Percorsi del registro Docker e codice di esempio per Stati Uniti orientali (Virginia settentrionale) (us-east-1) - Percorsi Amazon SageMaker ECR

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Percorsi del registro Docker e codice di esempio per Stati Uniti orientali (Virginia settentrionale) (us-east-1)

I seguenti argomenti elencano i parametri per ciascuno degli algoritmi e contenitori di deep learning in questa regione forniti da Amazon SageMaker.

AutoGluon (algoritmo)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='autogluon',region='us-east-1',image_scope='inference',version='0.4') # Output path '763104351884.dkr.ecr.us-east-1.amazonaws.com/autogluon-inference:0.4-cpu-py38'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
763104351884.dkr.ecr.us-east-1.amazonaws.com/autogluon-training:<tag> 0.7.0 addestramento
763104351884.dkr.ecr.us-east-1.amazonaws.com/autogluon-inference:<tag> 0.7.0 inferenza
763104351884.dkr.ecr.us-east-1.amazonaws.com/autogluon-training:<tag> 0.6.2 addestramento
763104351884.dkr.ecr.us-east-1.amazonaws.com/autogluon-inference:<tag> 0.6.2 inferenza
763104351884.dkr.ecr.us-east-1.amazonaws.com/autogluon-training:<tag> 0.6.1 addestramento
763104351884.dkr.ecr.us-east-1.amazonaws.com/autogluon-inference:<tag> 0.6.1 inferenza
763104351884.dkr.ecr.us-east-1.amazonaws.com/autogluon-training:<tag> 0.5.2 addestramento
763104351884.dkr.ecr.us-east-1.amazonaws.com/autogluon-inference:<tag> 0,5,2 inferenza
763104351884.dkr.ecr.us-east-1.amazonaws.com/autogluon-training:<tag> 0,4,3 addestramento
763104351884.dkr.ecr.us-east-1.amazonaws.com/autogluon-inference:<tag> 0,4,3 inferenza
763104351884.dkr.ecr.us-east-1.amazonaws.com/autogluon-training:<tag> 0,4,2 addestramento
763104351884.dkr.ecr.us-east-1.amazonaws.com/autogluon-inference:<tag> 0,4,2 inferenza
763104351884.dkr.ecr.us-east-1.amazonaws.com/autogluon-training:<tag> 0,40 addestramento
763104351884.dkr.ecr.us-east-1.amazonaws.com/autogluon-inference:<tag> 0,40 inferenza
763104351884.dkr.ecr.us-east-1.amazonaws.com/autogluon-training:<tag> 0,32 addestramento
763104351884.dkr.ecr.us-east-1.amazonaws.com/autogluon-inference:<tag> 0,32 inferenza
763104351884.dkr.ecr.us-east-1.amazonaws.com/autogluon-training:<tag> 0,31 addestramento
763104351884.dkr.ecr.us-east-1.amazonaws.com/autogluon-inference:<tag> 0,31 Inferenza

BlazingText (algoritmo)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='blazingtext',region='us-east-1') # Output path '811284229777.dkr.ecr.us-east-1.amazonaws.com/blazingtext:1'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
811284229777.dkr.ecr.us-east-1.amazonaws.com/blazingtext:<tag> 1 inferenza, addestramento

Chainer (DLC)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='chainer',region='us-east-1',version='5.0.0',py_version='py3',image_scope='inference',instance_type='ml.c5.4xlarge') # Output path '520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-chainer:5.0.0-cpu-py3'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine) Tipi di processori Versioni Python
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-chainer:<tag> 5.0.0 inferenza, addestramento CPU, GPU py2, py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-chainer:<tag> 4.1.0 inferenza, addestramento CPU, GPU py2, py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-chainer:<tag> 4.0.0 inferenza, addestramento CPU, GPU py2, py3

Clarify (algoritmo)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='clarify',region='us-east-1',version='1.0',image_scope='processing') # Output path '205585389593.dkr.ecr.us-east-1.amazonaws.com/sagemaker-clarify-processing:1.0'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
205585389593.dkr.ecr.us-east-1.amazonaws.com/sagemaker-clarify-processing:<tag> 1 elaborazione

DJL DeepSpeed (algoritmo)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='djl-deepspeed', region='us-west-2',py_version='py3',image_scope='inference') # Output path '763104351884.dkr.ecr.us-west-2.amazonaws.com/djl-inference:0.20.0-deepspeed0.7.5-cu116'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
763104351884.dkr.ecr.us-east-1.amazonaws.com/djl-inference:0.22.1-deepspeed0.8.3-cu118-<tag> 0.22.1 inferenza
763104351884.dkr.ecr.us-east-1.amazonaws.com/djl-inference:0.21.0-deepspeed0.8.3-cu117-<tag> 0,21,0 inferenza
763104351884.dkr.ecr.us-east-1.amazonaws.com/djl-inference:0.20.0-deepspeed0.7.5-cu116-<tag> 0,20,0 inferenza
763104351884.dkr.ecr.us-east-1.amazonaws.com/djl-inference:0.19.0-deepspeed0.7.3-cu113-<tag> 0,19,0 inferenza

