LSTM-based Prefetcher

Embedding LSTM model is implemented in this prefetcher, based on the paper: Learning Memory Access Patterns

Check the progress log file first

Model Structure:

Tested workload:

• Dhrystone: source code
  • Training Accuracy: 100%
  • Validating Accuracy: na%
• Canneal
  • Training Accuracy: na%
  • Validating Accuracy: na%
• Blackscholes
  • Training Accuracy: na%
  • Validating Accuracy: na%
• Ferret
  • Training Accuracy: na%
  • Validating Accuracy: na%