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亚太地区（大阪）Docker 注册表路径和示例代码 (ap-northeast-3)
以下主题列出了 Amazon SageMaker 提供的此区域中每种算法和深度学习容器的参数。
主题
- AutoGluon（算法）
- BlazingText（算法）
- 澄清（算法）
- 调试器（算法）
- 分解机器（算法）
- 拥抱脸（算法）
- 知识产权见解（算法）
- 图像分类（算法）
- 推理 mXNet (DLC)
- 推理 PyTorch (DLC)
- K-Meean（算法）
- KNN（算法）
- 线性学习者（算法）
- MxNet (DLC)
- 模型监视器（算法）
- NTM（算法）
- Neo 图像分类（算法）
- Neo MxNet (DLC)
- 新 PyTorch (DLC)
- Neo TensorFlow (DLC)
- Neo xgBoost（算法）
- 对象检测（算法）
- Object2VEC（算法）
- PCA（算法）
- pyTorch (DLC)
- 随机森林砍伐 (算法)
- Scikit-learn（算法）
- 语义分割（算法）
- Seq2Seq（算法）
- Tensorflow (DLC)
- 张量流推断 (DLC)
- xgBoost（算法）
AutoGluon（算法）
用于检索注册表路径的 SageMaker Python SDK 示例。
from sagemaker import image_uris image_uris.retrieve(framework='autogluon',region='ap-northeast-3',image_scope='inference',version='0.4')
| 注册表路径 | 版本 | Job 类型（图像范围） |
|---|---|---|
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/autogluon-training：<tag> |
0.4.0 | 培训 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/autogluon-inference：<tag> |
0.4.0 | 推断 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/autogluon-training：<tag> |
0.3.2 | 培训 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/autogluon-inference：<tag> |
0.3.2 | 推断 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/autogluon-training：<tag> |
0.3.1 | 培训 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/autogluon-inference：<tag> |
0.3.1 | 推断 |
BlazingText（算法）
用于检索注册表路径的 SageMaker Python SDK 示例。
from sagemaker import image_uris image_uris.retrieve(framework='blazingtext',region='ap-northeast-3')
| 注册表路径 | 版本 | Job 类型（图像范围） |
|---|---|---|
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/blazingtext：<tag> |
1 | 训练、推理 |
澄清（算法）
用于检索注册表路径的 SageMaker Python SDK 示例。
from sagemaker import image_uris image_uris.retrieve(framework='clarify',region='ap-northeast-3',version='1.0',image_scope='processing')
| 注册表路径 | 版本 | Job 类型（图像范围） |
|---|---|---|
912233562940.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-clarify-processing：<tag> |
1.0 | 处理 |
调试器（算法）
用于检索注册表路径的 SageMaker Python SDK 示例。
from sagemaker import image_uris image_uris.retrieve(framework='debugger',region='ap-northeast-3')
| 注册表路径 | 版本 | Job 类型（图像范围） |
|---|---|---|
479947661362.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-debugger-rules：<tag> |
latest | 调试器 |
分解机器（算法）
用于检索注册表路径的 SageMaker Python SDK 示例。
from sagemaker import image_uris image_uris.retrieve(framework='factorization-machines',region='ap-northeast-3')
| 注册表路径 | 版本 | Job 类型（图像范围） |
|---|---|---|
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/factorization-machines：<tag> |
1 | 训练、推理 |
拥抱脸（算法）
用于检索注册表路径的 SageMaker Python SDK 示例。
from sagemaker import image_uris image_uris.retrieve(framework='huggingface',region='ap-northeast-3',version='4.4.2',image_scope='training',base_framework_version='tensorflow2.4.1')
| 注册表路径 | 版本 | Job 类型（图像范围） |
|---|---|---|
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-training：<tag> |
4.17.0 | 培训 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-tensorflow-training：<tag> |
4.17.0 | 培训 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-inference：<tag> |
4.17.0 | 推断 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-tensorflow-inference：<tag> |
4.17.0 | 推断 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-training：<tag> |
4.12.3 | 培训 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-tensorflow-training：<tag> |
4.12.3 | 培训 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-inference：<tag> |
4.12.3 | 推断 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-tensorflow-inference：<tag> |
4.12.3 | 推断 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-training：<tag> |
4.11.0 | 培训 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-tensorflow-training：<tag> |
4.11.0 | 培训 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-inference：<tag> |
4.11.0 | 推断 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-tensorflow-inference：<tag> |
4.11.0 | 推断 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-training：<tag> |
版本 4.10.2 | 培训 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-training：<tag> |
版本 4.10.2 | 培训 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-tensorflow-training：<tag> |
版本 4.10.2 | 培训 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-tensorflow-training：<tag> |
