-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.2-2 1.2.0 inferenza
801668240914.dkr.ecr.me-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.2-2 1.2.0 addestramento
801668240914.dkr.ecr.me-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.2-1 1.2.0 inferenza
801668240914.dkr.ecr.me-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.2-1 1.2.0 addestramento
801668240914.dkr.ecr.me-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.0-1 1.0.0 inferenza
801668240914.dkr.ecr.me-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.0-1 1.0.0 addestramento
249704162688.dkr.ecr.me-south-1.amazonaws.com/xgboost:<tag> 1 0.72 inferenza
249704162688.dkr.ecr.me-south-1.amazonaws.com/xgboost:<tag> 1 0.72 addestramento
801668240914.dkr.ecr.me-south-1.amazonaws.com/sagemaker-xgboost:<tag> 0.90-2 0.90 inferenza
801668240914.dkr.ecr.me-south-1.amazonaws.com/sagemaker-xgboost:<tag> 0.90-2 0.90 addestramento
801668240914.dkr.ecr.me-south-1.amazonaws.com/sagemaker-xgboost:<tag> 0.90-1 0.90 inferenza
801668240914.dkr.ecr.me-south-1.amazonaws.com/sagemaker-xgboost:<tag> 0.90-1 0.90 addestramento