DALI
NVIDIA DALI is a library that transfers data uploading and preprocessing processes GPU for deep learning applications. It reduces the CPU bottleneck by processing image, video and audio data with optimized building blocks. It can be used to replace data uploaders on popular deep learning roofs.
DA
NVIDIA · Music & Audio Technology
STARS5.8K
FORKS688
COMMITS0
CONTRIBUTORS0
VERSIONv2.3.0
UPDATEDtoday
C++GPUData ProcessingDeep LearningApache-2.0
Common commercial products in this category: Adobe Audition, Ableton Live, Spotify
What can it do?
- You process image, video and audio data with optimized building blocks.
- By transferring data preprocessing steps CPU GPU you increase the efficiency of data lines.
- You create portable data processing lines compatible with TensorFlow, PyTorch and PaddlePaddle.
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