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非洲（开普敦）(af-south-1) 的 Docker 注册表路径和示例代码
以下主题列出了 Amazon A SageMaker I 在本文中提供的每种算法和深度学习容器的参数 Amazon Web Services 区域。
主题
AutoGluon （算法）
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='autogluon',region='af-south-1',image_scope='inference',version='0.4')
| 注册表路径 | 版本 | 作业类型（映像范围） |
|---|---|---|
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> |
1.3.0 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> |
1.3.0 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> |
1.2.0 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> |
1.2.0 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> |
1.1.1 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> |
1.1.1 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> |
1.1.0 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> |
1.1.0 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> |
1.0.0 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> |
1.0.0 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> |
0.8.2 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> |
0.8.2 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> |
0.7.0 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> |
0.7.0 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> |
0.6.2 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> |
0.6.2 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> |
0.6.1 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> |
0.6.1 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> |
0.5.2 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> |
0.5.2 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> |
0.4.3 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> |
0.4.3 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> |
0.4.2 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> |
0.4.2 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> |
0.4.0 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> |
0.4.0 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> |
0.3.2 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> |
0.3.2 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-training:<tag> |
0.3.1 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/autogluon-inference:<tag> |
0.3.1 | 推理 |
BlazingText （算法）
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='blazingtext',region='af-south-1')
| 注册表路径 | 版本 | 作业类型（映像范围） |
|---|---|---|
455444449433.dkr.ecr.af-south-1.amazonaws.com/blazingtext:<tag> |
1 | 推理、训练 |
Chainer (DLC)
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='chainer',region='af-south-1',version='5.0.0',py_version='py3',image_scope='inference',instance_type='ml.c5.4xlarge')
| 注册表路径 | 版本 | 作业类型（映像范围） | 处理器类型 | Python 版本 |
|---|---|---|---|---|
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-chainer:<tag> |
5.0.0 | 推理、训练 | CPU，GPU | py2、py3 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-chainer:<tag> |
4.1.0 | 推理、训练 | CPU，GPU | py2、py3 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-chainer:<tag> |
4.0.0 | 推理、训练 | CPU，GPU | py2、py3 |
Clarify（算法）
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='clarify',region='af-south-1',version='1.0',image_scope='processing')
| 注册表路径 | 版本 | 作业类型（映像范围） |
|---|---|---|
811711786498.dkr.ecr.af-south-1.amazonaws.com/sagemaker-clarify-processing:<tag> |
1.0 | 处理 |
DJL DeepSpeed （算法）
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='djl-deepspeed', region='us-west-2',py_version='py3',image_scope='inference')
| 注册表路径 | 版本 | 作业类型（映像范围） |
|---|---|---|
626614931356.dkr.ecr.af-south-1.amazonaws.com/djl-inference: 0.27.0-deepseed0.12.6-cu121-<tag> |
0.27.0 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/djl-inference: 0.26.0-deepseed0.12.6-cu121-<tag> |
0.26.0 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/djl-inference: 0.25.0-deepseed0.11.0-cu118-<tag> |
0.25.0 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/djl-inference: 0.24.0-deepseed0.10.0-cu118-<tag> |
0.24.0 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/djl-inference: 0.23.0-deepseed0.9.5-cu118-<tag> |
0.23.0 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/djl-inference: 0.22.1-deepseed0.9.2-cu118-<tag> |
0.22.1 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/djl-inference: 0.21.0-deepseed0.8.3-cu117-<tag> |
0.21.0 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/djl-inference: 0.20.0-deepseed0.7.5-cu116-<tag> |
0.20.0 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/djl-inference: 0.19.0-deepseed0.7.3-cu113-<tag> |
0.19.0 | 推理 |
Data Wrangler（算法）
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='data-wrangler',region='af-south-1')
| 注册表路径 | 版本 | 作业类型（映像范围） |
|---|---|---|
143210264188.dkr.ecr.af-south-1.amazonaws.com/sagemaker-data-wrangler-container:<tag> |
3.x | 处理 |
143210264188.dkr.ecr.af-south-1.amazonaws.com/sagemaker-data-wrangler-container:<tag> |
2.x | 处理 |
143210264188.dkr.ecr.af-south-1.amazonaws.com/sagemaker-data-wrangler-container:<tag> |
