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components automl_hts_training
github-actions[bot] edited this page Jul 12, 2023
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Description: Enables AutoML Training for hts components.
Version: 0.0.1
Preview
View in Studio: https://ml.azure.com/registries/azureml/components/automl_hts_training/version/0.0.1
| 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 |
| Name | Description | Type |
|---|---|---|
| run_output | Folder URI representing the location of the output data | uri_folder |