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GTC ON-DEMAND

Developer Tools
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CUDA 9 and Beyond
Abstract:
CUDA is NVIDIA's parallel computing platform and programming model. In this talk, you'll learn about the new features in CUDA 9, including Cooperative Groups, an extension to the CUDA programming model for organizing groups of threads that helps you write efficient parallel algorithms that are safe, modular, and maintainable. You'll also learn about new features in CUDA that allow you to program the new Volta GPU architecture features such as Tensor Cores, providing the highest possible performance for deep learning training and inference. Finally, you'll get a preview of features and improvements coming to future releases of CUDA, and gain insight into the philosophy driving the development of CUDA and how it will take advantage of current and future GPUs.
 
Topics:
Developer Tools, Artificial Intelligence and Deep Learning, HPC and Supercomputing
Type:
Talk
Event:
GTC Washington D.C.
Year:
2017
Session ID:
DC7146
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