Semiconductor Engineering

The Limits Of AI’s Role In EDA Tools

AI is a set of algorithms capable of solving problems. But how relevant are they to the tasks that EDA performs?
IEEE

Sifter: An Efficient Operator Auto-Tuner With Speculative Design Space Exploration for Deep Learning Compiler

Abstract: Deep learning compiler can automatically optimize operators. It provides higher flexibility compared to vendor libraries. However, existing DNN operator tuning methods mostly rely on ...
IEEE

Comparative Review of Multi-Objective Optimization Algorithms for Design and Safety Optimization in Electric Vehicles

Abstract: Despite the widespread use of established optimization algorithms like Non-Dominated Sorting Genetic Algorithm-II (NSGA-II), Non-Dominated Sorting Genetic Algorithm-III (NSGA-III), and Multi ...
Diginomica

Ken Thompson's 1984 compiler warning is today's supply chain reality. Here's how capability analysis fights back

Software supply chain attacks are exploiting a dangerous blind spot - the difference between the code developers review and the software that actually runs. At the Open Source Summit, Google’s Eve ...
GitHub

LLM4AD: Large Language Model for Algorithm Design

LLM4AD is an open-source Python-based Platform leveraging Large Language Models (LLMs) for Automatic Algorithm Design (AD). Please refer to the paper [LLM4AD] for detailed information, including the ...