4.10.2 | 培训 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-inference：<tag> |
版本 4.10.2 | 推断 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-inference：<tag> |
版本 4.10.2 | 推断 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-tensorflow-inference：<tag> |
版本 4.10.2 | 推断 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-tensorflow-inference：<tag> |
版本 4.10.2 | 推断 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-training：<tag> |
4.6.1 | 培训 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-training：<tag> |
4.6.1 | 培训 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-training：<tag> |
4.6.1 | 培训 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-tensorflow-training：<tag> |
4.6.1 | 培训 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-inference：<tag> |
4.6.1 | 推断 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-tensorflow-inference：<tag> |
4.6.1 | 推断 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-training：<tag> |
4.5.0 | 培训 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-tensorflow-training：<tag> |
4.5.0 | 培训 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-training：<tag> |
4.4.2 | 培训 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-tensorflow-training：<tag> |
4.4.2 | 培训 |
知识产权见解（算法）
用于检索注册表路径的 SageMaker Python SDK 示例。
from sagemaker import image_uris image_uris.retrieve(framework='ipinsights',region='ap-northeast-3')
| 注册表路径 | 版本 | Job 类型（图像范围） |
|---|---|---|
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/ipinsights：<tag> |
1 | 训练、推理 |
图像分类（算法）
用于检索注册表路径的 SageMaker Python SDK 示例。
from sagemaker import image_uris image_uris.retrieve(framework='image-classification',region='ap-northeast-3')
| 注册表路径 | 版本 | Job 类型（图像范围） |
|---|---|---|
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/image-classification：<tag> |
1 | 训练、推理 |
推理 mXNet (DLC)
用于检索注册表路径的 SageMaker Python SDK 示例。
from sagemaker import image_uris image_uris.retrieve(framework='inferentia-mxnet',region='ap-northeast-3',version='1.5.1',instance_type='ml.inf1.6xlarge')
| 注册表路径 | 版本 | Job 类型（图像范围） | 处理器类型 | Python 版本 |
|---|---|---|---|---|
925152966179.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-neo-mxnet：<tag> |
1.8 | 推断 | inf | py3 |
925152966179.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-neo-mxnet：<tag> |
1.5.1 | 推断 | inf | py3 |
推理 PyTorch (DLC)
用于检索注册表路径的 SageMaker Python SDK 示例。
from sagemaker import image_uris image_uris.retrieve(framework='inferentia-pytorch',region='ap-northeast-3',version='1.9',py_version='py3')
| 注册表路径 | 版本 | Job 类型（图像范围） | 处理器类型 | Python 版本 |
|---|---|---|---|---|
925152966179.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-neo-pytorch：<tag> |
1.9 | 推断 | inf | py3 |
925152966179.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-neo-pytorch：<tag> |
1.8 | 推断 | inf | py3 |
925152966179.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-neo-pytorch：<tag> |
1.7 | 推断 | inf | py3 |
K-Meean（算法）
用于检索注册表路径的 SageMaker Python SDK 示例。
from sagemaker import image_uris image_uris.retrieve(framework='kmeans',region='ap-northeast-3')
| 注册表路径 | 版本 | Job 类型（图像范围） |
|---|---|---|
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/kmeans：<tag> |
1 | 训练、推理 |
KNN（算法）
用于检索注册表路径的 SageMaker Python SDK 示例。
from sagemaker import image_uris image_uris.retrieve(framework='knn',region='ap-northeast-3')
| 注册表路径 | 版本 | Job 类型（图像范围） |
|---|---|---|
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/knn：<tag> |
1 | 训练、推理 |
线性学习者（算法）
用于检索注册表路径的 SageMaker Python SDK 示例。
from sagemaker import image_uris image_uris.retrieve(framework='linear-learner',region='ap-northeast-3')
| 注册表路径 | 版本 | Job 类型（图像范围） |
|---|---|---|
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/linear-learner：<tag> |
1 | 训练、推理 |
MxNet (DLC)
用于检索注册表路径的 SageMaker Python SDK 示例。
from sagemaker import image_uris image_uris.retrieve(framework='mxnet',region='ap-northeast-3',version='1.4.1',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge')
| 注册表路径 | 版本 | Job 类型（图像范围） | 处理器类型 | Python 版本 |
|---|---|---|---|---|
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/mxnet-training：<tag> |
1.8.0 | 培训 | CPU，GPU | py37 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/mxnet-inference：<tag> |
1.8.0 | 推断 | CPU，GPU | py37 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/mxnet-training：<tag> |
