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DALI v0.5.0

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@JanuszL JanuszL released this 26 Nov 23:26
v0.5.0
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Bug fixes

  • Fixed docstring of prefetch queue depth (#263)
  • Add checking if there is any supported jpeg inside batch for batch decode (#245)
  • Add enforce for num_shards > shard_id (#246)
  • Make jupyter example fully compatible with python3 (#233)
  • Add .clang-format for Google C++ style guide (#210)
  • Update MxNet version in the README (#204)
  • Fixed race condition in AsyncPipelinedExecutor destructor (#271)

Improvements

  • Increased seed size to int64 (#252)
  • SSD support for COCO reader (#196)
  • Move PyTorch example training pipeline to the CPU (#247)
  • Add version variable to init (#250)
  • Tiff decoding (#248)
  • Object orienting image module (#222)
  • Changing Tensor::ntensor() return type (#242)
  • Type safe reader with user-provided custom-type handling (#232)
  • Add pipelined execution completion callback setter (#226)
  • Add better errors in decoders (#218)
  • Make ABI test working with installed whl (#220)
  • Added new examples to online docs (#270)
  • Added Clang to Dockerfile.deps and pass CC and CXX as arguments (#264)
  • Added example demo for ResNet with TensorFlow and DALI (#251)
  • Remove unused private field (#205)

Breaking API changes

  • Random seed type changed from INT to INT64, therefore, serialized pipelines from versions prior to 0.5 are not compatible with the current DALI version.

Binary builds

Install via pip:
pip install --extra-index-url https://developer.download.nvidia.com/compute/redist nvidia-dali==0.5.0

Or use direct download links:

Assets 2