The following topics list parameters for each of the algorithms and deep learning containers in this region provided by Amazon SageMaker AI.
Topics
AutoGluon (algorithm)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='autogluon',region='ap-east-1',image_scope='inference',version='0.4')| Registry path | Version | Job types (image scope) |
|---|---|---|
871362719292.dkr.ecr.ap-east-1.amazonaws.com/autogluon-training:<tag> |
0.7.0 | training |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/autogluon-inference:<tag> |
0.7.0 | inference |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/autogluon-training:<tag> |
0.6.2 | training |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/autogluon-inference:<tag> |
0.6.2 | inference |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/autogluon-training:<tag> |
0.6.1 | training |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/autogluon-inference:<tag> |
0.6.1 | inference |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/autogluon-training:<tag> |
0.5.2 | training |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/autogluon-inference:<tag> |
0.5.2 | inference |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/autogluon-training:<tag> |
0.4.3 | training |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/autogluon-inference:<tag> |
0.4.3 | inference |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/autogluon-training:<tag> |
0.4.2 | training |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/autogluon-inference:<tag> |
0.4.2 | inference |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/autogluon-training:<tag> |
0.4.0 | training |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/autogluon-inference:<tag> |
0.4.0 | inference |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/autogluon-training:<tag> |
0.3.2 | training |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/autogluon-inference:<tag> |
0.3.2 | inference |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/autogluon-training:<tag> |
0.3.1 | training |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/autogluon-inference:<tag> |
0.3.1 | inference |
BlazingText (algorithm)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='blazingtext',region='ap-east-1')| Registry path | Version | Job types (image scope) |
|---|---|---|
286214385809.dkr.ecr.ap-east-1.amazonaws.com/blazingtext:<tag> |
1 | inference, training |
Chainer (DLC)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='chainer',region='ap-east-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 |
|---|---|---|---|---|
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-chainer:<tag> |
5.0.0 | inference, training | CPU, GPU | py2, py3 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-chainer:<tag> |
4.1.0 | inference, training | CPU, GPU | py2, py3 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-chainer:<tag> |
4.0.0 | inference, training | CPU, GPU | py2, py3 |
Clarify (algorithm)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='clarify',region='ap-east-1',version='1.0',image_scope='processing')| Registry path | Version | Job types (image scope) |
|---|---|---|
098760798382.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-clarify-processing:<tag> |
1.0 | processing |
DJL DeepSpeed (algorithm)
SageMaker AI 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) |
|---|---|---|
871362719292.dkr.ecr.ap-east-1.amazonaws.com/djl-inference:0.22.1-deepspeed0.8.3-cu118-<tag> |
0.22.1 | inference |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/djl-inference:0.21.0-deepspeed0.8.3-cu117-<tag> |
0.21.0 | inference |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/djl-inference:0.20.0-deepspeed0.7.5-cu116-<tag> |
0.20.0 | inference |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/djl-inference:0.19.0-deepspeed0.7.3-cu113-<tag> |
0.19.0 | inference |
Data Wrangler (algorithm)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='data-wrangler',region='ap-east-1')| Registry path | Version | Job types (image scope) |
|---|---|---|
707077482487.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-data-wrangler-container:<tag> |
2.x | processing |
707077482487.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-data-wrangler-container:<tag> |
1.x | processing |
Debugger (algorithm)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='debugger',region='ap-east-1')| Registry path | Version | Job types (image scope) |
|---|---|---|
199566480951.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-debugger-rules:<tag> |
latest | debugger |
DeepAR Forecasting (algorithm)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='forecasting-deepar',region='ap-east-1')| Registry path | Version | Job types (image scope) |
|---|---|---|
286214385809.dkr.ecr.ap-east-1.amazonaws.com/forecasting-deepar:<tag> |
1 | inference, training |
Factorization Machines (algorithm)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='factorization-machines',region='ap-east-1')| Registry path | Version | Job types (image scope) |
|---|---|---|
286214385809.dkr.ecr.ap-east-1.amazonaws.com/factorization-machines:<tag> |
1 | inference, training |
Hugging Face (algorithm)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='huggingface',region='ap-east-1',version='4.4.2',image_scope='training',base_framework_version='tensorflow2.4.1')| Registry path | Version | Job types (image scope) |
|---|---|---|
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.26.0 | training |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> |
4.26.0 | inference |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> |
