Docker Registry Paths and Example Code for Europe (Milan) (eu-south-1) - Amazon SageMaker ECR Paths

Docker Registry Paths and Example Code for Europe (Milan) (eu-south-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='eu-south-1',image_scope='inference',version='0.4')
Registry path Version Job types (image scope)
692866216735.dkr.ecr.eu-south-1.amazonaws.com/autogluon-training:<tag> 0.7.0 training
692866216735.dkr.ecr.eu-south-1.amazonaws.com/autogluon-inference:<tag> 0.7.0 inference
692866216735.dkr.ecr.eu-south-1.amazonaws.com/autogluon-training:<tag> 0.6.2 training
692866216735.dkr.ecr.eu-south-1.amazonaws.com/autogluon-inference:<tag> 0.6.2 inference
692866216735.dkr.ecr.eu-south-1.amazonaws.com/autogluon-training:<tag> 0.6.1 training
692866216735.dkr.ecr.eu-south-1.amazonaws.com/autogluon-inference:<tag> 0.6.1 inference
692866216735.dkr.ecr.eu-south-1.amazonaws.com/autogluon-training:<tag> 0.5.2 training
692866216735.dkr.ecr.eu-south-1.amazonaws.com/autogluon-inference:<tag> 0.5.2 inference
692866216735.dkr.ecr.eu-south-1.amazonaws.com/autogluon-training:<tag> 0.4.3 training
692866216735.dkr.ecr.eu-south-1.amazonaws.com/autogluon-inference:<tag> 0.4.3 inference
692866216735.dkr.ecr.eu-south-1.amazonaws.com/autogluon-training:<tag> 0.4.2 training
692866216735.dkr.ecr.eu-south-1.amazonaws.com/autogluon-inference:<tag> 0.4.2 inference
692866216735.dkr.ecr.eu-south-1.amazonaws.com/autogluon-training:<tag> 0.4.0 training
692866216735.dkr.ecr.eu-south-1.amazonaws.com/autogluon-inference:<tag> 0.4.0 inference
692866216735.dkr.ecr.eu-south-1.amazonaws.com/autogluon-training:<tag> 0.3.2 training
692866216735.dkr.ecr.eu-south-1.amazonaws.com/autogluon-inference:<tag> 0.3.2 inference
692866216735.dkr.ecr.eu-south-1.amazonaws.com/autogluon-training:<tag> 0.3.1 training
692866216735.dkr.ecr.eu-south-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='eu-south-1')
Registry path Version Job types (image scope)
257386234256.dkr.ecr.eu-south-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='eu-south-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
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-chainer:<tag> 5.0.0 inference, training CPU, GPU py2, py3
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-chainer:<tag> 4.1.0 inference, training CPU, GPU py2, py3
048378556238.dkr.ecr.eu-south-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='eu-south-1',version='1.0',image_scope='processing')
Registry path Version Job types (image scope)
638885417683.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-clarify-processing:<tag> 1.0 processing

DJL DeepSpeed (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='djl-deepspeed', region='us-west-2',py_version='py3',image_scope='inference')
Registry path Version Job types (image scope)
692866216735.dkr.ecr.eu-south-1.amazonaws.com/djl-inference:0.22.1-deepspeed0.8.3-cu118-<tag> 0.22.1 inference
692866216735.dkr.ecr.eu-south-1.amazonaws.com/djl-inference:0.21.0-deepspeed0.8.3-cu117-<tag> 0.21.0 inference
692866216735.dkr.ecr.eu-south-1.amazonaws.com/djl-inference:0.20.0-deepspeed0.7.5-cu116-<tag> 0.20.0 inference
692866216735.dkr.ecr.eu-south-1.amazonaws.com/djl-inference:0.19.0-deepspeed0.7.3-cu113-<tag> 0.19.0 inference

Data Wrangler (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='data-wrangler',region='eu-south-1')
Registry path Version Job types (image scope)
488287956546.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-data-wrangler-container:<tag> 2.x processing
488287956546.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-data-wrangler-container:<tag> 1.x processing

Debugger (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='debugger',region='eu-south-1')
Registry path Version Job types (image scope)
563282790590.dkr.ecr.eu-south-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='eu-south-1')
Registry path Version Job types (image scope)
257386234256.dkr.ecr.eu-south-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='eu-south-1')
Registry path Version Job types (image scope)
257386234256.dkr.ecr.eu-south-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='eu-south-1',version='4.4.2',image_scope='training',base_framework_version='tensorflow2.4.1')
Registry path Version Job types (image scope)
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.26.0 training
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.26.0 inference
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.26.0 inference
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.17.0 training
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.17.0 training
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.17.0 inference
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.17.0 inference
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.12.3 training
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.12.3 training
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.12.3 inference
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.12.3 inference
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.11.0 training
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.11.0 training
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.11.0 inference
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.11.0 inference
