Metadata-Version: 2.1
Name: nvidia-dali-tf-plugin-weekly-cuda120
Version: 1.31.0.dev20231008
Summary: NVIDIA DALI weekly  TensorFlow plugin for CUDA 12.0. Git SHA: ebf1f2e3a5a733b7fc145428975b801a182f5326
Home-page: https://github.com/NVIDIA/dali
Author: NVIDIA Corporation
License: Apache License 2.0
Description: TensorFlow plugin for NVIDIA DALI
        =================================
        
        The TensorFlow plugin enables usage of DALI with TensorFlow.
        
        The NVIDIA Data Loading Library (DALI) is a library for data loading and
        pre-processing to accelerate deep learning applications. It provides a
        collection of highly optimized building blocks for loading and processing
        image, video and audio data. It can be used as a portable drop-in replacement
        for built in data loaders and data iterators in popular deep learning frameworks.
        
        Deep learning applications require complex, multi-stage data processing pipelines
        that include loading, decoding, cropping, resizing, and many other augmentations.
        These data processing pipelines, which are currently executed on the CPU, have become a
        bottleneck, limiting the performance and scalability of training and inference.
        
        DALI addresses the problem of the CPU bottleneck by offloading data preprocessing to the
        GPU. Additionally, DALI relies on its own execution engine, built to maximize the throughput
        of the input pipeline. Features such as prefetching, parallel execution, and batch processing
        are handled transparently for the user.
        
        In addition, the deep learning frameworks have multiple data pre-processing implementations,
        resulting in challenges such as portability of training and inference workflows, and code
        maintainability. Data processing pipelines implemented using DALI are portable because they
        can easily be retargeted to TensorFlow, PyTorch, MXNet and PaddlePaddle.
        
        For more details please check the |release-doc|_.
        
        .. image:: https://raw.githubusercontent.com/NVIDIA/DALI/main/dali.png
            :width: 800
            :align: center
            :alt: DALI Diagram
        
        .. |release-doc| replace:: latest DALI Documentation
        .. _release-doc: https://docs.nvidia.com/deeplearning/dali/user-guide/docs/index.html
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Requires-Python: >=3.7, <3.12
Description-Content-Type: text/x-rst
