Announcing Ultralytics v8.3.2 Release!
Summary
We’re excited to announce the release of Ultralytics 8.3.2! This update focuses on enhancing model performance with improved Automatic Mixed Precision (AMP) checks and ensuring deterministic training environments. These improvements aim to boost consistency and speed in your machine learning workflows.
Key Changes
- AMP Compatibility Tests: New tests enhance model training efficiency by leveraging faster, mixed-precision training without sacrificing accuracy.
- Deterministic Training: Ensures consistent outputs across runs, crucial for debugging and reliable results.
- Version Stability: Incremented from 8.3.1 to 8.3.2, this update enhances functionality and stability.
Purpose & Impact
- AMP Testing Enhancement: Faster training with mixed precision, improving speed and maintaining accuracy.
- Deterministic Training Setting: More predictable outcomes, aiding in debugging and result reliability.
- Version Stability: A more robust feature set for users.
What’s Changed
- Enable
result.show()for Jupyter notebooks by @glenn-jocher in PR #16573 - Fix button text in
docs/hometo match link by @jk4e in PR #16575 - Remove
dillpackage from Ultralytics by @glenn-jocher in PR #16574 - Fix AMP checks with
imgsz=256by @glenn-jocher in PR #16583
Full Changelog: View here
Try It Out!
We encourage you to try out the new release and experience the improvements firsthand. Your feedback is invaluable to us, so please share your thoughts and experiences.
For more details, visit the release page.
Happy experimenting! 