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.10.2 training
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.10.2 training
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.10.2 training
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.10.2 training
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.10.2 inference
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.10.2 inference
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.10.2 inference
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.10.2 inference
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 training
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 training
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 training
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.6.1 training
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> 4.6.1 inference
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.6.1 inference
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.5.0 training
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-tensorflow-training:<tag> 4.5.0 training
692866216735.dkr.ecr.eu-south-1.amazonaws.com/huggingface-pytorch-training:<tag> 4.4.2 training
692866216735.dkr.ecr.eu-south-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='eu-south-1')
Registry path Version Job types (image scope)
257386234256.dkr.ecr.eu-south-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='eu-south-1')
Registry path Version Job types (image scope)
257386234256.dkr.ecr.eu-south-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='eu-south-1',version='1.5.1',instance_type='ml.inf1.6xlarge')
Registry path Version Job types (image scope) Processor types Python versions
966458181534.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-neo-mxnet:<tag> 1.8 inference inf py3
966458181534.dkr.ecr.eu-south-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='eu-south-1',version='1.9',py_version='py3')
Registry path Version Job types (image scope) Processor types Python versions
966458181534.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-neo-pytorch:<tag> 1.9 inference inf py3
966458181534.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-neo-pytorch:<tag> 1.8 inference inf py3
966458181534.dkr.ecr.eu-south-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='eu-south-1')
Registry path Version Job types (image scope)
257386234256.dkr.ecr.eu-south-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='eu-south-1')
Registry path Version Job types (image scope)
257386234256.dkr.ecr.eu-south-1.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-south-1')
Registry path Version Job types (image scope)
257386234256.dkr.ecr.eu-south-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='eu-south-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
692866216735.dkr.ecr.eu-south-1.amazonaws.com/mxnet-training:<tag> 1.9.0 training CPU, GPU py38
692866216735.dkr.ecr.eu-south-1.amazonaws.com/mxnet-inference:<tag> 1.9.0 inference CPU, GPU py38
692866216735.dkr.ecr.eu-south-1.amazonaws.com/mxnet-training:<tag> 1.8.0 training CPU, GPU py37
692866216735.dkr.ecr.eu-south-1.amazonaws.com/mxnet-inference:<tag> 1.8.0 inference CPU, GPU py37
692866216735.dkr.ecr.eu-south-1.amazonaws.com/mxnet-training:<tag> 1.7.0 training CPU, GPU py3
692866216735.dkr.ecr.eu-south-1.amazonaws.com/mxnet-inference:<tag> 1.7.0 inference CPU, GPU py3
692866216735.dkr.ecr.eu-south-1.amazonaws.com/mxnet-inference-eia:<tag> 1.7.0 eia CPU py3
692866216735.dkr.ecr.eu-south-1.amazonaws.com/mxnet-training:<tag> 1.6.0 training CPU, GPU py2, py3
692866216735.dkr.ecr.eu-south-1.amazonaws.com/mxnet-inference:<tag> 1.6.0 inference CPU, GPU py2, py3
692866216735.dkr.ecr.eu-south-1.amazonaws.com/mxnet-inference-eia:<tag> 1.5.1 eia CPU py2, py3
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.4.1 training CPU, GPU py2
692866216735.dkr.ecr.eu-south-1.amazonaws.com/mxnet-training:<tag> 1.4.1 training CPU, GPU py3
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-mxnet-serving:<tag> 1.4.1 inference CPU, GPU py2
692866216735.dkr.ecr.eu-south-1.amazonaws.com/mxnet-inference:<tag> 1.4.1 inference CPU, GPU py3
692866216735.dkr.ecr.eu-south-1.amazonaws.com/mxnet-inference-eia:<tag> 1.4.1 eia CPU py2, py3
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.4.0 training CPU, GPU py2, py3
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-mxnet-serving:<tag> 1.4.0 inference CPU, GPU py2, py3
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-mxnet-serving-eia:<tag> 1.4.0 eia CPU py2, py3
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.3.0 training CPU, GPU py2, py3
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.3.0 inference CPU, GPU py2, py3
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-mxnet-eia:<tag> 1.3.0 eia CPU py2, py3
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.2.1 training CPU, GPU py2, py3
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.2.1 inference CPU, GPU py2, py3
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.1.0 training CPU, GPU py2, py3
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.1.0 inference CPU, GPU py2, py3
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.0.0 training CPU, GPU py2, py3
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-mxnet:<tag> 1.0.0 inference CPU, GPU py2, py3
