aws / aws/aws-step-functions-data-science-sdk-python
Hyperparameter are not getting picked up during `execute` in `stepfunctions.template.pipeline.train.TrainingPipeline`
- Dominant language
- Python
- Stars
- 299
- Forks
- 84
- PR merge metrics
- No merged PRs in 30d
Description
The hyperparameter set through `stepfunctions.template.pipeline.train.TrainingPipeline.execute(job_name=None, hyperparameters=None)` are not picked up during execution for DeepAR. Instead hyperparameters need to be set using `estimator.set_hyperparameters(**hyperparameters)` before `estimator` is passed as argument while instantiating ` stepfunctions.template.pipeline.train.TrainingPipeline(estimator, role, inputs, s3_bucket)`
Contributor guide
Research direction
Start at TrainingPipeline.execute(job_name=None, hyperparameters=None) and trace how the estimator is passed into the pipeline and invoked for DeepAR. Compare execute-provided values with estimator.set_hyperparameters(**hyperparameters); done means hyperparameters supplied to execute are used during DeepAR execution.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- aws, python
- Domain
- cloud, machine-learning
- Issue type
- Bug
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 38/100