1.7.0 | 培训 | CPU，GPU | py3 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/mxnet-inference：<tag> |
1.7.0 | 推断 | CPU，GPU | py3 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/mxnet-inference-eia：<tag> |
1.7.0 | eia | CPU | py3 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/mxnet-training：<tag> |
1.6.0 | 培训 | CPU，GPU | py2、py3 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/mxnet-inference：<tag> |
1.6.0 | 推断 | CPU，GPU | py2、py3 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/mxnet-inference-eia：<tag> |
1.5.1 | eia | CPU | py2、py3 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/mxnet-training：<tag> |
1.4.1 | 培训 | CPU，GPU | py3 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/mxnet-inference：<tag> |
1.4.1 | 推断 | CPU，GPU | py3 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/mxnet-inference-eia：<tag> |
1.4.1 | eia | CPU | py2、py3 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-mxnet-serving-eia：<tag> |
1.4.0 | eia | CPU | py2、py3 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-mxnet-eia：<tag> |
1.3.0 | eia | CPU | py2、py3 |
模型监视器（算法）
用于检索注册表路径的 SageMaker Python SDK 示例。
from sagemaker import image_uris image_uris.retrieve(framework='model-monitor',region='ap-northeast-3')
| 注册表路径 | 版本 | Job 类型（图像范围） |
|---|---|---|
990339680094.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-model-monitor-analyzer：<tag> |
监控 |
NTM（算法）
用于检索注册表路径的 SageMaker Python SDK 示例。
from sagemaker import image_uris image_uris.retrieve(framework='ntm',region='ap-northeast-3')
| 注册表路径 | 版本 | Job 类型（图像范围） |
|---|---|---|
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/ntm：<tag> |
1 | 训练、推理 |
Neo 图像分类（算法）
用于检索注册表路径的 SageMaker Python SDK 示例。
from sagemaker import image_uris image_uris.retrieve(framework='image-classification-neo',region='ap-northeast-3')
| 注册表路径 | 版本 | Job 类型（图像范围） |
|---|---|---|
925152966179.dkr.ecr.ap-northeast-3.amazonaws.com/image-classification-neo：<tag> |
latest | 推断 |
Neo MxNet (DLC)
用于检索注册表路径的 SageMaker Python SDK 示例。
from sagemaker import image_uris image_uris.retrieve(framework='neo-mxnet',region='ap-northeast-3',version='1.8',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge')
| 注册表路径 | 版本 | Job 类型（图像范围） | 处理器类型 | Python 版本 |
|---|---|---|---|---|
925152966179.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-inference-mxnet：<tag> |
1.8 | 推断 | CPU，GPU | py3 |
新 PyTorch (DLC)
用于检索注册表路径的 SageMaker Python SDK 示例。
from sagemaker import image_uris image_uris.retrieve(framework='neo-pytorch',region='ap-northeast-3',version='1.6',image_scope='inference',instance_type='ml.c5.4xlarge')
| 注册表路径 | 版本 | Job 类型（图像范围） | 处理器类型 | Python 版本 |
|---|---|---|---|---|
925152966179.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-inference-pytorch：<tag> |
1.8 | 推断 | CPU，GPU | py3 |
925152966179.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-inference-pytorch：<tag> |
1.7 | 推断 | CPU，GPU | py3 |
925152966179.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-inference-pytorch：<tag> |
1.6 | 推断 | CPU，GPU | py3 |
925152966179.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-inference-pytorch：<tag> |
1.5 | 推断 | CPU，GPU | py3 |
925152966179.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-inference-pytorch：<tag> |
1.4 | 推断 | CPU，GPU | py3 |
Neo TensorFlow (DLC)
用于检索注册表路径的 SageMaker Python SDK 示例。
from sagemaker import image_uris image_uris.retrieve(framework='neo-tensorflow',region='ap-northeast-3',version='1.15.3',py_version='py3',instance_type='ml.c5.4xlarge')
| 注册表路径 | 版本 | Job 类型（图像范围） | 处理器类型 | Python 版本 |
|---|---|---|---|---|
925152966179.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-inference-tensorflow：<tag> |
2.4.2 | 推断 | CPU，GPU | py3 |
925152966179.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-inference-tensorflow：<tag> |
1.15.3 | 推断 | CPU，GPU | py3 |
Neo xgBoost（算法）
用于检索注册表路径的 SageMaker Python SDK 示例。
from sagemaker import image_uris image_uris.retrieve(framework='xgboost-neo',region='ap-northeast-3')
| 注册表路径 | 版本 | Job 类型（图像范围） |
|---|---|---|
925152966179.dkr.ecr.ap-northeast-3.amazonaws.com/xgboost-neo：<tag> |
latest | 推断 |
对象检测（算法）
用于检索注册表路径的 SageMaker Python SDK 示例。
from sagemaker import image_uris image_uris.retrieve(framework='object-detection',region='ap-northeast-3')
| 注册表路径 | 版本 | Job 类型（图像范围） |
|---|---|---|
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/object-detection：<tag> |