4.26.0 | inference |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.17.0 | training |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> |
4.17.0 | training |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> |
4.17.0 | inference |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> |
4.17.0 | inference |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.12.3 | training |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> |
4.12.3 | training |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> |
4.12.3 | inference |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> |
4.12.3 | inference |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.11.0 | training |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> |
4.11.0 | training |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> |
4.11.0 | inference |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> |
4.11.0 | inference |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.10.2 | training |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.10.2 | training |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> |
4.10.2 | training |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> |
4.10.2 | training |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> |
4.10.2 | inference |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> |
4.10.2 | inference |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> |
4.10.2 | inference |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> |
4.10.2 | inference |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.6.1 | training |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.6.1 | training |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.6.1 | training |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> |
4.6.1 | training |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-inference:<tag> |
4.6.1 | inference |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-tensorflow-inference:<tag> |
4.6.1 | inference |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.5.0 | training |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> |
4.5.0 | training |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.4.2 | training |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-tensorflow-training:<tag> |
4.4.2 | training |
IP Insights (algorithm)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='ipinsights',region='ap-east-1')| Registry path | Version | Job types (image scope) |
|---|---|---|
286214385809.dkr.ecr.ap-east-1.amazonaws.com/ipinsights:<tag> |
1 | inference, training |
Image classification (algorithm)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='image-classification',region='ap-east-1')| Registry path | Version | Job types (image scope) |
|---|---|---|
286214385809.dkr.ecr.ap-east-1.amazonaws.com/image-classification:<tag> |
1 | inference, training |
Inferentia MXNet (DLC)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='inferentia-mxnet',region='ap-east-1',version='1.5.1',instance_type='ml.inf1.6xlarge')| Registry path | Version | Job types (image scope) | Processor types | Python versions |
|---|---|---|---|---|
110948597952.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-neo-mxnet:<tag> |
1.8 | inference | inf | py3 |
110948597952.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-neo-mxnet:<tag> |
1.5.1 | inference | inf | py3 |
Inferentia PyTorch (DLC)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='inferentia-pytorch',region='ap-east-1',version='1.9',py_version='py3')| Registry path | Version | Job types (image scope) | Processor types | Python versions |
|---|---|---|---|---|
110948597952.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-neo-pytorch:<tag> |
1.9 | inference | inf | py3 |
110948597952.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-neo-pytorch:<tag> |
1.8 | inference | inf | py3 |
110948597952.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-neo-pytorch:<tag> |
1.7 | inference | inf | py3 |
K-Means (algorithm)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='kmeans',region='ap-east-1')| Registry path | Version | Job types (image scope) |
|---|---|---|
286214385809.dkr.ecr.ap-east-1.amazonaws.com/kmeans:<tag> |
1 | inference, training |
KNN (algorithm)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='knn',region='ap-east-1')| Registry path | Version | Job types (image scope) |
|---|---|---|
286214385809.dkr.ecr.ap-east-1.amazonaws.com/knn:<tag> |
1 | inference, training |
Linear Learner (algorithm)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='linear-learner',region='ap-east-1')| Registry path | Version | Job types (image scope) |
|---|---|---|
286214385809.dkr.ecr.ap-east-1.amazonaws.com/linear-learner:<tag> |
1 | inference, training |
MXNet (DLC)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='mxnet',region='ap-east-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 |
|---|---|---|---|---|
871362719292.dkr.ecr.ap-east-1.amazonaws.com/mxnet-training:<tag> |
1.9.0 | training | CPU, GPU | py38 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/mxnet-inference:<tag> |
1.9.0 | inference | CPU, GPU | py38 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/mxnet-training:<tag> |
1.8.0 | training | CPU, GPU | py37 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/mxnet-inference:<tag> |
1.8.0 | inference | CPU, GPU | py37 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/mxnet-training:<tag> |
1.7.0 | training | CPU, GPU | py3 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/mxnet-inference:<tag> |
1.7.0 | inference | CPU, GPU | py3 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/mxnet-inference-eia:<tag> |
