Docker Registry Paths and Example Code for Europe (Zurich) (eu-central-2) - Amazon SageMaker ECR Paths

Docker Registry Paths and Example Code for Europe (Zurich) (eu-central-2)

The following topics list parameters for each of the algorithms and deep learning containers in this region provided by Amazon SageMaker.

AutoGluon (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='autogluon',region='eu-central-2',image_scope='inference',version='0.4')
Registry path Version Job types (image scope)
380420809688.dkr.ecr.eu-central-2.amazonaws.com/autogluon-training:<tag> 0.5.2 training
380420809688.dkr.ecr.eu-central-2.amazonaws.com/autogluon-inference:<tag> 0.5.2 inference
380420809688.dkr.ecr.eu-central-2.amazonaws.com/autogluon-training:<tag> 0.4.3 training
380420809688.dkr.ecr.eu-central-2.amazonaws.com/autogluon-inference:<tag> 0.4.3 inference
380420809688.dkr.ecr.eu-central-2.amazonaws.com/autogluon-training:<tag> 0.4.2 training
380420809688.dkr.ecr.eu-central-2.amazonaws.com/autogluon-inference:<tag> 0.4.2 inference
380420809688.dkr.ecr.eu-central-2.amazonaws.com/autogluon-training:<tag> 0.4.0 training
380420809688.dkr.ecr.eu-central-2.amazonaws.com/autogluon-inference:<tag> 0.4.0 inference
380420809688.dkr.ecr.eu-central-2.amazonaws.com/autogluon-training:<tag> 0.3.2 training
380420809688.dkr.ecr.eu-central-2.amazonaws.com/autogluon-inference:<tag> 0.3.2 inference
380420809688.dkr.ecr.eu-central-2.amazonaws.com/autogluon-training:<tag> 0.3.1 training
380420809688.dkr.ecr.eu-central-2.amazonaws.com/autogluon-inference:<tag> 0.3.1 inference

BlazingText (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='blazingtext',region='eu-central-2')
Registry path Version Job types (image scope)
680994064768.dkr.ecr.eu-central-2.amazonaws.com/blazingtext:<tag> 1 inference, training

DeepAR Forecasting (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='forecasting-deepar',region='eu-central-2')
Registry path Version Job types (image scope)
680994064768.dkr.ecr.eu-central-2.amazonaws.com/forecasting-deepar:<tag> 1 inference, training

Factorization Machines (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='factorization-machines',region='eu-central-2')
Registry path Version Job types (image scope)
680994064768.dkr.ecr.eu-central-2.amazonaws.com/factorization-machines:<tag> 1 inference, training