Data Wrangler (algoritmo)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='data-wrangler',region='us-east-1') # Output path '663277389841.dkr.ecr.us-east-1.amazonaws.com/sagemaker-data-wrangler-container:1.x'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
663277389841.dkr.ecr.us-east-1.amazonaws.com/sagemaker-data-wrangler-container:<tag> 2.x elaborazione
663277389841.dkr.ecr.us-east-1.amazonaws.com/sagemaker-data-wrangler-container:<tag> 1.x elaborazione

Debugger (algoritmo)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='debugger',region='us-east-1') # Output path '503895931360.dkr.ecr.us-east-1.amazonaws.com/sagemaker-debugger-rules:latest'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
503895931360.dkr.ecr.us-east-1.amazonaws.com/sagemaker-debugger-rules:<tag> più recente debugger

Previsioni DeepAR (algoritmo)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='forecasting-deepar',region='us-east-1') # Output path '522234722520.dkr.ecr.us-east-1.amazonaws.com/forecasting-deepar:1'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
522234722520.dkr.ecr.us-east-1.amazonaws.com/forecasting-deepar:<tag> 1 inferenza, addestramento

Macchine di fattorizzazione (algoritmo)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='factorization-machines',region='us-east-1') # Output path '382416733822.dkr.ecr.us-east-1.amazonaws.com/factorization-machines:1'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
382416733822.dkr.ecr.us-east-1.amazonaws.com/factorization-machines:<tag> 1 inferenza, addestramento

Hugging Face (algoritmo)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='huggingface',region='us-east-1',version='4.4.2',image_scope='training',base_framework_version='tensorflow2.4.1') # Output path '763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-tensorflow-training:2.4.1-transformers4.4.2-gpu-py37'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.26.0 addestramento
763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4,26,0 inferenza
763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4,26,0 inferenza
763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4,17,0 addestramento
763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4,17,0 addestramento
763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4,17,0 inferenza
763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4,17,0 inferenza
763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4,12,3 addestramento
763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4,12,3 addestramento
763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4,12,3 inferenza
763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4,12,3 inferenza
763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.11.0 addestramento
763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.11.0 addestramento
763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.11.0 inferenza
763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.11.0 inferenza
763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 410.2 addestramento
763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 410.2 addestramento
763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> 410.2 addestramento
763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> 410.2 addestramento
763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> 410.2 inferenza
763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> 410.2 inferenza
763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 410.2 inferenza
763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 410.2 inferenza
763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 46.1 addestramento
763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 addestramento
763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 addestramento
763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.6.1 addestramento
763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.6.1 inferenza
763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.6.1 inferenza
763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.5.0 addestramento
763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.5.0 addestramento
763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.4.2 addestramento
763104351884.dkr.ecr.us-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.4.2 addestramento

IP Insights (algoritmo)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='ipinsights',region='us-east-1') # Output path '382416733822.dkr.ecr.us-east-1.amazonaws.com/ipinsights:1'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
382416733822.dkr.ecr.us-east-1.amazonaws.com/ipinsights:<tag> 1 inferenza, addestramento

Classificazione delle immagini (algoritmo)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='image-classification',region='us-east-1') # Output path '811284229777.dkr.ecr.us-east-1.amazonaws.com/image-classification:1'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
811284229777.dkr.ecr.us-east-1.amazonaws.com/image-classification:<tag> 1 inferenza, addestramento

Inferentia MXNet (DLC)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='inferentia-mxnet',region='us-east-1',version='1.5.1',instance_type='ml.inf1.6xlarge') # Output path '785573368785.dkr.ecr.us-east-1.amazonaws.com/sagemaker-neo-mxnet:1.5.1-inf-py3'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine) Tipi di processori Versioni Python
785573368785.dkr.ecr.us-east-1.amazonaws.com/sagemaker-neo-mxnet:<tag> 1.8 inferenza inf py3
785573368785.dkr.ecr.us-east-1.amazonaws.com/sagemaker-neo-mxnet:<tag> 1.5.1 inferenza inf py3

Inferentia PyTorch (DLC)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='inferentia-pytorch',region='us-east-1',version='1.9',py_version='py3') # Output path '785573368785.dkr.ecr.us-east-1.amazonaws.com/sagemaker-neo-pytorch:1.9-inf-py3'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine) Tipi di processori Versioni Python
785573368785.dkr.ecr.us-east-1.amazonaws.com/sagemaker-neo-pytorch:<tag> 1.9 inferenza inf py3
785573368785.dkr.ecr.us-east-1.amazonaws.com/sagemaker-neo-pytorch:<tag> 1.8 inferenza inf py3
785573368785.dkr.ecr.us-east-1.amazonaws.com/sagemaker-neo-pytorch:<tag> 1,7 inferenza inf py3