1.x | 处理 |
调试器（算法）
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='debugger',region='af-south-1')
| 注册表路径 | 版本 | 作业类型（映像范围） |
|---|---|---|
314341159256.dkr.ecr.af-south-1.amazonaws.com/sagemaker-debugger-rules:<tag> |
最新 | 调试器 |
DeepAR 预测（算法）
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='forecasting-deepar',region='af-south-1')
| 注册表路径 | 版本 | 作业类型（映像范围） |
|---|---|---|
455444449433.dkr.ecr.af-south-1.amazonaws.com/forecasting-deepar:<tag> |
1 | 推理、训练 |
因子分解机（算法）
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='factorization-machines',region='af-south-1')
| 注册表路径 | 版本 | 作业类型（映像范围） |
|---|---|---|
455444449433.dkr.ecr.af-south-1.amazonaws.com/factorization-machines:<tag> |
1 | 推理、训练 |
Hugging Face（算法）
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='huggingface',region='af-south-1',version='4.4.2',image_scope='training',base_framework_version='tensorflow2.4.1')
| 注册表路径 | 版本 | 作业类型（映像范围） |
|---|---|---|
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.49.0 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> |
4.49.0 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.48.0 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> |
4.48.0 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.46.1 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> |
4.37.0 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.36.0 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.28.1 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> |
4.28.1 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.26.0 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> |
4.26.0 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-inference:<tag> |
4.26.0 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.17.0 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-training:<tag> |
4.17.0 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> |
4.17.0 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-inference:<tag> |
4.17.0 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.12.3 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-training:<tag> |
4.12.3 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> |
4.12.3 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-inference:<tag> |
4.12.3 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.11.0 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-training:<tag> |
4.11.0 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> |
4.11.0 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-inference:<tag> |
4.11.0 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.10.2 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.10.2 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-training:<tag> |
4.10.2 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-training:<tag> |
4.10.2 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> |
4.10.2 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> |
4.10.2 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-inference:<tag> |
4.10.2 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-inference:<tag> |
4.10.2 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.6.1 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.6.1 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.6.1 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-training:<tag> |
4.6.1 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-inference:<tag> |
4.6.1 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-inference:<tag> |
4.6.1 | 推理 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.5.0 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-training:<tag> |
4.5.0 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-training:<tag> |
4.4.2 | 训练 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-tensorflow-training:<tag> |
4.4.2 | 训练 |
IP 洞察（算法）
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='ipinsights',region='af-south-1')
| 注册表路径 | 版本 | 作业类型（映像范围） |
|---|---|---|
455444449433.dkr.ecr.af-south-1.amazonaws.com/ipinsights:<tag> |
1 | 推理、训练 |
图像分类（算法）
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='image-classification',region='af-south-1')
| 注册表路径 | 版本 | 作业类型（映像范围） |
|---|---|---|
455444449433.dkr.ecr.af-south-1.amazonaws.com/image-classification:<tag> |
1 | 推理、训练 |
推理 (DLC MXNet )
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='inferentia-mxnet',region='af-south-1',version='1.5.1',instance_type='ml.inf1.6xlarge')
| 注册表路径 | 版本 | 作业类型（映像范围） | 处理器类型 | Python 版本 |
|---|---|---|---|---|
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-neo-mxnet:<tag> |
1.8 | 推理 | inf | py3 |
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-neo-mxnet:<tag> |
1.5.1 | 推理 | inf | py3 |
推理 (DLC PyTorch )
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='inferentia-pytorch',region='af-south-1',version='1.9',py_version='py3')
| 注册表路径 | 版本 | 作业类型（映像范围） | 处理器类型 | Python 版本 |
|---|---|---|---|---|
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-neo-pytorch:<tag> |
