1 citations · 2 across the 6 of their papers we have counts for
Showing 2024Show all
2 papers · 1 filter
cs.PF2024★ 1 cited
Automating Energy-Efficient GPU Kernel Generation: A Fast Search-Based Compilation Approach
Yijia Zhang, Zhihong Gou, Shijie Cao +4
Deep Neural Networks (DNNs) have revolutionized various fields, but their deployment on GPUs often leads to significant energy consumption. Unlike existing methods for reducing GPU…
cs.CL2024★ 1 cited
BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation
Dayou Du, Yijia Zhang, Shijie Cao +4
The upscaling of Large Language Models (LLMs) has yielded impressive advances in natural language processing, yet it also poses significant deployment challenges. Weight quantizati…