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cuDNN v8 New Advances in Deep Learning Acceleration: APIs, Optimizations, and How to Tackle the Future Challenges in Hardware and Software

Mostafa Hagog, NVIDIA | Kevin Vincent, NVIDIA | Yang Xu, NVIDIA

GTC 2020

This talk will include a high level description of the new cuDNN v8 API, its software architecture, and a walk through multiple user-scenarios and how the API can be used for the users benefits.