1.9 | 推理 | inf | py3 |
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-neo-pytorch:<tag> |
1.8 | 推理 | inf | py3 |
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-neo-pytorch:<tag> |
1.7 | 推理 | inf | py3 |
K-Means（算法）
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='kmeans',region='af-south-1')
| 注册表路径 | 版本 | 作业类型（映像范围） |
|---|---|---|
455444449433.dkr.ecr.af-south-1.amazonaws.com/kmeans:<tag> |
1 | 推理、训练 |
KNN（算法）
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='knn',region='af-south-1')
| 注册表路径 | 版本 | 作业类型（映像范围） |
|---|---|---|
455444449433.dkr.ecr.af-south-1.amazonaws.com/knn:<tag> |
1 | 推理、训练 |
线性学习器（算法）
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='linear-learner',region='af-south-1')
| 注册表路径 | 版本 | 作业类型（映像范围） |
|---|---|---|
455444449433.dkr.ecr.af-south-1.amazonaws.com/linear-learner:<tag> |
1 | 推理、训练 |
MXNet (DLC)
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='mxnet',region='af-south-1',version='1.4.1',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge')
| 注册表路径 | 版本 | 作业类型（映像范围） | 处理器类型 | Python 版本 |
|---|---|---|---|---|
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-training:<tag> |
1.9.0 | 训练 | CPU，GPU | py38 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-inference:<tag> |
1.9.0 | 推理 | CPU，GPU | py38 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-training:<tag> |
1.8.0 | 训练 | CPU，GPU | py37 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-inference:<tag> |
1.8.0 | 推理 | CPU，GPU | py37 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-training:<tag> |
1.7.0 | 训练 | CPU，GPU | py3 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-inference:<tag> |
1.7.0 | 推理 | CPU，GPU | py3 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-inference-eia:<tag> |
1.7.0 | eia | CPU | py3 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-training:<tag> |
1.6.0 | 训练 | CPU，GPU | py2、py3 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-inference:<tag> |
1.6.0 | 推理 | CPU，GPU | py2、py3 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-inference-eia:<tag> |
1.5.1 | eia | CPU | py2、py3 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet:<tag> |
1.4.1 | 训练 | CPU，GPU | py2 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-training:<tag> |
1.4.1 | 训练 | CPU，GPU | py3 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet-serving:<tag> |
1.4.1 | 推理 | CPU，GPU | py2 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-inference:<tag> |
1.4.1 | 推理 | CPU，GPU | py3 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/mxnet-inference-eia:<tag> |
1.4.1 | eia | CPU | py2、py3 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet:<tag> |
1.4.0 | 训练 | CPU，GPU | py2、py3 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet-serving:<tag> |
1.4.0 | 推理 | CPU，GPU | py2、py3 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet-serving-eia:<tag> |
1.4.0 | eia | CPU | py2、py3 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet:<tag> |
1.3.0 | 训练 | CPU，GPU | py2、py3 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet:<tag> |
1.3.0 | 推理 | CPU，GPU | py2、py3 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet-eia:<tag> |
1.3.0 | eia | CPU | py2、py3 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet:<tag> |
1.2.1 | 训练 | CPU，GPU | py2、py3 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet:<tag> |
1.2.1 | 推理 | CPU，GPU | py2、py3 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet:<tag> |
1.1.0 | 训练 | CPU，GPU | py2、py3 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet:<tag> |
1.1.0 | 推理 | CPU，GPU | py2、py3 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet:<tag> |
1.0.0 | 训练 | CPU，GPU | py2、py3 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet:<tag> |
1.0.0 | 推理 | CPU，GPU | py2、py3 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet:<tag> |
0.12.1 | 训练 | CPU，GPU | py2、py3 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-mxnet:<tag> |
0.12.1 | 推理 | CPU，GPU | py2、py3 |
MXNet 教练 (DLC)
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='coach-mxnet',region='af-south-1',version='0.11',py_version='py3',image_scope='training',instance_type='ml.c5.4xlarge')
| 注册表路径 | 版本 | 作业类型（映像范围） | 处理器类型 | Python 版本 |
|---|---|---|---|---|
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-rl-mxnet:coach0.11.0-<tag> |
0.11.0 | 训练 | CPU，GPU | py3 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-rl-mxnet:coach0.11-<tag> |
0.11 | 训练 | CPU，GPU | py3 |
Model Monitor（算法）
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='model-monitor',region='af-south-1')
| 注册表路径 | 版本 | 作业类型（映像范围） |
|---|---|---|
875698925577.dkr.ecr.af-south-1.amazonaws.com/sagemaker-model-monitor-analyzer:<tag> |
监控 |
NTM（算法）
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='ntm',region='af-south-1')
| 注册表路径 | 版本 | 作业类型（映像范围） |
|---|---|---|
455444449433.dkr.ecr.af-south-1.amazonaws.com/ntm:<tag> |
1 | 推理、训练 |
Neo Image Classification（算法）
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='image-classification-neo',region='af-south-1')