K-Means (algoritmo)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='kmeans',region='us-east-1') # Output path '382416733822.dkr.ecr.us-east-1.amazonaws.com/kmeans:1'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
382416733822.dkr.ecr.us-east-1.amazonaws.com/kmeans:<tag> 1 inferenza, addestramento

KNN (algoritmo)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='knn',region='us-east-1') # Output path '382416733822.dkr.ecr.us-east-1.amazonaws.com/knn:1'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
382416733822.dkr.ecr.us-east-1.amazonaws.com/knn:<tag> 1 inferenza, addestramento

LDA (algoritmo)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='lda',region='us-east-1') # Output path '766337827248.dkr.ecr.us-east-1.amazonaws.com/lda:1'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
766337827248.dkr.ecr.us-east-1.amazonaws.com/lda:<tag> 1 inferenza, addestramento

Linear Learner (algoritmo)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='linear-learner',region='us-east-1') # Output path '382416733822.dkr.ecr.us-east-1.amazonaws.com/linear-learner:1'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
382416733822.dkr.ecr.us-east-1.amazonaws.com/linear-learner:<tag> 1 inferenza, addestramento

MXNet (DLC)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='mxnet',region='us-east-1',version='1.4.1',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge') # Output path '763104351884.dkr.ecr.us-east-1.amazonaws.com/mxnet-inference:1.4.1-cpu-py3'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine) Tipi di processori Versioni Python
763104351884.dkr.ecr.us-east-1.amazonaws.com/mxnet-training:<tag> 1.9.0 addestramento CPU, GPU py38
763104351884.dkr.ecr.us-east-1.amazonaws.com/mxnet-inference:<tag> 1.9.0 inferenza CPU, GPU py38
763104351884.dkr.ecr.us-east-1.amazonaws.com/mxnet-training:<tag> 1.8.0 addestramento CPU, GPU py37
763104351884.dkr.ecr.us-east-1.amazonaws.com/mxnet-inference:<tag> 1.8.0 inferenza CPU, GPU py37
763104351884.dkr.ecr.us-east-1.amazonaws.com/mxnet-training:<tag> 1.7.0 addestramento CPU, GPU py3
763104351884.dkr.ecr.us-east-1.amazonaws.com/mxnet-inference:<tag> 1.7.0 inferenza CPU, GPU py3
763104351884.dkr.ecr.us-east-1.amazonaws.com/mxnet-inference-eia:<tag> 1.7.0 eia CPU py3
763104351884.dkr.ecr.us-east-1.amazonaws.com/mxnet-training:<tag> 1.6.0 addestramento CPU, GPU py2, py3
763104351884.dkr.ecr.us-east-1.amazonaws.com/mxnet-inference:<tag> 1.6.0 inferenza CPU, GPU py2, py3
763104351884.dkr.ecr.us-east-1.amazonaws.com/mxnet-inference-eia:<tag> 1.5.1 eia CPU py2, py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-mxnet:<tag> 1.4.1 addestramento CPU, GPU py2
763104351884.dkr.ecr.us-east-1.amazonaws.com/mxnet-training:<tag> 1.4.1 addestramento CPU, GPU py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-mxnet-serving:<tag> 1.4.1 inferenza CPU, GPU py2
763104351884.dkr.ecr.us-east-1.amazonaws.com/mxnet-inference:<tag> 1.4.1 inferenza CPU, GPU py3
763104351884.dkr.ecr.us-east-1.amazonaws.com/mxnet-inference-eia:<tag> 1.4.1 eia CPU py2, py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-mxnet:<tag> 1.4.0 addestramento CPU, GPU py2, py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-mxnet-serving:<tag> 1.4.0 inferenza CPU, GPU py2, py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-mxnet-serving-eia:<tag> 1.4.0 eia CPU py2, py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-mxnet:<tag> 1.3.0 addestramento CPU, GPU py2, py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-mxnet:<tag> 1.3.0 inferenza CPU, GPU py2, py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-mxnet-eia:<tag> 1.3.0 eia CPU py2, py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-mxnet:<tag> 1.2.1 addestramento CPU, GPU py2, py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-mxnet:<tag> 1.2.1 inferenza CPU, GPU py2, py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-mxnet:<tag> 1.1.0 addestramento CPU, GPU py2, py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-mxnet:<tag> 1.1.0 inferenza CPU, GPU py2, py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-mxnet:<tag> 1.0.0 addestramento CPU, GPU py2, py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-mxnet:<tag> 1.0.0 inferenza CPU, GPU py2, py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-mxnet:<tag> 0.12.1 addestramento CPU, GPU py2, py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-mxnet:<tag> 0.12.1 inferenza CPU, GPU py2, py3

MXNet Coach (DLC)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='coach-mxnet',region='us-east-1',version='0.11',py_version='py3',image_scope='training',instance_type='ml.c5.4xlarge') # Output path '520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-rl-mxnet:coach0.11-cpu-py3'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine) Tipi di processori Versioni Python
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-rl-mxnet:coach0.11.0-<tag> 0.11.0 addestramento CPU, GPU py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-rl-mxnet:coach0.11-<tag> 0.11 addestramento CPU, GPU py3

