components automl_hts_automl_training_step - Azure/azureml-assets GitHub Wiki

AutoML HTS - AutoML Training

automl_hts_automl_training_step

Overview

Version: 0.0.7

View in Studio: https://ml.azure.com/registries/azureml/components/automl_hts_automl_training_step/version/0.0.7

Inputs

Name Description Type Default Optional Enum
aggregated_data Aggregated data to train level. uri_folder
metadata Metadata calculated from setup step. uri_folder
data_agg_metadata Metadata calcuated from data aggregation step. uri_folder
instance_count Number of nodes in a compute cluster we will run the AutoML train step on. integer
max_concurrency_per_instance Number of processes that will be run concurrently on any given node. This number should not be larger than 1/2 of the number of cores in an individual node in the specified cluster integer
parallel_step_timeout_in_seconds The PRS step time out settings is seconds. integer 3600
enable_engineered_explanation Enable ebgubeered explanation. boolean
enable_event_logger Enable event logger. boolean True True

Outputs

Name Description Type
output_metadata The calculated metadata from data aggregation step. uri_folder
prs_output The PRS default output. uri_folder
⚠️ **GitHub.com Fallback** ⚠️