Percorsi di registro Docker e codice di esempio per Cina (Ningxia) (cn-northwest-1) - ECR

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Percorsi di registro Docker e codice di esempio per Cina (Ningxia) (cn-northwest-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='cn-northwest-1',image_scope='inference',version='0.4')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/autogluon-inference:<tag> 1.3.0 inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/autogluon-inference:<tag> 1.2.0 inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/autogluon-inference:<tag> 1.1.1 inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/autogluon-inference:<tag> 1.1.0 inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/autogluon-inference:<tag> 1.0.0 inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/autogluon-inference:<tag> 0.8.2 inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/autogluon-inference:<tag> 0.7.0 inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/autogluon-inference:<tag> 0.6.2 inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/autogluon-inference:<tag> 0.6.1 inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/autogluon-inference:<tag> 0.5.2 inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/autogluon-inference:<tag> 0.4.3 inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/autogluon-inference:<tag> 0.4.2 inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/autogluon-inference:<tag> 0.4.0 inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/autogluon-inference:<tag> 0.3.2 inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
387376663083.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-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
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-chainer:<tag> 5.0.0 inferenza, addestramento CPU, GPU py2, py3
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-chainer:<tag> 4.1.0 inferenza, addestramento CPU, GPU py2, py3
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-1',version='1.0',image_scope='processing')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
122578899357.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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)
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/djl-inference:0.27.0-deepspeed0.12.6-cu121-<tag> 0.27.0 Inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/djl-inference:0.26.0-deepspeed0.12.6-cu121-<tag> 0.26.0 Inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/djl-inference:0.25.0-deepspeed0.11.0-cu118-<tag> 0.25.0 Inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/djl-inference:0.24.0-deepspeed0.10.0-cu118-<tag> 0.24.0 Inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/djl-inference:0.23.0-deepspeed0.9.5-cu118-<tag> 0.23.0 Inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/djl-inference:0.22.1-deepspeed0.9.2-cu118-<tag> 0.22.1 inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/djl-inference:0.21.0-deepspeed0.8.3-cu117-<tag> 0.21.0 inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/djl-inference:0.20.0-deepspeed0.7.5-cu116-<tag> 0.20.0 inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
249157047649.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-data-wrangler-container:<tag> 3.x elaborazione
249157047649.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-data-wrangler-container:<tag> 2.x elaborazione
249157047649.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
658757709296.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
387376663083.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
387376663083.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-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)
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-pytorch-training:<tag> 4.49.0 addestramento
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-pytorch-inference:<tag> 4.49.0 inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-pytorch-training:<tag> 4.48.0 addestramento
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-pytorch-inference:<tag> 4.48.0 inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-pytorch-training:<tag> 4.46.1 addestramento
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-pytorch-inference:<tag> 4.37.0 inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-pytorch-training:<tag> 4.36.0 addestramento
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-pytorch-training:<tag> 4.28.1 addestramento
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-pytorch-inference:<tag> 4.28.1 inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-pytorch-training:<tag> 4.26.0 addestramento
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-pytorch-inference:<tag> 4.26.0 inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-tensorflow-inference:<tag> 4.26.0 inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-pytorch-training:<tag> 4.17.0 addestramento
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-tensorflow-training:<tag> 4.17.0 addestramento
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-pytorch-inference:<tag> 4.17.0 inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-tensorflow-inference:<tag> 4.17.0 inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-pytorch-training:<tag> 4.12.3 addestramento
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-tensorflow-training:<tag> 4.12.3 addestramento
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-pytorch-inference:<tag> 4.12.3 inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-tensorflow-inference:<tag> 4.12.3 inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-pytorch-training:<tag> 4.11.0 addestramento
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-tensorflow-training:<tag> 4.11.0 addestramento
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-pytorch-inference:<tag> 4.11.0 inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-tensorflow-inference:<tag> 4.11.0 inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-pytorch-training:<tag> 4.10.2 addestramento
