Megvii-BaseDetection / Megvii-BaseDetection/DynamicRouting
Where and how to calculate FLOPs
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 380
- Forks
- 45
- PR merge metrics
- No merged PRs in 30d
Description
Hello, although I'm researching in a different area, I was inspired by your article and want to try incorporating FLOPs into the calculation of the loss function. In your code, where exactly is the method for calculating FLOPs, as shown in the figure below?
Contributor guide
No contributing guide indexed for this repository
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 searching the Python source for FLOPs-related calculations and the loss-function entry points. Trace how the calculation shown in the linked figure would connect to training, then document the relevant location and usage. Done means the repository identifies where FLOPs are calculated or confirms that the method is absent.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Documentation
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 15/100