| 注册表路径 | 版本 | 作业类型（映像范围） |
|---|---|---|
774647643957.dkr.ecr.af-south-1.amazonaws.com/image-classification-neo:<tag> |
最新 | 推理 |
Neo MXNet (DLC)
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='neo-mxnet',region='af-south-1',version='1.8',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge')
| 注册表路径 | 版本 | 作业类型（映像范围） | 处理器类型 | Python 版本 |
|---|---|---|---|---|
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-inference-mxnet:<tag> |
1.8 | 推理 | CPU，GPU | py3 |
Neo PyTorch (DLC)
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='neo-pytorch',region='af-south-1',version='1.6',image_scope='inference',instance_type='ml.c5.4xlarge')
| 注册表路径 | 版本 | 作业类型（映像范围） | 处理器类型 | Python 版本 |
|---|---|---|---|---|
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> |
2.0 | 推理 | CPU，GPU | py3 |
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> |
1.13 | 推理 | CPU，GPU | py3 |
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> |
1.12 | 推理 | CPU，GPU | py3 |
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> |
1.8 | 推理 | CPU，GPU | py3 |
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> |
1.7 | 推理 | CPU，GPU | py3 |
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> |
1.6 | 推理 | CPU，GPU | py3 |
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> |
1.5 | 推理 | CPU，GPU | py3 |
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-inference-pytorch:<tag> |
1.4 | 推理 | CPU，GPU | py3 |
Neo Tensorflow (DLC)
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='neo-tensorflow',region='af-south-1',version='1.15.3',py_version='py3',instance_type='ml.c5.4xlarge')
| 注册表路径 | 版本 | 作业类型（映像范围） | 处理器类型 | Python 版本 |
|---|---|---|---|---|
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-inference-tensorflow:<tag> |
2.9.2 | 推理 | CPU，GPU | py3 |
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-inference-tensorflow:<tag> |
1.15.3 | 推理 | CPU，GPU | py3 |
Neo XGBoost （算法）
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='xgboost-neo',region='af-south-1')
| 注册表路径 | 版本 | 作业类型（映像范围） |
|---|---|---|
774647643957.dkr.ecr.af-south-1.amazonaws.com/xgboost-neo:<tag> |
最新 | 推理 |
对象检测（算法）
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='object-detection',region='af-south-1')
| 注册表路径 | 版本 | 作业类型（映像范围） |
|---|---|---|
455444449433.dkr.ecr.af-south-1.amazonaws.com/object-detection:<tag> |
1 | 推理、训练 |
Object2Vec（算法）
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='object2vec',region='af-south-1')
| 注册表路径 | 版本 | 作业类型（映像范围） |
|---|---|---|
455444449433.dkr.ecr.af-south-1.amazonaws.com/object2vec:<tag> |
1 | 推理、训练 |
PCA（算法）
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='pca',region='af-south-1')
| 注册表路径 | 版本 | 作业类型（映像范围） |
|---|---|---|
455444449433.dkr.ecr.af-south-1.amazonaws.com/pca:<tag> |
1 | 推理、训练 |
PyTorch (DLC)
有关支持和不支持的 PyTorch 版本的信息，请参阅 Dee Amazon p Learning Containers 开发者指南中的框架支持策略表。
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='pytorch',region='af-south-1',version='1.8.0',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge')
| 注册表路径 | 版本 | 作业类型（映像范围） | 处理器类型 | Python 版本 |
|---|---|---|---|---|
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> |
2.7.1 | 训练 | CPU，GPU | py312 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> |
2.6.0 | 推理 | CPU，GPU | py312 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> |
2.6.0 | 训练 | CPU，GPU | py312 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> |
2.5.1 | 推理 | CPU，GPU | py311 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> |
2.5.1 | 训练 | CPU，GPU | py311 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> |
2.4.0 | 推理 | CPU，GPU | py311 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference-graviton:<tag> |
2.4.0 | inference_graviton | CPU | py311 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> |
2.4.0 | 训练 | CPU，GPU | py311 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> |
2.3.0 | 推理 | CPU，GPU | py311 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference-graviton:<tag> |
2.3.0 | inference_graviton | CPU | py311 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> |
2.3.0 | 训练 | CPU，GPU | py311 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference-graviton:<tag> |
2.2.1 | inference_graviton | CPU | py310 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> |
2.2.0 | 推理 | CPU，GPU | py310 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> |
2.2.0 | 训练 | CPU，GPU | py310 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> |
2.1.0 | 推理 | CPU，GPU | py310 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference-graviton:<tag> |
2.1.0 | inference_graviton | CPU | py310 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> |
2.1.0 | 训练 | CPU，GPU | py310 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> |
2.0.1 | 推理 | CPU，GPU | py310 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference-graviton:<tag> |
2.0.1 | inference_graviton | CPU | py310 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> |