Monitoraggio modelli (algoritmo)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='model-monitor',region='us-east-1') # Output path '156813124566.dkr.ecr.us-east-1.amazonaws.com/sagemaker-model-monitor-analyzer'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
156813124566.dkr.ecr.us-east-1.amazonaws.com/sagemaker-model-monitor-analyzer:<tag> monitoraggio

NTM (algoritmo)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='ntm',region='us-east-1') # Output path '382416733822.dkr.ecr.us-east-1.amazonaws.com/ntm:1'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
382416733822.dkr.ecr.us-east-1.amazonaws.com/ntm:<tag> 1 inferenza, addestramento

Classificazione delle immagine Neo (algoritmo)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='image-classification-neo',region='us-east-1') # Output path '785573368785.dkr.ecr.us-east-1.amazonaws.com/image-classification-neo:latest'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
785573368785.dkr.ecr.us-east-1.amazonaws.com/image-classification-neo:<tag> più recente inferenza

Neo MXNet (DLC)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='neo-mxnet',region='us-east-1',version='1.8',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge') # Output path '785573368785.dkr.ecr.us-east-1.amazonaws.com/sagemaker-inference-mxnet:1.8-cpu-py3'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine) Tipi di processori Versioni Python
785573368785.dkr.ecr.us-east-1.amazonaws.com/sagemaker-inference-mxnet:<tag> 1.8 inferenza CPU, GPU py3

Neo PyTorch (DLC)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='neo-pytorch',region='us-east-1',version='1.6',image_scope='inference',instance_type='ml.c5.4xlarge') # Output path '785573368785.dkr.ecr.us-east-1.amazonaws.com/sagemaker-inference-pytorch:1.6-cpu-py3'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine) Tipi di processori Versioni Python
785573368785.dkr.ecr.us-east-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.13 inferenza CPU, GPU py3
785573368785.dkr.ecr.us-east-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.12 inferenza CPU, GPU py3
785573368785.dkr.ecr.us-east-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.8 inferenza CPU, GPU py3
785573368785.dkr.ecr.us-east-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1,7 inferenza CPU, GPU py3
785573368785.dkr.ecr.us-east-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.6 inferenza CPU, GPU py3
785573368785.dkr.ecr.us-east-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.5 inferenza CPU, GPU py3
785573368785.dkr.ecr.us-east-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.4 inferenza CPU, GPU py3

Neo Tensorflow (DLC)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='neo-tensorflow',region='us-east-1',version='1.15.3',py_version='py3',instance_type='ml.c5.4xlarge') # Output path '785573368785.dkr.ecr.us-east-1.amazonaws.com/sagemaker-inference-tensorflow:1.15.3-cpu-py3'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine) Tipi di processori Versioni Python
785573368785.dkr.ecr.us-east-1.amazonaws.com/sagemaker-inference-tensorflow:<tag> 2.9.2 inferenza CPU, GPU py3
785573368785.dkr.ecr.us-east-1.amazonaws.com/sagemaker-inference-tensorflow:<tag> 1.15.3 inferenza CPU, GPU py3

Neo XGBoost (algoritmo)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='xgboost-neo',region='us-east-1') # Output path '785573368785.dkr.ecr.us-east-1.amazonaws.com/xgboost-neo:latest'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
785573368785.dkr.ecr.us-east-1.amazonaws.com/xgboost-neo:<tag> più recente inferenza

Rilevamento degli oggetti (algoritmo)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='object-detection',region='us-east-1') # Output path '811284229777.dkr.ecr.us-east-1.amazonaws.com/object-detection:1'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
811284229777.dkr.ecr.us-east-1.amazonaws.com/object-detection:<tag> 1 inferenza, addestramento

Object2Vec (algoritmo)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='object2vec',region='us-east-1') # Output path '382416733822.dkr.ecr.us-east-1.amazonaws.com/object2vec:1'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
382416733822.dkr.ecr.us-east-1.amazonaws.com/object2vec:<tag> 1 inferenza, addestramento

PCA (algoritmo)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='pca',region='us-east-1') # Output path '382416733822.dkr.ecr.us-east-1.amazonaws.com/pca:1'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
382416733822.dkr.ecr.us-east-1.amazonaws.com/pca:<tag> 1 inferenza, addestramento

