DALI v0.4.0
Pre-release
Pre-release
Bug fixes
- Fixed ability to use the same output from the support operator by CPU and GPU stage
- Removed inconsistent-missing-override Clang warning (#197)
- Fixed clang warnings in half.hpp and tests (#194)
- Resolved conflicting build dirs (#189)
- Removed the redundant imports and spaces in pytorch example (#190)
- Fixed table in README.rst
- Fixed reporting of the end of epoch in MXNet and pyTorch plugins (#180)
- Fixed parsing of JPEG headers (#175)
- Maked assigning of the classes to discovered dirs by file reader base on alphabetic order.
- Fixed BMP size reading
- Moved wait in multiple input sets case to the common place to guard against problem reoccurring in newly added ops
- Removed batch_size_ from CoinFlip operator (#152)
- Fixed corruption in MXNet reader when image is split between multiple records (#216)
Improvements
- Added bounding box mirror operator (#188)
- Added random crop for SSD (#176)
- Added COCO dataset reader (#110)
- Removed visibility of all non DALI symbols and test if ABI is clean (#191)
- Added support for pad in MXNet plugin (#186)
- Reduced memory usage (#195)
- Made libprotobuf internal to DALI only (#179)
- Added CUDA 10 based build (#178)
- Made use epoch_size instead of hardcoded values (#174)
- Added random paste operator (#105)
- Added clang build (#163)
- Added png in testing pipeline, add some of tiff routines
- Made files to be copied after build not only when libdali is rebuild
- Put common test code into one file
- Upgraded OpenCV to 3.4.3 (#168)
- Added color-twist operator (#164)
- Changed MxNet to 1.3.0 no-beta (#183)
- Added better sharding when number of shards does not divide the dataset size evenly (#181)
- Updated google benchmark to v1.4.1 + several fixes (#182)
- Added CPU versions of Crop/CropCastPermute operators (#148)
- Added info about posting questions and problems
- Updated PyTorch example to be alligned with the reent APEX release (#206)
- Improved load balancing nvJPEG work (#217)
- Updated nvJPEG to 0.2.0 version (#227)
- Added fine grained control over output buffers in the pipeline (#212)
Binary builds
Install via pip:
pip install --extra-index-url https://developer.download.nvidia.com/compute/redist nvidia-dali==0.4.0
Or use direct download links:
- https://developer.download.nvidia.com/compute/redist/nvidia-dali/nvidia_dali-0.4.0-37472-cp27-cp27mu-manylinux1_x86_64.whl
- https://developer.download.nvidia.com/compute/redist/nvidia-dali/nvidia_dali-0.4.0-37472-cp34-cp34m-manylinux1_x86_64.whl
- https://developer.download.nvidia.com/compute/redist/nvidia-dali/nvidia_dali-0.4.0-37472-cp35-cp35m-manylinux1_x86_64.whl
- https://developer.download.nvidia.com/compute/redist/nvidia-dali/nvidia_dali-0.4.0-37472-cp36-cp36m-manylinux1_x86_64.whl