2.0.1 | 训练 | CPU，GPU | py310 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> |
2.0.0 | 推理 | CPU，GPU | py310 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference-graviton:<tag> |
2.0.0 | inference_graviton | CPU | py310 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> |
2.0.0 | 训练 | CPU，GPU | py310 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> |
1.13.1 | 推理 | CPU，GPU | py39 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> |
1.13.1 | 训练 | CPU，GPU | py39 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> |
1.12.1 | 推理 | CPU，GPU | py38 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference-graviton:<tag> |
1.12.1 | inference_graviton | CPU | py38 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> |
1.12.1 | 训练 | CPU，GPU | py38 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> |
1.12.0 | 推理 | CPU，GPU | py38 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> |
1.12.0 | 训练 | CPU，GPU | py38 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> |
1.11.0 | 推理 | CPU，GPU | py38 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> |
1.11.0 | 训练 | CPU，GPU | py38 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> |
1.10.2 | 推理 | CPU，GPU | py38 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> |
1.10.2 | 训练 | CPU，GPU | py38 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> |
1.10.0 | 推理 | CPU，GPU | py38 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> |
1.10.0 | 训练 | CPU，GPU | py38 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> |
1.9.1 | 推理 | CPU，GPU | py38 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> |
1.9.1 | 训练 | CPU，GPU | py38 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> |
1.9.0 | 推理 | CPU，GPU | py38 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> |
1.9.0 | 训练 | CPU，GPU | py38 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> |
1.8.1 | 推理 | CPU，GPU | py3、py36 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> |
1.8.1 | 训练 | CPU，GPU | py3、py36 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> |
1.8.0 | 推理 | CPU，GPU | py3、py36 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> |
1.8.0 | 训练 | CPU，GPU | py3、py36 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> |
1.7.1 | 推理 | CPU，GPU | py3、py36 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> |
1.7.1 | 训练 | CPU，GPU | py3、py36 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> |
1.6.0 | 推理 | CPU，GPU | py3、py36 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> |
1.6.0 | 训练 | CPU，GPU | py3、py36 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> |
1.5.0 | 推理 | CPU，GPU | py3、py36 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> |
1.5.0 | 训练 | CPU，GPU | py3、py36 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> |
1.4.0 | 推理 | CPU，GPU | py3、py36 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> |
1.4.0 | 训练 | CPU，GPU | py2、py3、py36 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> |
1.3.1 | 推理 | CPU，GPU | py2、py3 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> |
1.3.1 | 训练 | CPU，GPU | py2、py3 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-inference:<tag> |
1.2.0 | 推理 | CPU，GPU | py2、py3 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-training:<tag> |
1.2.0 | 训练 | CPU，GPU | py2、py3 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-pytorch:<tag> |
1.1.0 | 推理 | CPU，GPU | py2、py3 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-pytorch:<tag> |
1.1.0 | 训练 | CPU，GPU | py2、py3 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-pytorch:<tag> |
1.0.0 | 推理 | CPU，GPU | py2、py3 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-pytorch:<tag> |
1.0.0 | 训练 | CPU，GPU | py2、py3 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-pytorch:<tag> |
0.4.0 | 推理 | CPU，GPU | py2、py3 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-pytorch:<tag> |
0.4.0 | 训练 | CPU，GPU | py2、py3 |
PyTorch 训练编译器 (DLC)
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='pytorch-training-compiler',region='us-west-2', version='py38')
| 注册表路径 | 版本 | 作业类型（映像范围） | 处理器类型 | Python 版本 |
|---|---|---|---|---|
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-trcomp-training:<tag> |
1.13.1 | 训练 | GPU | py39 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/pytorch-trcomp-training:<tag> |
1.12.0 | 训练 | GPU | py38 |
Random Cut Forest（算法）
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='randomcutforest',region='af-south-1')
| 注册表路径 | 版本 | 作业类型（映像范围） |
|---|---|---|
455444449433.dkr.ecr.af-south-1.amazonaws.com/randomcutforest:<tag> |
1 | 推理、训练 |
Scikit-learn（算法）
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='sklearn',region='af-south-1',version='0.23-1',image_scope='inference')
| 注册表路径 | 版本 | 程序包版本 | 作业类型（映像范围） |
|---|---|---|---|
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> |
1.2-1 | 1.2.1 | 推理 |
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> |
1.2-1 | 1.2.1 | 训练 |
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> |
1.0-1 | 1.0.2 | 推理 |
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> |
