亚太地区(墨尔本)(ap-southeast-4) 的 Docker 注册表路径和示例代码 - Amazon SageMaker ECR 路径
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亚太地区(墨尔本)(ap-southeast-4) 的 Docker 注册表路径和示例代码

以下主题列出了 Amazon SageMaker 在此区域中提供的各种算法和深度学习容器的参数。

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-southeast-4',image_scope='inference',version='0.4')
注册表路径 版本 作业类型(映像范围)
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/autogluon-training:<标签> 0.7.0 训练
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/autogluon-inference:<标签> 0.7.0 推理
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/autogluon-training:<标签> 0.6.2 训练
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/autogluon-inference:<标签> 0.6.2 推理
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/autogluon-training:<标签> 0.6.1 训练
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/autogluon-inference:<标签> 0.6.1 推理
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/autogluon-training:<标签> 0.5.2 训练
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/autogluon-inference:<标签> 0.5.2 推理
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/autogluon-training:<标签> 0.4.3 训练
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/autogluon-inference:<标签> 0.4.3 推理
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/autogluon-training:<标签> 0.4.2 训练
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/autogluon-inference:<标签> 0.4.2 推理
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/autogluon-training:<标签> 0.4.0 训练
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/autogluon-inference:<标签> 0.4.0 推理
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/autogluon-training:<标签> 0.3.2 训练
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/autogluon-inference:<标签> 0.3.2 推理
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/autogluon-training:<标签> 0.3.1 训练
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/autogluon-inference:<标签> 0.3.1 推理

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-southeast-4')
注册表路径 版本 作业类型(映像范围)
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/blazingtext:<标签> 1 推理、训练

DeepAR 预测(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='forecasting-deepar',region='ap-southeast-4')
注册表路径 版本 作业类型(映像范围)
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/forecasting-deepar:<标签> 1 推理、训练

因子分解机(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-southeast-4')
注册表路径 版本 作业类型(映像范围)
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/factorization-machines:<标签> 1 推理、训练

Hugging Face(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-southeast-4',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)
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-pytorch-inference:<标签> 4.26.0 推理
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-tensorflow-inference:<标签> 4.26.0 推理
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-pytorch-training:<标签> 4.17.0 训练
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-tensorflow-training:<标签> 4.17.0 训练
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-pytorch-inference:<标签> 4.17.0 推理
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-tensorflow-inference:<标签> 4.17.0 推理
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-pytorch-training:<标签> 4.12.3 训练
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-tensorflow-training:<标签> 4.12.3 训练
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-pytorch-inference:<标签> 4.12.3 推理
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-tensorflow-inference:<标签> 4.12.3 推理
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-pytorch-training:<标签> 4.11.0 训练
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-tensorflow-training:<标签> 4.11.0 训练
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-pytorch-inference:<标签> 4.11.0 推理
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-tensorflow-inference:<标签> 4.11.0 推理
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-pytorch-training:<标签> 4.10.2 训练
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-pytorch-training:<标签> 4.10.2 训练
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-tensorflow-training:<标签> 4.10.2 训练
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-tensorflow-training:<标签> 4.10.2 训练
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-pytorch-inference:<标签> 4.10.2 推理
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-pytorch-inference:<标签> 4.10.2 推理
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-tensorflow-inference:<标签> 4.10.2 推理
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-tensorflow-inference:<标签> 4.10.2 推理
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-pytorch-training:<标签> 4.6.1 训练
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-pytorch-training:<标签> 4.6.1 训练
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-pytorch-training:<标签> 4.6.1 训练
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-tensorflow-training:<标签> 4.6.1 训练
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-pytorch-inference:<标签> 4.6.1 推理
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-tensorflow-inference:<标签> 4.6.1 推理
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-pytorch-training:<标签> 4.5.0 训练
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-tensorflow-training:<标签> 4.5.0 训练
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-pytorch-training:<标签> 4.4.2 训练
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/huggingface-tensorflow-training:<标签> 4.4.2 训练

IP 洞察(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-southeast-4')
注册表路径 版本 作业类型(映像范围)
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/ipinsights:<标签> 1 推理、训练

