Interactive Data Movement Visualization for Program Performance Optimization

Interactive Data Movement Visualization for Program Performance Optimization

Scalable Parallel Computing Lab, SPCL @ ETH Zurich via YouTube Direct link

Example: BERT Transformer Encoder

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Example: BERT Transformer Encoder

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Interactive Data Movement Visualization for Program Performance Optimization

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  1. 1 Intro
  2. 2 Optimization: State of the Practice
  3. 3 Interactive Data Movement Optimization
  4. 4 The SDFG IR
  5. 5 Static Dataflow Analysis
  6. 6 Example: BERT Transformer Encoder
  7. 7 Close-Up Reuse Analysis
  8. 8 Example: Stencil Optimization
  9. 9 Conclusion and Outlook
  10. 10 Tool Demo & Information

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