📄️ Explanation
- This dataset captures both tabular metadata and graph representations from deep learning training workflows, extracted via TensorFlow's XLA compiler.
📄️ How-To Guides
How to Predict Training Time Using Metadata
📄️ HLO Feature Dataset for AI Resource Estimation
A dataset designed to support AI-driven resource estimation like runtime prediction to support HPC scheduling optimization by leveraging compiler-level High-Level Optimizer (HLO) graph features and deep learning workload metadata.
📄️ Tutorials
Getting Started with the HLO Feature Dataset