Tensorflow profiler java bindings
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- Dominant language
- Java
- Stars
- 928
- Forks
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Description
Tensorflow Java Version 1.1.0
In python you can enable the tensor profiler by doing
[tf.profiler.experimental.start](https://www.tensorflow.org/api_docs/python/tf/profiler/experimental/start)
Does anything similar exist in the java bindings ? I see ProfileOptions as a class but it seems to not be used anywhere. Tracing seems to able to be turned on in the ConfigProto/RunOptions configuration though im not sure if I make it write to disk
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 reviewing the Java ProfileOptions class and the ConfigProto/RunOptions tracing configuration mentioned in the issue, then compare them with Python's tf.profiler.experimental.start API. Verify whether Java can enable profiling and write results to disk; done should be a confirmed supported path or a clearly scoped binding change.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- java, tensorflow
- Domain
- backend-api-design, performance
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100