Support for Model load - General issues with Model loading
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Nobody has claimed this yet.
- Dominant language
- Java
- Stars
- 928
- Forks
- 227
- PR merge metrics
- No merged PRs in 30d
Description
- Is there a way to expose the TF C++ file
tensorflow/c/checkpoint_reader.cc(classCheckpointReader) to the Java framework? We need this to restore weights and variables from checkpoints and saved models. (@rnett @karllessard @Craigacp). TF Python calls out to this C++ class for this functionality.
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.
- Open a pull request that references the issue number.
Research direction
Start by reading tensorflow/c/checkpoint_reader.cc and the CheckpointReader class, then compare its checkpoint and saved-model responsibilities with what the Java framework currently exposes. Done means establishing a decided Java-facing way to restore weights and variables, including the scope of the required bindings.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- java, tensorflow
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100