Perry Gibson

Fault Localization for Buggy Deep Learning Framework Conversions in Image Recognition

2023 · arXiv (Cornell University)

When deploying Deep Neural Networks (DNNs), developers often convert models from one deep learning framework to another (e.g., TensorFlow to PyTorch). However, this process is error-prone and can impact target model accuracy. To identify the …