Hugging Face (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='huggingface',region='eu-central-2',version='4.4.2',image_scope='training',base_framework_version='tensorflow2.4.1')
Registry path Version Job types (image scope)
380420809688.dkr.ecr.eu-central-2.amazonaws.com/huggingface-pytorch-inference:<tag> 4.26.0 inference
380420809688.dkr.ecr.eu-central-2.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.26.0 inference
380420809688.dkr.ecr.eu-central-2.amazonaws.com/huggingface-pytorch-training:<tag> 4.17.0 training
380420809688.dkr.ecr.eu-central-2.amazonaws.com/huggingface-tensorflow-training:<tag> 4.17.0 training
380420809688.dkr.ecr.eu-central-2.amazonaws.com/huggingface-pytorch-inference:<tag> 4.17.0 inference
380420809688.dkr.ecr.eu-central-2.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.17.0 inference
380420809688.dkr.ecr.eu-central-2.amazonaws.com/huggingface-pytorch-training:<tag> 4.12.3 training
380420809688.dkr.ecr.eu-central-2.amazonaws.com/huggingface-tensorflow-training:<tag> 4.12.3 training
380420809688.dkr.ecr.eu-central-2.amazonaws.com/huggingface-pytorch-inference:<tag> 4.12.3 inference
380420809688.dkr.ecr.eu-central-2.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.12.3 inference
380420809688.dkr.ecr.eu-central-2.amazonaws.com/huggingface-pytorch-training:<tag> 4.11.0 training
380420809688.dkr.ecr.eu-central-2.amazonaws.com/huggingface-tensorflow-training:<tag> 4.11.0 training
380420809688.dkr.ecr.eu-central-2.amazonaws.com/huggingface-pytorch-inference:<tag> 4.11.0 inference
380420809688.dkr.ecr.eu-central-2.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.11.0 inference
380420809688.dkr.ecr.eu-central-2.amazonaws.com/huggingface-pytorch-training:<tag> 4.10.2 training
380420809688.dkr.ecr.eu-central-2.amazonaws.com/huggingface-pytorch-training:<tag> 4.10.2 training
380420809688.dkr.ecr.eu-central-2.amazonaws.com/huggingface-tensorflow-training:<tag> 4.10.2 training
380420809688.dkr.ecr.eu-central-2.amazonaws.com/huggingface-tensorflow-training:<tag> 4.10.2 training
380420809688.dkr.ecr.eu-central-2.amazonaws.com/huggingface-pytorch-inference:<tag> 4.10.2 inference
380420809688.dkr.ecr.eu-central-2.amazonaws.com/huggingface-pytorch-inference:<tag> 4.10.2 inference
380420809688.dkr.ecr.eu-central-2.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.10.2 inference
380420809688.dkr.ecr.eu-central-2.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.10.2 inference
380420809688.dkr.ecr.eu-central-2.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 training
380420809688.dkr.ecr.eu-central-2.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 training
380420809688.dkr.ecr.eu-central-2.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 training
380420809688.dkr.ecr.eu-central-2.amazonaws.com/huggingface-tensorflow-training:<tag> 4.6.1 training
380420809688.dkr.ecr.eu-central-2.amazonaws.com/huggingface-pytorch-inference:<tag> 4.6.1 inference
380420809688.dkr.ecr.eu-central-2.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.6.1 inference
380420809688.dkr.ecr.eu-central-2.amazonaws.com/huggingface-pytorch-training:<tag> 4.5.0 training
380420809688.dkr.ecr.eu-central-2.amazonaws.com/huggingface-tensorflow-training:<tag> 4.5.0 training
380420809688.dkr.ecr.eu-central-2.amazonaws.com/huggingface-pytorch-training:<tag> 4.4.2 training
380420809688.dkr.ecr.eu-central-2.amazonaws.com/huggingface-tensorflow-training:<tag> 4.4.2 training

IP Insights (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='ipinsights',region='eu-central-2')
Registry path Version Job types (image scope)
680994064768.dkr.ecr.eu-central-2.amazonaws.com/ipinsights:<tag> 1 inference, training

Image classification (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='image-classification',region='eu-central-2')
Registry path Version Job types (image scope)
680994064768.dkr.ecr.eu-central-2.amazonaws.com/image-classification:<tag> 1 inference, training

K-Means (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='kmeans',region='eu-central-2')
Registry path Version Job types (image scope)
680994064768.dkr.ecr.eu-central-2.amazonaws.com/kmeans:<tag> 1 inference, training

KNN (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='knn',region='eu-central-2')
Registry path Version Job types (image scope)
680994064768.dkr.ecr.eu-central-2.amazonaws.com/knn:<tag> 1 inference, training

Linear Learner (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='linear-learner',region='eu-central-2')
Registry path Version Job types (image scope)
680994064768.dkr.ecr.eu-central-2.amazonaws.com/linear-learner:<tag> 1 inference, training

