Research Manuscript: Smarter Compute Engines for Greener ML
Event TypeResearch Manuscript
TimeTuesday, December 7th1:30pm - 2:35pm PST
DescriptionThis world is always seeking better hardware accelerators to improve machine learning computing performance. This session presents four research works focusing on optimizing computer hardware to improve machine learning execution performance. Efficient hardware accelerators incorporated with innovative optimizations are presented in this session to accelerate widely-used machine learning networks, such as 2D and 3D convolutional neural networks as well as reinforcement learning, with less energy consumption.