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-mxnet:<tag> 0.12.1 training CPU, GPU py2, py3
048378556238.dkr.ecr.eu-south-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='eu-south-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
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-rl-mxnet:coach0.11.0-<tag> 0.11.0 training CPU, GPU py3
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-rl-mxnet:coach0.11-<tag> 0.11 training CPU, GPU py3

Model Monitor (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='model-monitor',region='eu-south-1')
Registry path Version Job types (image scope)
933208885752.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-model-monitor-analyzer:<tag> monitoring

NTM (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='ntm',region='eu-south-1')
Registry path Version Job types (image scope)
257386234256.dkr.ecr.eu-south-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='eu-south-1')
Registry path Version Job types (image scope)
966458181534.dkr.ecr.eu-south-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='eu-south-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
966458181534.dkr.ecr.eu-south-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='eu-south-1',version='1.6',image_scope='inference',instance_type='ml.c5.4xlarge')
Registry path Version Job types (image scope) Processor types Python versions
966458181534.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.13 inference CPU, GPU py3
966458181534.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.12 inference CPU, GPU py3
966458181534.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.8 inference CPU, GPU py3
966458181534.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.7 inference CPU, GPU py3
966458181534.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.6 inference CPU, GPU py3
966458181534.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.5 inference CPU, GPU py3
966458181534.dkr.ecr.eu-south-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='eu-south-1',version='1.15.3',py_version='py3',instance_type='ml.c5.4xlarge')
Registry path Version Job types (image scope) Processor types Python versions
966458181534.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-inference-tensorflow:<tag> 2.9.2 inference CPU, GPU py3
966458181534.dkr.ecr.eu-south-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='eu-south-1')
Registry path Version Job types (image scope)
966458181534.dkr.ecr.eu-south-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='eu-south-1')
Registry path Version Job types (image scope)
257386234256.dkr.ecr.eu-south-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='eu-south-1')
Registry path Version Job types (image scope)
257386234256.dkr.ecr.eu-south-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='eu-south-1')
Registry path Version Job types (image scope)
257386234256.dkr.ecr.eu-south-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='eu-south-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
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference:<tag> 2.0.0 inference CPU, GPU py310
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference-graviton:<tag> 2.0.0 inference_graviton CPU py310
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-training:<tag> 2.0.0 training CPU, GPU py310
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference:<tag> 1.13.1 inference CPU, GPU py39
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-training:<tag> 1.13.1 training CPU, GPU py39
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference:<tag> 1.12.1 inference CPU, GPU py38
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference-graviton:<tag> 1.12.1 inference_graviton CPU py38
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-training:<tag> 1.12.1 training CPU, GPU py38
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference:<tag> 1.12.0 inference CPU, GPU py38
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-training:<tag> 1.12.0 training CPU, GPU py38
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference:<tag> 1.11.0 inference CPU, GPU py38
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-training:<tag> 1.11.0 training CPU, GPU py38
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference:<tag> 1.10.2 inference CPU, GPU py38
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-training:<tag> 1.10.2 training CPU, GPU py38
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference:<tag> 1.10.0 inference CPU, GPU py38
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-training:<tag> 1.10.0 training CPU, GPU py38
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference:<tag> 1.9.1 inference CPU, GPU py38
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-training:<tag> 1.9.1 training CPU, GPU py38
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference:<tag> 1.9.0 inference CPU, GPU py38
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-training:<tag> 1.9.0 training CPU, GPU py38
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference:<tag> 1.8.1 inference CPU, GPU py3, py36
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-training:<tag> 1.8.1 training CPU, GPU py3, py36
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference:<tag> 1.8.0 inference CPU, GPU py3, py36