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-southeast-4')
注册表路径 版本 作业类型(映像范围)
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/image-classification:<标签> 1 推理、训练

K-Means(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-southeast-4')
注册表路径 版本 作业类型(映像范围)
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/kmeans:<标签> 1 推理、训练

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-southeast-4')
注册表路径 版本 作业类型(映像范围)
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/knn:<标签> 1 推理、训练

线性学习器(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='linear-learner',region='ap-southeast-4')
注册表路径 版本 作业类型(映像范围)
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/linear-learner:<标签> 1 推理、训练

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-southeast-4',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
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/mxnet-training:<标签> 1.9.0 训练 CPU,GPU py38
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/mxnet-inference:<标签> 1.9.0 推理 CPU,GPU py38
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/mxnet-training:<标签> 1.8.0 训练 CPU,GPU py37
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/mxnet-inference:<标签> 1.8.0 推理 CPU,GPU py37
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/mxnet-training:<标签> 1.7.0 训练 CPU,GPU py3
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/mxnet-inference:<标签> 1.7.0 推理 CPU,GPU py3
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/mxnet-inference-eia:<标签> 1.7.0 eia CPU py3
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/mxnet-training:<标签> 1.6.0 训练 CPU,GPU py2、py3
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/mxnet-inference:<标签> 1.6.0 推理 CPU,GPU py2、py3
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/mxnet-inference-eia:<标签> 1.5.1 eia CPU py2、py3
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/mxnet-training:<标签> 1.4.1 训练 CPU,GPU py3
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/mxnet-inference:<标签> 1.4.1 推理 CPU,GPU py3
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/mxnet-inference-eia:<标签> 1.4.1 eia CPU py2、py3

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-southeast-4')
注册表路径 版本 作业类型(映像范围)
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/ntm:<标签> 1 推理、训练

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-southeast-4')
注册表路径 版本 作业类型(映像范围)
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/object-detection:<标签> 1 推理、训练

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-southeast-4')
注册表路径 版本 作业类型(映像范围)
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/object2vec:<标签> 1 推理、训练

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-southeast-4')
注册表路径 版本 作业类型(映像范围)
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/pca:<标签> 1 推理、训练

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-southeast-4',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
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference:<标签> 2.0.0 推理 CPU,GPU py310
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference-graviton:<标签> 2.0.0 inference_graviton CPU py310
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-training:<标签> 2.0.0 训练 CPU,GPU py310
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference:<标签> 1.13.1 推理 CPU,GPU py39
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-training:<标签> 1.13.1 训练 CPU,GPU py39
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference:<标签> 1.12.1 推理 CPU,GPU py38
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference-graviton:<标签> 1.12.1 inference_graviton CPU py38
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-training:<标签> 1.12.1 训练 CPU,GPU py38
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference:<标签> 1.12.0 推理 CPU,GPU py38
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-training:<标签> 1.12.0 训练 CPU,GPU py38
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference:<标签> 1.11.0 推理 CPU,GPU py38
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-training:<标签> 1.11.0 训练 CPU,GPU py38
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference:<标签> 1.10.2 推理 CPU,GPU py38
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-training:<标签> 1.10.2 训练 CPU,GPU py38
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference:<标签> 1.10.0 推理 CPU,GPU py38
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-training:<标签> 1.10.0 训练 CPU,GPU py38
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference:<标签> 1.9.1 推理 CPU,GPU py38
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-training:<标签> 1.9.1 训练 CPU,GPU py38
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference:<标签> 1.9.0 推理 CPU,GPU py38
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-training:<标签> 1.9.0 训练 CPU,GPU py38
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference:<标签> 1.8.1 推理 CPU,GPU py3、py36
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-training:<标签> 1.8.1 训练 CPU,GPU py3、py36
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference:<标签> 1.8.0 推理 CPU,GPU py3、py36
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-training:<标签> 1.8.0 训练 CPU,GPU py3、py36
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference:<标签> 1.7.1 推理 CPU,GPU py3、py36
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-training:<标签> 1.7.1 训练 CPU,GPU py3、py36
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference:<标签> 1.6.0 推理 CPU,GPU py3、py36
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-training:<标签> 1.6.0 训练 CPU,GPU py3、py36
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference-eia:<标签> 1.5.1 eia CPU py3
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference:<标签> 1.5.0 推理 CPU,GPU py3
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-training:<标签> 1.5.0 训练 CPU,GPU py3
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference:<标签> 1.4.0 推理 CPU,GPU py3
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-training:<标签> 1.4.0 训练 CPU,GPU py2、py3
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference-eia:<标签> 1.3.1 eia CPU py3
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference:<标签> 1.3.1 推理 CPU,GPU py2、py3
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-training:<标签> 1.3.1 训练 CPU,GPU py2、py3
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-inference:<标签> 1.2.0 推理 CPU,GPU py2、py3
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-training:<标签> 1.2.0 训练 CPU,GPU py2、py3