1.0-1 | 1.0.2 | 训练 |
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> |
1.0-1 | 1.0.2 | inference_graviton |
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> |
0.23-1 | 0.23.2 | 推理 |
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> |
0.23-1 | 0.23.2 | 训练 |
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> |
0.20.0 | 0.20.0 | 推理 |
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-scikit-learn:<tag> |
0.20.0 | 0.20.0 | 训练 |
语义分割（算法）
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='semantic-segmentation',region='af-south-1')
| 注册表路径 | 版本 | 作业类型（映像范围） |
|---|---|---|
455444449433.dkr.ecr.af-south-1.amazonaws.com/semantic-segmentation:<tag> |
1 | 推理、训练 |
Seq2Seq（算法）
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='seq2seq',region='af-south-1')
| 注册表路径 | 版本 | 作业类型（映像范围） |
|---|---|---|
455444449433.dkr.ecr.af-south-1.amazonaws.com/seq2seq:<tag> |
1 | 推理、训练 |
Spark（算法）
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='spark',region='af-south-1',version='3.0',image_scope='processing')
| 注册表路径 | 版本 | 作业类型（映像范围） |
|---|---|---|
309385258863.dkr.ecr.af-south-1.amazonaws.com/sagemaker-spark-processing:<tag> |
3.3 | 处理 |
309385258863.dkr.ecr.af-south-1.amazonaws.com/sagemaker-spark-processing:<tag> |
3.2 | 处理 |
309385258863.dkr.ecr.af-south-1.amazonaws.com/sagemaker-spark-processing:<tag> |
3.1 | 处理 |
309385258863.dkr.ecr.af-south-1.amazonaws.com/sagemaker-spark-processing:<tag> |
3.0 | 处理 |
309385258863.dkr.ecr.af-south-1.amazonaws.com/sagemaker-spark-processing:<tag> |
2.4 | 处理 |
SparkML Serving（算法）
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='sparkml-serving',region='af-south-1',version='2.4')
| 注册表路径 | 版本 | 作业类型（映像范围） |
|---|---|---|
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-sparkml-serving:<tag> |
3.3 | 推理 |
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-sparkml-serving:<tag> |
2.4 | 推理 |
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-sparkml-serving:<tag> |
2.2 | 推理 |
Tensorflow (DLC)
有关支持和不支持的 TensorFlow 版本的信息，请参阅 Dee Amazon p Learning Containers 开发者指南中的框架支持策略表。
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='tensorflow',region='af-south-1',version='1.12.0',image_scope='inference',instance_type='ml.c5.4xlarge')
| 注册表路径 | 版本 | 作业类型（映像范围） | 处理器类型 | Python 版本 |
|---|---|---|---|---|
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
2.19.0 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
2.19.0 | 训练 | CPU，GPU | py312 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
2.18.0 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
2.18.0 | 训练 | CPU，GPU | py310 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
2.16.2 | 训练 | CPU，GPU | py310 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
2.16.1 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference-graviton:<tag> |
2.16.1 | inference_graviton | CPU | py310 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
2.14.1 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference-graviton:<tag> |
2.14.1 | inference_graviton | CPU | py310 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
2.14.1 | 训练 | CPU，GPU | py310 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
2.13.0 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference-graviton:<tag> |
2.13.0 | inference_graviton | CPU | py310 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
2.13.0 | 训练 | CPU，GPU | py310 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
2.12.1 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference-graviton:<tag> |
2.12.1 | inference_graviton | CPU | py310 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
2.12.0 | 训练 | CPU，GPU | py310 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
2.11.1 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
2.11.0 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
2.11.0 | 训练 | CPU，GPU | py39 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
2.10.1 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
2.10.1 | 训练 | CPU，GPU | py39 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
2.10.0 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
2.9.3 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
2.9.2 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
2.9.2 | 训练 | CPU，GPU | py39 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference-graviton:<tag> |
2.9.1 | inference_graviton | CPU | py38 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
2.8.4 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
2.8.0 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
2.8.0 | 训练 | CPU，GPU | py39 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
2.7.1 | 训练 | CPU，GPU | py38 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
2.7.0 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
2.6.3 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
2.6.3 | 训练 | CPU，GPU | py38 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
