IEEE

Energy Cost Modelling for Optimizing Large Language Model Inference on Hardware Accelerators

Abstract: The rise of Large Language Models (LLMs) has significantly escalated the demand for efficient LLM inference, primarily fulfilled through cloud-based GPU computing. This approach, while ...
IEEE

Statistical Timing Analysis for Subthreshold Circuit Based on Bayesian Inference

Abstract: Accurately predicting the delay distribution of subthreshold circuits is crucial for verifying the timing closure of digital circuits and estimating parameter yields. The delay variation, ...