Docker-Registry-Pfade und Beispielcode für den Nahen Osten (VAE) (me-central-1) - Amazon SageMaker ECR-Pfade

Die vorliegende Übersetzung wurde maschinell erstellt. Im Falle eines Konflikts oder eines Widerspruchs zwischen dieser übersetzten Fassung und der englischen Fassung (einschließlich infolge von Verzögerungen bei der Übersetzung) ist die englische Fassung maßgeblich.

Docker-Registry-Pfade und Beispielcode für den Nahen Osten (VAE) (me-central-1)

In den folgenden Themen sind Parameter für jeden der von Amazon bereitgestellten Algorithmen und Deep-Learning-Container in dieser Region aufgeführt SageMaker.

AutoGluon (Algorithmus)

SageMaker Python-SDK-Beispiel zum Abrufen des Registrierungspfads.

from sagemaker import image_uris image_uris.retrieve(framework='autogluon',region='me-central-1',image_scope='inference',version='0.4')
Registry-Pfad Version Auftragstypen (Bildbereich)
914824155844.dkr.ecr.me-central-1.amazonaws.com/autogluon-training:<tag> 0.5.2 Training
914824155844.dkr.ecr.me-central-1.amazonaws.com/autogluon-inference:<tag> 0.5.2 Inferenz
914824155844.dkr.ecr.me-central-1.amazonaws.com/autogluon-training:<tag> 0.4.3 Training
914824155844.dkr.ecr.me-central-1.amazonaws.com/autogluon-inference:<tag> 0.4.3 Inferenz
914824155844.dkr.ecr.me-central-1.amazonaws.com/autogluon-training:<tag> 0.4.2 Training
914824155844.dkr.ecr.me-central-1.amazonaws.com/autogluon-inference:<tag> 0.4.2 Inferenz
914824155844.dkr.ecr.me-central-1.amazonaws.com/autogluon-training:<tag> 0,4,0 Training
914824155844.dkr.ecr.me-central-1.amazonaws.com/autogluon-inference:<tag> 0,4,0 Inferenz
914824155844.dkr.ecr.me-central-1.amazonaws.com/autogluon-training:<tag> 0.3.2 Training
914824155844.dkr.ecr.me-central-1.amazonaws.com/autogluon-inference:<tag> 0.3.2 Inferenz
914824155844.dkr.ecr.me-central-1.amazonaws.com/autogluon-training:<tag> 0.3.1 Training
914824155844.dkr.ecr.me-central-1.amazonaws.com/autogluon-inference:<tag> 0.3.1 Inferenz

BlazingText (Algorithmus)

SageMaker Python-SDK-Beispiel zum Abrufen des Registrierungspfads.

from sagemaker import image_uris image_uris.retrieve(framework='blazingtext',region='me-central-1')
Registry-Pfad Version Auftragstypen (Bildbereich)
272398656194.dkr.ecr.me-central-1.amazonaws.com/blazingtext:<tag> 1 Inferenz, Training

DeepAR-Prognosen (Algorithmus)

SageMaker Python-SDK-Beispiel zum Abrufen des Registrierungspfads.

from sagemaker import image_uris image_uris.retrieve(framework='forecasting-deepar',region='me-central-1')
Registry-Pfad Version Auftragstypen (Bildbereich)
272398656194.dkr.ecr.me-central-1.amazonaws.com/forecasting-deepar:<tag> 1 Inferenz, Training

Factorization Machines (Algorithmus)

SageMaker Python-SDK-Beispiel zum Abrufen des Registrierungspfads.

from sagemaker import image_uris image_uris.retrieve(framework='factorization-machines',region='me-central-1')
Registry-Pfad Version Auftragstypen (Bildbereich)
272398656194.dkr.ecr.me-central-1.amazonaws.com/factorization-machines:<tag> 1 Inferenz, Training

Hugging Face (Algorithmus)

SageMaker Python-SDK-Beispiel zum Abrufen des Registrierungspfads.

from sagemaker import image_uris image_uris.retrieve(framework='huggingface',region='me-central-1',version='4.4.2',image_scope='training',base_framework_version='tensorflow2.4.1')
Registry-Pfad Version Auftragstypen (Bildbereich)
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.26.0 Training
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4,26,0 Inferenz
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4,26,0 Inferenz
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.17,0 Training
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.17,0 Training
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.17,0 Inferenz
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.17,0 Inferenz
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.12.3 Training
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.12.3 Training
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.12.3 Inferenz
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.12.3 Inferenz
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.11.0 Training
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.11.0 Training
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.11.0 Inferenz
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.11.0 Inferenz
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.10.2 Training
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.10.2 Training
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.10.2 Training
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.10.2 Training
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.10.2 Inferenz
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.10.2 Inferenz
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.10.2 Inferenz
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.10.2 Inferenz
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 Training
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 Training
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 Training
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.6.1 Training
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.6.1 Inferenz
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.6.1 Inferenz
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.5.0 Training
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.5.0 Training
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.4.2 Training
914824155844.dkr.ecr.me-central-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.4.2 Training

