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2 changes: 1 addition & 1 deletion how-to-use-azureml/machine-learning-pipelines/parallel-run/README.md
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Expand Up @@ -64,7 +64,7 @@ base_image_registry.password = "password"

## Create a batch inference job

**ParallelRunStep** is a newly added step in the azureml.pipeline.steps package. You will use it to add a step to create a batch inference job with your Azure machine learning pipeline. (Use batch inference without an Azure machine learning pipeline is not supported yet). ParallelRunStep has all the following parameters:
**ParallelRunStep** is in the azureml.pipeline.steps package. You will use it to add a step to create a batch inference job with your Azure machine learning pipeline. (Use batch inference without an Azure machine learning pipeline is not supported yet). ParallelRunStep has all the following parameters:
- **name**: this name will be used to register batch inference service, has the following naming restrictions: (unique, 3-32 chars and regex ^\[a-z\]([-a-z0-9]*[a-z0-9])?$)
- **parallel_run_config**: ParallelRunConfig as defined above.
- **inputs**: one or more Dataset objects.
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