Deep learning training and inference on GUPs

Abstract:

We explain how NVIDIA GPUs accelerate computation in two common areas of research: computer vision and natural language processing. We discuss advances in neural network architecture from NVIDIA Research, introduce NVIDIA libraries for training and deploying neural networks (cuDNN and TensorRT), and provide a live demo of training and inference using NVIDIA GPU Cloud.