Docker Registry Paths and Example Code for AWS GovCloud (US-West) (us-gov-west-1) - Amazon SageMaker ECR Paths

Docker Registry Paths and Example Code for AWS GovCloud (US-West) (us-gov-west-1)

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='us-gov-west-1',image_scope='inference',version='0.4')
Registry path Version Job types (image scope)
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/autogluon-training:<tag> 0.7.0 training
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/autogluon-inference:<tag> 0.7.0 inference
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/autogluon-training:<tag> 0.6.2 training
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/autogluon-inference:<tag> 0.6.2 inference
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/autogluon-training:<tag> 0.6.1 training
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/autogluon-inference:<tag> 0.6.1 inference
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/autogluon-training:<tag> 0.5.2 training
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/autogluon-inference:<tag> 0.5.2 inference
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/autogluon-training:<tag> 0.4.3 training
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/autogluon-inference:<tag> 0.4.3 inference
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/autogluon-training:<tag> 0.4.2 training
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/autogluon-inference:<tag> 0.4.2 inference
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/autogluon-training:<tag> 0.4.0 training
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/autogluon-inference:<tag> 0.4.0 inference
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/autogluon-training:<tag> 0.3.2 training
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/autogluon-inference:<tag> 0.3.2 inference
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/autogluon-training:<tag> 0.3.1 training
442386744353.dkr.ecr.us-gov-west-1.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='us-gov-west-1')
Registry path Version Job types (image scope)
226302683700.dkr.ecr.us-gov-west-1.amazonaws.com/blazingtext:<tag> 1 inference, training

Chainer (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='chainer',region='us-gov-west-1',version='5.0.0',py_version='py3',image_scope='inference',instance_type='ml.c5.4xlarge')
Registry path Version Job types (image scope) Processor types Python versions
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-chainer:<tag> 5.0.0 inference, training CPU, GPU py2, py3
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-chainer:<tag> 4.1.0 inference, training CPU, GPU py2, py3
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-chainer:<tag> 4.0.0 inference, training CPU, GPU py2, py3

Clarify (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='clarify',region='us-gov-west-1',version='1.0',image_scope='processing')
Registry path Version Job types (image scope)
598674086554.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-clarify-processing:<tag> 1.0 processing

Debugger (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='debugger',region='us-gov-west-1')
Registry path Version Job types (image scope)
515509971035.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-debugger-rules:<tag> latest debugger

DeepAR Forecasting (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='forecasting-deepar',region='us-gov-west-1')
Registry path Version Job types (image scope)
226302683700.dkr.ecr.us-gov-west-1.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='us-gov-west-1')
Registry path Version Job types (image scope)
226302683700.dkr.ecr.us-gov-west-1.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='us-gov-west-1',version='4.4.2',image_scope='training',base_framework_version='tensorflow2.4.1')
Registry path Version Job types (image scope)
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.26.0 training
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.26.0 inference
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.26.0 inference
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.17.0 training
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.17.0 training
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.17.0 inference
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.17.0 inference
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.12.3 training
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.12.3 training
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.12.3 inference
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.12.3 inference
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.11.0 training
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.11.0 training
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.11.0 inference
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.11.0 inference
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.10.2 training
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.10.2 training
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.10.2 training
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.10.2 training
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.10.2 inference
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.10.2 inference
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.10.2 inference
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.10.2 inference
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 training
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 training
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 training
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.6.1 training
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.6.1 inference
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.6.1 inference
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.5.0 training
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.5.0 training
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.4.2 training
442386744353.dkr.ecr.us-gov-west-1.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='us-gov-west-1')
Registry path Version Job types (image scope)
226302683700.dkr.ecr.us-gov-west-1.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='us-gov-west-1')
Registry path Version Job types (image scope)
226302683700.dkr.ecr.us-gov-west-1.amazonaws.com/image-classification:<tag> 1 inference, training

Inferentia MXNet (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='inferentia-mxnet',region='us-gov-west-1',version='1.5.1',instance_type='ml.inf1.6xlarge')
Registry path Version Job types (image scope) Processor types Python versions
263933020539.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-neo-mxnet:<tag> 1.8 inference inf py3
263933020539.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-neo-mxnet:<tag> 1.5.1 inference inf py3

