亚太地区(大阪)(ap---3) Dachorthe st-3) - 亚马逊 SageMaker
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亚太地区(大阪)(ap---3) Dachorthe st-3)

以下主题列出了该区域中由 Amazon 提供的每个算法和深度学习容器的参数。 SageMaker.

AutoGluon (算法)

SageMaker 检索注册表路径的 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> 0.5.2 培训
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/autogluon-inference:<tag> 0.5.2 推断
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/autogluon-training:<tag> 0.4.3 培训
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/autogluon-inference:<tag> 0.4.3 推断
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/autogluon-training:<tag> 0.4.2 培训
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/autogluon-inference:<tag> 0.4.2 推断
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)

SageMaker 检索注册表路径的 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 推理

澄清(算法)

SageMaker 检索注册表路径的 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)

SageMaker 检索注册表路径的 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

DeepAR 预测(算法)

SageMaker 检索注册表路径的 Python SDK 示例。

from sagemaker import image_uris image_uris.retrieve(framework='forecasting-deepar',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/forecasting-deepar:<tag> 1 推理

分解机(算法)

SageMaker 检索注册表路径的 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 推理

拥抱脸(算法)

SageMaker 检索注册表路径的 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> 4.10.2 培训
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-training:<tag> 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-tensorflow-training:<tag> 4.10.2 培训
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-inference:<tag> 4.10.2 推断
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-inference:<tag> 4.10.2 推断
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-tensorflow-inference:<tag> 4.10.2 推断
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-tensorflow-inference:<tag> 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> 4.4.4.4.4. 培训
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-tensorflow-training:<tag> 4.4.4.4.4. 培训

IP 洞察(算法)

SageMaker 检索注册表路径的 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 推理

图像分类(算法)

SageMaker 检索注册表路径的 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 推理

Inferentia mxNet (DLC)

SageMaker 检索注册表路径的 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

Inferentia PyTorch (DLC)

SageMaker 检索注册表路径的 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-均值(算法)

SageMaker 检索注册表路径的 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 推理

KNN(算法)

SageMaker 检索注册表路径的 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 推理

线性学习器(算法)

SageMaker 检索注册表路径的 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 推理

mxNet (DLC)

SageMaker 检索注册表路径的 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> 1.9.0 培训 CPU、GPU py38
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/mxnet-inference:<tag> 1.9.0 推断 CPU、GPU py38
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)

SageMaker 检索注册表路径的 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)

SageMaker 检索注册表路径的 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 推理

Neo 图像分类(算法)

SageMaker 检索注册表路径的 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)

SageMaker 检索注册表路径的 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)

SageMaker 检索注册表路径的 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)

SageMaker 检索注册表路径的 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)

SageMaker 检索注册表路径的 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

物体检测(算法)

SageMaker 检索注册表路径的 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 推理

Object2Vec(算法)

SageMaker 检索注册表路径的 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 推理

PCA(算法)

SageMaker 检索注册表路径的 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 推理

PyTorch (DLC)

SageMaker 检索注册表路径的 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> 1.12.0 推断 CPU、GPU py38
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-training:<tag> 1.12.0 培训 CPU、GPU py38
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> 1.102 推断 CPU、GPU py38
364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/pytorch-training:<tag> 1.102 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

随机砍伐森林(算法)

SageMaker 检索注册表路径的 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 推理

Scikit-Learn(算法)

SageMaker 检索注册表路径的 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> 1.0-1 1.0.2 推理
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-scikit-learn:<tag> 0.23-1 0.23.2 推理
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-scikit-learn:<tag> 0.20.0 0.20.0 推理

语义分割(算法)

SageMaker 检索注册表路径的 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 推理

Seq2Seq(算法)

SageMaker 检索注册表路径的 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 推理

Tensorflow (DLC)

SageMaker 检索注册表路径的 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-training:<tag> 2.9.1 培训 CPU、GPU py39
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 -

Tensorflow 推论 (DLC)

SageMaker 检索注册表路径的 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)

SageMaker 检索注册表路径的 Python SDK 示例。

from sagemaker import image_uris image_uris.retrieve(framework='xgboost',region='ap-northeast-3',version='1.5-1')
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 推理
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-xgboost:<tag> 1.3-1 1.3.3 推理
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-xgboost:<tag> 1.2-2 1.2.0 推理
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-xgboost:<tag> 1.2-1 1.2.0 推理
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-xgboost:<tag> 1.0-1 1.0 推理
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/xgboost:<tag> 1 0.72 推理
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-xgboost:<tag> 0.90-2 0.90 推理
867004704886.dkr.ecr.ap-northeast-3.amazonaws.com/sagemaker-xgboost:<tag> 0.90-1 0.90 推理