A Machine Learning Approach Towards SKILL Code Autocompletion

arXiv:2312.01921v2 Announce Type: replace-cross
Abstract: As Moore's Law continues to increase the complexity of electronic systems, Electronic Design Automation (EDA) must advance to meet global demand. An important example of an EDA technology is SKILL, a scripting language used to customize and extend EDA software. Recently, code generation models using the transformer architecture have achieved impressive results in academic settings and have even been used in commercial developer tools to improve developer productivity. To the best of our knowledge, this …

abstract advance arxiv autocompletion automation code code generation complexity cs.cl cs.pl cs.se demand design eda electronic electronic design automation example global language law machine machine learning scripting software systems technology transformer type