Inferentia PyTorch (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='inferentia-pytorch',region='us-gov-west-1',version='1.9',py_version='py3')
Registry path Version Job types (image scope) Processor types Python versions
263933020539.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-neo-pytorch:<tag> 1.9 inference inf py3
263933020539.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-neo-pytorch:<tag> 1.8 inference inf py3
263933020539.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-neo-pytorch:<tag> 1.7 inference inf py3

K-Means (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='kmeans',region='us-gov-west-1')
Registry path Version Job types (image scope)
226302683700.dkr.ecr.us-gov-west-1.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='us-gov-west-1')
Registry path Version Job types (image scope)
226302683700.dkr.ecr.us-gov-west-1.amazonaws.com/knn:<tag> 1 inference, training

LDA (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='lda',region='us-gov-west-1')
Registry path Version Job types (image scope)
226302683700.dkr.ecr.us-gov-west-1.amazonaws.com/lda:<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='us-gov-west-1')
Registry path Version Job types (image scope)
226302683700.dkr.ecr.us-gov-west-1.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='us-gov-west-1',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
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/mxnet-training:<tag> 1.9.0 training CPU, GPU py38
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/mxnet-inference:<tag> 1.9.0 inference CPU, GPU py38
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/mxnet-training:<tag> 1.8.0 training CPU, GPU py37
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/mxnet-inference:<tag> 1.8.0 inference CPU, GPU py37
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/mxnet-training:<tag> 1.7.0 training CPU, GPU py3
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/mxnet-inference:<tag> 1.7.0 inference CPU, GPU py3
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/mxnet-inference-eia:<tag> 1.7.0 eia CPU py3
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/mxnet-training:<tag> 1.6.0 training CPU, GPU py2, py3
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/mxnet-inference:<tag> 1.6.0 inference CPU, GPU py2, py3
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/mxnet-inference-eia:<tag> 1.5.1 eia CPU py2, py3
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-mxnet:<tag> 1.4.1 training CPU, GPU py2
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/mxnet-training:<tag> 1.4.1 training CPU, GPU py3
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-mxnet-serving:<tag> 1.4.1 inference CPU, GPU py2
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/mxnet-inference:<tag> 1.4.1 inference CPU, GPU py3
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/mxnet-inference-eia:<tag> 1.4.1 eia CPU py2, py3
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-mxnet:<tag> 1.4.0 training CPU, GPU py2, py3
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-mxnet-serving:<tag> 1.4.0 inference CPU, GPU py2, py3
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-mxnet-serving-eia:<tag> 1.4.0 eia CPU py2, py3
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-mxnet:<tag> 1.3.0 training CPU, GPU py2, py3
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-mxnet:<tag> 1.3.0 inference CPU, GPU py2, py3
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-mxnet-eia:<tag> 1.3.0 eia CPU py2, py3
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-mxnet:<tag> 1.2.1 training CPU, GPU py2, py3
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-mxnet:<tag> 1.2.1 inference CPU, GPU py2, py3
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-mxnet:<tag> 1.1.0 training CPU, GPU py2, py3
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-mxnet:<tag> 1.1.0 inference CPU, GPU py2, py3
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-mxnet:<tag> 1.0.0 training CPU, GPU py2, py3
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-mxnet:<tag> 1.0.0 inference CPU, GPU py2, py3
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-mxnet:<tag> 0.12.1 training CPU, GPU py2, py3
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-mxnet:<tag> 0.12.1 inference CPU, GPU py2, py3

MXNet Coach (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='coach-mxnet',region='us-gov-west-1',version='0.11',py_version='py3',image_scope='training',instance_type='ml.c5.4xlarge')
Registry path Version Job types (image scope) Processor types Python versions
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-rl-mxnet:coach0.11.0-<tag> 0.11.0 training CPU, GPU py3
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-rl-mxnet:coach0.11-<tag> 0.11 training CPU, GPU py3