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-pytorch-training:<tag> 4.10.2 addestramento
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-tensorflow-training:<tag> 4.10.2 addestramento
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-tensorflow-training:<tag> 4.10.2 addestramento
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-pytorch-inference:<tag> 4.10.2 inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-pytorch-inference:<tag> 4.10.2 inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-tensorflow-inference:<tag> 4.10.2 inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-tensorflow-inference:<tag> 4.10.2 inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-pytorch-training:<tag> 4.6.1 addestramento
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-pytorch-training:<tag> 4.6.1 addestramento
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-pytorch-training:<tag> 4.6.1 addestramento
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-tensorflow-training:<tag> 4.6.1 addestramento
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-pytorch-inference:<tag> 4.6.1 inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-tensorflow-inference:<tag> 4.6.1 inferenza
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-pytorch-training:<tag> 4.5.0 addestramento
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-tensorflow-training:<tag> 4.5.0 addestramento
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/huggingface-pytorch-training:<tag> 4.4.2 addestramento
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
387376663083.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
387376663083.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-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
474822919863.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-neo-mxnet:<tag> 1.8 inferenza inf py3
474822919863.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-1',version='1.9',py_version='py3')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine) Tipi di processori Versioni Python
474822919863.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-neo-pytorch:<tag> 1.9 inferenza inf py3
474822919863.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-neo-pytorch:<tag> 1.8 inferenza inf py3
474822919863.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
387376663083.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
387376663083.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
387376663083.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-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
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/mxnet-training:<tag> 1.9.0 addestramento CPU, GPU py38
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/mxnet-inference:<tag> 1.9.0 inferenza CPU, GPU py38
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/mxnet-training:<tag> 1.8.0 addestramento CPU, GPU py37
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/mxnet-inference:<tag> 1.8.0 inferenza CPU, GPU py37
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/mxnet-training:<tag> 1.7.0 addestramento CPU, GPU py3
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/mxnet-inference:<tag> 1.7.0 inferenza CPU, GPU py3
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/mxnet-inference-eia:<tag> 1.7.0 eia CPU py3
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/mxnet-training:<tag> 1.6.0 addestramento CPU, GPU py2, py3
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/mxnet-inference:<tag> 1.6.0 inferenza CPU, GPU py2, py3
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/mxnet-inference-eia:<tag> 1.5.1 eia CPU py2, py3
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-mxnet:<tag> 1.4.1 addestramento CPU, GPU py2
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/mxnet-training:<tag> 1.4.1 addestramento CPU, GPU py3
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-mxnet-serving:<tag> 1.4.1 inferenza CPU, GPU py2
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/mxnet-inference:<tag> 1.4.1 inferenza CPU, GPU py3
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/mxnet-inference-eia:<tag> 1.4.1 eia CPU py2, py3
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-mxnet:<tag> 1.4.0 addestramento CPU, GPU py2, py3
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-mxnet-serving:<tag> 1.4.0 inferenza CPU, GPU py2, py3
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-mxnet-serving-eia:<tag> 1.4.0 eia CPU py2, py3
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-mxnet:<tag> 1.3.0 addestramento CPU, GPU py2, py3
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-mxnet:<tag> 1.3.0 inferenza CPU, GPU py2, py3
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-mxnet-eia:<tag> 1.3.0 eia CPU py2, py3
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-mxnet:<tag> 1.2.1 addestramento CPU, GPU py2, py3
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-mxnet:<tag> 1.2.1 inferenza CPU, GPU py2, py3
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-mxnet:<tag> 1.1.0 addestramento CPU, GPU py2, py3
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-mxnet:<tag> 1.1.0 inferenza CPU, GPU py2, py3
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-mxnet:<tag> 1.0.0 addestramento CPU, GPU py2, py3
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-mxnet:<tag> 1.0.0 inferenza CPU, GPU py2, py3
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-mxnet:<tag> 0.12.1 addestramento CPU, GPU py2, py3
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-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
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-rl-mxnet:coach0.11.0-<tag> 0.11.0 addestramento CPU, GPU py3
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
