Learn the benefits of offloading data preprocessing to the GPU and how to do it with DALI. While GPUs’ computational power increases, providing them with the data fast enough is getting more difficult. We developed NVIDIA DALI® to solve this problem. DALI offers ready-made operations for creating GPU-powered data preprocessing pipelines. DALI supports audio, image, video, and volumetric data. You can easily integrate DALI with any deep learning framework. You'll see that DALI works well not only with training, but also with inference, via the Triton Inference Server support. Learn the basics of GPU-based data preprocessing with DALI, as well as what new features and advanced topics we introduced with DALI 1.0.