1.7.0 | eia | CPU | py3 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/mxnet-training:<tag> |
1.6.0 | training | CPU, GPU | py2, py3 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/mxnet-inference:<tag> |
1.6.0 | inference | CPU, GPU | py2, py3 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/mxnet-inference-eia:<tag> |
1.5.1 | eia | CPU | py2, py3 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-mxnet:<tag> |
1.4.1 | training | CPU, GPU | py2 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/mxnet-training:<tag> |
1.4.1 | training | CPU, GPU | py3 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-mxnet-serving:<tag> |
1.4.1 | inference | CPU, GPU | py2 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/mxnet-inference:<tag> |
1.4.1 | inference | CPU, GPU | py3 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/mxnet-inference-eia:<tag> |
1.4.1 | eia | CPU | py2, py3 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-mxnet:<tag> |
1.4.0 | training | CPU, GPU | py2, py3 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-mxnet-serving:<tag> |
1.4.0 | inference | CPU, GPU | py2, py3 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-mxnet-serving-eia:<tag> |
1.4.0 | eia | CPU | py2, py3 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-mxnet:<tag> |
1.3.0 | training | CPU, GPU | py2, py3 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-mxnet:<tag> |
1.3.0 | inference | CPU, GPU | py2, py3 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-mxnet-eia:<tag> |
1.3.0 | eia | CPU | py2, py3 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-mxnet:<tag> |
1.2.1 | training | CPU, GPU | py2, py3 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-mxnet:<tag> |
1.2.1 | inference | CPU, GPU | py2, py3 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-mxnet:<tag> |
1.1.0 | training | CPU, GPU | py2, py3 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-mxnet:<tag> |
1.1.0 | inference | CPU, GPU | py2, py3 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-mxnet:<tag> |
1.0.0 | training | CPU, GPU | py2, py3 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-mxnet:<tag> |
1.0.0 | inference | CPU, GPU | py2, py3 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-mxnet:<tag> |
0.12.1 | training | CPU, GPU | py2, py3 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-mxnet:<tag> |
0.12.1 | inference | CPU, GPU | py2, py3 |
MXNet Coach (DLC)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='coach-mxnet',region='ap-east-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 |
|---|---|---|---|---|
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-rl-mxnet:coach0.11.0-<tag> |
0.11.0 | training | CPU, GPU | py3 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-rl-mxnet:coach0.11-<tag> |
0.11 | training | CPU, GPU | py3 |
Model Monitor (algorithm)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='model-monitor',region='ap-east-1')| Registry path | Version | Job types (image scope) |
|---|---|---|
001633400207.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-model-monitor-analyzer:<tag> |
monitoring |
NTM (algorithm)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='ntm',region='ap-east-1')| Registry path | Version | Job types (image scope) |
|---|---|---|
286214385809.dkr.ecr.ap-east-1.amazonaws.com/ntm:<tag> |
1 | inference, training |
Neo Image Classification (algorithm)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='image-classification-neo',region='ap-east-1')| Registry path | Version | Job types (image scope) |
|---|---|---|
110948597952.dkr.ecr.ap-east-1.amazonaws.com/image-classification-neo:<tag> |
latest | inference |
Neo MXNet (DLC)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='neo-mxnet',region='ap-east-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 |
|---|---|---|---|---|
110948597952.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-inference-mxnet:<tag> |
1.8 | inference | CPU, GPU | py3 |
Neo PyTorch (DLC)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='neo-pytorch',region='ap-east-1',version='1.6',image_scope='inference',instance_type='ml.c5.4xlarge')| Registry path | Version | Job types (image scope) | Processor types | Python versions |
|---|---|---|---|---|
110948597952.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-inference-pytorch:<tag> |
1.13 | inference | CPU, GPU | py3 |
110948597952.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-inference-pytorch:<tag> |
1.12 | inference | CPU, GPU | py3 |
110948597952.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-inference-pytorch:<tag> |
1.8 | inference | CPU, GPU | py3 |
110948597952.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-inference-pytorch:<tag> |
1.7 | inference | CPU, GPU | py3 |
110948597952.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-inference-pytorch:<tag> |
1.6 | inference | CPU, GPU | py3 |
110948597952.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-inference-pytorch:<tag> |
1.5 | inference | CPU, GPU | py3 |
110948597952.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-inference-pytorch:<tag> |
1.4 | inference | CPU, GPU | py3 |
Neo Tensorflow (DLC)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='neo-tensorflow',region='ap-east-1',version='1.15.3',py_version='py3',instance_type='ml.c5.4xlarge')| Registry path | Version | Job types (image scope) | Processor types | Python versions |
|---|---|---|---|---|
110948597952.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-inference-tensorflow:<tag> |
2.9.2 | inference | CPU, GPU | py3 |
110948597952.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-inference-tensorflow:<tag> |
1.15.3 | inference | CPU, GPU | py3 |
