Docker Registry Paths and Example Code for Asia Pacific (Osaka) (ap-northeast-3) - Amazon SageMaker ECR Paths

Docker Registry Paths and Example Code for Asia Pacific (Osaka) (ap-northeast-3)

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='ap-northeast-3',image_scope='inference',version='0.4')
Registry path Version Job types (image scope)
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/autogluon-training:<tag> 0.7.0 training
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/autogluon-inference:<tag> 0.7.0 inference
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/autogluon-training:<tag> 0.6.2 training
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/autogluon-inference:<tag> 0.6.2 inference
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/autogluon-training:<tag> 0.6.1 training
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/autogluon-inference:<tag> 0.6.1 inference
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/autogluon-training:<tag> 0.5.2 training
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/autogluon-inference:<tag> 0.5.2 inference
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/autogluon-training:<tag> 0.4.3 training
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/autogluon-inference:<tag> 0.4.3 inference
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/autogluon-training:<tag> 0.4.2 training
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/autogluon-inference:<tag> 0.4.2 inference
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/autogluon-training:<tag> 0.4.0 training
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/autogluon-inference:<tag> 0.4.0 inference
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/autogluon-training:<tag> 0.3.2 training
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/autogluon-inference:<tag> 0.3.2 inference
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/autogluon-training:<tag> 0.3.1 training
364406365360.dkr.ecr.ap-northeast-3.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='ap-northeast-3')
Registry path Version Job types (image scope)
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/blazingtext:<tag> 1 inference, training

Clarify (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='clarify',region='ap-northeast-3',version='1.0',image_scope='processing')
Registry path Version Job types (image scope)
912233562940.dkr.ecr.ap-northeast-3.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)
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/djl-inference:0.22.1-deepspeed0.8.3-cu118-<tag> 0.22.1 inference
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/djl-inference:0.21.0-deepspeed0.8.3-cu117-<tag> 0.21.0 inference
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/djl-inference:0.20.0-deepspeed0.7.5-cu116-<tag> 0.20.0 inference
364406365360.dkr.ecr.ap-northeast-3.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='ap-northeast-3')
Registry path Version Job types (image scope)
913387583493.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-data-wrangler-container:<tag> 2.x processing
913387583493.dkr.ecr.ap-northeast-3.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='ap-northeast-3')
Registry path Version Job types (image scope)
479947661362.dkr.ecr.ap-northeast-3.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='ap-northeast-3')
Registry path Version Job types (image scope)
867004704886.dkr.ecr.ap-northeast-3.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='ap-northeast-3')
Registry path Version Job types (image scope)
867004704886.dkr.ecr.ap-northeast-3.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='ap-northeast-3',version='4.4.2',image_scope='training',base_framework_version='tensorflow2.4.1')
Registry path Version Job types (image scope)
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-training:<tag> 4.26.0 training
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-inference:<tag> 4.26.0 inference
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.26.0 inference
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-training:<tag> 4.17.0 training
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-tensorflow-training:<tag> 4.17.0 training
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-inference:<tag> 4.17.0 inference
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.17.0 inference
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-training:<tag> 4.12.3 training
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-tensorflow-training:<tag> 4.12.3 training
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-inference:<tag> 4.12.3 inference
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.12.3 inference
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-training:<tag> 4.11.0 training
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-tensorflow-training:<tag> 4.11.0 training
