Hotline: Automatic Annotation and A Multi-Scale Timeline for Visualizing Time-Use in DNN Training

Research Paper | Website | Demo

Publication

Hotline originates from the following research work.

Hotline Profiler: Automatic Annotation and A Multi-Scale Timeline for Visualizing Time-Use in DNN Training.

Daniel Snider, Fanny Chevalier and Gennady Pekhimenko.

Sixth Conference on Machine Learning and Systems (MLSys 2023)

If you used Hotline in your research, please cite our paper. Bibtex:

@article{2023Hotline,
  title={Hotline Profiler: Automatic Annotation and A Multi-Scale Timeline for Visualizing Time-Use in DNN Training},
  author={Snider, Daniel and Chevalier, Fanny and Pekhimenko, Gennady},
  journal={Conference on Machine Learning and Systems (MLSys)},
  year={2023}
}

Usage

User guide walk through for Hotline is coming soon. Post +1 on this issue be notified.

License

Hotline is released under the Apache 2.0 license.