的 Docker 登錄檔路徑和範例程式碼 (ap-east-2) - ECR 路徑

本文為英文版的機器翻譯版本,如內容有任何歧義或不一致之處,概以英文版為準。

的 Docker 登錄檔路徑和範例程式碼 (ap-east-2)

下列主題列出 Amazon SageMaker AI 在此中提供的每個演算法和深度學習容器的參數 AWS 區域。

PyTorch (DLC)

如需有關支援和不支援的 PyTorch 版本的資訊,請參閱AWS 《 深度學習容器開發人員指南》中的架構支援政策表

下列 SageMaker AI Python SDK 範例示範如何擷取特定的登錄檔路徑。

from sagemaker import image_uris image_uris.retrieve(framework='pytorch',region='ap-east-2',version='1.8.0',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge')
登錄檔路徑 版本 工作類型 (影像範圍) 處理器類型 Python 版本
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.7.1 訓練 CPU、GPU py312
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.6.0 推論 CPU, GPU py312
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.6.0 訓練 CPU、GPU py312
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.5.1 推論 CPU, GPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.5.1 訓練 CPU、GPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.4.0 推論 CPU, GPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.4.0 推論_graviton CPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.4.0 訓練 CPU、GPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.3.0 推論 CPU, GPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.3.0 推論_graviton CPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.3.0 訓練 CPU、GPU py311
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.2.1 推論_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.2.0 推論 CPU、GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.2.0 訓練 CPU、GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.1.0 推論 CPU、GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.1.0 推論_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.1.0 訓練 CPU、GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.0.1 推論 CPU、GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.0.1 推論_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.0.1 訓練 CPU、GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 2.0.0 推論 CPU、GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference-graviton:<tag> 2.0.0 推論_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 2.0.0 訓練 CPU、GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.13.1 推論 CPU、GPU py39
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.13.1 訓練 CPU、GPU py39
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.12.1 推論 CPU、GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference-graviton:<tag> 1.12.1 推論_graviton CPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.12.1 訓練 CPU、GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.12.0 推論 CPU、GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.12.0 訓練 CPU、GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.11.0 推論 CPU、GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.11.0 訓練 CPU、GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.10.2 推論 CPU、GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.10.2 訓練 CPU、GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.10.0 推論 CPU、GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.10.0 訓練 CPU、GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.9.1 推論 CPU、GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.9.1 訓練 CPU、GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.9.0 推論 CPU、GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.9.0 訓練 CPU、GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.8.1 推論 CPU、GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.8.1 訓練 CPU、GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.8.0 推論 CPU、GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.8.0 訓練 CPU、GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.7.1 推論 CPU、GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.7.1 訓練 CPU、GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.6.0 推論 CPU、GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.6.0 訓練 CPU、GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.5.0 推論 CPU、GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.5.0 訓練 CPU、GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.4.0 推論 CPU、GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.4.0 訓練 CPU、GPU py2、py3、py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.3.1 推論 CPU、GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.3.1 訓練 CPU、GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-inference:<tag> 1.2.0 推論 CPU、GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/pytorch-training:<tag> 1.2.0 訓練 CPU、GPU py2, py3

Spark (演算法)

下列 SageMaker AI Python SDK 範例示範如何擷取特定的登錄檔路徑。

from sagemaker import image_uris image_uris.retrieve(framework='spark',region='ap-east-2',version='3.0',image_scope='processing')
登錄檔路徑 版本 工作類型 (影像範圍)
533267296287.dkr.ecr.ap-east-2.amazonaws.com/sagemaker-spark-processing:<tag> 3.3 處理
533267296287.dkr.ecr.ap-east-2.amazonaws.com/sagemaker-spark-processing:<tag> 3.2 處理
533267296287.dkr.ecr.ap-east-2.amazonaws.com/sagemaker-spark-processing:<tag> 3.1 處理
533267296287.dkr.ecr.ap-east-2.amazonaws.com/sagemaker-spark-processing:<tag> 3.0 處理
533267296287.dkr.ecr.ap-east-2.amazonaws.com/sagemaker-spark-processing:<tag> 2.4 處理

Tensorflow (DLC)

如需有關支援和不支援 TensorFlow 版本的資訊,請參閱AWS 《 深度學習容器開發人員指南》中的架構支援政策表

下列 SageMaker AI Python SDK 範例示範如何擷取特定的登錄檔路徑。

from sagemaker import image_uris image_uris.retrieve(framework='tensorflow',region='ap-east-2',version='1.12.0',image_scope='inference',instance_type='ml.c5.4xlarge')
登錄檔路徑 版本 工作類型 (影像範圍) 處理器類型 Python 版本
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.19.0 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.19.0 訓練 CPU、GPU py312
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.18.0 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.18.0 訓練 CPU、GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.16.2 訓練 CPU、GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.16.1 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference-graviton:<tag> 2.16.1 推論_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.14.1 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference-graviton:<tag> 2.14.1 推論_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.14.1 訓練 CPU、GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.13.0 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference-graviton:<tag> 2.13.0 推論_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.13.0 訓練 CPU、GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.12.1 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference-graviton:<tag> 2.12.1 推論_graviton CPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.12.0 訓練 CPU、GPU py310
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.11.1 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.11.0 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.11.0 訓練 CPU、GPU py39
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.10.1 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.10.1 訓練 CPU、GPU py39
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.10.0 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.9.3 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.9.2 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.9.2 訓練 CPU、GPU py39
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference-graviton:<tag> 2.9.1 推論_graviton CPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.8.4 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.8.0 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.8.0 訓練 CPU、GPU py39
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.7.1 訓練 CPU、GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.7.0 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.6.3 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.6.3 訓練 CPU、GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.6.2 訓練 CPU、GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.6.0 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.6.0 訓練 CPU、GPU py38
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.5.1 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.5.1 訓練 CPU、GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.5.0 訓練 CPU、GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.4.3 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.4.3 訓練 CPU、GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.4.1 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.4.1 訓練 CPU、GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.3.2 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.3.2 訓練 CPU、GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.3.1 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.3.1 訓練 CPU、GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.3.0 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.3.0 訓練 CPU、GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.2.2 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.2.2 訓練 CPU、GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.2.1 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.2.1 訓練 CPU、GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.2.0 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.2.0 訓練 CPU、GPU py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.1.3 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.1.3 訓練 CPU、GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.1.2 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.1.2 訓練 CPU、GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.1.1 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.1.1 訓練 CPU、GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.1.0 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.1.0 訓練 CPU、GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.0.4 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.0.4 訓練 CPU、GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.0.3 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.0.3 訓練 CPU、GPU py3, py36
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.0.2 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.0.2 訓練 CPU、GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.0.1 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.0.1 訓練 CPU、GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 2.0.0 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 2.0.0 訓練 CPU、GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 1.15.5 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 1.15.5 訓練 CPU、GPU py3, py36, py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 1.15.4 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 1.15.4 訓練 CPU、GPU py3, py36, py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 1.15.3 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 1.15.3 訓練 CPU、GPU py2, py3, py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 1.15.2 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 1.15.2 訓練 CPU、GPU py2, py3, py37
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 1.15.0 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 1.15.0 訓練 CPU、GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 1.14.0 推論 CPU、GPU -
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-training:<tag> 1.14.0 訓練 CPU、GPU py2, py3
975050140332.dkr.ecr.ap-east-2.amazonaws.com/tensorflow-inference:<tag> 1.13.0 推論 CPU, GPU -