Neo XGBoost (algorithm)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='xgboost-neo',region='ap-east-1')| Registry path | Version | Job types (image scope) |
|---|---|---|
110948597952.dkr.ecr.ap-east-1.amazonaws.com/xgboost-neo:<tag> |
latest | inference |
Object Detection (algorithm)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='object-detection',region='ap-east-1')| Registry path | Version | Job types (image scope) |
|---|---|---|
286214385809.dkr.ecr.ap-east-1.amazonaws.com/object-detection:<tag> |
1 | inference, training |
Object2Vec (algorithm)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='object2vec',region='ap-east-1')| Registry path | Version | Job types (image scope) |
|---|---|---|
286214385809.dkr.ecr.ap-east-1.amazonaws.com/object2vec:<tag> |
1 | inference, training |
PCA (algorithm)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='pca',region='ap-east-1')| Registry path | Version | Job types (image scope) |
|---|---|---|
286214385809.dkr.ecr.ap-east-1.amazonaws.com/pca:<tag> |
1 | inference, training |
PyTorch (DLC)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='pytorch',region='ap-east-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 |
|---|---|---|---|---|
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference:<tag> |
2.0.0 | inference | CPU, GPU | py310 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference-graviton:<tag> |
2.0.0 | inference_graviton | CPU | py310 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-training:<tag> |
2.0.0 | training | CPU, GPU | py310 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference:<tag> |
1.13.1 | inference | CPU, GPU | py39 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-training:<tag> |
1.13.1 | training | CPU, GPU | py39 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference:<tag> |
1.12.1 | inference | CPU, GPU | py38 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference-graviton:<tag> |
1.12.1 | inference_graviton | CPU | py38 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-training:<tag> |
1.12.1 | training | CPU, GPU | py38 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference:<tag> |
1.12.0 | inference | CPU, GPU | py38 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-training:<tag> |
1.12.0 | training | CPU, GPU | py38 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference:<tag> |
1.11.0 | inference | CPU, GPU | py38 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-training:<tag> |
1.11.0 | training | CPU, GPU | py38 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference:<tag> |
1.10.2 | inference | CPU, GPU | py38 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-training:<tag> |
1.10.2 | training | CPU, GPU | py38 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference:<tag> |
1.10.0 | inference | CPU, GPU | py38 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-training:<tag> |
1.10.0 | training | CPU, GPU | py38 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference:<tag> |
1.9.1 | inference | CPU, GPU | py38 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-training:<tag> |
1.9.1 | training | CPU, GPU | py38 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference:<tag> |
1.9.0 | inference | CPU, GPU | py38 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-training:<tag> |
1.9.0 | training | CPU, GPU | py38 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference:<tag> |
1.8.1 | inference | CPU, GPU | py3, py36 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-training:<tag> |
1.8.1 | training | CPU, GPU | py3, py36 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference:<tag> |
1.8.0 | inference | CPU, GPU | py3, py36 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-training:<tag> |
1.8.0 | training | CPU, GPU | py3, py36 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference:<tag> |
1.7.1 | inference | CPU, GPU | py3, py36 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-training:<tag> |
1.7.1 | training | CPU, GPU | py3, py36 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference:<tag> |
1.6.0 | inference | CPU, GPU | py3, py36 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-training:<tag> |
1.6.0 | training | CPU, GPU | py3, py36 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference:<tag> |
1.5.0 | inference | CPU, GPU | py3 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-training:<tag> |
1.5.0 | training | CPU, GPU | py3 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference:<tag> |
1.4.0 | inference | CPU, GPU | py3 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-training:<tag> |
1.4.0 | training | CPU, GPU | py2, py3 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference:<tag> |
1.3.1 | inference | CPU, GPU | py2, py3 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-training:<tag> |
1.3.1 | training | CPU, GPU | py2, py3 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-inference:<tag> |
1.2.0 | inference | CPU, GPU | py2, py3 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-training:<tag> |
1.2.0 | training | CPU, GPU | py2, py3 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-pytorch:<tag> |
1.1.0 | inference | CPU, GPU | py2, py3 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-pytorch:<tag> |
1.1.0 | training | CPU, GPU | py2, py3 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-pytorch:<tag> |
1.0.0 | inference | CPU, GPU | py2, py3 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-pytorch:<tag> |
1.0.0 | training | CPU, GPU | py2, py3 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-pytorch:<tag> |
