Neural Architecture Codesign for Fast Bragg Peak Analysis
Published in 2nd Annual AAAI Workshop on AI to Accelerate Science and Engineering, 2024
We create a plug-and-play pipeline Morph that uses block based layers of a network to run Neural Architecture Search to find the optimal model for a given task. Then the pipeline runs quantization and pruning and makes a Pareto curve that the user can choose based on their needs. This is specifcally tailored for CPUs and FPGAs.