PyTorch Neuron (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-neuron',region='us-west-2', image_scope='inference')
注册表路径 版本 作业类型(映像范围) 处理器类型 Python 版本
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-training-neuron:<标签> 1.11.0 训练 TRN py38

PyTorch Training Compiler (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-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
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-trcomp-training:<标签> 1.13.1 训练 GPU py39
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/pytorch-trcomp-training:<标签> 1.12.0 训练 GPU py38

Random Cut Forest(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-southeast-4')
注册表路径 版本 作业类型(映像范围)
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/randomcutforest:<标签> 1 推理、训练

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-southeast-4',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)
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-scikit-learn:<标签> 1.2-1 1.2.1 推理
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-scikit-learn:<标签> 1.2-1 1.2.1 训练
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-scikit-learn:<标签> 1.0-1 1.0.2 推理
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-scikit-learn:<标签> 1.0-1 1.0.2 训练
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-scikit-learn:<标签> 1.0-1 1.0.2 inference_graviton
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-scikit-learn:<标签> 0.23-1 0.23.2 推理
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-scikit-learn:<标签> 0.23-1 0.23.2 训练
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-scikit-learn:<标签> 0.20.0 0.20.0 推理
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-scikit-learn:<标签> 0.20.0 0.20.0 训练

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-southeast-4')
注册表路径 版本 作业类型(映像范围)
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/semantic-segmentation:<标签> 1 推理、训练

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-southeast-4')
注册表路径 版本 作业类型(映像范围)
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/seq2seq:<标签> 1 推理、训练