0.4.0 | inference | CPU, GPU | py2, py3 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-pytorch:<tag> |
0.4.0 | training | CPU, GPU | py2, py3 |
PyTorch Neuron (DLC)
SageMaker AI 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 |
|---|---|---|---|---|
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-training-neuron:<tag> |
1.11.0 | training | TRN | py38 |
PyTorch Training Compiler (DLC)
SageMaker AI 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 |
|---|---|---|---|---|
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-trcomp-training:<tag> |
1.13.1 | training | GPU | py39 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/pytorch-trcomp-training:<tag> |
1.12.0 | training | GPU | py38 |
Random Cut Forest (algorithm)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='randomcutforest',region='ap-east-1')| Registry path | Version | Job types (image scope) |
|---|---|---|
286214385809.dkr.ecr.ap-east-1.amazonaws.com/randomcutforest:<tag> |
1 | inference, training |
Scikit-learn (algorithm)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='sklearn',region='ap-east-1',version='0.23-1',image_scope='inference')| Registry path | Version | Package version | Job types (image scope) |
|---|---|---|---|
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> |
1.2-1 | 1.2.1 | inference |
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> |
1.2-1 | 1.2.1 | training |
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> |
1.0-1 | 1.0.2 | inference |
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> |
1.0-1 | 1.0.2 | training |
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> |
1.0-1 | 1.0.2 | inference_graviton |
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> |
0.23-1 | 0.23.2 | inference |
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> |
0.23-1 | 0.23.2 | training |
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> |
0.20.0 | 0.20.0 | inference |
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-scikit-learn:<tag> |
0.20.0 | 0.20.0 | training |
Semantic Segmentation (algorithm)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='semantic-segmentation',region='ap-east-1')| Registry path | Version | Job types (image scope) |
|---|---|---|
286214385809.dkr.ecr.ap-east-1.amazonaws.com/semantic-segmentation:<tag> |
1 | inference, training |
Seq2Seq (algorithm)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='seq2seq',region='ap-east-1')| Registry path | Version | Job types (image scope) |
|---|---|---|
286214385809.dkr.ecr.ap-east-1.amazonaws.com/seq2seq:<tag> |
1 | inference, training |
Spark (algorithm)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='spark',region='ap-east-1',version='3.0',image_scope='processing')| Registry path | Version | Job types (image scope) |
|---|---|---|
732049463269.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-spark-processing:<tag> |
3.2 | processing |
732049463269.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-spark-processing:<tag> |
3.1 | processing |
732049463269.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-spark-processing:<tag> |
3.0 | processing |
732049463269.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-spark-processing:<tag> |
2.4 | processing |
SparkML Serving (algorithm)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='sparkml-serving',region='ap-east-1',version='2.4')| Registry path | Version | Job types (image scope) |
|---|---|---|
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-sparkml-serving:<tag> |
3.3 | inference |
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-sparkml-serving:<tag> |
2.4 | inference |
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-sparkml-serving:<tag> |
2.2 | inference |
Tensorflow (DLC)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='tensorflow',region='ap-east-1',version='1.12.0',image_scope='inference',instance_type='ml.c5.4xlarge')| Registry path | Version | Job types (image scope) | Processor types | Python versions |
|---|---|---|---|---|
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.12.1 | inference | CPU, GPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> |
2.12.0 | training | CPU, GPU | py310 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.11.1 | inference | CPU, GPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.11.0 | inference | CPU, GPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> |
2.11.0 | training | CPU, GPU | py39 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.10.1 | inference | CPU, GPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> |
2.10.1 | training | CPU, GPU | py39 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.10.0 | inference | CPU, GPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.9.3 | inference | CPU, GPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.9.2 | inference | CPU, GPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> |
2.9.2 | training | CPU, GPU | py39 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference-graviton:<tag> |
2.9.1 | inference_graviton | CPU | py38 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.8.4 | inference | CPU, GPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.8.0 | inference | CPU, GPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> |
2.8.0 | training | CPU, GPU | py39 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> |
2.7.1 | training | CPU, GPU | py38 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.7.0 | inference | CPU, GPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.6.3 | inference | CPU, GPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> |
2.6.3 | training | CPU, GPU | py38 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> |