IP Insights (Algorithmus)

SageMaker Python-SDK-Beispiel zum Abrufen des Registrierungspfads.

from sagemaker import image_uris image_uris.retrieve(framework='ipinsights',region='me-central-1')
Registry-Pfad Version Auftragstypen (Bildbereich)
272398656194.dkr.ecr.me-central-1.amazonaws.com/ipinsights:<tag> 1 Inferenz, Training

Bildklassifizierung (Algorithmus)

SageMaker Python-SDK-Beispiel zum Abrufen des Registrierungspfads.

from sagemaker import image_uris image_uris.retrieve(framework='image-classification',region='me-central-1')
Registry-Pfad Version Auftragstypen (Bildbereich)
272398656194.dkr.ecr.me-central-1.amazonaws.com/image-classification:<tag> 1 Inferenz, Training

K-Means (Algorithmus)

SageMaker Python-SDK-Beispiel zum Abrufen des Registrierungspfads.

from sagemaker import image_uris image_uris.retrieve(framework='kmeans',region='me-central-1')
Registry-Pfad Version Auftragstypen (Bildbereich)
272398656194.dkr.ecr.me-central-1.amazonaws.com/kmeans:<tag> 1 Inferenz, Training

KNN (Algorithmus)

SageMaker Python-SDK-Beispiel zum Abrufen des Registrierungspfads.

from sagemaker import image_uris image_uris.retrieve(framework='knn',region='me-central-1')
Registry-Pfad Version Auftragstypen (Bildbereich)
272398656194.dkr.ecr.me-central-1.amazonaws.com/knn:<tag> 1 Inferenz, Training

Linear Learner (Algorithmus)

SageMaker Python-SDK-Beispiel zum Abrufen des Registrierungspfads.

from sagemaker import image_uris image_uris.retrieve(framework='linear-learner',region='me-central-1')
Registry-Pfad Version Auftragstypen (Bildbereich)
272398656194.dkr.ecr.me-central-1.amazonaws.com/linear-learner:<tag> 1 Inferenz, Training

MXNet (DLC)

SageMaker Python-SDK-Beispiel zum Abrufen des Registrierungspfads.

from sagemaker import image_uris image_uris.retrieve(framework='mxnet',region='me-central-1',version='1.4.1',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge')
Registry-Pfad Version Auftragstypen (Bildbereich) Typen von Prozessoren Python Versionen
914824155844.dkr.ecr.me-central-1.amazonaws.com/mxnet-training:<tag> 1.9.0 Training CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/mxnet-inference:<tag> 1.9.0 Inferenz CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/mxnet-training:<tag> 1.8.0 Training CPU, GPU py37
914824155844.dkr.ecr.me-central-1.amazonaws.com/mxnet-inference:<tag> 1.8.0 Inferenz CPU, GPU py37
914824155844.dkr.ecr.me-central-1.amazonaws.com/mxnet-training:<tag> 1.7.0 Training CPU, GPU py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/mxnet-inference:<tag> 1.7.0 Inferenz CPU, GPU py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/mxnet-inference-eia:<tag> 1.7.0 eia CPU py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/mxnet-training:<tag> 1.6.0 Training CPU, GPU py2, py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/mxnet-inference:<tag> 1.6.0 Inferenz CPU, GPU py2, py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/mxnet-inference-eia:<tag> 1.5.1 eia CPU py2, py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/mxnet-training:<tag> 1.4.1 Training CPU, GPU py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/mxnet-inference:<tag> 1.4.1 Inferenz CPU, GPU py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/mxnet-inference-eia:<tag> 1.4.1 eia CPU py2, py3

NTM (Algorithmus)

SageMaker Python-SDK-Beispiel zum Abrufen des Registrierungspfads.

from sagemaker import image_uris image_uris.retrieve(framework='ntm',region='me-central-1')
Registry-Pfad Version Auftragstypen (Bildbereich)
272398656194.dkr.ecr.me-central-1.amazonaws.com/ntm:<tag> 1 Inferenz, Training

Objekterkennung (Algorithmus)

SageMaker Python-SDK-Beispiel zum Abrufen des Registrierungspfads.

from sagemaker import image_uris image_uris.retrieve(framework='object-detection',region='me-central-1')
Registry-Pfad Version Auftragstypen (Bildbereich)
272398656194.dkr.ecr.me-central-1.amazonaws.com/object-detection:<tag> 1 Inferenz, Training

Object2Vec (Algorithmus)

SageMaker Python-SDK-Beispiel zum Abrufen des Registrierungspfads.