MXNet (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='mxnet',region='eu-central-2',version='1.4.1',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge')
Registry path Version Job types (image scope) Processor types Python versions
380420809688.dkr.ecr.eu-central-2.amazonaws.com/mxnet-training:<tag> 1.9.0 training CPU, GPU py38
380420809688.dkr.ecr.eu-central-2.amazonaws.com/mxnet-inference:<tag> 1.9.0 inference CPU, GPU py38
380420809688.dkr.ecr.eu-central-2.amazonaws.com/mxnet-training:<tag> 1.8.0 training CPU, GPU py37
380420809688.dkr.ecr.eu-central-2.amazonaws.com/mxnet-inference:<tag> 1.8.0 inference CPU, GPU py37
380420809688.dkr.ecr.eu-central-2.amazonaws.com/mxnet-training:<tag> 1.7.0 training CPU, GPU py3
380420809688.dkr.ecr.eu-central-2.amazonaws.com/mxnet-inference:<tag> 1.7.0 inference CPU, GPU py3
380420809688.dkr.ecr.eu-central-2.amazonaws.com/mxnet-inference-eia:<tag> 1.7.0 eia CPU py3
380420809688.dkr.ecr.eu-central-2.amazonaws.com/mxnet-training:<tag> 1.6.0 training CPU, GPU py2, py3
380420809688.dkr.ecr.eu-central-2.amazonaws.com/mxnet-inference:<tag> 1.6.0 inference CPU, GPU py2, py3
380420809688.dkr.ecr.eu-central-2.amazonaws.com/mxnet-inference-eia:<tag> 1.5.1 eia CPU py2, py3
380420809688.dkr.ecr.eu-central-2.amazonaws.com/mxnet-training:<tag> 1.4.1 training CPU, GPU py3
380420809688.dkr.ecr.eu-central-2.amazonaws.com/mxnet-inference:<tag> 1.4.1 inference CPU, GPU py3
380420809688.dkr.ecr.eu-central-2.amazonaws.com/mxnet-inference-eia:<tag> 1.4.1 eia CPU py2, py3

NTM (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='ntm',region='eu-central-2')
Registry path Version Job types (image scope)
680994064768.dkr.ecr.eu-central-2.amazonaws.com/ntm:<tag> 1 inference, training

Object Detection (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='object-detection',region='eu-central-2')
Registry path Version Job types (image scope)
680994064768.dkr.ecr.eu-central-2.amazonaws.com/object-detection:<tag> 1 inference, training

Object2Vec (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='object2vec',region='eu-central-2')
Registry path Version Job types (image scope)
680994064768.dkr.ecr.eu-central-2.amazonaws.com/object2vec:<tag> 1 inference, training

PCA (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='pca',region='eu-central-2')
Registry path Version Job types (image scope)
680994064768.dkr.ecr.eu-central-2.amazonaws.com/pca:<tag> 1 inference, training