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-inference:<tag> 4.11.0 inference
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.11.0 inference
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-training:<tag> 4.10.2 training
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-training:<tag> 4.10.2 training
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-tensorflow-training:<tag> 4.10.2 training
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-tensorflow-training:<tag> 4.10.2 training
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-inference:<tag> 4.10.2 inference
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-inference:<tag> 4.10.2 inference
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.10.2 inference
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.10.2 inference
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 training
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 training
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-training:<tag> 4.6.1 training
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-tensorflow-training:<tag> 4.6.1 training
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-inference:<tag> 4.6.1 inference
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.6.1 inference
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-training:<tag> 4.5.0 training
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-tensorflow-training:<tag> 4.5.0 training
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-training:<tag> 4.4.2 training
364406365360.dkr.ecr.ap-northeast-3.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='ap-northeast-3')
Registry path Version Job types (image scope)
867004704886.dkr.ecr.ap-northeast-3.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='ap-northeast-3')
Registry path Version Job types (image scope)
867004704886.dkr.ecr.ap-northeast-3.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='ap-northeast-3',version='1.5.1',instance_type='ml.inf1.6xlarge')
Registry path Version Job types (image scope) Processor types Python versions
925152966179.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-neo-mxnet:<tag> 1.8 inference inf py3
925152966179.dkr.ecr.ap-northeast-3.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='ap-northeast-3',version='1.9',py_version='py3')
Registry path Version Job types (image scope) Processor types Python versions
925152966179.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-neo-pytorch:<tag> 1.9 inference inf py3
925152966179.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-neo-pytorch:<tag> 1.8 inference inf py3
925152966179.dkr.ecr.ap-northeast-3.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='ap-northeast-3')
Registry path Version Job types (image scope)
867004704886.dkr.ecr.ap-northeast-3.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='ap-northeast-3')
Registry path Version Job types (image scope)
867004704886.dkr.ecr.ap-northeast-3.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='ap-northeast-3')
Registry path Version Job types (image scope)
867004704886.dkr.ecr.ap-northeast-3.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='ap-northeast-3',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
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/mxnet-training:<tag> 1.9.0 training CPU, GPU py38
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/mxnet-inference:<tag> 1.9.0 inference CPU, GPU py38
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/mxnet-training:<tag> 1.8.0 training CPU, GPU py37
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/mxnet-inference:<tag> 1.8.0 inference CPU, GPU py37
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/mxnet-training:<tag> 1.7.0 training CPU, GPU py3
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/mxnet-inference:<tag> 1.7.0 inference CPU, GPU py3
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/mxnet-inference-eia:<tag> 1.7.0 eia CPU py3
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/mxnet-training:<tag> 1.6.0 training CPU, GPU py2, py3
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/mxnet-inference:<tag> 1.6.0 inference CPU, GPU py2, py3
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/mxnet-inference-eia:<tag> 1.5.1 eia CPU py2, py3
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/mxnet-training:<tag> 1.4.1 training CPU, GPU py3
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/mxnet-inference:<tag> 1.4.1 inference CPU, GPU py3
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/mxnet-inference-eia:<tag> 1.4.1 eia CPU py2, py3
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-mxnet-serving-eia:<tag> 1.4.0 eia CPU py2, py3
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-mxnet-eia:<tag> 1.3.0 eia CPU py2, py3