from sagemaker import image_uris image_uris.retrieve(framework='object2vec',region='me-central-1')
Registry-Pfad Version Auftragstypen (Bildbereich)
272398656194.dkr.ecr.me-central-1.amazonaws.com/object2vec:<tag> 1 Inferenz, Training

PCA (Algorithmus)

SageMaker Python-SDK-Beispiel zum Abrufen des Registrierungspfads.

from sagemaker import image_uris image_uris.retrieve(framework='pca',region='me-central-1')
Registry-Pfad Version Auftragstypen (Bildbereich)
272398656194.dkr.ecr.me-central-1.amazonaws.com/pca:<tag> 1 Inferenz, Training

PyTorch (DLC)

SageMaker Python-SDK-Beispiel zum Abrufen des Registrierungspfads.

from sagemaker import image_uris image_uris.retrieve(framework='pytorch',region='me-central-1',version='1.8.0',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge')
Registry-Pfad Version Auftragstypen (Bildbereich) Typen von Prozessoren Python Versionen
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 1.12.0 Inferenz CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 1.12.0 Training CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 1.11.0 Inferenz CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 1.11.0 Training CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 1.10.2 Inferenz CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 1.10.2 Training CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 1.10.0 Inferenz CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 1.10.0 Training CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 1.9.1 Inferenz CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 1.9.1 Training CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 1.9.0 Inferenz CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 1.9.0 Training CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 1.8.1 Inferenz CPU, GPU py3, py36
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 1.8.1 Training CPU, GPU py3, py36
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 1.8.0 Inferenz CPU, GPU py3, py36
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 1.8.0 Training CPU, GPU py3, py36
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 1.7.1 Inferenz CPU, GPU py3, py36
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 1.7.1 Training CPU, GPU py3, py36
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 1.6.0 Inferenz CPU, GPU py3, py36
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 1.6.0 Training CPU, GPU py3, py36
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 1.5.0 Inferenz CPU, GPU py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 1.5.0 Training CPU, GPU py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 1.4.0 Inferenz CPU, GPU py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 1.4.0 Training CPU, GPU py2, py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 1.3.1 Inferenz CPU, GPU py2, py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 1.3.1 Training CPU, GPU py2, py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-inference:<tag> 1.2.0 Inferenz CPU, GPU py2, py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/pytorch-training:<tag> 1.2.0 Training CPU, GPU py2, py3

Random Cut Forest (Algorithmus)

SageMaker Python-SDK-Beispiel zum Abrufen des Registrierungspfads.

from sagemaker import image_uris image_uris.retrieve(framework='randomcutforest',region='me-central-1')
Registry-Pfad Version Auftragstypen (Bildbereich)
272398656194.dkr.ecr.me-central-1.amazonaws.com/randomcutforest:<tag> 1 Inferenz, Training

Scikit-learn (Algorithmus)

SageMaker Python-SDK-Beispiel zum Abrufen des Registrierungspfads.

from sagemaker import image_uris image_uris.retrieve(framework='sklearn',region='me-central-1',version='0.23-1',image_scope='inference')
Registry-Pfad Version Paketversion Auftragstypen (Bildbereich)
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.2-1 1.2.1 Inferenz
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1,2-1 1.2.1 Training
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1,0-1 1.0.2 Inferenz
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1,0-1 1.0.2 Training
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1,0-1 1.0.2 inference_graviton
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0,23-1 0,23,2 Inferenz
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0,23-1 0,23,2 Training
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0,20,0 0,20,0 Inferenz
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0,20,0 0,20,0 Training

Semantic Segmentation (Algorithmus)

SageMaker Python-SDK-Beispiel zum Abrufen des Registrierungspfads.

from sagemaker import image_uris image_uris.retrieve(framework='semantic-segmentation',region='me-central-1')
Registry-Pfad Version Auftragstypen (Bildbereich)
272398656194.dkr.ecr.me-central-1.amazonaws.com/semantic-segmentation:<tag> 1 Inferenz, Training

Seq2Seq (Algorithmus)

SageMaker Python-SDK-Beispiel zum Abrufen des Registrierungspfads.

from sagemaker import image_uris image_uris.retrieve(framework='seq2seq',region='me-central-1')
Registry-Pfad Version Auftragstypen (Bildbereich)
272398656194.dkr.ecr.me-central-1.amazonaws.com/seq2seq:<tag> 1 Inferenz, Training

Tensorflow (DLC)

SageMaker Python-SDK-Beispiel zum Abrufen des Registrierungspfads.

