아시아 태평양(말레이시아)용 Docker 레지스트리 경로 및 예제 코드(ap-southeast-5) - ECR 경로

기계 번역으로 제공되는 번역입니다. 제공된 번역과 원본 영어의 내용이 상충하는 경우에는 영어 버전이 우선합니다.

아시아 태평양(말레이시아)용 Docker 레지스트리 경로 및 예제 코드(ap-southeast-5)

다음 주제에서는 Amazon SageMaker AI에서 제공하는 각 알고리즘 및 딥 러닝 컨테이너에 대한 파라미터를 나열합니다 AWS 리전.

PyTorch(DLC)

지원되는 PyTorch 버전과 지원되지 않는 PyTorch 버전에 대한 자세한 내용은 딥 러닝 컨테이너 개발자 안내서의 프레임워크 지원 정책 표를 참조하세요. AWS

다음 SageMaker AI Python SDK 예제에서는 특정 레지스트리 경로를 검색하는 방법을 보여줍니다.

from sagemaker import image_uris image_uris.retrieve(framework='pytorch',region='ap-southeast-5',version='1.8.0',py_version='py3',image_scope='inference', instance_type='ml.c5.4xlarge')
레지스트리 경로 버전 작업 유형(이미지 범위) 프로세서 유형 Python 버전
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<태그> 2.7.1 학습 CPU, GPU py312
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<태그> 2.6.0 추론 CPU, GPU py312
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<태그> 2.6.0 학습 CPU, GPU py312
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<태그> 2.5.1 추론 CPU, GPU py311
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<태그> 2.5.1 학습 CPU, GPU py311
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<태그> 2.4.0 추론 CPU, GPU py311
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference-graviton:<태그> 2.4.0 inference_graviton CPU py311
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<태그> 2.4.0 학습 CPU, GPU py311
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<태그> 2.3.0 추론 CPU, GPU py311
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference-graviton:<태그> 2.3.0 inference_graviton CPU py311
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<태그> 2.3.0 학습 CPU, GPU py311
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference-graviton:<태그> 2.2.1 inference_graviton CPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<태그> 2.2.0 추론 CPU, GPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<태그> 2.2.0 학습 CPU, GPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<태그> 2.1.0 추론 CPU, GPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference-graviton:<태그> 2.1.0 inference_graviton CPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<태그> 2.1.0 학습 CPU, GPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<태그> 2.0.1 추론 CPU, GPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference-graviton:<태그> 2.0.1 inference_graviton CPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<태그> 2.0.1 학습 CPU, GPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<태그> 2.0.0 추론 CPU, GPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference-graviton:<태그> 2.0.0 inference_graviton CPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<태그> 2.0.0 학습 CPU, GPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<태그> 1.13.1 추론 CPU, GPU py39
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<태그> 1.13.1 학습 CPU, GPU py39
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<태그> 1.12.1 추론 CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference-graviton:<태그> 1.12.1 inference_graviton CPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<태그> 1.12.1 학습 CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<태그> 1.12.0 추론 CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<태그> 1.12.0 학습 CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<태그> 1.11.0 추론 CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<태그> 1.11.0 학습 CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<태그> 1.10.2 추론 CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<태그> 1.10.2 학습 CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<태그> 1.10.0 추론 CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<태그> 1.10.0 학습 CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<태그> 1.9.1 추론 CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<태그> 1.9.1 학습 CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<태그> 1.9.0 추론 CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<태그> 1.9.0 학습 CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<태그> 1.8.1 추론 CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<태그> 1.8.1 학습 CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<태그> 1.8.0 추론 CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<태그> 1.8.0 학습 CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<태그> 1.7.1 추론 CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<태그> 1.7.1 학습 CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<태그> 1.6.0 추론 CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<태그> 1.6.0 학습 CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<태그> 1.5.0 추론 CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<태그> 1.5.0 학습 CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<태그> 1.4.0 추론 CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<태그> 1.4.0 학습 CPU, GPU py2, py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<태그> 1.3.1 추론 CPU, GPU py2, py3
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<태그> 1.3.1 학습 CPU, GPU py2, py3
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-inference:<태그> 1.2.0 추론 CPU, GPU py2, py3
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/pytorch-training:<태그> 1.2.0 학습 CPU, GPU py2, py3

Spark(알고리즘)

다음 SageMaker AI Python SDK 예제에서는 특정 레지스트리 경로를 검색하는 방법을 보여줍니다.

