[Enhancement] Create performance benchmark suite
Open
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 37.8k
- Forks
- 4.3k
- Avg merge
- 7m
- Merged PRs (30d)
- 1
Description
Scope
Create benchmarks/ directory with scripts to measure:
- RTF (Real-Time Factor) on different hardware
- Memory usage during inference
- Model loading time
- Batch processing throughput
Output
BENCHMARKS.mdwith results table- Easy-to-run benchmark script for users
- Hardware comparison matrix
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 reviewing the repository's existing inference usage and the requested measurements before creating the benchmarks/ directory. Define how the scripts measure RTF, memory usage, model loading time, and batch throughput, then document results in BENCHMARKS.md with a hardware comparison matrix and an easy-to-run command.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- performance, testing
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 38/100