from sagemaker import image_uris image_uris.retrieve(framework='tensorflow',region='me-central-1',version='1.12.0',image_scope='inference',instance_type='ml.c5.4xlarge')
Registry-Pfad Version Auftragstypen (Bildbereich) Typen von Prozessoren Python Versionen
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.9.2 Training CPU, GPU py39
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.8.4 Inferenz CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.8.0 Inferenz CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.8.0 Training CPU, GPU py39
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.7.1 Training CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.7.0 Inferenz CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.6.3 Inferenz CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.6.3 Training CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.6.2 Training CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.6.0 Inferenz CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.6.0 Training CPU, GPU py38
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.5.1 Inferenz CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.5.1 Training CPU, GPU py37
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.5.0 Training CPU, GPU py37
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.4.3 Inferenz CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.4.3 Training CPU, GPU py37
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.4.1 Inferenz CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.4.1 Training CPU, GPU py37
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.3.2 Inferenz CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.3.2 Training CPU, GPU py37
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.3.1 Inferenz CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.3.1 Training CPU, GPU py37
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference-eia:<tag> 2.3.0 eia CPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.3.0 Inferenz CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.3.0 Training CPU, GPU py37
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.2.2 Inferenz CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.2.2 Training CPU, GPU py37
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.2.1 Inferenz CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.2.1 Training CPU, GPU py37
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.2.0 Inferenz CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.2.0 Training CPU, GPU py37
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.1.3 Inferenz CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.1.3 Training CPU, GPU py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.1.2 Inferenz CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.1.2 Training CPU, GPU py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.1.1 Inferenz CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.1.1 Training CPU, GPU py2, py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.1.0 Inferenz CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.1.0 Training CPU, GPU py2, py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.0.4 Inferenz CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.0.4 Training CPU, GPU py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.0.3 Inferenz CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.0.3 Training CPU, GPU py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.0.2 Inferenz CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.0.2 Training CPU, GPU py2, py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.0.1 Inferenz CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.0.1 Training CPU, GPU py2, py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference-eia:<tag> 2.0.0 eia CPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 2.0.0 Inferenz CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 2.0.0 Training CPU, GPU py2, py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 1.15,5 Inferenz CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 1,1,5 Training CPU, GPU py3, py36, py37
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 1.15,4 Inferenz CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 1.15,4 Training CPU, GPU py3, py36, py37
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 1.15,3 Inferenz CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 1.15,3 Training CPU, GPU py2, py3, py37
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 1.15.2 Inferenz CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 1.15.2 Training CPU, GPU py2, py3, py37
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference-eia:<tag> 1.15.0 eia CPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 1.15.0 Inferenz CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 1.15.0 Training CPU, GPU py2, py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference-eia:<tag> 1.14.0 eia CPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 1.14.0 Inferenz CPU, GPU -
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 1.14.0 Training CPU, GPU py2, py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-training:<tag> 1.13.1 Training CPU, GPU py3
914824155844.dkr.ecr.me-central-1.amazonaws.com/tensorflow-inference:<tag> 1.13.0 Inferenz CPU, GPU -

XGBoost (Algorithmus)

SageMaker Python-SDK-Beispiel zum Abrufen des Registrierungspfads.

from sagemaker import image_uris image_uris.retrieve(framework='xgboost',region='me-central-1',version='1.5-1')
Registry-Pfad Version Paketversion Auftragstypen (Bildbereich)
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-xgboost:<tag> 1.7-1 1,7.4 Inferenz
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-xgboost:<tag> 1,7-1 1,7.4 Training
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-xgboost:<tag> 1,5-1 1.5.2 Inferenz
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-xgboost:<tag> 1,5-1 1.5.2 Training
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-xgboost:<tag> 1,5-1 1.5.2 inference_graviton
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-xgboost:<tag> 1,3-1 1.3.3 Inferenz
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-xgboost:<tag> 1,3-1 1.3.3 Training
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-xgboost:<tag> 1,3-1 1.3.3 inference_graviton
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-xgboost:<tag> 1,2-2 1.2.0 Inferenz
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-xgboost:<tag> 1,2-2 1.2.0 Training
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-xgboost:<tag> 1,2-1 1.2.0 Inferenz
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-xgboost:<tag> 1,2-1 1.2.0 Training
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-xgboost:<tag> 1,0-1 1.0.0 Inferenz
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-xgboost:<tag> 1,0-1 1.0.0 Training
272398656194.dkr.ecr.me-central-1.amazonaws.com/xgboost:<tag> 1 0,72 Inferenz
272398656194.dkr.ecr.me-central-1.amazonaws.com/xgboost:<tag> 1 0,72 Training
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-xgboost:<tag> 0,90-2 0.90 Inferenz
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-xgboost:<tag> 0,90-2 0.90 Training
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-xgboost:<tag> 0,90-1 0.90 Inferenz
272398656194.dkr.ecr.me-central-1.amazonaws.com/sagemaker-xgboost:<tag> 0,90-1 0.90 Training