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-training:<tag> 1.8.0 training CPU, GPU py3, py36
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference:<tag> 1.7.1 inference CPU, GPU py3, py36
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-training:<tag> 1.7.1 training CPU, GPU py3, py36
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference:<tag> 1.6.0 inference CPU, GPU py3, py36
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-training:<tag> 1.6.0 training CPU, GPU py3, py36
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference:<tag> 1.5.0 inference CPU, GPU py3
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-training:<tag> 1.5.0 training CPU, GPU py3
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference:<tag> 1.4.0 inference CPU, GPU py3
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-training:<tag> 1.4.0 training CPU, GPU py2, py3
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference:<tag> 1.3.1 inference CPU, GPU py2, py3
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-training:<tag> 1.3.1 training CPU, GPU py2, py3
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-inference:<tag> 1.2.0 inference CPU, GPU py2, py3
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-training:<tag> 1.2.0 training CPU, GPU py2, py3
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-pytorch:<tag> 1.1.0 inference CPU, GPU py2, py3
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-pytorch:<tag> 1.1.0 training CPU, GPU py2, py3
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-pytorch:<tag> 1.0.0 inference CPU, GPU py2, py3
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-pytorch:<tag> 1.0.0 training CPU, GPU py2, py3
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-pytorch:<tag> 0.4.0 inference CPU, GPU py2, py3
048378556238.dkr.ecr.eu-south-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
692866216735.dkr.ecr.eu-south-1.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
692866216735.dkr.ecr.eu-south-1.amazonaws.com/pytorch-trcomp-training:<tag> 1.13.1 training GPU py39
692866216735.dkr.ecr.eu-south-1.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-south-1')
Registry path Version Job types (image scope)
257386234256.dkr.ecr.eu-south-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='eu-south-1',version='0.23-1',image_scope='inference')
Registry path Version Package version Job types (image scope)
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.2-1 1.2.1 inference
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.2-1 1.2.1 training
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 inference
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 training
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 inference_graviton
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0.23-1 0.23.2 inference
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0.23-1 0.23.2 training
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> 0.20.0 0.20.0 inference
978288397137.dkr.ecr.eu-south-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='eu-south-1')
Registry path Version Job types (image scope)
257386234256.dkr.ecr.eu-south-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='eu-south-1')
Registry path Version Job types (image scope)
257386234256.dkr.ecr.eu-south-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='eu-south-1',version='3.0',image_scope='processing')
Registry path Version Job types (image scope)
753923664805.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.2 processing
753923664805.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.1 processing
753923664805.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-spark-processing:<tag> 3.0 processing
753923664805.dkr.ecr.eu-south-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='eu-south-1',version='2.4')
Registry path Version Job types (image scope)
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-sparkml-serving:<tag> 3.3 inference
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-sparkml-serving:<tag> 2.4 inference
978288397137.dkr.ecr.eu-south-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='eu-south-1',version='1.12.0',image_scope='inference',instance_type='ml.c5.4xlarge')
Registry path Version Job types (image scope) Processor types Python versions
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 2.12.1 inference CPU, GPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<tag> 2.12.0 training CPU, GPU py310
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 2.11.1 inference CPU, GPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 2.11.0 inference CPU, GPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<tag> 2.11.0 training CPU, GPU py39
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 2.10.1 inference CPU, GPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<tag> 2.10.1 training CPU, GPU py39
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 2.10.0 inference CPU, GPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 2.9.3 inference CPU, GPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 2.9.2 inference CPU, GPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<tag> 2.9.2 training CPU, GPU py39
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference-graviton:<tag> 2.9.1 inference_graviton CPU py38
