Introduction to Optimizing CPU and GPU Performance In high-performance computing and large-scale parallel task processing, GPUs have become indispensable accelerators. To fully utilize GPU computing capabilities, it is crucial to optimize CPU and GPU relationships by reasonably allocating and binding CPU cores to GPUs. This article will delve into the

Mitchell Stern et al. 2018 introduced the prototype concept of speculative decoding. This method has since been further developed and refined by various approaches, including Lookahead Decoding, REST, Medusa and EAGLE, significantly accelerating the inference process of large language models (LLMs). One might wonder: will speculative decoding in LLMs harm