Model Monitor (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='model-monitor',region='ap-northeast-3')
Registry path Version Job types (image scope)
990339680094.dkr.ecr.ap-northeast-3.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='ap-northeast-3')
Registry path Version Job types (image scope)
867004704886.dkr.ecr.ap-northeast-3.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='ap-northeast-3')
Registry path Version Job types (image scope)
925152966179.dkr.ecr.ap-northeast-3.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='ap-northeast-3',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
925152966179.dkr.ecr.ap-northeast-3.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='ap-northeast-3',version='1.6',image_scope='inference',instance_type='ml.c5.4xlarge')
Registry path Version Job types (image scope) Processor types Python versions
925152966179.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.13 inference CPU, GPU py3
925152966179.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.12 inference CPU, GPU py3
925152966179.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.8 inference CPU, GPU py3
925152966179.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.7 inference CPU, GPU py3
925152966179.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.6 inference CPU, GPU py3
925152966179.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-inference-pytorch:<tag> 1.5 inference CPU, GPU py3
925152966179.dkr.ecr.ap-northeast-3.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='ap-northeast-3',version='1.15.3',py_version='py3',instance_type='ml.c5.4xlarge')
Registry path Version Job types (image scope) Processor types Python versions
925152966179.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-inference-tensorflow:<tag> 2.9.2 inference CPU, GPU py3
925152966179.dkr.ecr.ap-northeast-3.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='ap-northeast-3')
Registry path Version Job types (image scope)
925152966179.dkr.ecr.ap-northeast-3.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='ap-northeast-3')
Registry path Version Job types (image scope)
867004704886.dkr.ecr.ap-northeast-3.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='ap-northeast-3')
Registry path Version Job types (image scope)
867004704886.dkr.ecr.ap-northeast-3.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='ap-northeast-3')
Registry path Version Job types (image scope)
867004704886.dkr.ecr.ap-northeast-3.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='ap-northeast-3',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
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-inference:<tag> 2.0.0 inference CPU, GPU py310
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-inference-graviton:<tag> 2.0.0 inference_graviton CPU py310
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-training:<tag> 2.0.0 training CPU, GPU py310
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-inference:<tag> 1.13.1 inference CPU, GPU py39
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-training:<tag> 1.13.1 training CPU, GPU py39
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-inference:<tag> 1.12.1 inference CPU, GPU py38
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-inference-graviton:<tag> 1.12.1 inference_graviton CPU py38
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-training:<tag> 1.12.1 training CPU, GPU py38
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-inference:<tag> 1.12.0 inference CPU, GPU py38
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-training:<tag> 1.12.0 training CPU, GPU py38
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-inference:<tag> 1.11.0 inference CPU, GPU py38
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-training:<tag> 1.11.0 training CPU, GPU py38
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-inference:<tag> 1.10.2 inference CPU, GPU py38
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-training:<tag> 1.10.2 training CPU, GPU py38
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-inference:<tag> 1.10.0 inference CPU, GPU py38
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-training:<tag> 1.10.0 training CPU, GPU py38
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-inference:<tag> 1.9.1 inference CPU, GPU py38
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-training:<tag> 1.9.1 training CPU, GPU py38
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-inference:<tag> 1.9.0 inference CPU, GPU py38
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-training:<tag> 1.9.0 training CPU, GPU py38
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-inference:<tag> 1.8.1 inference CPU, GPU py3, py36
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-training:<tag> 1.8.1 training CPU, GPU py3, py36
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-inference:<tag> 1.8.0 inference CPU, GPU py3, py36
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-training:<tag> 1.8.0 training CPU, GPU py3, py36
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-inference:<tag> 1.7.1 inference CPU, GPU py3, py36
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-training:<tag> 1.7.1 training CPU, GPU py3, py36
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-inference:<tag> 1.6.0 inference CPU, GPU py3, py36
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-training:<tag> 1.6.0 training CPU, GPU py3, py36
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-inference:<tag> 1.5.0 inference CPU, GPU py3
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-training:<tag> 1.5.0 training CPU, GPU py3
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-inference:<tag> 1.4.0 inference CPU, GPU py3
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-training:<tag> 1.4.0 training CPU, GPU py2, py3
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-inference-eia:<tag> 1.3.1 eia CPU py3
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-inference:<tag> 1.3.1 inference CPU, GPU py2, py3
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-training:<tag> 1.3.1 training CPU, GPU py2, py3
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-inference:<tag> 1.2.0 inference CPU, GPU py2, py3
364406365360.dkr.ecr.ap-northeast-3.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
364406365360.dkr.ecr.ap-northeast-3.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
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-trcomp-training:<tag> 1.13.1 training GPU py39
364406365360.dkr.ecr.ap-northeast-3.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='ap-northeast-3')
Registry path Version Job types (image scope)
867004704886.dkr.ecr.ap-northeast-3.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='ap-northeast-3',version='0.23-1',image_scope='inference')
Registry path Version Package version Job types (image scope)
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-scikit-learn:<tag> 1.2-1 1.2.1 inference
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-scikit-learn:<tag> 1.2-1 1.2.1 training
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 inference
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 training
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-scikit-learn:<tag> 1.0-1 1.0.2 inference_graviton
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-scikit-learn:<tag> 0.23-1 0.23.2 inference
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-scikit-learn:<tag> 0.23-1 0.23.2 training
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-scikit-learn:<tag> 0.20.0 0.20.0 inference
867004704886.dkr.ecr.ap-northeast-3.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='ap-northeast-3')
Registry path Version Job types (image scope)
867004704886.dkr.ecr.ap-northeast-3.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='ap-northeast-3')
Registry path Version Job types (image scope)
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/seq2seq:<tag> 1 inference, training

