Basic transpose is significantly harder to do than in python
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- Dominant language
- Java
- Stars
- 928
- Forks
- 227
- PR merge metrics
- No merged PRs in 30d
Description
In python, you can transpose a tensor by simply calling tf.transpose(x). However, in java, the perm argument is not optional, and setting it to n-1..0 is not trivial. I haven't looked to far into your codegen setup, but generating a single argument transpose method would be very helpful for how much it is used.
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 locating the generated Java binding and codegen definition for transpose, then compare its required perm argument with Python's tf.transpose behavior. Define the single-argument API for reversing dimensions and verify the generated binding with the relevant transpose tests; done means callers no longer need to construct perm for the basic case.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- java
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 38/100