changed default value to switch to python vs tensorflow based iteration #694
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Outdated suggestions cannot be applied.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.
This just changes the default switch from iterating with a tensorflow backend vs a python backend at a smaller dataset size.
I was experimenting around a bit and found issues with datasets > 1GB with the tensorflow based iteration. So it seems safer to make the default the python-based iteration/sampling for any dataset bigger than 512MB. The speed gains for the tensorflow-based iteration aren't too big anyway.