DALI Release 0.3 Beta

This DALI 0.3 release is a beta release.

Key Features and Enhancements

This DALI release includes the following key features and enhancements.
  • Updated PyTorch ResNet-50 example to obtain expected accuracy (Top1 76%).

  • Introduced CPU variant of resize operator and added stand-alone flip operator.

  • Added support for DALI to work with float16 data passed from Python.

  • Added fallback to CPU for BMP images.

Using DALI 0.3 Beta

The 18.08 NVIDIA GPU Cloud (NGC) optimized container for MXNet, PyTorch, and TensorFlow, includes an older version of DALI. To upgrade to DALI 0.2 beta, follow the installation instructions in the DALI Quick Start Guide.

Refer to the DALI Developer Guide for usage details.