PyTorch (DLC)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='pytorch',region='us-east-1',version='1.8.0',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge') # Output path '763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-inference:1.8.0-cpu-py3'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine) Tipi di processori Versioni Python
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-inference:<tag> 2.0.0 inferenza CPU, GPU py310
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-inference-graviton:<tag> 2.0.0 inference_graviton CPU py310
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-training:<tag> 2.0.0 addestramento CPU, GPU py310
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-inference:<tag> 1.13.1 inferenza CPU, GPU py39
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-training:<tag> 1.13.1 addestramento CPU, GPU py39
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-inference:<tag> 1.12.1 inferenza CPU, GPU py38
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-inference-graviton:<tag> 1.12.1 inference_graviton CPU py38
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-training:<tag> 1.12.1 addestramento CPU, GPU py38
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-inference:<tag> 1.12.0 inferenza CPU, GPU py38
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-training:<tag> 1.12.0 addestramento CPU, GPU py38
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-inference:<tag> 1.11.0 inferenza CPU, GPU py38
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-training:<tag> 1.11.0 addestramento CPU, GPU py38
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-inference:<tag> 1.10.2 inferenza CPU, GPU py38
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-training:<tag> 1.10.2 addestramento CPU, GPU py38
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-inference:<tag> 1.10.0 inferenza CPU, GPU py38
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-training:<tag> 1.10.0 addestramento CPU, GPU py38
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-inference:<tag> 1.9.1 inferenza CPU, GPU py38
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-training:<tag> 1.9.1 addestramento CPU, GPU py38
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-inference:<tag> 1.9.0 inferenza CPU, GPU py38
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-training:<tag> 1.9.0 addestramento CPU, GPU py38
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-inference:<tag> 1.8.1 inferenza CPU, GPU py3, py36
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-training:<tag> 1.8.1 addestramento CPU, GPU py3, py36
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-inference:<tag> 1.8.0 inferenza CPU, GPU py3, py36
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-training:<tag> 1.8.0 addestramento CPU, GPU py3, py36
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-inference:<tag> 1.7.1 inferenza CPU, GPU py3, py36
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-training:<tag> 1.7.1 addestramento CPU, GPU py3, py36
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-inference:<tag> 1.6.0 inferenza CPU, GPU py3, py36
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-training:<tag> 1.6.0 addestramento CPU, GPU py3, py36
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-inference-eia:<tag> 1.5.1 eia CPU py3
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-inference:<tag> 1.5.0 inferenza CPU, GPU py3
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-training:<tag> 1.5.0 addestramento CPU, GPU py3
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-inference:<tag> 1.4.0 inferenza CPU, GPU py3
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-training:<tag> 1.4.0 addestramento CPU, GPU py2, py3
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-inference-eia:<tag> 1.3.1 eia CPU py3
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-inference:<tag> 1.3.1 inferenza CPU, GPU py2, py3
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-training:<tag> 1.3.1 addestramento CPU, GPU py2, py3
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-inference:<tag> 1.2.0 inferenza CPU, GPU py2, py3
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-training:<tag> 1.2.0 addestramento CPU, GPU py2, py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-pytorch:<tag> 1.1.0 inferenza CPU, GPU py2, py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-pytorch:<tag> 1.1.0 addestramento CPU, GPU py2, py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-pytorch:<tag> 1.0.0 inferenza CPU, GPU py2, py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-pytorch:<tag> 1.0.0 addestramento CPU, GPU py2, py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-pytorch:<tag> 0,40 inferenza CPU, GPU py2, py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-pytorch:<tag> 0,40 addestramento CPU, GPU py2, py3

PyTorch Neurone (DLC)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='pytorch-neuron',region='us-west-2', image_scope='inference') # Output path '763104351884.dkr.ecr.us-west-2.amazon.aws.com/pytorch-neuron:1.10.2-neuron-py37-sdk1.19.0-ubuntu18.04'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine) Tipi di processori Versioni Python
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-training-neuron:<tag> 1.11.0 addestramento TRN py38

PyTorch Training Compiler (DLC)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='pytorch-training-compiler',region='us-west-2', version='py38') # Output path '763104351884.dkr.ecr.us-west-2.amazonaws.com/pytorch-trcomp-training:1.12.0-gpu-py38-cu113-ubuntu20.04-sagemaker'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine) Tipi di processori Versioni Python
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-trcomp-training:<tag> 1.13.1 addestramento GPU py39
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-trcomp-training:<tag> 1.12.0 addestramento GPU py38

Random Cut Forest (algoritmo)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='randomcutforest',region='us-east-1') # Output path '382416733822.dkr.ecr.us-east-1.amazonaws.com/randomcutforest:1'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
382416733822.dkr.ecr.us-east-1.amazonaws.com/randomcutforest:<tag> 1 inferenza, addestramento

Ray PyTorch (DLC)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='ray-pytorch',region='us-east-1',version='0.8.5',instance_type='ml.c5.4xlarge') # Output path '462105765813.dkr.ecr.us-east-1.amazonaws.com/sagemaker-rl-ray-container:ray-0.8.5-torch-cpu-py36'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine) Tipi di processori Versioni Python
462105765813.dkr.ecr.us-east-1.amazonaws.com/sagemaker-rl-ray-container:ray-1.6.0-torch-<tag> 1.6.0 addestramento CPU, GPU py36
462105765813.dkr.ecr.us-east-1.amazonaws.com/sagemaker-rl-ray-container:ray-0.8.5-torch-<tag> 0.8.5 addestramento CPU, GPU py36