453252182341.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
387376663083.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
474822919863.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-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
474822919863.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-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
474822919863.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-inference-pytorch:<tag> 2 Inferenza CPU, GPU py3
474822919863.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-inference-pytorch:<tag> 1.13 inferenza CPU, GPU py3
474822919863.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-inference-pytorch:<tag> 1.12 inferenza CPU, GPU py3
474822919863.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-inference-pytorch:<tag> 1.8 inferenza CPU, GPU py3
474822919863.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-inference-pytorch:<tag> 1,7 inferenza CPU, GPU py3
474822919863.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-inference-pytorch:<tag> 1.6 inferenza CPU, GPU py3
474822919863.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-inference-pytorch:<tag> 1.5 inferenza CPU, GPU py3
474822919863.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-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
474822919863.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-inference-tensorflow:<tag> 2.9.2 inferenza CPU, GPU py3
474822919863.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
474822919863.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
387376663083.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
387376663083.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
387376663083.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-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
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-training:<tag> 2.7.1 addestramento CPU, GPU py312
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-inference:<tag> 2.6.0 inferenza CPU, GPU py312
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-training:<tag> 2.6.0 addestramento CPU, GPU py312
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-inference:<tag> 2.5.1 inferenza CPU, GPU py311
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-training:<tag> 2.5.1 addestramento CPU, GPU py311
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-inference:<tag> 2.4.0 Inferenza CPU, GPU py311
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-inference-graviton:<tag> 2.4.0 inference_graviton CPU py311
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-training:<tag> 2.4.0 addestramento CPU, GPU py311
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-inference:<tag> 2.3.0 inferenza CPU, GPU py311
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-inference-graviton:<tag> 2.3.0 inference_graviton CPU py311
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-training:<tag> 2.3.0 addestramento CPU, GPU py311
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-inference-graviton:<tag> 2.2.1 inference_graviton CPU py310
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-inference:<tag> 2.2.0 inferenza CPU, GPU py310
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-training:<tag> 2.2.0 addestramento CPU, GPU py310
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-inference:<tag> 2.1.0 inferenza CPU, GPU py310
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-inference-graviton:<tag> 2.1.0 inference_graviton CPU py310
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-training:<tag> 2.1.0 addestramento CPU, GPU py310
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-inference:<tag> 2.0.1 inferenza CPU, GPU py310
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-inference-graviton:<tag> 2.0.1 inference_graviton CPU py310
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-training:<tag> 2.0.1 addestramento CPU, GPU py310
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-inference:<tag> 2.0.0 inferenza CPU, GPU py310
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-inference-graviton:<tag> 2.0.0 inference_graviton CPU py310
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-training:<tag> 2.0.0 addestramento CPU, GPU py310
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-inference:<tag> 1.13.1 inferenza CPU, GPU py39
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-training:<tag> 1.13.1 addestramento CPU, GPU py39
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-inference:<tag> 1.12.1 inferenza CPU, GPU py38
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-inference-graviton:<tag> 1.12.1 inference_graviton CPU py38
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-training:<tag> 1.12.1 addestramento CPU, GPU py38
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-inference:<tag> 1.12.0 inferenza CPU, GPU py38
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-training:<tag> 1.12.0 addestramento CPU, GPU py38
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-inference:<tag> 1.11.0 inferenza CPU, GPU py38
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-training:<tag> 1.11.0 addestramento CPU, GPU py38
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-inference:<tag> 1.10.2 inferenza CPU, GPU py38
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-training:<tag> 1.10.2 addestramento CPU, GPU py38
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-inference:<tag> 1.10.0 inferenza CPU, GPU py38
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-training:<tag> 1.10.0 addestramento CPU, GPU py38
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-inference:<tag> 1.9.1 inferenza CPU, GPU py38
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-training:<tag> 1.9.1 addestramento CPU, GPU py38
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-inference:<tag> 1.9.0 inferenza CPU, GPU py38
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-training:<tag> 1.9.0 addestramento CPU, GPU py38