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 2.8.4 inference CPU, GPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 2.8.0 inference CPU, GPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<tag> 2.8.0 training CPU, GPU py39
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<tag> 2.7.1 training CPU, GPU py38
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 2.7.0 inference CPU, GPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 2.6.3 inference CPU, GPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<tag> 2.6.3 training CPU, GPU py38
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<tag> 2.6.2 training CPU, GPU py38
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 2.6.0 inference CPU, GPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<tag> 2.6.0 training CPU, GPU py38
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 2.5.1 inference CPU, GPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<tag> 2.5.1 training CPU, GPU py37
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<tag> 2.5.0 training CPU, GPU py37
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 2.4.3 inference CPU, GPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<tag> 2.4.3 training CPU, GPU py37
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 2.4.1 inference CPU, GPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<tag> 2.4.1 training CPU, GPU py37
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 2.3.2 inference CPU, GPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<tag> 2.3.2 training CPU, GPU py37
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 2.3.1 inference CPU, GPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<tag> 2.3.1 training CPU, GPU py37
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference-eia:<tag> 2.3.0 eia CPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 2.3.0 inference CPU, GPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<tag> 2.3.0 training CPU, GPU py37
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 2.2.2 inference CPU, GPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<tag> 2.2.2 training CPU, GPU py37
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 2.2.1 inference CPU, GPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<tag> 2.2.1 training CPU, GPU py37
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 2.2.0 inference CPU, GPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<tag> 2.2.0 training CPU, GPU py37
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 2.1.3 inference CPU, GPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<tag> 2.1.3 training CPU, GPU py3
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 2.1.2 inference CPU, GPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<tag> 2.1.2 training CPU, GPU py3
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 2.1.1 inference CPU, GPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<tag> 2.1.1 training CPU, GPU py2, py3
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 2.1.0 inference CPU, GPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<tag> 2.1.0 training CPU, GPU py2, py3
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 2.0.4 inference CPU, GPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<tag> 2.0.4 training CPU, GPU py3
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 2.0.3 inference CPU, GPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<tag> 2.0.3 training CPU, GPU py3
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 2.0.2 inference CPU, GPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<tag> 2.0.2 training CPU, GPU py2, py3
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 2.0.1 inference CPU, GPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<tag> 2.0.1 training CPU, GPU py2, py3
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference-eia:<tag> 2.0.0 eia CPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 2.0.0 inference CPU, GPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<tag> 2.0.0 training CPU, GPU py2, py3
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 1.15.5 inference CPU, GPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<tag> 1.15.5 training CPU, GPU py3, py36, py37
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 1.15.4 inference CPU, GPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<tag> 1.15.4 training CPU, GPU py3, py36, py37
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 1.15.3 inference CPU, GPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<tag> 1.15.3 training CPU, GPU py2, py3, py37
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 1.15.2 inference CPU, GPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<tag> 1.15.2 training CPU, GPU py2, py3, py37
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference-eia:<tag> 1.15.0 eia CPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 1.15.0 inference CPU, GPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<tag> 1.15.0 training CPU, GPU py2, py3
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference-eia:<tag> 1.14.0 eia CPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 1.14.0 inference CPU, GPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<tag> 1.14.0 training CPU, GPU py2, py3
