PyTorchDistribution 클래스

PyTorch 배포 구성.

상속

azure.ai.ml.entities._job.distribution.DistributionConfiguration

PyTorchDistribution

생성자

PyTorchDistribution(*, process_count_per_instance: int | None = None, **kwargs: Any)

키워드 전용 매개 변수

Name	Description
process_count_per_instance	Optional[int] 노드당 프로세스 수입니다.

예제

PyTorchDistribution을 사용하여 CommandComponent를 구성합니다.

   from azure.ai.ml import PyTorchDistribution
   from azure.ai.ml.entities import CommandComponent

   component = CommandComponent(
       name="microsoftsamples_torch",
       description="This is the PyTorch command component",
       inputs={
           "component_in_number": {"description": "A number", "type": "number", "default": 10.99},
           "component_in_path": {"description": "A path", "type": "uri_folder"},
       },
       outputs={"component_out_path": {"type": "uri_folder"}},
       command="echo Hello World & echo ${{inputs.component_in_number}} & echo ${{inputs.component_in_path}} "
       "& echo ${{outputs.component_out_path}}",
       environment="AzureML-sklearn-1.0-ubuntu20.04-py38-cpu:33",
       distribution=PyTorchDistribution(
           process_count_per_instance=2,
       ),
       instance_count=2,
   )

변수

Name	Description
type	str 배포 유형을 지정합니다. 이 클래스에 대해 자동으로 "pytorch"로 설정합니다.