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GTC On-Demand

New Developer Tools
Presentation
Media
CUDA 9 and Beyond
Mark Harris (NVIDIA)
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 yo ...Read More
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.  Back
 
Keywords:
New Developer Tools, Deep Learning and AI, HPC and Supercomputing, GTC Washington D.C. 2017 - ID DC7146
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Programming Languages
Presentation
Media
CUDA 9 and Beyond
Mark Harris (NVIDIA)
CUDA is NVIDIA's parallel computing platform and programming model. You'll learn about new programming model enhancements and performance improvements in the latest release of CUDA; preview upcoming GPU programming technology; and gain i ...Read More

CUDA is NVIDIA's parallel computing platform and programming model. You'll learn about new programming model enhancements and performance improvements in the latest release of CUDA; preview upcoming GPU programming technology; and gain insight into the philosophy driving the development of CUDA and how it will take advantage of current and future GPUs. You will learn about NVIDIA's vision for CUDA and the challenges for the future of parallel software development.

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Keywords:
Programming Languages, Tools and Libraries, GTC 2017 - ID S7132
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