SparkML Serving (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='sparkml-serving',region='ap-northeast-3',version='2.4')
Registry path Version Job types (image scope)
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-sparkml-serving:<tag> 3.3 inference

Tensorflow (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='tensorflow',region='ap-northeast-3',version='1.12.0',image_scope='inference',instance_type='ml.c5.4xlarge')
Registry path Version Job types (image scope) Processor types Python versions
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 2.12.1 inference CPU, GPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training:<tag> 2.12.0 training CPU, GPU py310
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 2.11.1 inference CPU, GPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 2.11.0 inference CPU, GPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training:<tag> 2.11.0 training CPU, GPU py39
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 2.10.1 inference CPU, GPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training:<tag> 2.10.1 training CPU, GPU py39
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 2.10.0 inference CPU, GPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 2.9.3 inference CPU, GPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 2.9.2 inference CPU, GPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training:<tag> 2.9.2 training CPU, GPU py39
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference-graviton:<tag> 2.9.1 inference_graviton CPU py38
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 2.8.4 inference CPU, GPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 2.8.0 inference CPU, GPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training:<tag> 2.8.0 training CPU, GPU py39
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training:<tag> 2.7.1 training CPU, GPU py38
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 2.7.0 inference CPU, GPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 2.6.3 inference CPU, GPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training:<tag> 2.6.3 training CPU, GPU py38
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training:<tag> 2.6.2 training CPU, GPU py38
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 2.6.0 inference CPU, GPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training:<tag> 2.6.0 training CPU, GPU py38
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 2.5.1 inference CPU, GPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training:<tag> 2.5.1 training CPU, GPU py37
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training:<tag> 2.5.0 training CPU, GPU py37
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 2.4.3 inference CPU, GPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training:<tag> 2.4.3 training CPU, GPU py37
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 2.4.1 inference CPU, GPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training:<tag> 2.4.1 training CPU, GPU py37
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 2.3.2 inference CPU, GPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training:<tag> 2.3.2 training CPU, GPU py37
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 2.3.1 inference CPU, GPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training:<tag> 2.3.1 training CPU, GPU py37
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference-eia:<tag> 2.3.0 eia CPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 2.3.0 inference CPU, GPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training:<tag> 2.3.0 training CPU, GPU py37
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 2.2.2 inference CPU, GPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training:<tag> 2.2.2 training CPU, GPU py37
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 2.2.1 inference CPU, GPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training:<tag> 2.2.1 training CPU, GPU py37
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 2.2.0 inference CPU, GPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training:<tag> 2.2.0 training CPU, GPU py37
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 2.1.3 inference CPU, GPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training:<tag> 2.1.3 training CPU, GPU py3
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 2.1.2 inference CPU, GPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training:<tag> 2.1.2 training CPU, GPU py3
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 2.1.1 inference CPU, GPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training:<tag> 2.1.1 training CPU, GPU py2, py3
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 2.1.0 inference CPU, GPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training:<tag> 2.1.0 training CPU, GPU py2, py3
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 2.0.4 inference CPU, GPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training:<tag> 2.0.4 training CPU, GPU py3
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 2.0.3 inference CPU, GPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training:<tag> 2.0.3 training CPU, GPU py3
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 2.0.2 inference CPU, GPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training:<tag> 2.0.2 training CPU, GPU py2, py3
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 2.0.1 inference CPU, GPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training:<tag> 2.0.1 training CPU, GPU py2, py3
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference-eia:<tag> 2.0.0 eia CPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 2.0.0 inference CPU, GPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training:<tag> 2.0.0 training CPU, GPU py2, py3
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 1.15.5 inference CPU, GPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training:<tag> 1.15.5 training CPU, GPU py3, py36, py37
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 1.15.4 inference CPU, GPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training:<tag> 1.15.4 training CPU, GPU py3, py36, py37
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 1.15.3 inference CPU, GPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training:<tag> 1.15.3 training CPU, GPU py2, py3, py37
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 1.15.2 inference CPU, GPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training:<tag> 1.15.2 training CPU, GPU py2, py3, py37
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference-eia:<tag> 1.15.0 eia CPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 1.15.0 inference CPU, GPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training:<tag> 1.15.0 training CPU, GPU py2, py3
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference-eia:<tag> 1.14.0 eia CPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 1.14.0 inference CPU, GPU -
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training:<tag> 1.14.0 training CPU, GPU py2, py3
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training:<tag> 1.13.1 training CPU, GPU py3
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference:<tag> 1.13.0 inference CPU, GPU -

Tensorflow Inferentia (DLC)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='inferentia-tensorflow',region='ap-northeast-3',version='1.15.0',instance_type='ml.inf1.6xlarge')
Registry path Version Job types (image scope) Processor types Python versions
925152966179.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-neo-tensorflow:<tag> 2.5.2 inference inf py3
925152966179.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-neo-tensorflow:<tag> 1.15.0 inference inf py3

XGBoost (algorithm)

SageMaker Python SDK example to retrieve registry path.

from sagemaker import image_uris image_uris.retrieve(framework='xgboost',region='ap-northeast-3',version='1.5-1')
Registry path Version Package version Job types (image scope)
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-xgboost:<tag> 1.7-1 1.7.4 inference
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-xgboost:<tag> 1.7-1 1.7.4 training
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-xgboost:<tag> 1.5-1 1.5.2 inference
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-xgboost:<tag> 1.5-1 1.5.2 training
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-xgboost:<tag> 1.5-1 1.5.2 inference_graviton
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 inference
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 training
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 inference_graviton
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-xgboost:<tag> 1.2-2 1.2.0 inference
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-xgboost:<tag> 1.2-2 1.2.0 training
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-xgboost:<tag> 1.2-1 1.2.0 inference
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-xgboost:<tag> 1.2-1 1.2.0 training
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-xgboost:<tag> 1.0-1 1.0.0 inference
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-xgboost:<tag> 1.0-1 1.0.0 training
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/xgboost:<tag> 1 0.72 inference
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/xgboost:<tag> 1 0.72 training
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-xgboost:<tag> 0.90-2 0.90 inference
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-xgboost:<tag> 0.90-2 0.90 training
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-xgboost:<tag> 0.90-1 0.90 inference
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-xgboost:<tag> 0.90-1 0.90 training