NTM (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='ntm',region='us-gov-west-1')
Registry path Version Job types (image scope)
226302683700.dkr.ecr.us-gov-west-1.amazonaws.com/ntm:<tag> 1 inference, training

Neo Image Classification (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='image-classification-neo',region='us-gov-west-1')
Registry path Version Job types (image scope)
263933020539.dkr.ecr.us-gov-west-1.amazonaws.com/image-classification-neo:<tag> latest inference

Neo MXNet (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='neo-mxnet',region='us-gov-west-1',version='1.8',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge')
Registry path Version Job types (image scope) Processor types Python versions
263933020539.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-inference-mxnet:<tag> 1.8 inference CPU, GPU py3

Neo PyTorch (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='neo-pytorch',region='us-gov-west-1',version='1.6',image_scope='inference',instance_type='ml.c5.4xlarge')
Registry path Version Job types (image scope) Processor types Python versions
263933020539.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.13 inference CPU, GPU py3
263933020539.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.12 inference CPU, GPU py3
263933020539.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.8 inference CPU, GPU py3
263933020539.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.7 inference CPU, GPU py3
263933020539.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.6 inference CPU, GPU py3
263933020539.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.5 inference CPU, GPU py3
263933020539.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.4 inference CPU, GPU py3

Neo Tensorflow (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='neo-tensorflow',region='us-gov-west-1',version='1.15.3',py_version='py3',instance_type='ml.c5.4xlarge')
Registry path Version Job types (image scope) Processor types Python versions
263933020539.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-inference-tensorflow:<tag> 2.9.2 inference CPU, GPU py3
263933020539.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-inference-tensorflow:<tag> 1.15.3 inference CPU, GPU py3

Neo XGBoost (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='xgboost-neo',region='us-gov-west-1')
Registry path Version Job types (image scope)
263933020539.dkr.ecr.us-gov-west-1.amazonaws.com/xgboost-neo:<tag> latest inference

Object Detection (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='object-detection',region='us-gov-west-1')
Registry path Version Job types (image scope)
226302683700.dkr.ecr.us-gov-west-1.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='us-gov-west-1')
Registry path Version Job types (image scope)
226302683700.dkr.ecr.us-gov-west-1.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='us-gov-west-1')
Registry path Version Job types (image scope)
226302683700.dkr.ecr.us-gov-west-1.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='us-gov-west-1',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
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/pytorch-inference:<tag> 2.0.0 inference CPU, GPU py310
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/pytorch-training:<tag> 2.0.0 training CPU, GPU py310
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/pytorch-inference:<tag> 1.13.1 inference CPU, GPU py39
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/pytorch-training:<tag> 1.13.1 training CPU, GPU py39
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/pytorch-inference:<tag> 1.12.1 inference CPU, GPU py38
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/pytorch-inference-graviton:<tag> 1.12.1 inference_graviton CPU py38
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/pytorch-training:<tag> 1.12.1 training CPU, GPU py38
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/pytorch-inference:<tag> 1.12.0 inference CPU, GPU py38
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/pytorch-training:<tag> 1.12.0 training CPU, GPU py38
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/pytorch-inference:<tag> 1.11.0 inference CPU, GPU py38
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/pytorch-training:<tag> 1.11.0 training CPU, GPU py38
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/pytorch-inference:<tag> 1.10.2 inference CPU, GPU py38
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/pytorch-training:<tag> 1.10.2 training CPU, GPU py38
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/pytorch-inference:<tag> 1.10.0 inference CPU, GPU py38
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/pytorch-training:<tag> 1.10.0 training CPU, GPU py38
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/pytorch-inference:<tag> 1.9.1 inference CPU, GPU py38
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/pytorch-training:<tag> 1.9.1 training CPU, GPU py38
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/pytorch-inference:<tag> 1.9.0 inference CPU, GPU py38
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/pytorch-training:<tag> 1.9.0 training CPU, GPU py38
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/pytorch-inference:<tag> 1.8.1 inference CPU, GPU py3, py36
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/pytorch-training:<tag> 1.8.1 training CPU, GPU py3, py36
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/pytorch-inference:<tag> 1.8.0 inference CPU, GPU py3, py36
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/pytorch-training:<tag> 1.8.0 training CPU, GPU py3, py36
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/pytorch-inference:<tag> 1.7.1 inference CPU, GPU py3, py36
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/pytorch-training:<tag> 1.7.1 training CPU, GPU py3, py36
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/pytorch-inference:<tag> 1.6.0 inference CPU, GPU py3, py36
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/pytorch-training:<tag> 1.6.0 training CPU, GPU py3, py36
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/pytorch-inference:<tag> 1.5.0 inference CPU, GPU py3
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/pytorch-training:<tag> 1.5.0 training CPU, GPU py3
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/pytorch-inference:<tag> 1.4.0 inference CPU, GPU py3
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/pytorch-training:<tag> 1.4.0 training CPU, GPU py2, py3
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/pytorch-inference:<tag> 1.3.1 inference CPU, GPU py2, py3
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/pytorch-training:<tag> 1.3.1 training CPU, GPU py2, py3
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/pytorch-inference:<tag> 1.2.0 inference CPU, GPU py2, py3
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/pytorch-training:<tag> 1.2.0 training CPU, GPU py2, py3
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-pytorch:<tag> 1.1.0 inference CPU, GPU py2, py3
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-pytorch:<tag> 1.1.0 training CPU, GPU py2, py3
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-pytorch:<tag> 1.0.0 inference CPU, GPU py2, py3
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-pytorch:<tag> 1.0.0 training CPU, GPU py2, py3
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-pytorch:<tag> 0.4.0 inference CPU, GPU py2, py3
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-pytorch:<tag> 0.4.0 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
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/pytorch-training-neuron:<tag> 1.11.0 training TRN py38