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow-scriptmode:<tag> 1.13.1 training CPU, GPU py2
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-training:<tag> 1.13.1 training CPU, GPU py3
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow-serving-eia:<tag> 1.13.0 eia CPU -
692866216735.dkr.ecr.eu-south-1.amazonaws.com/tensorflow-inference:<tag> 1.13.0 inference CPU, GPU -
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow-serving-eia:<tag> 1.12.0 eia CPU -
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow-serving:<tag> 1.12.0 inference CPU, GPU -
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow-scriptmode:<tag> 1.12.0 training CPU, GPU py2, py3
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow-serving-eia:<tag> 1.11.0 eia CPU -
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow-serving:<tag> 1.11.0 inference CPU, GPU -
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow-scriptmode:<tag> 1.11.0 training CPU, GPU py2, py3
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow-eia:<tag> 1.10.0 eia CPU py2
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.10.0 inference CPU, GPU py2
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.10.0 training CPU, GPU py2
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.9.0 inference CPU, GPU py2
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.9.0 training CPU, GPU py2
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.8.0 inference CPU, GPU py2
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.8.0 training CPU, GPU py2
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.7.0 inference CPU, GPU py2
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.7.0 training CPU, GPU py2
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.6.0 inference CPU, GPU py2
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.6.0 training CPU, GPU py2
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.5.0 inference CPU, GPU py2
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.5.0 training CPU, GPU py2
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-tensorflow:<tag> 1.4.1 inference CPU, GPU py2
048378556238.dkr.ecr.eu-south-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='eu-south-1',version='1.0.0',image_scope='training',instance_type='ml.c5.4xlarge')
Registry path Version Job types (image scope) Processor types Python versions
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.11.1-<tag> 0.11.1 training CPU, GPU py3
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.11.0-<tag> 0.11.0 training CPU, GPU py3
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.11-<tag> 0.11 training CPU, GPU py3
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.10.1-<tag> 0.10.1 training CPU, GPU py3
048378556238.dkr.ecr.eu-south-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='eu-south-1',version='1.15.0',instance_type='ml.inf1.6xlarge')
Registry path Version Job types (image scope) Processor types Python versions
966458181534.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-neo-tensorflow:<tag> 2.5.2 inference inf py3
966458181534.dkr.ecr.eu-south-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='eu-south-1',version='0.8.5',instance_type='ml.c5.4xlarge')
Registry path Version Job types (image scope) Processor types Python versions
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.6.5-<tag> 0.6.5 training CPU, GPU py3
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.6-<tag> 0.6 training CPU, GPU py3
048378556238.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.5.3-<tag> 0.5.3 training CPU, GPU py3
048378556238.dkr.ecr.eu-south-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='eu-south-1',version='1.5-1')
Registry path Version Package version Job types (image scope)
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.7-1 1.7.4 inference
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.7-1 1.7.4 training
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.5-1 1.5.2 inference
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.5-1 1.5.2 training
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.5-1 1.5.2 inference_graviton
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 inference
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 training
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 inference_graviton
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.2-2 1.2.0 inference
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.2-2 1.2.0 training
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.2-1 1.2.0 inference
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.2-1 1.2.0 training
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.0-1 1.0.0 inference
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-xgboost:<tag> 1.0-1 1.0.0 training
257386234256.dkr.ecr.eu-south-1.amazonaws.com/xgboost:<tag> 1 0.72 inference
257386234256.dkr.ecr.eu-south-1.amazonaws.com/xgboost:<tag> 1 0.72 training
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-xgboost:<tag> 0.90-2 0.90 inference
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-xgboost:<tag> 0.90-2 0.90 training
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-xgboost:<tag> 0.90-1 0.90 inference
978288397137.dkr.ecr.eu-south-1.amazonaws.com/sagemaker-xgboost:<tag> 0.90-1 0.90 training