🌟 Summary
The Ultralytics v8.2.71
release focuses on refining model training commands, enhancing the CLI, and fixing some documentation inconsistencies.
📊 Key Changes
- Matrix Parallelism: Increased max-parallel jobs from 6 to 10.
- Retry Logic Modification: Adjusted retry wait time from 30 to 60 seconds.
- Documentation Fixes: Corrected CLI commands for training (
yolo classify train
,yolo segment train
,yolo obb train
,yolo pose train
) and removed some outdated notes on SAM 2. - Gitignore Update: Added
requirements.txt
,setup.py
, and other files to the.gitignore
list. - CLI Enhancements: Updated CLI task options to include
obb
and added a new modebenchmark
.
🎯 Purpose & Impact
- Enhanced Parallelism: Increasing max parallel jobs accelerates CI workflows, thereby improving overall efficiency and quicker feedback loops. 🚀
- Improved Job Reliability: With longer wait times before retrying jobs, the update aims to reduce the number of job failures, making the process more robust. 🛠️
- Command Accuracy: The corrected training commands ensure that users are employing the right commands, reducing the chances of errors and improving user experience. ✅
- Refined CLI Use: The added
obb
task option andbenchmark
mode provide users with more versatility and capabilities within the CLI, enabling better performance analysis and use-case flexibility. 💡