Random Cut Forest (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='randomcutforest',region='us-gov-west-1')
Registry path Version Job types (image scope)
226302683700.dkr.ecr.us-gov-west-1.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='us-gov-west-1',version='0.23-1',image_scope='inference')
Registry path Version Package version Job types (image scope)
414596584902.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.2-1 1.2.1 inference
414596584902.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.2-1 1.2.1 training
414596584902.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 inference
414596584902.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 training
414596584902.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 inference_graviton
414596584902.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0.23-1 0.23.2 inference
414596584902.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0.23-1 0.23.2 training
414596584902.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0.20.0 0.20.0 inference
414596584902.dkr.ecr.us-gov-west-1.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='us-gov-west-1')
Registry path Version Job types (image scope)
226302683700.dkr.ecr.us-gov-west-1.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='us-gov-west-1')
Registry path Version Job types (image scope)
226302683700.dkr.ecr.us-gov-west-1.amazonaws.com/seq2seq:<tag> 1 inference, training

Spark (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='spark',region='us-gov-west-1',version='3.0',image_scope='processing')
Registry path Version Job types (image scope)
271483468897.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.2 processing
271483468897.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.1 processing
271483468897.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.0 processing
271483468897.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-spark-processing:<tag> 2.4 processing

SparkML Serving (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='sparkml-serving',region='us-gov-west-1',version='2.4')
Registry path Version Job types (image scope)
414596584902.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-sparkml-serving:<tag> 3.3 inference
414596584902.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-sparkml-serving:<tag> 2.4 inference
414596584902.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-sparkml-serving:<tag> 2.2 inference

