DALI

Key Features and Enhancements

This DALI release includes the following key features and enhancements:

• Improved Dynamic Mode (ndd)
  • Added ndd.imread function for reading and decoding images (#6092)
  • Support dali random operators in dynamic mode (#6110, #6101, #6100, #6096, #6093, #6088)
  • Added automatic argument type conversion (#6095)
  • Improved documentation, annotations...

Key Features and Enhancements

This DALI release includes the following key features and enhancements:

• Introduced experimental Dynamic Mode: imperative execution model with lazy evaluation for easier integration into Python workflows. (#6066, #6064, #6060, #6056, #6042, #6039, #6037, #6036, #5954)
  • Dynamic mode: add augmentation gallery (#6057)
  • DALI Dynamic docs main page (#6052...

Key Features and Enhancements

This DALI release includes the following key features and enhancements:

• Added support for CUDA 13 and CUDA 12.9U1. (#5946)
• Added support for nvImageCodec 0.6.0.
• Improved CPU multithreading efficiency. (#5960, #5963, #5961)
  • Reduced lock contention on ARM CPUs.
  • Reduced number of mutex locks in ThreadPool.
  • Optimized spinlock hot path. *...

Key Features and Enhancements

This DALI release includes the following key features and enhancements:

• Added support for CUDA 12.9 (#5908)
• Added option to disable SSL verification for S3 bucket (#5907) Thank you @dimabasow for your contribution.
• Added support for loading nvComp from a Python wheel (#5894, #5889, #5909)
• Improved error messages in video loader with file name in...

Key Features and Enhancements

This DALI release includes the following key features and enhancements:

• Improved new (experimental) C API (#5879, #5872, #5866, #5857, #5835, #5868)
• Added support for CUDA 12.8U1 (#5850)
• Added CPU support to dali.fn.experimental.debayer (#5832) Thank you @5had3z for your contribution!
• Added support for nvImageCodec 0.5.0 (#5854)

Fixed Issue...