1 | 训练、推理 |
Object2VEC（算法）
用于检索注册表路径的 SageMaker Python SDK 示例。
from sagemaker import image_uris image_uris.retrieve(framework='object2vec',region='ap-northeast-3')
| 注册表路径 | 版本 | Job 类型（图像范围） |
|---|---|---|
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/object2vec：<tag> |
1 | 训练、推理 |
PCA（算法）
用于检索注册表路径的 SageMaker Python SDK 示例。
from sagemaker import image_uris image_uris.retrieve(framework='pca',region='ap-northeast-3')
| 注册表路径 | 版本 | Job 类型（图像范围） |
|---|---|---|
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/pca：<tag> |
1 | 训练、推理 |
pyTorch (DLC)
用于检索注册表路径的 SageMaker Python SDK 示例。
from sagemaker import image_uris image_uris.retrieve(framework='pytorch',region='ap-northeast-3',version='1.8.0',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge')
| 注册表路径 | 版本 | Job 类型（图像范围） | 处理器类型 | Python 版本 |
|---|---|---|---|---|
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-inference：<tag> |
1.11.0 | 推断 | CPU，GPU | py38 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-training：<tag> |
1.11.0 | 培训 | CPU，GPU | py38 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-inference：<tag> |
1.10.2 | 推断 | CPU，GPU | py38 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-training：<tag> |
1.10.2 | 培训 | CPU，GPU | py38 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-inference：<tag> |
1.10.0 | 推断 | CPU，GPU | py38 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-training：<tag> |
1.10.0 | 培训 | CPU，GPU | py38 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-inference：<tag> |
1.9.1 | 推断 | CPU，GPU | py38 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-training：<tag> |
1.9.1 | 培训 | CPU，GPU | py38 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-inference：<tag> |
1.9.0 | 推断 | CPU，GPU | py38 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-training：<tag> |
1.9.0 | 培训 | CPU，GPU | py38 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-inference：<tag> |
1.8.1 | 推断 | CPU，GPU | py3、py36 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-training：<tag> |
1.8.1 | 培训 | CPU，GPU | py3、py36 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-inference：<tag> |
1.8.0 | 推断 | CPU，GPU | py3、py36 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-training：<tag> |
1.8.0 | 培训 | CPU，GPU | py3、py36 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-inference：<tag> |
1.7.1 | 推断 | CPU，GPU | py3、py36 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-training：<tag> |
1.7.1 | 培训 | CPU，GPU | py3、py36 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-inference：<tag> |
1.6.0 | 推断 | CPU，GPU | py3、py36 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-training：<tag> |
1.6.0 | 培训 | CPU，GPU | py3、py36 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-inference：<tag> |
1.5.0 | 推断 | CPU，GPU | py3 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-training：<tag> |
1.5.0 | 培训 | CPU，GPU | py3 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-inference：<tag> |
1.4.0 | 推断 | CPU，GPU | py3 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-training：<tag> |
1.4.0 | 培训 | CPU，GPU | py2、py3 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-inference-eia：<tag> |
1.3.1 | eia | CPU | py3 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-inference：<tag> |
1.3.1 | 推断 | CPU，GPU | py2、py3 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-training：<tag> |
1.3.1 | 培训 | CPU，GPU | py2、py3 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-inference：<tag> |
1.2.0 | 推断 | CPU，GPU | py2、py3 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-training：<tag> |
1.2.0 | 培训 | CPU，GPU | py2、py3 |
随机森林砍伐 (算法)
用于检索注册表路径的 SageMaker Python SDK 示例。
from sagemaker import image_uris image_uris.retrieve(framework='randomcutforest',region='ap-northeast-3')
| 注册表路径 | 版本 | Job 类型（图像范围） |
|---|---|---|
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/randomcutforest：<tag> |
1 | 训练、推理 |
Scikit-learn（算法）
用于检索注册表路径的 SageMaker Python SDK 示例。
from sagemaker import image_uris image_uris.retrieve(framework='sklearn',region='ap-northeast-3',version='0.23-1',image_scope='inference')
| 注册表路径 | 版本 | 程序包版本 | Job 类型（图像范围） |
|---|---|---|---|
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-scikit-learn：<tag> |
0.23-1 | 0.23.2 | 训练、推理 |
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-scikit-learn：<tag> |