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-inference:<tag> 1.8.1 inferenza CPU, GPU py3, py36
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-training:<tag> 1.8.1 addestramento CPU, GPU py3, py36
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-inference:<tag> 1.8.0 inferenza CPU, GPU py3, py36
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-training:<tag> 1.8.0 addestramento CPU, GPU py3, py36
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-inference:<tag> 1.7.1 inferenza CPU, GPU py3, py36
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-training:<tag> 1.7.1 addestramento CPU, GPU py3, py36
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-inference:<tag> 1.6.0 inferenza CPU, GPU py3, py36
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-training:<tag> 1.6.0 addestramento CPU, GPU py3, py36
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-inference:<tag> 1.5.0 inferenza CPU, GPU py3, py36
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-training:<tag> 1.5.0 addestramento CPU, GPU py3, py36
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-inference:<tag> 1.4.0 inferenza CPU, GPU py3, py36
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-training:<tag> 1.4.0 addestramento CPU, GPU py2, py3, py36
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-inference-eia:<tag> 1.3.1 eia CPU py3
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-inference:<tag> 1.3.1 inferenza CPU, GPU py2, py3
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-training:<tag> 1.3.1 addestramento CPU, GPU py2, py3
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-inference:<tag> 1.2.0 inferenza CPU, GPU py2, py3
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/pytorch-training:<tag> 1.2.0 addestramento CPU, GPU py2, py3
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-pytorch:<tag> 1.1.0 inferenza CPU, GPU py2, py3
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-pytorch:<tag> 1.1.0 addestramento CPU, GPU py2, py3
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-pytorch:<tag> 1.0.0 inferenza CPU, GPU py2, py3
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-pytorch:<tag> 1.0.0 addestramento CPU, GPU py2, py3
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-pytorch:<tag> 0.4.0 inferenza CPU, GPU py2, py3
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-pytorch:<tag> 0.4.0 addestramento CPU, GPU py2, py3

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='cn-northwest-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
387376663083.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-1',version='0.23-1',image_scope='inference')
Percorso Registro di sistema Versione Versione del pacchetto Tipi di processo (ambito di immagine)
451049120500.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-scikit-learn:<tag> 1.2-1 1.2.1 inferenza
451049120500.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-scikit-learn:<tag> 1.2-1 1.2.1 addestramento
451049120500.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 inferenza
451049120500.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 addestramento
451049120500.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 inference_graviton
451049120500.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-scikit-learn:<tag> 0.23-1 0.23.2 inferenza
451049120500.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-scikit-learn:<tag> 0.23-1 0.23.2 addestramento
451049120500.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-scikit-learn:<tag> 0.20.0 0.20.0 inferenza
451049120500.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
387376663083.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-1')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
387376663083.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-1',version='3.0',image_scope='processing')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
844356804704.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-spark-processing:<tag> 3.3 elaborazione
844356804704.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-spark-processing:<tag> 3.2 elaborazione
844356804704.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-spark-processing:<tag> 3.1 elaborazione
844356804704.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-spark-processing:<tag> 3.0 elaborazione
844356804704.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-1',version='2.4')
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
451049120500.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-sparkml-serving:<tag> 3.3 inferenza
451049120500.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-sparkml-serving:<tag> 2.4 inferenza
451049120500.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-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
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.19.0 Inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 2.19.0 addestramento CPU, GPU py312
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.18.0 Inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 2.18.0 addestramento CPU, GPU py310
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 2.16.2 addestramento CPU, GPU py310
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.16.1 Inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference-graviton:<tag> 2.16.1 inference_graviton CPU py310
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.14.1 Inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference-graviton:<tag> 2.14.1 inference_graviton CPU py310
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 2.14.1 addestramento CPU, GPU py310
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.13.0 Inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference-graviton:<tag> 2.13.0 inference_graviton CPU py310
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 2.13.0 addestramento CPU, GPU py310
