2 papers
cs.DC2026
Efficient, VRAM-Constrained xLM Inference on Clients
Aditya Ukarande, Deep Shekhar, Marc Blackstein +1
To usher in the next round of client AI innovation, there is an urgent need to enable efficient, lossless inference of high-accuracy large language models (LLMs) and vision languag…
cs.AR2020
AZP: Automatic Specialization for Zero Values in Gaming Applications
Mark W. Stephenson, Ram Rangan
Recent research has shown that dynamic zeros in shader programs of gaming applications can be effectively leveraged with a profile-guided, code-versioning transform. This transform…