0.20.0 | 0.20.0 | 训练、推理 |
语义分割（算法）
用于检索注册表路径的 SageMaker Python SDK 示例。
from sagemaker import image_uris image_uris.retrieve(framework='semantic-segmentation',region='ap-northeast-3')
| 注册表路径 | 版本 | Job 类型（图像范围） |
|---|---|---|
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/semantic-segmentation：<tag> |
1 | 训练、推理 |
Seq2Seq（算法）
用于检索注册表路径的 SageMaker Python SDK 示例。
from sagemaker import image_uris image_uris.retrieve(framework='seq2seq',region='ap-northeast-3')
| 注册表路径 | 版本 | Job 类型（图像范围） |
|---|---|---|
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/seq2seq：<tag> |
1 | 训练、推理 |
Tensorflow (DLC)
用于检索注册表路径的 SageMaker Python SDK 示例。
from sagemaker import image_uris image_uris.retrieve(framework='tensorflow',region='ap-northeast-3',version='1.12.0',image_scope='inference',instance_type='ml.c5.4xlarge')
| 注册表路径 | 版本 | Job 类型（图像范围） | 处理器类型 | Python 版本 |
|---|---|---|---|---|
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference：<tag> |
2.8.0 | 推断 | CPU，GPU | - |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training：<tag> |
2.8.0 | 培训 | CPU，GPU | py39 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training：<tag> |
2.7.1 | 培训 | CPU，GPU | py38 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference：<tag> |
2.7.0 | 推断 | CPU，GPU | - |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference：<tag> |
2.6.3 | 推断 | CPU，GPU | - |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training：<tag> |
2.6.3 | 培训 | CPU，GPU | py38 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training：<tag> |
2.6.2 | 培训 | CPU，GPU | py38 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference：<tag> |
2.6.0 | 推断 | CPU，GPU | - |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training：<tag> |
2.6.0 | 培训 | CPU，GPU | py38 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference：<tag> |
2.5.1 | 推断 | CPU，GPU | - |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training：<tag> |
2.5.1 | 培训 | CPU，GPU | py37 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training：<tag> |
2.5.0 | 培训 | CPU，GPU | py37 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference：<tag> |
2.4.3 | 推断 | CPU，GPU | - |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training：<tag> |
2.4.3 | 培训 | CPU，GPU | py37 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference：<tag> |
2.4.1 | 推断 | CPU，GPU | - |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training：<tag> |
2.4.1 | 培训 | CPU，GPU | py37 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference：<tag> |
2.3.2 | 推断 | CPU，GPU | - |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training：<tag> |
2.3.2 | 培训 | CPU，GPU | py37 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference：<tag> |
2.3.1 | 推断 | CPU，GPU | - |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training：<tag> |
2.3.1 | 培训 | CPU，GPU | py37 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference-eia：<tag> |
2.3.0 | eia | CPU | - |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference：<tag> |
2.3.0 | 推断 | CPU，GPU | - |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training：<tag> |
2.3.0 | 培训 | CPU，GPU | py37 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference：<tag> |
2.2.2 | 推断 | CPU，GPU | - |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training：<tag> |
2.2.2 | 培训 | CPU，GPU | py37 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference：<tag> |
2.2.1 | 推断 | CPU，GPU | - |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training：<tag> |
2.2.1 | 培训 | CPU，GPU | py37 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference：<tag> |
2.2.0 | 推断 | CPU，GPU | - |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training：<tag> |
2.2.0 | 培训 | CPU，GPU | py37 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference：<tag> |
2.1.3 | 推断 | CPU，GPU | - |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training：<tag> |
2.1.3 | 培训 | CPU，GPU | py3 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference：<tag> |
2.1.2 | 推断 | CPU，GPU | - |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training：<tag> |
2.1.2 | 培训 | CPU，GPU | py3 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference：<tag> |
2.1.1 | 推断 | CPU，GPU | - |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training：<tag> |
2.1.1 | 培训 | CPU，GPU | py2、py3 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference：<tag> |