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.12.1 inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference-graviton:<tag> 2.12.1 inference_graviton CPU py310
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 2.12.0 addestramento CPU, GPU py310
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.11.1 inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.11.0 inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 2.11.0 addestramento CPU, GPU py39
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.10.1 inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 2.10.1 addestramento CPU, GPU py39
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.10.0 inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.9.3 inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.9.2 inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 2.9.2 addestramento CPU, GPU py39
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference-graviton:<tag> 2.9.1 inference_graviton CPU py38
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.8.4 inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.8.0 inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 2.8.0 addestramento CPU, GPU py39
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 2.7.1 addestramento CPU, GPU py38
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.7.0 inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.6.3 inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 2.6.3 addestramento CPU, GPU py38
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 2.6.2 addestramento CPU, GPU py38
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.6.0 inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 2.6.0 addestramento CPU, GPU py38
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.5.1 inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 2.5.1 addestramento CPU, GPU py37
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 2.5.0 addestramento CPU, GPU py37
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.4.3 inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 2.4.3 addestramento CPU, GPU py37
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.4.1 inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 2.4.1 addestramento CPU, GPU py37
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.3.2 inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 2.3.2 addestramento CPU, GPU py37
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.3.1 inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 2.3.1 addestramento CPU, GPU py37
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference-eia:<tag> 2.3.0 eia CPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.3.0 inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 2.3.0 addestramento CPU, GPU py37
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.2.2 inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 2.2.2 addestramento CPU, GPU py37
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.2.1 inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 2.2.1 addestramento CPU, GPU py37
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.2.0 inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 2.2.0 addestramento CPU, GPU py37
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.1.3 inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 2.1.3 addestramento CPU, GPU py3, py36
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.1.2 inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 2.1.2 addestramento CPU, GPU py3, py36
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.1.1 inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 2.1.1 addestramento CPU, GPU py2, py3
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.1.0 inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 2.1.0 addestramento CPU, GPU py2, py3
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.0.4 inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 2.0.4 addestramento CPU, GPU py3, py36
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.0.3 inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 2.0.3 addestramento CPU, GPU py3, py36
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.0.2 inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 2.0.2 addestramento CPU, GPU py2, py3
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.0.1 inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 2.0.1 addestramento CPU, GPU py2, py3
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference-eia:<tag> 2.0.0 eia CPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 2.0.0 inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 2.0.0 addestramento CPU, GPU py2, py3
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 1.15.5 inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 1.15.5 addestramento CPU, GPU py3, py36, py37
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 1.15.4 inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 1.15.4 addestramento CPU, GPU py3, py36, py37
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 1.15.3 inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 1.15.3 addestramento CPU, GPU py2, py3, py37
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 1.15.2 inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 1.15.2 addestramento CPU, GPU py2, py3, py37
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference-eia:<tag> 1.15.0 eia CPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 1.15.0 inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 1.15.0 addestramento CPU, GPU py2, py3
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference-eia:<tag> 1.14.0 eia CPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 1.14.0 inferenza CPU, GPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 1.14.0 addestramento CPU, GPU py2, py3
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-tensorflow-scriptmode:<tag> 1.13.1 addestramento CPU, GPU py2
