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components automl_hts_training_setup_step
github-actions[bot] edited this page Sep 18, 2024
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Version: 0.0.6
View in Studio: https://ml.azure.com/registries/azureml/components/automl_hts_training_setup_step/version/0.0.6
| Name | Description | Type | Default | Optional | Enum |
|---|---|---|---|---|---|
| raw_data | Data used for HTS training. | uri_folder | |||
| automl_config | Config json/yml used for HTS training. | uri_file | |||
| instance_count | Number of nodes in a compute cluster we will run the 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_event_logger | Enable event logger. | boolean | True | True |
| Name | Description | Type |
|---|---|---|
| metadata | Metadata calculated from setup step. | uri_folder |
| processed_data | Processed data calculated from setup step. | uri_folder |
azureml://registries/azureml/environments/automl-gpu/labels/latest