Add support for hyperparameter tuning jobs #1
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
… it's not yet supported.
Fix whitespaces. Make python3 to be default for pytorch estimator.
Add Pytorch estimator and model
…sion based on the current environment python version.
Add integ tests for pytorch prediction.
Add job base class
aws#11 updated master to reflect the public SDK. This change brings this branch up to date.
… method (aws#15) * Refactor EstimatorBase and Framework to have a prepare_for_training() method * Specify argument directly instead of using **kwargs
This is following the series of changes for introducing a prepare_for_training() function. This also includes a small change to allow RecordSet to generate the input channel format expected by fit()
Since publicly this is being known as "hyperparameter tuning" (or some variation of that), it doesn't make sense that we'd use "hpo" everywhere
* Initial checkin of SageMaker HPO Analytics library.
Follow-up to aws#39, which fixed the circular dependency
We originally weren't honoring job names passed through fit(). This change fixes that.
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
No description provided.