Tensorflow (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='tensorflow',region='us-gov-west-1',version='1.12.0',image_scope='inference',instance_type='ml.c5.4xlarge')
Registry path Version Job types (image scope) Processor types Python versions
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 2.12.1 inference CPU, GPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 2.11.1 inference CPU, GPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 2.11.0 inference CPU, GPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-training:<tag> 2.11.0 training CPU, GPU py39
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 2.10.1 inference CPU, GPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-training:<tag> 2.10.1 training CPU, GPU py39
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 2.10.0 inference CPU, GPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 2.9.3 inference CPU, GPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 2.9.2 inference CPU, GPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-training:<tag> 2.9.2 training CPU, GPU py39
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference-graviton:<tag> 2.9.1 inference_graviton CPU py38
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 2.8.4 inference CPU, GPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 2.8.0 inference CPU, GPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-training:<tag> 2.8.0 training CPU, GPU py39
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-training:<tag> 2.7.1 training CPU, GPU py38
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 2.7.0 inference CPU, GPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 2.6.3 inference CPU, GPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-training:<tag> 2.6.3 training CPU, GPU py38
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-training:<tag> 2.6.2 training CPU, GPU py38
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 2.6.0 inference CPU, GPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-training:<tag> 2.6.0 training CPU, GPU py38
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 2.5.1 inference CPU, GPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-training:<tag> 2.5.1 training CPU, GPU py37
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-training:<tag> 2.5.0 training CPU, GPU py37
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 2.4.3 inference CPU, GPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-training:<tag> 2.4.3 training CPU, GPU py37
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 2.4.1 inference CPU, GPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-training:<tag> 2.4.1 training CPU, GPU py37
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 2.3.2 inference CPU, GPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-training:<tag> 2.3.2 training CPU, GPU py37
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 2.3.1 inference CPU, GPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-training:<tag> 2.3.1 training CPU, GPU py37
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference-eia:<tag> 2.3.0 eia CPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 2.3.0 inference CPU, GPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-training:<tag> 2.3.0 training CPU, GPU py37
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 2.2.2 inference CPU, GPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-training:<tag> 2.2.2 training CPU, GPU py37
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 2.2.1 inference CPU, GPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-training:<tag> 2.2.1 training CPU, GPU py37
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 2.2.0 inference CPU, GPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-training:<tag> 2.2.0 training CPU, GPU py37
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 2.1.3 inference CPU, GPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-training:<tag> 2.1.3 training CPU, GPU py3
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 2.1.2 inference CPU, GPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-training:<tag> 2.1.2 training CPU, GPU py3
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 2.1.1 inference CPU, GPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-training:<tag> 2.1.1 training CPU, GPU py2, py3
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 2.1.0 inference CPU, GPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-training:<tag> 2.1.0 training CPU, GPU py2, py3
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 2.0.4 inference CPU, GPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-training:<tag> 2.0.4 training CPU, GPU py3
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 2.0.3 inference CPU, GPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-training:<tag> 2.0.3 training CPU, GPU py3
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 2.0.2 inference CPU, GPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-training:<tag> 2.0.2 training CPU, GPU py2, py3
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 2.0.1 inference CPU, GPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-training:<tag> 2.0.1 training CPU, GPU py2, py3
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference-eia:<tag> 2.0.0 eia CPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 2.0.0 inference CPU, GPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-training:<tag> 2.0.0 training CPU, GPU py2, py3
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 1.15.5 inference CPU, GPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-training:<tag> 1.15.5 training CPU, GPU py3, py36, py37
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 1.15.4 inference CPU, GPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-training:<tag> 1.15.4 training CPU, GPU py3, py36, py37
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 1.15.3 inference CPU, GPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-training:<tag> 1.15.3 training CPU, GPU py2, py3, py37
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 1.15.2 inference CPU, GPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-training:<tag> 1.15.2 training CPU, GPU py2, py3, py37
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference-eia:<tag> 1.15.0 eia CPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 1.15.0 inference CPU, GPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-training:<tag> 1.15.0 training CPU, GPU py2, py3
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference-eia:<tag> 1.14.0 eia CPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 1.14.0 inference CPU, GPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-training:<tag> 1.14.0 training CPU, GPU py2, py3
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-tensorflow-scriptmode:<tag> 1.13.1 training CPU, GPU py2
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-training:<tag> 1.13.1 training CPU, GPU py3
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-tensorflow-serving-eia:<tag> 1.13.0 eia CPU -
442386744353.dkr.ecr.us-gov-west-1.amazonaws.com/tensorflow-inference:<tag> 1.13.0 inference CPU, GPU -
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-tensorflow-serving-eia:<tag> 1.12.0 eia CPU -
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-tensorflow-serving:<tag> 1.12.0 inference CPU, GPU -
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-tensorflow-scriptmode:<tag> 1.12.0 training CPU, GPU py2, py3
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-tensorflow-serving-eia:<tag> 1.11.0 eia CPU -
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-tensorflow-serving:<tag> 1.11.0 inference CPU, GPU -
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-tensorflow-scriptmode:<tag> 1.11.0 training CPU, GPU py2, py3
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-tensorflow-eia:<tag> 1.10.0 eia CPU py2
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.10.0 inference CPU, GPU py2
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.10.0 training CPU, GPU py2
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.9.0 inference CPU, GPU py2
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.9.0 training CPU, GPU py2
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.8.0 inference CPU, GPU py2
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.8.0 training CPU, GPU py2
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.7.0 inference CPU, GPU py2
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.7.0 training CPU, GPU py2
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.6.0 inference CPU, GPU py2
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.6.0 training CPU, GPU py2
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.5.0 inference CPU, GPU py2
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.5.0 training CPU, GPU py2
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.4.1 inference CPU, GPU py2
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.4.1 training CPU, GPU py2

