The tensor shapes are dropped, resulting in errors with TF 1.x
Nobody has claimed this yet.
Assessment
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Newbie friendliness
- 25/100
- Issue type
- Bug
- Clarity
- Needs clarification
- Activity status
- Stale
- Tech stack
- scala, tensorflow
- Domain
- machine-learning
Research direction
Start by reading the linked TensorFlow issue 3903 and the tensorframes code paths that create dynamic placeholders. Confirm where shapes are lost under TF 1.x and identify a reproducible failing case; done means the shapes are preserved and the reported errors no longer occur.
Written by the indexing model from the issue text.
Description
Recent versions of TF do not embed the shapes of dynamic placeholders by default, see this bug report:
https://github.com/tensorflow/tensorflow/issues/3903
- Dominant language
- Scala
- Stars
- 743
- Forks
- 158
- PR merge metrics
- No merged PRs in 30d
Getting set up
- Ships a Dockerfile or Docker Compose file
- No pull request template
- No contributing 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.
- Open a pull request that references the issue number.
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