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Dynamic branch predictor using deep learning

Team project on deep-learning-based dynamic branch prediction to reduce branching cost and improve processor pipeline execution behavior.

2022-10-18 • 1 min read
Paper

Overview

Improve branch prediction quality to reduce pipeline stalls and branching overhead.

System design

  • Prototype deep-learning branch prediction engine
  • Experimental evaluation pipeline for branching scenarios
  • Analysis integrated into publication reporting

Results

  • Publication-ready analysis for ICICICT 2022
  • Undergraduate capstone research under academic supervision