Scikit-learn (algoritmo)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='sklearn',region='us-east-1',version='0.23-1',image_scope='inference') # Output path '683313688378.dkr.ecr.us-east-1.amazonaws.com/sagemaker-scikit-learn:0.23-1-cpu-py3'
Percorso Registro di sistema Versione Versione del pacchetto Tipi di processo (ambito di immagine)
683313688378.dkr.ecr.us-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1,2-1 1.2.1 inferenza
683313688378.dkr.ecr.us-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1,2-1 1.2.1 addestramento
683313688378.dkr.ecr.us-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1,0-1 1.0.2 inferenza
683313688378.dkr.ecr.us-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1,0-1 1.0.2 addestramento
683313688378.dkr.ecr.us-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1,0-1 1.0.2 inference_graviton
683313688378.dkr.ecr.us-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0,23-1 0,23,2 inferenza
683313688378.dkr.ecr.us-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0,23-1 0,23,2 addestramento
683313688378.dkr.ecr.us-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0,20,0 0,20,0 inferenza
683313688378.dkr.ecr.us-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0,20,0 0,20,0 addestramento

Segmentazione semantica (algoritmo)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='semantic-segmentation',region='us-east-1') # Output path '811284229777.dkr.ecr.us-east-1.amazonaws.com/semantic-segmentation:1'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
811284229777.dkr.ecr.us-east-1.amazonaws.com/semantic-segmentation:<tag> 1 inferenza, addestramento

Seq2Seq (algoritmo)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='seq2seq',region='us-east-1') # Output path '811284229777.dkr.ecr.us-east-1.amazonaws.com/seq2seq:1'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
811284229777.dkr.ecr.us-east-1.amazonaws.com/seq2seq:<tag> 1 inferenza, addestramento

Spark (algoritmo)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='spark',region='us-east-1',version='3.0',image_scope='processing') # Output path '173754725891.dkr.ecr.us-east-1.amazonaws.com/sagemaker-spark-processing:3.0-cpu'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
173754725891.dkr.ecr.us-east-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.2 elaborazione
173754725891.dkr.ecr.us-east-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.1 elaborazione
173754725891.dkr.ecr.us-east-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.0 elaborazione
173754725891.dkr.ecr.us-east-1.amazonaws.com/sagemaker-spark-processing:<tag> 2.4 elaborazione

SparkML Serving (algoritmo)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='sparkml-serving',region='us-east-1',version='2.4') # Output path '683313688378.dkr.ecr.us-east-1.amazonaws.com/sagemaker-sparkml-serving:2.4'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
683313688378.dkr.ecr.us-east-1.amazonaws.com/sagemaker-sparkml-serving:<tag> 3.3 inferenza
683313688378.dkr.ecr.us-east-1.amazonaws.com/sagemaker-sparkml-serving:<tag> 2.4 inferenza
683313688378.dkr.ecr.us-east-1.amazonaws.com/sagemaker-sparkml-serving:<tag> 2.2 inferenza