from sagemaker import image_uris image_uris.retrieve(framework='spark',region='ap-southeast-5',version='3.0',image_scope='processing')
레지스트리 경로 버전 작업 유형(이미지 범위)
841784149062.dkr.ecr.ap-southeast-5.amazonaws.com/sagemaker-spark-processing:<태그> 3.3 처리 중
841784149062.dkr.ecr.ap-southeast-5.amazonaws.com/sagemaker-spark-processing:<태그> 3.2 처리 중
841784149062.dkr.ecr.ap-southeast-5.amazonaws.com/sagemaker-spark-processing:<태그> 3.1 처리 중
841784149062.dkr.ecr.ap-southeast-5.amazonaws.com/sagemaker-spark-processing:<태그> 3.0 처리 중
841784149062.dkr.ecr.ap-southeast-5.amazonaws.com/sagemaker-spark-processing:<태그> 2.4 처리 중

Tensorflow(DLC)

지원되는 TensorFlow 버전과 지원되지 않는 TensorFlow 버전에 대한 자세한 내용은 딥 러닝 컨테이너 개발자 안내서의 프레임워크 지원 정책 표를 참조하세요. AWS

다음 SageMaker AI Python SDK 예제에서는 특정 레지스트리 경로를 검색하는 방법을 보여줍니다.

from sagemaker import image_uris image_uris.retrieve(framework='tensorflow',region='ap-southeast-5',version='1.12.0',image_scope='inference',instance_type='ml.c5.4xlarge')
레지스트리 경로 버전 작업 유형(이미지 범위) 프로세서 유형 Python 버전
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 2.19.0 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 2.19.0 학습 CPU, GPU py312
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 2.18.0 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 2.18.0 학습 CPU, GPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 2.16.2 학습 CPU, GPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 2.16.1 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference-graviton:<태그> 2.16.1 inference_graviton CPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 2.14.1 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference-graviton:<태그> 2.14.1 inference_graviton CPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 2.14.1 학습 CPU, GPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 2.13.0 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference-graviton:<태그> 2.13.0 inference_graviton CPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 2.13.0 학습 CPU, GPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 2.12.1 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference-graviton:<태그> 2.12.1 inference_graviton CPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 2.12.0 학습 CPU, GPU py310
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 2.11.1 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 2.11.0 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 2.11.0 학습 CPU, GPU py39
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 2.10.1 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 2.10.1 학습 CPU, GPU py39
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 2.10.0 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 2.9.3 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 2.9.2 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 2.9.2 학습 CPU, GPU py39
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference-graviton:<태그> 2.9.1 inference_graviton CPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 2.8.4 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 2.8.0 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 2.8.0 학습 CPU, GPU py39
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 2.7.1 학습 CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 2.7.0 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 2.6.3 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 2.6.3 학습 CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 2.6.2 학습 CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 2.6.0 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 2.6.0 학습 CPU, GPU py38
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 2.5.1 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 2.5.1 학습 CPU, GPU py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 2.5.0 학습 CPU, GPU py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 2.4.3 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 2.4.3 학습 CPU, GPU py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 2.4.1 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 2.4.1 학습 CPU, GPU py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 2.3.2 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 2.3.2 학습 CPU, GPU py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 2.3.1 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 2.3.1 학습 CPU, GPU py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 2.3.0 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 2.3.0 학습 CPU, GPU py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 2.2.2 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 2.2.2 학습 CPU, GPU py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 2.2.1 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 2.2.1 학습 CPU, GPU py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 2.2.0 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 2.2.0 학습 CPU, GPU py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 2.1.3 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 2.1.3 학습 CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 2.1.2 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 2.1.2 학습 CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 2.1.1 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 2.1.1 학습 CPU, GPU py2, py3
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 2.1.0 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 2.1.0 학습 CPU, GPU py2, py3
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 2.0.4 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 2.0.4 학습 CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 2.0.3 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 2.0.3 학습 CPU, GPU py3, py36
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 2.0.2 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 2.0.2 학습 CPU, GPU py2, py3
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 2.0.1 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 2.0.1 학습 CPU, GPU py2, py3
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 2.0.0 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 2.0.0 학습 CPU, GPU py2, py3
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 1.15.5 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 1.15.5 학습 CPU, GPU py3, py36, py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 1.15.4 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 1.15.4 학습 CPU, GPU py3, py36, py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 1.15.3 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 1.15.3 학습 CPU, GPU py2, py3, py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 1.15.2 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 1.15.2 학습 CPU, GPU py2, py3, py37
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 1.15.0 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 1.15.0 학습 CPU, GPU py2, py3
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 1.14.0 추론 CPU, GPU -
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-training:<태그> 1.14.0 학습 CPU, GPU py2, py3
550225433462.dkr.ecr.ap-southeast-5.amazonaws.com/tensorflow-inference:<태그> 1.13.0 추론 CPU, GPU -