2.1.0 | 推断 | CPU，GPU | - |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training：<tag> |
2.1.0 | 培训 | CPU，GPU | py2、py3 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference：<tag> |
2.0.4 | 推断 | CPU，GPU | - |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training：<tag> |
2.0.4 | 培训 | CPU，GPU | py3 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference：<tag> |
2.0.3 | 推断 | CPU，GPU | - |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training：<tag> |
2.0.3 | 培训 | CPU，GPU | py3 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference：<tag> |
2.0.2 | 推断 | CPU，GPU | - |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training：<tag> |
2.0.2 | 培训 | CPU，GPU | py2、py3 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference：<tag> |
2.0.1 | 推断 | CPU，GPU | - |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training：<tag> |
2.0.1 | 培训 | CPU，GPU | py2、py3 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference-eia：<tag> |
2.0.0 | eia | CPU | - |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference：<tag> |
2.0.0 | 推断 | CPU，GPU | - |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training：<tag> |
2.0.0 | 培训 | CPU，GPU | py2、py3 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference：<tag> |
1.15.5 | 推断 | CPU，GPU | - |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training：<tag> |
1.15.5 | 培训 | CPU，GPU | py3、py36、py37 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference：<tag> |
1.15.4 | 推断 | CPU，GPU | - |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training：<tag> |
1.15.4 | 培训 | CPU，GPU | py3、py36、py37 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference：<tag> |
1.15.3 | 推断 | CPU，GPU | - |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training：<tag> |
1.15.3 | 培训 | CPU，GPU | py2、py3、py37 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference：<tag> |
1.15.2 | 推断 | CPU，GPU | - |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training：<tag> |
1.15.2 | 培训 | CPU，GPU | py2、py3、py37 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference-eia：<tag> |
1.15.0 | eia | CPU | - |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference：<tag> |
1.15.0 | 推断 | CPU，GPU | - |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training：<tag> |
1.15.0 | 培训 | CPU，GPU | py2、py3 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference-eia：<tag> |
1.14.0 | eia | CPU | - |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference：<tag> |
1.14.0 | 推断 | CPU，GPU | - |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training：<tag> |
1.14.0 | 培训 | CPU，GPU | py2、py3 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-training：<tag> |
1.13.1 | 培训 | CPU，GPU | py3 |
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/tensorflow-inference：<tag> |
1.13.0 | 推断 | CPU，GPU | - |
张量流推断 (DLC)
用于检索注册表路径的 SageMaker Python SDK 示例。
from sagemaker import image_uris image_uris.retrieve(framework='inferentia-tensorflow',region='ap-northeast-3',version='1.15.0',instance_type='ml.inf1.6xlarge')
| 注册表路径 | 版本 | Job 类型（图像范围） | 处理器类型 | Python 版本 |
|---|---|---|---|---|
925152966179.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-neo-tensorflow：<tag> |
2.5.2 | 推断 | inf | py3 |
925152966179.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-neo-tensorflow：<tag> |
1.15.0 | 推断 | inf | py3 |
xgBoost（算法）
用于检索注册表路径的 SageMaker Python SDK 示例。
from sagemaker import image_uris image_uris.retrieve(framework='xgboost',region='ap-northeast-3',version='1.2-1')
| 注册表路径 | 版本 | 程序包版本 | Job 类型（图像范围） |
|---|---|---|---|
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-xgboost：<tag> |
1.5-1 | 1.5.2 | 训练、推理 |
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-xgboost：<tag> |
1.3-1 | 1.3.3 | 训练、推理 |
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-xgboost：<tag> |
1.2-2 | 1.2.0 | 训练、推理 |
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-xgboost：<tag> |
1.2-1 | 1.2.0 | 训练、推理 |
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-xgboost：<tag> |
1.0-1 | 1.0 | 训练、推理 |
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/xgboost：<tag> |
1 | 1.5.2 | 训练、推理 |
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-xgboost：<tag> |
0.90-2 | 0.90 | 训练、推理 |
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-xgboost：<tag> |
0.90-1 | 0.90 | 训练、推理 |