2.6.2 | 训练 | CPU，GPU | py38 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
2.6.0 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
2.6.0 | 训练 | CPU，GPU | py38 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
2.5.1 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
2.5.1 | 训练 | CPU，GPU | py37 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
2.5.0 | 训练 | CPU，GPU | py37 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
2.4.3 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
2.4.3 | 训练 | CPU，GPU | py37 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
2.4.1 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
2.4.1 | 训练 | CPU，GPU | py37 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
2.3.2 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
2.3.2 | 训练 | CPU，GPU | py37 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
2.3.1 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
2.3.1 | 训练 | CPU，GPU | py37 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference-eia:<tag> |
2.3.0 | eia | CPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
2.3.0 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
2.3.0 | 训练 | CPU，GPU | py37 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
2.2.2 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
2.2.2 | 训练 | CPU，GPU | py37 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
2.2.1 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
2.2.1 | 训练 | CPU，GPU | py37 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
2.2.0 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
2.2.0 | 训练 | CPU，GPU | py37 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
2.1.3 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
2.1.3 | 训练 | CPU，GPU | py3、py36 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
2.1.2 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
2.1.2 | 训练 | CPU，GPU | py3、py36 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
2.1.1 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
2.1.1 | 训练 | CPU，GPU | py2、py3 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
2.1.0 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
2.1.0 | 训练 | CPU，GPU | py2、py3 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
2.0.4 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
2.0.4 | 训练 | CPU，GPU | py3、py36 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
2.0.3 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
2.0.3 | 训练 | CPU，GPU | py3、py36 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
2.0.2 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
2.0.2 | 训练 | CPU，GPU | py2、py3 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
2.0.1 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
2.0.1 | 训练 | CPU，GPU | py2、py3 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference-eia:<tag> |
2.0.0 | eia | CPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
2.0.0 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
2.0.0 | 训练 | CPU，GPU | py2、py3 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
1.15.5 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
1.15.5 | 训练 | CPU，GPU | py3、py36、py37 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
1.15.4 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
1.15.4 | 训练 | CPU，GPU | py3、py36、py37 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
1.15.3 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
1.15.3 | 训练 | CPU，GPU | py2、py3、py37 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
1.15.2 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
1.15.2 | 训练 | CPU，GPU | py2、py3、py37 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference-eia:<tag> |
1.15.0 | eia | CPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
1.15.0 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
1.15.0 | 训练 | CPU，GPU | py2、py3 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference-eia:<tag> |
1.14.0 | eia | CPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
1.14.0 | 推理 | CPU，GPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
1.14.0 | 训练 | CPU，GPU | py2、py3 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow-scriptmode:<tag> |
1.13.1 | 训练 | CPU，GPU | py2 |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-training:<tag> |
1.13.1 | 训练 | CPU，GPU | py3 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow-serving-eia:<tag> |
1.13.0 | eia | CPU | - |
626614931356.dkr.ecr.af-south-1.amazonaws.com/tensorflow-inference:<tag> |
1.13.0 | 推理 | CPU，GPU | - |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow-serving-eia:<tag> |
1.12.0 | eia | CPU | - |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow-serving:<tag> |
1.12.0 | 推理 | CPU，GPU | - |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow-scriptmode:<tag> |
1.12.0 | 训练 | CPU，GPU | py2、py3 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow-serving-eia:<tag> |
1.11.0 | eia | CPU | - |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow-serving:<tag> |
