This repository contains the issues and posts of our work An Empirical Study on Numerical Bugs in Deep Learning Programs. We list these issues and posts in four markdown files as follows.
| File Name | Description |
|---|---|
| TensorFlow issues on GitHub | contains 100 numerical bugs developed on TensorFlow collected from GitHub |
| TensorFlow posts on StackOverflow | contains 100 numerical bugs developed on TensorFlow collected from StackOverflow |
| PyTorch issues on GitHub | contains 100 numerical bugs developed on PyTorch collected from GitHub |
| PyTorch posts on PyTorch Forum | contains 100 numerical bugs developed on PyTorch collected from PyTorch Forum |