PyTorch (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='pytorch',region='eu-central-2',version='1.8.0',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge')
Registry path Version Job types (image scope) Processor types Python versions
380420809688.dkr.ecr.eu-central-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.0.0 inference_graviton CPU py310
380420809688.dkr.ecr.eu-central-2.amazonaws.com/pytorch-inference:<tag> 1.12.1 inference CPU, GPU py38
380420809688.dkr.ecr.eu-central-2.amazonaws.com/pytorch-inference-graviton:<tag> 1.12.1 inference_graviton CPU py38
380420809688.dkr.ecr.eu-central-2.amazonaws.com/pytorch-training:<tag> 1.12.1 training CPU, GPU py38
380420809688.dkr.ecr.eu-central-2.amazonaws.com/pytorch-inference:<tag> 1.12.0 inference CPU, GPU py38
380420809688.dkr.ecr.eu-central-2.amazonaws.com/pytorch-training:<tag> 1.12.0 training CPU, GPU py38
380420809688.dkr.ecr.eu-central-2.amazonaws.com/pytorch-inference:<tag> 1.11.0 inference CPU, GPU py38
380420809688.dkr.ecr.eu-central-2.amazonaws.com/pytorch-training:<tag> 1.11.0 training CPU, GPU py38
380420809688.dkr.ecr.eu-central-2.amazonaws.com/pytorch-inference:<tag> 1.10.2 inference CPU, GPU py38
380420809688.dkr.ecr.eu-central-2.amazonaws.com/pytorch-training:<tag> 1.10.2 training CPU, GPU py38
380420809688.dkr.ecr.eu-central-2.amazonaws.com/pytorch-inference:<tag> 1.10.0 inference CPU, GPU py38
380420809688.dkr.ecr.eu-central-2.amazonaws.com/pytorch-training:<tag> 1.10.0 training CPU, GPU py38
380420809688.dkr.ecr.eu-central-2.amazonaws.com/pytorch-inference:<tag> 1.9.1 inference CPU, GPU py38
380420809688.dkr.ecr.eu-central-2.amazonaws.com/pytorch-training:<tag> 1.9.1 training CPU, GPU py38
380420809688.dkr.ecr.eu-central-2.amazonaws.com/pytorch-inference:<tag> 1.9.0 inference CPU, GPU py38
380420809688.dkr.ecr.eu-central-2.amazonaws.com/pytorch-training:<tag> 1.9.0 training CPU, GPU py38
380420809688.dkr.ecr.eu-central-2.amazonaws.com/pytorch-inference:<tag> 1.8.1 inference CPU, GPU py3, py36
380420809688.dkr.ecr.eu-central-2.amazonaws.com/pytorch-training:<tag> 1.8.1 training CPU, GPU py3, py36
380420809688.dkr.ecr.eu-central-2.amazonaws.com/pytorch-inference:<tag> 1.8.0 inference CPU, GPU py3, py36
380420809688.dkr.ecr.eu-central-2.amazonaws.com/pytorch-training:<tag> 1.8.0 training CPU, GPU py3, py36
380420809688.dkr.ecr.eu-central-2.amazonaws.com/pytorch-inference:<tag> 1.7.1 inference CPU, GPU py3, py36
380420809688.dkr.ecr.eu-central-2.amazonaws.com/pytorch-training:<tag> 1.7.1 training CPU, GPU py3, py36
380420809688.dkr.ecr.eu-central-2.amazonaws.com/pytorch-inference:<tag> 1.6.0 inference CPU, GPU py3, py36
380420809688.dkr.ecr.eu-central-2.amazonaws.com/pytorch-training:<tag> 1.6.0 training CPU, GPU py3, py36
380420809688.dkr.ecr.eu-central-2.amazonaws.com/pytorch-inference-eia:<tag> 1.5.1 eia CPU py3
380420809688.dkr.ecr.eu-central-2.amazonaws.com/pytorch-inference:<tag> 1.5.0 inference CPU, GPU py3
380420809688.dkr.ecr.eu-central-2.amazonaws.com/pytorch-training:<tag> 1.5.0 training CPU, GPU py3
380420809688.dkr.ecr.eu-central-2.amazonaws.com/pytorch-inference:<tag> 1.4.0 inference CPU, GPU py3
380420809688.dkr.ecr.eu-central-2.amazonaws.com/pytorch-training:<tag> 1.4.0 training CPU, GPU py2, py3
380420809688.dkr.ecr.eu-central-2.amazonaws.com/pytorch-inference-eia:<tag> 1.3.1 eia CPU py3
380420809688.dkr.ecr.eu-central-2.amazonaws.com/pytorch-inference:<tag> 1.3.1 inference CPU, GPU py2, py3
380420809688.dkr.ecr.eu-central-2.amazonaws.com/pytorch-training:<tag> 1.3.1 training CPU, GPU py2, py3
380420809688.dkr.ecr.eu-central-2.amazonaws.com/pytorch-inference:<tag> 1.2.0 inference CPU, GPU py2, py3
380420809688.dkr.ecr.eu-central-2.amazonaws.com/pytorch-training:<tag> 1.2.0 training CPU, GPU py2, py3

PyTorch Neuron (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='pytorch-neuron',region='us-west-2', image_scope='inference')
Registry path Version Job types (image scope) Processor types Python versions
380420809688.dkr.ecr.eu-central-2.amazonaws.com/pytorch-training-neuron:<tag> 1.11.0 training TRN py38

PyTorch Training Compiler (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='pytorch-training-compiler',region='us-west-2', version='py38')
Registry path Version Job types (image scope) Processor types Python versions
380420809688.dkr.ecr.eu-central-2.amazonaws.com/pytorch-trcomp-training:<tag> 1.12.0 training GPU py38

Random Cut Forest (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='randomcutforest',region='eu-central-2')
Registry path Version Job types (image scope)
680994064768.dkr.ecr.eu-central-2.amazonaws.com/randomcutforest:<tag> 1 inference, training

