DALI Release 1.30.0
Using DALI 1.30.0
Note: DALI builds for NVIDIA® CUDA® 12 dynamically link the CUDA toolkit. To use DALI, install
the latest CUDA toolkit.
To upgrade to DALI 1.30.0 from a previous version of DALI, follow the installation and usage information in the DALI User Guide.
Note: The internal DALI C++ API used for operator’s implementation, and
the C++ API that enables using DALI as a library from native code, is
not yet officially supported. Hence these APIs may change in the next release
without advance notice.
Key Features and Enhancements
This DALI release includes the following key features and enhancements:
- Added support for running custom CPU and GPU Python operators (fn.*python_function) inside DALI asynchronous pipelines (#4965, #5038).
- Improved support for GPU Numba operator (plugin.numba.fn.experimental.numba_function) (#4000).
- Improved (fn.crop_mirror_normalize) performance (#4993, #4992).
- Added support for strides in subscript operator (#5007).
- Added support for video in predefined automatic augmentations (#5012).
- Added case insensitive mode in fn.readers.webdataset (#5016).
- Moved to CUDA 12.2U2 (#5027).
- Added Flax training examples (#5004, #4978).