Tensorflow (DLC)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='tensorflow',region='us-east-1',version='1.12.0',image_scope='inference',instance_type='ml.c5.4xlarge') # Output path '520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-tensorflow-serving:1.12.0-cpu'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine) Tipi di processori Versioni Python
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 2.12.1 inferenza CPU, GPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-training:<tag> 2.12.0 addestramento CPU, GPU py310
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 2.11.1 inferenza CPU, GPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 2.11.0 inferenza CPU, GPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-training:<tag> 2.11.0 addestramento CPU, GPU py39
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 210.1 inferenza CPU, GPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-training:<tag> 210.1 addestramento CPU, GPU py39
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 2.10.0 inferenza CPU, GPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 29.3 inferenza CPU, GPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 29.2 inferenza CPU, GPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-training:<tag> 29.2 addestramento CPU, GPU py39
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference-graviton:<tag> 29.1 inference_graviton CPU py38
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 28.4 inferenza CPU, GPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 2.8.0 inferenza CPU, GPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-training:<tag> 2.8.0 addestramento CPU, GPU py39
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-training:<tag> 2.7.1 addestramento CPU, GPU py38
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 2.7.0 inferenza CPU, GPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 26.3 inferenza CPU, GPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-training:<tag> 26.3 addestramento CPU, GPU py38
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-training:<tag> 26.2 addestramento CPU, GPU py38
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 2.6.0 inferenza CPU, GPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-training:<tag> 2.6.0 addestramento CPU, GPU py38
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 2.5.1 inferenza CPU, GPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-training:<tag> 2.5.1 addestramento CPU, GPU py37
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-training:<tag> 2.5.0 addestramento CPU, GPU py37
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 2.4.3 inferenza CPU, GPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-training:<tag> 2.4.3 addestramento CPU, GPU py37
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 2.4.1 inferenza CPU, GPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-training:<tag> 2.4.1 addestramento CPU, GPU py37
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 2.3.2 inferenza CPU, GPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-training:<tag> 2.3.2 addestramento CPU, GPU py37
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 2.3.1 inferenza CPU, GPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-training:<tag> 2.3.1 addestramento CPU, GPU py37
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference-eia:<tag> 2.3.0 eia CPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 2.3.0 inferenza CPU, GPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-training:<tag> 2.3.0 addestramento CPU, GPU py37
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 2.2.2 inferenza CPU, GPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-training:<tag> 2.2.2 addestramento CPU, GPU py37
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 2.2.1 inferenza CPU, GPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-training:<tag> 2.2.1 addestramento CPU, GPU py37
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 2.2.0 inferenza CPU, GPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-training:<tag> 2.2.0 addestramento CPU, GPU py37
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 2.1.3 inferenza CPU, GPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-training:<tag> 2.1.3 addestramento CPU, GPU py3
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 2.1.2 inferenza CPU, GPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-training:<tag> 2.1.2 addestramento CPU, GPU py3
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 2.1.1 inferenza CPU, GPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-training:<tag> 2.1.1 addestramento CPU, GPU py2, py3
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 2.1.0 inferenza CPU, GPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-training:<tag> 2.1.0 addestramento CPU, GPU py2, py3
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 2.0.4 inferenza CPU, GPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-training:<tag> 2.0.4 addestramento CPU, GPU py3
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 2.0.3 inferenza CPU, GPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-training:<tag> 2.0.3 addestramento CPU, GPU py3
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 2.0.2 inferenza CPU, GPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-training:<tag> 2.0.2 addestramento CPU, GPU py2, py3
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 2.0.1 inferenza CPU, GPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-training:<tag> 2.0.1 addestramento CPU, GPU py2, py3
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference-eia:<tag> 2.0.0 eia CPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 2.0.0 inferenza CPU, GPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-training:<tag> 2.0.0 addestramento CPU, GPU py2, py3
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 1,15,5 inferenza CPU, GPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-training:<tag> 1,15,5 addestramento CPU, GPU py3, py36, py37
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 1.15,4 inferenza CPU, GPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-training:<tag> 1.15,4 addestramento CPU, GPU py3, py36, py37
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 1.15.3 inferenza CPU, GPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-training:<tag> 1.15.3 addestramento CPU, GPU py2, py3, py37
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 1.15.2 inferenza CPU, GPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-training:<tag> 1.15.2 addestramento CPU, GPU py2, py3, py37
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference-eia:<tag> 1.15.0 eia CPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 1.15.0 inferenza CPU, GPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-training:<tag> 1.15.0 addestramento CPU, GPU py2, py3
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference-eia:<tag> 1.14.0 eia CPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 1.14.0 inferenza CPU, GPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-training:<tag> 1.14.0 addestramento CPU, GPU py2, py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-tensorflow-scriptmode:<tag> 1.13.1 addestramento CPU, GPU py2
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-training:<tag> 1.13.1 addestramento CPU, GPU py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-tensorflow-serving-eia:<tag> 1.13.0 eia CPU -
763104351884.dkr.ecr.us-east-1.amazonaws.com/tensorflow-inference:<tag> 1.13.0 inferenza CPU, GPU -
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-tensorflow-serving-eia:<tag> 1.12.0 eia CPU -
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-tensorflow-serving:<tag> 1.12.0 inferenza CPU, GPU -
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-tensorflow-scriptmode:<tag> 1.12.0 addestramento CPU, GPU py2, py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-tensorflow-serving-eia:<tag> 1.11.0 eia CPU -
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-tensorflow-serving:<tag> 1.11.0 inferenza CPU, GPU -
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-tensorflow-scriptmode:<tag> 1.11.0 addestramento CPU, GPU py2, py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-tensorflow-eia:<tag> 1.10.0 eia CPU py2
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.10.0 inferenza CPU, GPU py2
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.10.0 addestramento CPU, GPU py2
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.9.0 inferenza CPU, GPU py2
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.9.0 addestramento CPU, GPU py2
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.8.0 inferenza CPU, GPU py2
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.8.0 addestramento CPU, GPU py2
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.7.0 inferenza CPU, GPU py2
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.7.0 addestramento CPU, GPU py2
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.6.0 inferenza CPU, GPU py2
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.6.0 addestramento CPU, GPU py2
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.5.0 inferenza CPU, GPU py2
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.5.0 addestramento CPU, GPU py2
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.4.1 inferenza CPU, GPU py2
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.4.1 addestramento CPU, GPU py2

Tensorflow Coach (DLC)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='coach-tensorflow',region='us-east-1',version='1.0.0',image_scope='training',instance_type='ml.c5.4xlarge') # Output path '462105765813.dkr.ecr.us-east-1.amazonaws.com/sagemaker-rl-coach-container:coach-1.0.0-tf-cpu-py3'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine) Tipi di processori Versioni Python
462105765813.dkr.ecr.us-east-1.amazonaws.com/sagemaker-rl-coach-container:coach-1.0.0-tf-<tag> 1.0.0 addestramento CPU, GPU py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.11.1-<tag> 0.11.1 addestramento CPU, GPU py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.11.0-<tag> 0.11.0 addestramento CPU, GPU py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.11-<tag> 0.11 addestramento CPU, GPU py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.10.1-<tag> 0,10,1 addestramento CPU, GPU py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.10-<tag> 0.10 addestramento CPU, GPU py3