Scikit-learn (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='sklearn',region='eu-central-2',version='0.23-1',image_scope='inference')
Registry path Version Package version Job types (image scope)
680994064768.dkr.ecr.eu-central-2.amazonaws.com/sagemaker-scikit-learn:<tag> 1.2-1 1.2.1 inference
680994064768.dkr.ecr.eu-central-2.amazonaws.com/sagemaker-scikit-learn:<tag> 1.2-1 1.2.1 training
680994064768.dkr.ecr.eu-central-2.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 inference
680994064768.dkr.ecr.eu-central-2.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 training
680994064768.dkr.ecr.eu-central-2.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 inference_graviton
680994064768.dkr.ecr.eu-central-2.amazonaws.com/sagemaker-scikit-learn:<tag> 0.23-1 0.23.2 inference
680994064768.dkr.ecr.eu-central-2.amazonaws.com/sagemaker-scikit-learn:<tag> 0.23-1 0.23.2 training
680994064768.dkr.ecr.eu-central-2.amazonaws.com/sagemaker-scikit-learn:<tag> 0.20.0 0.20.0 inference
680994064768.dkr.ecr.eu-central-2.amazonaws.com/sagemaker-scikit-learn:<tag> 0.20.0 0.20.0 training

Semantic Segmentation (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='semantic-segmentation',region='eu-central-2')
Registry path Version Job types (image scope)
680994064768.dkr.ecr.eu-central-2.amazonaws.com/semantic-segmentation:<tag> 1 inference, training

Seq2Seq (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='seq2seq',region='eu-central-2')
Registry path Version Job types (image scope)
680994064768.dkr.ecr.eu-central-2.amazonaws.com/seq2seq:<tag> 1 inference, training

Tensorflow (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='tensorflow',region='eu-central-2',version='1.12.0',image_scope='inference',instance_type='ml.c5.4xlarge')
Registry path Version Job types (image scope) Processor types Python versions
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 2.12.1 inference CPU, GPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 2.11.1 inference CPU, GPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 2.11.0 inference CPU, GPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 2.10.1 inference CPU, GPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-training:<tag> 2.10.1 training CPU, GPU py39
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 2.10.0 inference CPU, GPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 2.9.3 inference CPU, GPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 2.9.2 inference CPU, GPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-training:<tag> 2.9.2 training CPU, GPU py39
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference-graviton:<tag> 2.9.1 inference_graviton CPU py38
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 2.8.4 inference CPU, GPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 2.8.0 inference CPU, GPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-training:<tag> 2.8.0 training CPU, GPU py39
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-training:<tag> 2.7.1 training CPU, GPU py38
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 2.7.0 inference CPU, GPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 2.6.3 inference CPU, GPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-training:<tag> 2.6.3 training CPU, GPU py38
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-training:<tag> 2.6.2 training CPU, GPU py38
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 2.6.0 inference CPU, GPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-training:<tag> 2.6.0 training CPU, GPU py38
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 2.5.1 inference CPU, GPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-training:<tag> 2.5.1 training CPU, GPU py37
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-training:<tag> 2.5.0 training CPU, GPU py37
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 2.4.3 inference CPU, GPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-training:<tag> 2.4.3 training CPU, GPU py37
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 2.4.1 inference CPU, GPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-training:<tag> 2.4.1 training CPU, GPU py37
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 2.3.2 inference CPU, GPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-training:<tag> 2.3.2 training CPU, GPU py37
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 2.3.1 inference CPU, GPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-training:<tag> 2.3.1 training CPU, GPU py37
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference-eia:<tag> 2.3.0 eia CPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 2.3.0 inference CPU, GPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-training:<tag> 2.3.0 training CPU, GPU py37
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 2.2.2 inference CPU, GPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-training:<tag> 2.2.2 training CPU, GPU py37
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 2.2.1 inference CPU, GPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-training:<tag> 2.2.1 training CPU, GPU py37
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 2.2.0 inference CPU, GPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-training:<tag> 2.2.0 training CPU, GPU py37
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 2.1.3 inference CPU, GPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-training:<tag> 2.1.3 training CPU, GPU py3
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 2.1.2 inference CPU, GPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-training:<tag> 2.1.2 training CPU, GPU py3
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 2.1.1 inference CPU, GPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-training:<tag> 2.1.1 training CPU, GPU py2, py3
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 2.1.0 inference CPU, GPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-training:<tag> 2.1.0 training CPU, GPU py2, py3
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 2.0.4 inference CPU, GPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-training:<tag> 2.0.4 training CPU, GPU py3
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 2.0.3 inference CPU, GPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-training:<tag> 2.0.3 training CPU, GPU py3
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 2.0.2 inference CPU, GPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-training:<tag> 2.0.2 training CPU, GPU py2, py3
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 2.0.1 inference CPU, GPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-training:<tag> 2.0.1 training CPU, GPU py2, py3
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference-eia:<tag> 2.0.0 eia CPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 2.0.0 inference CPU, GPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-training:<tag> 2.0.0 training CPU, GPU py2, py3
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 1.15.5 inference CPU, GPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-training:<tag> 1.15.5 training CPU, GPU py3, py36, py37
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 1.15.4 inference CPU, GPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-training:<tag> 1.15.4 training CPU, GPU py3, py36, py37
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 1.15.3 inference CPU, GPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-training:<tag> 1.15.3 training CPU, GPU py2, py3, py37
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 1.15.2 inference CPU, GPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-training:<tag> 1.15.2 training CPU, GPU py2, py3, py37
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference-eia:<tag> 1.15.0 eia CPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 1.15.0 inference CPU, GPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-training:<tag> 1.15.0 training CPU, GPU py2, py3
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference-eia:<tag> 1.14.0 eia CPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 1.14.0 inference CPU, GPU -
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-training:<tag> 1.14.0 training CPU, GPU py2, py3
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-training:<tag> 1.13.1 training CPU, GPU py3
380420809688.dkr.ecr.eu-central-2.amazonaws.com/tensorflow-inference:<tag> 1.13.0 inference CPU, GPU -