2.6.2 | training | CPU, GPU | py38 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.6.0 | inference | CPU, GPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> |
2.6.0 | training | CPU, GPU | py38 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.5.1 | inference | CPU, GPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> |
2.5.1 | training | CPU, GPU | py37 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> |
2.5.0 | training | CPU, GPU | py37 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.4.3 | inference | CPU, GPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> |
2.4.3 | training | CPU, GPU | py37 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.4.1 | inference | CPU, GPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> |
2.4.1 | training | CPU, GPU | py37 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.3.2 | inference | CPU, GPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> |
2.3.2 | training | CPU, GPU | py37 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.3.1 | inference | CPU, GPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> |
2.3.1 | training | CPU, GPU | py37 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference-eia:<tag> |
2.3.0 | eia | CPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.3.0 | inference | CPU, GPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> |
2.3.0 | training | CPU, GPU | py37 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.2.2 | inference | CPU, GPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> |
2.2.2 | training | CPU, GPU | py37 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.2.1 | inference | CPU, GPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> |
2.2.1 | training | CPU, GPU | py37 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.2.0 | inference | CPU, GPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> |
2.2.0 | training | CPU, GPU | py37 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.1.3 | inference | CPU, GPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> |
2.1.3 | training | CPU, GPU | py3 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.1.2 | inference | CPU, GPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> |
2.1.2 | training | CPU, GPU | py3 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.1.1 | inference | CPU, GPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> |
2.1.1 | training | CPU, GPU | py2, py3 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.1.0 | inference | CPU, GPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> |
2.1.0 | training | CPU, GPU | py2, py3 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.0.4 | inference | CPU, GPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> |
2.0.4 | training | CPU, GPU | py3 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.0.3 | inference | CPU, GPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> |
2.0.3 | training | CPU, GPU | py3 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.0.2 | inference | CPU, GPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> |
2.0.2 | training | CPU, GPU | py2, py3 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.0.1 | inference | CPU, GPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> |
2.0.1 | training | CPU, GPU | py2, py3 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference-eia:<tag> |
2.0.0 | eia | CPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
2.0.0 | inference | CPU, GPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> |
2.0.0 | training | CPU, GPU | py2, py3 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
1.15.5 | inference | CPU, GPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> |
1.15.5 | training | CPU, GPU | py3, py36, py37 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
1.15.4 | inference | CPU, GPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> |
1.15.4 | training | CPU, GPU | py3, py36, py37 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
1.15.3 | inference | CPU, GPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> |
1.15.3 | training | CPU, GPU | py2, py3, py37 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
1.15.2 | inference | CPU, GPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> |
1.15.2 | training | CPU, GPU | py2, py3, py37 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference-eia:<tag> |
1.15.0 | eia | CPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
1.15.0 | inference | CPU, GPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> |
1.15.0 | training | CPU, GPU | py2, py3 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference-eia:<tag> |
1.14.0 | eia | CPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
1.14.0 | inference | CPU, GPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> |
1.14.0 | training | CPU, GPU | py2, py3 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow-scriptmode:<tag> |
1.13.1 | training | CPU, GPU | py2 |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-training:<tag> |
1.13.1 | training | CPU, GPU | py3 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow-serving-eia:<tag> |
1.13.0 | eia | CPU | - |
871362719292.dkr.ecr.ap-east-1.amazonaws.com/tensorflow-inference:<tag> |
1.13.0 | inference | CPU, GPU | - |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow-serving-eia:<tag> |
1.12.0 | eia | CPU | - |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow-serving:<tag> |
1.12.0 | inference | CPU, GPU | - |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow-scriptmode:<tag> |
1.12.0 | training | CPU, GPU | py2, py3 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow-serving-eia:<tag> |
