Publications by authors named "Robby Luo"
Article Synopsis
- GPUs are essential in technology, and boosting their performance requires understanding and optimizing both their architecture and software code, which can be challenging due to confidentiality of source code.
- ShaderAnalyzer is introduced as a solution that uses graph mining and machine learning to analyze low-level machine codes from GPUs, helping identify areas for performance improvement.
- The framework assists engineers by detecting frequently occurring patterns in code, guiding them to fine-tune segments with the most potential for performance gains, and providing insights for future hardware design.
