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DALI v0.3.0

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@JanuszL JanuszL released this 26 Sep 17:50

Bug fixes

  • Adjusted PyTorch Dali pipeline to be similar to MXNet example (#107)
  • Add CPU fallback for BMP images and conscious fail for GIF (#124)
  • Enable FileReader shuffling for GPU0 (#134)
  • Fix squeeze for tensor with 1 element
  • Fix segfault in MXNetReader when given bad path to index file
  • Increase timeout, parametrize Python version in Jupyter tests (#126)
  • Fix segfault in Filereader if directory does not exist.
  • Update Workspace docstrings (#111)
  • Allow pkg_config to fail in the search for JpegTurbo
  • Fixed wrong rewind in TFRecord reader (#167)

Improvements

  • Added CPU version of Resize operator (#127)
  • Added Caffe reader to TF multi reader example (#103)
  • Added filtering extensions that FileReader can read (#137)
  • Made DALI understand float16 input from python
  • Added float16 as possible output type to python
  • Added flip operator (#130)
  • Added 'at' method to TensorListGPU (#131)
  • Refactored tests (#91)
  • Shortened git SHA in the Sphinx docs to 7 chars (#108)
  • Made files to be copied during build into build_dir. (#87)
  • Added links to GTC presentation to README
  • Reduced number of pinned memory allocations (#169)

Binary builds

Install via pip:
pip install --extra-index-url https://developer.download.nvidia.com/compute/redist nvidia-dali==0.3.0

Or use direct download links: