benchopt / benchopt/benchmark_resnet_classif
Make Adam unit test pass
Open
- Dominant language
- Python
- Stars
- 12
- Forks
- 4
- PR merge metrics
- No merged PRs in 30d
Description
Currently the unit tests for model consistency using Adam do not pass.
Because the unit tests using SGD pass we know it's not about gradient estimation but rather the optimizer itself.
Contributor guide
No contributing guide indexed for this repository
Research direction
Locate the unit tests for model consistency and the Adam optimizer configuration, then compare their behavior with the passing SGD tests. Determine why Adam fails and consider the work done when the Adam consistency tests pass.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, pytorch
- Domain
- machine-learning, testing
- Issue type
- Bug
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 35/100