Tensorflow Inferentia (DLC)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='inferentia-tensorflow',region='us-east-1',version='1.15.0',instance_type='ml.inf1.6xlarge') # Output path '785573368785.dkr.ecr.us-east-1.amazonaws.com/sagemaker-neo-tensorflow:1.15.0-inf-py3'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine) Tipi di processori Versioni Python
785573368785.dkr.ecr.us-east-1.amazonaws.com/sagemaker-neo-tensorflow:<tag> 2.5.2 inferenza inf py3
785573368785.dkr.ecr.us-east-1.amazonaws.com/sagemaker-neo-tensorflow:<tag> 1.15.0 inferenza inf py3

Tensorflow Ray (DLC)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='ray-tensorflow',region='us-east-1',version='0.8.5',instance_type='ml.c5.4xlarge') # Output path '462105765813.dkr.ecr.us-east-1.amazonaws.com/sagemaker-rl-ray-container:ray-0.8.5-tf-cpu-py36'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine) Tipi di processori Versioni Python
462105765813.dkr.ecr.us-east-1.amazonaws.com/sagemaker-rl-ray-container:ray-1.6.0-tf-<tag> 1.6.0 addestramento CPU, GPU py37
462105765813.dkr.ecr.us-east-1.amazonaws.com/sagemaker-rl-ray-container:ray-0.8.5-tf-<tag> 0.8.5 addestramento CPU, GPU py36
462105765813.dkr.ecr.us-east-1.amazonaws.com/sagemaker-rl-ray-container:ray-0.8.2-tf-<tag> 0.8.2 addestramento CPU, GPU py36
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.6.5-<tag> 0,6,5 addestramento CPU, GPU py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.6-<tag> 0.6 addestramento CPU, GPU py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.5.3-<tag> 0,5,3 addestramento CPU, GPU py3
520713654638.dkr.ecr.us-east-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.5-<tag> 0,5 addestramento CPU, GPU py3

VW (algoritmo)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='vw',region='us-east-1',version='8.7.0',image_scope='training') # Output path '462105765813.dkr.ecr.us-east-1.amazonaws.com/sagemaker-rl-vw-container:vw-8.7.0-cpu'
Percorso Registro di sistema Versione Tipi di processo (ambito di immagine)
462105765813.dkr.ecr.us-east-1.amazonaws.com/sagemaker-rl-vw-container:vw-8.7.0-<tag> 8.7.0 addestramento

XGBoost (algoritmo)

SageMaker Esempio di Python SDK per recuperare il percorso del registro.

from sagemaker import image_uris image_uris.retrieve(framework='xgboost',region='us-east-1',version='1.5-1') # Output path '683313688378.dkr.ecr.us-east-1.amazonaws.com/sagemaker-xgboost:1.5-1'
Percorso Registro di sistema Versione Versione del pacchetto Tipi di processo (ambito di immagine)
683313688378.dkr.ecr.us-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1,7-1 1,7,4 inferenza
683313688378.dkr.ecr.us-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1,7-1 1,7,4 addestramento
683313688378.dkr.ecr.us-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1,5-1 1.5.2 inferenza
683313688378.dkr.ecr.us-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1,5-1 1.5.2 addestramento
683313688378.dkr.ecr.us-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1,5-1 1.5.2 inference_graviton
683313688378.dkr.ecr.us-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1,3-1 1.3.3 inferenza
683313688378.dkr.ecr.us-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1,3-1 1.3.3 addestramento
683313688378.dkr.ecr.us-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1,3-1 1.3.3 inference_graviton
683313688378.dkr.ecr.us-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1,2-2 1.2.0 inferenza
683313688378.dkr.ecr.us-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1,2-2 1.2.0 addestramento
683313688378.dkr.ecr.us-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1,2-1 1.2.0 inferenza
683313688378.dkr.ecr.us-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1,2-1 1.2.0 addestramento
683313688378.dkr.ecr.us-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1,0-1 1.0.0 inferenza
683313688378.dkr.ecr.us-east-1.amazonaws.com/sagemaker-xgboost:<tag> 1,0-1 1.0.0 addestramento
811284229777.dkr.ecr.us-east-1.amazonaws.com/xgboost:<tag> 1 0,72 inferenza
811284229777.dkr.ecr.us-east-1.amazonaws.com/xgboost:<tag> 1 0,72 addestramento
683313688378.dkr.ecr.us-east-1.amazonaws.com/sagemaker-xgboost:<tag> 0,90-2 0.90 inferenza
683313688378.dkr.ecr.us-east-1.amazonaws.com/sagemaker-xgboost:<tag> 0,90-2 0.90 addestramento
683313688378.dkr.ecr.us-east-1.amazonaws.com/sagemaker-xgboost:<tag> 0,90-1 0.90 inferenza
683313688378.dkr.ecr.us-east-1.amazonaws.com/sagemaker-xgboost:<tag> 0,90-1 0.90 addestramento