tensorflow / tensorflow/probability
Eager execution for SGLD
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Description
Hi,
Can anyone explain me (or point to alternatives) why I cannot run SGLD in TF2?
https://github.com/tensorflow/probability/blob/4683836be3701e75f459494bd3de12edb7560a2d/tensorflow_probability/python/optimizer/sgld.py#L160
Kind regards,
Jordy
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
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Research direction
Start with the linked SGLD implementation at tensorflow_probability/python/optimizer/sgld.py line 160 and investigate why it cannot run with TF2 eager execution. Compare the observed behavior with the requested eager-execution use case and determine whether the outcome should be implementation support or documentation of alternatives; done requires a clear answer backed by a working or documented TF2 path.
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Assessment
- Tech stack
- tensorflow
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100