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component: pipelinesRelates to the SageMaker Pipeline PlatformRelates to the SageMaker Pipeline Platformtype: feature request
Description
Describe the feature you'd like
We want that Sagemaker's pipeline object parameters' UI will be able to retrieve not just a scalar but also tuple of two number that represent max and min values.
How would this feature be used? Please describe.
As we sent to tuning jobs parameters to build range from, we provide min and max value. For example:
hyperparameter_ranges = {
"learningWindow__windowsize": IntegerParameter(1, 15)
}
tuner = HyperparameterTuner(
estimator=estimator,
objective_metric_name=objective_metric_name,
metric_definitions=metric_definitions,
objective_type="Maximize",
hyperparameter_ranges=hyperparameter_ranges,
strategy=search_type,
max_jobs=search_iterations,
max_parallel_jobs=n_jobs
)
In order to enforce the user to select min and max from a certain range, and that the UI will enforce it even before the pipeline had start execution, we need a range radio button as this:
With the ability to choose what is the size of the step between values inside the range.
tomaszdudek7
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component: pipelinesRelates to the SageMaker Pipeline PlatformRelates to the SageMaker Pipeline Platformtype: feature request