XGBoost (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='xgboost',region='eu-central-2',version='1.5-1')
Registry path Version Package version Job types (image scope)
680994064768.dkr.ecr.eu-central-2.amazonaws.com/sagemaker-xgboost:<tag> 1.7-1 1.7.4 inference
680994064768.dkr.ecr.eu-central-2.amazonaws.com/sagemaker-xgboost:<tag> 1.7-1 1.7.4 training
680994064768.dkr.ecr.eu-central-2.amazonaws.com/sagemaker-xgboost:<tag> 1.5-1 1.5.2 inference
680994064768.dkr.ecr.eu-central-2.amazonaws.com/sagemaker-xgboost:<tag> 1.5-1 1.5.2 training
680994064768.dkr.ecr.eu-central-2.amazonaws.com/sagemaker-xgboost:<tag> 1.5-1 1.5.2 inference_graviton
680994064768.dkr.ecr.eu-central-2.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 inference
680994064768.dkr.ecr.eu-central-2.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 training
680994064768.dkr.ecr.eu-central-2.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 inference_graviton
680994064768.dkr.ecr.eu-central-2.amazonaws.com/sagemaker-xgboost:<tag> 1.2-2 1.2.0 inference
680994064768.dkr.ecr.eu-central-2.amazonaws.com/sagemaker-xgboost:<tag> 1.2-2 1.2.0 training
680994064768.dkr.ecr.eu-central-2.amazonaws.com/sagemaker-xgboost:<tag> 1.2-1 1.2.0 inference
680994064768.dkr.ecr.eu-central-2.amazonaws.com/sagemaker-xgboost:<tag> 1.2-1 1.2.0 training
680994064768.dkr.ecr.eu-central-2.amazonaws.com/sagemaker-xgboost:<tag> 1.0-1 1.0.0 inference
680994064768.dkr.ecr.eu-central-2.amazonaws.com/sagemaker-xgboost:<tag> 1.0-1 1.0.0 training
680994064768.dkr.ecr.eu-central-2.amazonaws.com/xgboost:<tag> 1 0.72 inference
680994064768.dkr.ecr.eu-central-2.amazonaws.com/xgboost:<tag> 1 0.72 training
680994064768.dkr.ecr.eu-central-2.amazonaws.com/sagemaker-xgboost:<tag> 0.90-2 0.90 inference
680994064768.dkr.ecr.eu-central-2.amazonaws.com/sagemaker-xgboost:<tag> 0.90-2 0.90 training
680994064768.dkr.ecr.eu-central-2.amazonaws.com/sagemaker-xgboost:<tag> 0.90-1 0.90 inference
680994064768.dkr.ecr.eu-central-2.amazonaws.com/sagemaker-xgboost:<tag> 0.90-1 0.90 training