Tensorflow Coach (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='coach-tensorflow',region='us-gov-west-1',version='1.0.0',image_scope='training',instance_type='ml.c5.4xlarge')
Registry path Version Job types (image scope) Processor types Python versions
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.11.1-<tag> 0.11.1 training CPU, GPU py3
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.11.0-<tag> 0.11.0 training CPU, GPU py3
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.11-<tag> 0.11 training CPU, GPU py3
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.10.1-<tag> 0.10.1 training CPU, GPU py3
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.10-<tag> 0.10 training CPU, GPU py3

Tensorflow Inferentia (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='inferentia-tensorflow',region='us-gov-west-1',version='1.15.0',instance_type='ml.inf1.6xlarge')
Registry path Version Job types (image scope) Processor types Python versions
263933020539.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-neo-tensorflow:<tag> 2.5.2 inference inf py3
263933020539.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-neo-tensorflow:<tag> 1.15.0 inference inf py3

Tensorflow Ray (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='ray-tensorflow',region='us-gov-west-1',version='0.8.5',instance_type='ml.c5.4xlarge')
Registry path Version Job types (image scope) Processor types Python versions
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.6.5-<tag> 0.6.5 training CPU, GPU py3
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.6-<tag> 0.6 training CPU, GPU py3
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.5.3-<tag> 0.5.3 training CPU, GPU py3
246785580436.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.5-<tag> 0.5 training CPU, GPU py3

XGBoost (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='xgboost',region='us-gov-west-1',version='1.5-1')
Registry path Version Package version Job types (image scope)
414596584902.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-xgboost:<tag> 1.7-1 1.7.4 inference
414596584902.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-xgboost:<tag> 1.7-1 1.7.4 training
414596584902.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-xgboost:<tag> 1.5-1 1.5.2 inference
414596584902.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-xgboost:<tag> 1.5-1 1.5.2 training
414596584902.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-xgboost:<tag> 1.5-1 1.5.2 inference_graviton
414596584902.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 inference
414596584902.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 training
414596584902.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 inference_graviton
414596584902.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-xgboost:<tag> 1.2-2 1.2.0 inference
414596584902.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-xgboost:<tag> 1.2-2 1.2.0 training
414596584902.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-xgboost:<tag> 1.2-1 1.2.0 inference
414596584902.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-xgboost:<tag> 1.2-1 1.2.0 training
414596584902.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-xgboost:<tag> 1.0-1 1.0.0 inference
414596584902.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-xgboost:<tag> 1.0-1 1.0.0 training
226302683700.dkr.ecr.us-gov-west-1.amazonaws.com/xgboost:<tag> 1 0.72 inference
226302683700.dkr.ecr.us-gov-west-1.amazonaws.com/xgboost:<tag> 1 0.72 training
414596584902.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-xgboost:<tag> 0.90-2 0.90 inference
414596584902.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-xgboost:<tag> 0.90-2 0.90 training
414596584902.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-xgboost:<tag> 0.90-1 0.90 inference
414596584902.dkr.ecr.us-gov-west-1.amazonaws.com/sagemaker-xgboost:<tag> 0.90-1 0.90 training