1.11.0 | eia | CPU | - |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow-serving:<tag> |
1.11.0 | inference | CPU, GPU | - |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow-scriptmode:<tag> |
1.11.0 | training | CPU, GPU | py2, py3 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow-eia:<tag> |
1.10.0 | eia | CPU | py2 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow:<tag> |
1.10.0 | inference | CPU, GPU | py2 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow:<tag> |
1.10.0 | training | CPU, GPU | py2 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow:<tag> |
1.9.0 | inference | CPU, GPU | py2 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow:<tag> |
1.9.0 | training | CPU, GPU | py2 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow:<tag> |
1.8.0 | inference | CPU, GPU | py2 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow:<tag> |
1.8.0 | training | CPU, GPU | py2 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow:<tag> |
1.7.0 | inference | CPU, GPU | py2 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow:<tag> |
1.7.0 | training | CPU, GPU | py2 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow:<tag> |
1.6.0 | inference | CPU, GPU | py2 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow:<tag> |
1.6.0 | training | CPU, GPU | py2 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow:<tag> |
1.5.0 | inference | CPU, GPU | py2 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow:<tag> |
1.5.0 | training | CPU, GPU | py2 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow:<tag> |
1.4.1 | inference | CPU, GPU | py2 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-tensorflow:<tag> |
1.4.1 | training | CPU, GPU | py2 |
Tensorflow Coach (DLC)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='coach-tensorflow',region='ap-east-1',version='1.0.0',image_scope='training',instance_type='ml.c5.4xlarge')| Registry path | Version | Job types (image scope) | Processor types | Python versions |
|---|---|---|---|---|
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.11.1-<tag> |
0.11.1 | training | CPU, GPU | py3 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.11.0-<tag> |
0.11.0 | training | CPU, GPU | py3 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.11-<tag> |
0.11 | training | CPU, GPU | py3 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.10.1-<tag> |
0.10.1 | training | CPU, GPU | py3 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.10-<tag> |
0.10 | training | CPU, GPU | py3 |
Tensorflow Inferentia (DLC)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='inferentia-tensorflow',region='ap-east-1',version='1.15.0',instance_type='ml.inf1.6xlarge')| Registry path | Version | Job types (image scope) | Processor types | Python versions |
|---|---|---|---|---|
110948597952.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-neo-tensorflow:<tag> |
2.5.2 | inference | inf | py3 |
110948597952.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-neo-tensorflow:<tag> |
1.15.0 | inference | inf | py3 |
Tensorflow Ray (DLC)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='ray-tensorflow',region='ap-east-1',version='0.8.5',instance_type='ml.c5.4xlarge')| Registry path | Version | Job types (image scope) | Processor types | Python versions |
|---|---|---|---|---|
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.6.5-<tag> |
0.6.5 | training | CPU, GPU | py3 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.6-<tag> |
0.6 | training | CPU, GPU | py3 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.5.3-<tag> |
0.5.3 | training | CPU, GPU | py3 |
057415533634.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.5-<tag> |
0.5 | training | CPU, GPU | py3 |
XGBoost (algorithm)
SageMaker AI Python SDK example to retrieve registry path.
from sagemaker import image_uris
image_uris.retrieve(framework='xgboost',region='ap-east-1',version='1.5-1')| Registry path | Version | Package version | Job types (image scope) |
|---|---|---|---|
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.7-1 | 1.7.4 | inference |
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.7-1 | 1.7.4 | training |
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.5-1 | 1.5.2 | inference |
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.5-1 | 1.5.2 | training |
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.5-1 | 1.5.2 | inference_graviton |
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.3-1 | 1.3.3 | inference |
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.3-1 | 1.3.3 | training |
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.3-1 | 1.3.3 | inference_graviton |
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.2-2 | 1.2.0 | inference |
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.2-2 | 1.2.0 | training |
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.2-1 | 1.2.0 | inference |
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.2-1 | 1.2.0 | training |
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.0-1 | 1.0.0 | inference |
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.0-1 | 1.0.0 | training |
286214385809.dkr.ecr.ap-east-1.amazonaws.com/xgboost:<tag> |
1 | 0.72 | inference |
286214385809.dkr.ecr.ap-east-1.amazonaws.com/xgboost:<tag> |
1 | 0.72 | training |
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-xgboost:<tag> |
0.90-2 | 0.90 | inference |
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-xgboost:<tag> |
0.90-2 | 0.90 | training |
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-xgboost:<tag> |
0.90-1 | 0.90 | inference |
651117190479.dkr.ecr.ap-east-1.amazonaws.com/sagemaker-xgboost:<tag> |
0.90-1 | 0.90 | training |
