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Data as of Oct 13, 2026Based on 11,467 AI responses
Reviewed by Dimitry Apollonsky
NVIDIA Data Loading Library (DALI) is an open-source, portable library that decodes and augments images, videos, and speech to accelerate deep learning workloads. It runs data processing pipelines on the GPU, serving as a drop-in replacement for built-in data loaders and iterators in TensorFlow, PyTorch, and MXNet to reduce training time. It supports multiple data formats, customizable pipelines, Python APIs, and interoperability with NVIDIA tools like TensorRT, Triton, and TAO for rapid multi-GPU scaling.
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