1.11.0 | 推理 | CPU，GPU | - |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow-scriptmode:<tag> |
1.11.0 | 训练 | CPU，GPU | py2、py3 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow-eia:<tag> |
1.10.0 | eia | CPU | py2 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> |
1.10.0 | 推理 | CPU，GPU | py2 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> |
1.10.0 | 训练 | CPU，GPU | py2 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> |
1.9.0 | 推理 | CPU，GPU | py2 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> |
1.9.0 | 训练 | CPU，GPU | py2 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> |
1.8.0 | 推理 | CPU，GPU | py2 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> |
1.8.0 | 训练 | CPU，GPU | py2 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> |
1.7.0 | 推理 | CPU，GPU | py2 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> |
1.7.0 | 训练 | CPU，GPU | py2 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> |
1.6.0 | 推理 | CPU，GPU | py2 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> |
1.6.0 | 训练 | CPU，GPU | py2 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> |
1.5.0 | 推理 | CPU，GPU | py2 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> |
1.5.0 | 训练 | CPU，GPU | py2 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> |
1.4.1 | 推理 | CPU，GPU | py2 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-tensorflow:<tag> |
1.4.1 | 训练 | CPU，GPU | py2 |
Tensorflow Coach (DLC)
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='coach-tensorflow',region='af-south-1',version='1.0.0',image_scope='training',instance_type='ml.c5.4xlarge')
| 注册表路径 | 版本 | 作业类型（映像范围） | 处理器类型 | Python 版本 |
|---|---|---|---|---|
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.11.1-<tag> |
0.11.1 | 训练 | CPU，GPU | py3 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.11.0-<tag> |
0.11.0 | 训练 | CPU，GPU | py3 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.11-<tag> |
0.11 | 训练 | CPU，GPU | py3 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.10.1-<tag> |
0.10.1 | 训练 | CPU，GPU | py3 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-rl-tensorflow:coach0.10-<tag> |
0.10 | 训练 | CPU，GPU | py3 |
Tensorflow Inferentia (DLC)
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='inferentia-tensorflow',region='af-south-1',version='1.15.0',instance_type='ml.inf1.6xlarge')
| 注册表路径 | 版本 | 作业类型（映像范围） | 处理器类型 | Python 版本 |
|---|---|---|---|---|
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-neo-tensorflow:<tag> |
2.5.2 | 推理 | inf | py3 |
774647643957.dkr.ecr.af-south-1.amazonaws.com/sagemaker-neo-tensorflow:<tag> |
1.15.0 | 推理 | inf | py3 |
Tensorflow Ray (DLC)
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='ray-tensorflow',region='af-south-1',version='0.8.5',instance_type='ml.c5.4xlarge')
| 注册表路径 | 版本 | 作业类型（映像范围） | 处理器类型 | Python 版本 |
|---|---|---|---|---|
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.6.5-<tag> |
0.6.5 | 训练 | CPU，GPU | py3 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.6-<tag> |
0.6 | 训练 | CPU，GPU | py3 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.5.3-<tag> |
0.5.3 | 训练 | CPU，GPU | py3 |
313743910680.dkr.ecr.af-south-1.amazonaws.com/sagemaker-rl-tensorflow:ray0.5-<tag> |
0.5 | 训练 | CPU，GPU | py3 |
XGBoost （算法）
以下 SageMaker AI Python SDK 示例展示了如何检索特定的注册表路径。
from sagemaker import image_uris image_uris.retrieve(framework='xgboost',region='af-south-1',version='1.5-1')
| 注册表路径 | 版本 | 程序包版本 | 作业类型（映像范围） |
|---|---|---|---|
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.7-1 | 1.7.4 | 推理 |
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.7-1 | 1.7.4 | 训练 |
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.5-1 | 1.5.2 | 推理 |
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.5-1 | 1.5.2 | 训练 |
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.5-1 | 1.5.2 | inference_graviton |
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.3-1 | 1.3.3 | 推理 |
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.3-1 | 1.3.3 | 训练 |
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.3-1 | 1.3.3 | inference_graviton |
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.2-2 | 1.2.0 | 推理 |
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.2-2 | 1.2.0 | 训练 |
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.2-1 | 1.2.0 | 推理 |
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.2-1 | 1.2.0 | 训练 |
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.0-1 | 1.0.0 | 推理 |
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> |
1.0-1 | 1.0.0 | 训练 |
455444449433.dkr.ecr.af-south-1.amazonaws.com/xgboost:<tag> |
1 | 0.72 | 推理 |
455444449433.dkr.ecr.af-south-1.amazonaws.com/xgboost:<tag> |
1 | 0.72 | 训练 |
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> |
0.90-2 | 0.90 | 推理 |
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> |
0.90-2 | 0.90 | 训练 |
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> |
0.90-1 | 0.90 | 推理 |
510948584623.dkr.ecr.af-south-1.amazonaws.com/sagemaker-xgboost:<tag> |
0.90-1 | 0.90 | 训练 |