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-training:<tag> 1.13.1 addestramento CPU, GPU py3
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-tensorflow-serving-eia:<tag> 1.13.0 eia CPU -
727897471807.dkr.ecr.cn-northwest-1.amazonaws.com.cn/tensorflow-inference:<tag> 1.13.0 inferenza CPU, GPU -
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-tensorflow-serving-eia:<tag> 1.12.0 eia CPU -
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-tensorflow-serving:<tag> 1.12.0 inferenza CPU, GPU -
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-tensorflow-scriptmode:<tag> 1.12.0 addestramento CPU, GPU py2, py3
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-tensorflow-serving-eia:<tag> 1.11.0 eia CPU -
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-tensorflow-serving:<tag> 1.11.0 inferenza CPU, GPU -
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-tensorflow-scriptmode:<tag> 1.11.0 addestramento CPU, GPU py2, py3
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-tensorflow-eia:<tag> 1.10.0 eia CPU py2
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-tensorflow:<tag> 1.10.0 inferenza CPU, GPU py2
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-tensorflow:<tag> 1.10.0 addestramento CPU, GPU py2
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-tensorflow:<tag> 1.9.0 inferenza CPU, GPU py2
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-tensorflow:<tag> 1.9.0 addestramento CPU, GPU py2
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-tensorflow:<tag> 1.8.0 inferenza CPU, GPU py2
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-tensorflow:<tag> 1.8.0 addestramento CPU, GPU py2
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-tensorflow:<tag> 1.7.0 inferenza CPU, GPU py2
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-tensorflow:<tag> 1.7.0 addestramento CPU, GPU py2
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-tensorflow:<tag> 1.6.0 inferenza CPU, GPU py2
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-tensorflow:<tag> 1.6.0 addestramento CPU, GPU py2
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-tensorflow:<tag> 1.5.0 inferenza CPU, GPU py2
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-tensorflow:<tag> 1.5.0 addestramento CPU, GPU py2
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-tensorflow:<tag> 1.4.1 inferenza CPU, GPU py2
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-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
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-rl-tensorflow:coach0.11.1-<tag> 0.11.1 addestramento CPU, GPU py3
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-rl-tensorflow:coach0.11.0-<tag> 0.11.0 addestramento CPU, GPU py3
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-rl-tensorflow:coach0.11-<tag> 0.11 addestramento CPU, GPU py3
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-rl-tensorflow:coach0.10.1-<tag> 0.10.1 addestramento CPU, GPU py3
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-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
474822919863.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-neo-tensorflow:<tag> 2.5.2 inferenza inf py3
474822919863.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-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
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-rl-tensorflow:ray0.6.5-<tag> 0.6.5 addestramento CPU, GPU py3
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-rl-tensorflow:ray0.6-<tag> 0.6 addestramento CPU, GPU py3
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-rl-tensorflow:ray0.5.3-<tag> 0.5.3 addestramento CPU, GPU py3
423003514399.dkr.ecr.cn-northwest-1.amazonaws.com.cn/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='cn-northwest-1',version='1.5-1')
Percorso Registro di sistema Versione Versione del pacchetto Tipi di processo (ambito di immagine)
451049120500.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-xgboost:<tag> 1.7-1 1.7.4 inferenza
451049120500.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-xgboost:<tag> 1.7-1 1.7.4 addestramento
451049120500.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-xgboost:<tag> 1.5-1 1.5.2 inferenza
451049120500.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-xgboost:<tag> 1.5-1 1.5.2 addestramento
451049120500.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-xgboost:<tag> 1.5-1 1.5.2 inference_graviton
451049120500.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-xgboost:<tag> 1.3-1 1.3.3 inferenza
451049120500.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-xgboost:<tag> 1.3-1 1.3.3 addestramento
451049120500.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-xgboost:<tag> 1.3-1 1.3.3 inference_graviton
451049120500.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-xgboost:<tag> 1.2-2 1.2.0 inferenza
451049120500.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-xgboost:<tag> 1.2-2 1.2.0 addestramento
451049120500.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-xgboost:<tag> 1.2-1 1.2.0 inferenza
451049120500.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-xgboost:<tag> 1.2-1 1.2.0 addestramento
451049120500.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-xgboost:<tag> 1.0-1 1.0.0 inferenza
451049120500.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-xgboost:<tag> 1.0-1 1.0.0 addestramento
387376663083.dkr.ecr.cn-northwest-1.amazonaws.com.cn/xgboost:<tag> 1 0.72 inferenza
387376663083.dkr.ecr.cn-northwest-1.amazonaws.com.cn/xgboost:<tag> 1 0.72 addestramento
451049120500.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-xgboost:<tag> 0.90-2 0.90 inferenza
451049120500.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-xgboost:<tag> 0.90-2 0.90 addestramento
451049120500.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-xgboost:<tag> 0.90-1 0.90 inferenza
451049120500.dkr.ecr.cn-northwest-1.amazonaws.com.cn/sagemaker-xgboost:<tag> 0.90-1 0.90 addestramento