components automl_hts_training

AutoML Hierarchical Timeseries Forecasting - Training

automl_hts_training

Overview

Enables AutoML Training for hts components.

Version: 0.0.2

View in Studio: https://ml.azure.com/registries/azureml/components/automl_hts_training/version/0.0.2

Inputs

Name	Description	Type	Default	Optional	Enum
raw_data	Folder URI with training data to be partitioned	uri_folder
automl_config	The automl config yml/json used for training	uri_file
compute_name	Compute name for train pipeline.	string
max_nodes	Number of compute instance that used for PRS steps	integer
max_concurrency_per_node	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	integer	3600
enable_engineered_explanation	Flag on ebale engineered model explaination	boolean	False

Outputs

Name	Description	Type
run_output	Folder URI representing the location of the output data	uri_folder