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-southeast-4',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
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 2.12.1 推理 CPU,GPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<标签> 2.12.0 训练 CPU,GPU py310
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 2.11.1 推理 CPU,GPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 2.11.0 推理 CPU,GPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<标签> 2.11.0 训练 CPU,GPU py39
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 2.10.1 推理 CPU,GPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<标签> 2.10.1 训练 CPU,GPU py39
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 2.10.0 推理 CPU,GPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 2.9.3 推理 CPU,GPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 2.9.2 推理 CPU,GPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<标签> 2.9.2 训练 CPU,GPU py39
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference-graviton:<标签> 2.9.1 inference_graviton CPU py38
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 2.8.4 推理 CPU,GPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 2.8.0 推理 CPU,GPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<标签> 2.8.0 训练 CPU,GPU py39
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<标签> 2.7.1 训练 CPU,GPU py38
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 2.7.0 推理 CPU,GPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 2.6.3 推理 CPU,GPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<标签> 2.6.3 训练 CPU,GPU py38
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<标签> 2.6.2 训练 CPU,GPU py38
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 2.6.0 推理 CPU,GPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<标签> 2.6.0 训练 CPU,GPU py38
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 2.5.1 推理 CPU,GPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<标签> 2.5.1 训练 CPU,GPU py37
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<标签> 2.5.0 训练 CPU,GPU py37
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 2.4.3 推理 CPU,GPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<标签> 2.4.3 训练 CPU,GPU py37
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 2.4.1 推理 CPU,GPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<标签> 2.4.1 训练 CPU,GPU py37
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 2.3.2 推理 CPU,GPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<标签> 2.3.2 训练 CPU,GPU py37
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 2.3.1 推理 CPU,GPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<标签> 2.3.1 训练 CPU,GPU py37
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference-eia:<标签> 2.3.0 eia CPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 2.3.0 推理 CPU,GPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<标签> 2.3.0 训练 CPU,GPU py37
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 2.2.2 推理 CPU,GPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<标签> 2.2.2 训练 CPU,GPU py37
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 2.2.1 推理 CPU,GPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<标签> 2.2.1 训练 CPU,GPU py37
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 2.2.0 推理 CPU,GPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<标签> 2.2.0 训练 CPU,GPU py37
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 2.1.3 推理 CPU,GPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<标签> 2.1.3 训练 CPU,GPU py3
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 2.1.2 推理 CPU,GPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<标签> 2.1.2 训练 CPU,GPU py3
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 2.1.1 推理 CPU,GPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<标签> 2.1.1 训练 CPU,GPU py2、py3
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 2.1.0 推理 CPU,GPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<标签> 2.1.0 训练 CPU,GPU py2、py3
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 2.0.4 推理 CPU,GPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<标签> 2.0.4 训练 CPU,GPU py3
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 2.0.3 推理 CPU,GPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<标签> 2.0.3 训练 CPU,GPU py3
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 2.0.2 推理 CPU,GPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<标签> 2.0.2 训练 CPU,GPU py2、py3
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 2.0.1 推理 CPU,GPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<标签> 2.0.1 训练 CPU,GPU py2、py3
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference-eia:<标签> 2.0.0 eia CPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 2.0.0 推理 CPU,GPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<标签> 2.0.0 训练 CPU,GPU py2、py3
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 1.15.5 推理 CPU,GPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<标签> 1.15.5 训练 CPU,GPU py3、py36、py37
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 1.15.4 推理 CPU,GPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<标签> 1.15.4 训练 CPU,GPU py3、py36、py37
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 1.15.3 推理 CPU,GPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<标签> 1.15.3 训练 CPU,GPU py2、py3、py37
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 1.15.2 推理 CPU,GPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<标签> 1.15.2 训练 CPU,GPU py2、py3、py37
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference-eia:<标签> 1.15.0 eia CPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 1.15.0 推理 CPU,GPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<标签> 1.15.0 训练 CPU,GPU py2、py3
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference-eia:<标签> 1.14.0 eia CPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 1.14.0 推理 CPU,GPU -
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<标签> 1.14.0 训练 CPU,GPU py2、py3
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-training:<标签> 1.13.1 训练 CPU,GPU py3
457447274322.dkr.ecr.ap-southeast-4.amazonaws.com/tensorflow-inference:<标签> 1.13.0 推理 CPU,GPU -

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-southeast-4',version='1.5-1')
注册表路径 版本 程序包版本 作业类型(映像范围)
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-xgboost:<标签> 1.7-1 1.7.4 推理
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-xgboost:<标签> 1.7-1 1.7.4 训练
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-xgboost:<标签> 1.5-1 1.5.2 推理
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-xgboost:<标签> 1.5-1 1.5.2 训练
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-xgboost:<标签> 1.5-1 1.5.2 inference_graviton
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-xgboost:<标签> 1.3-1 1.3.3 推理
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-xgboost:<标签> 1.3-1 1.3.3 训练
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-xgboost:<标签> 1.3-1 1.3.3 inference_graviton
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-xgboost:<标签> 1.2-2 1.2.0 推理
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-xgboost:<标签> 1.2-2 1.2.0 训练
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-xgboost:<标签> 1.2-1 1.2.0 推理
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-xgboost:<标签> 1.2-1 1.2.0 训练
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-xgboost:<标签> 1.0-1 1.0.0 推理
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-xgboost:<标签> 1.0-1 1.0.0 训练
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/xgboost:<标签> 1 0.72 推理
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/xgboost:<标签> 1 0.72 训练
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-xgboost:<标签> 0.90-2 0.90 推理
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-xgboost:<标签> 0.90-2 0.90 训练
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-xgboost:<标签> 0.90-1 0.90 推理
106583098589.dkr.ecr.ap-southeast-4.amazonaws.com/sagemaker-xgboost:<标签> 0.90-1 0.90 训练