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Roofline Performance Model

 03-26-2025 03-26-2025 blog 7 minutes read (About 1078 words)
Understand the Performance Limitations and Gaps

 
Accelerated Computing, 
High Performance Computing, 
Computer Architecture, 
Performance  
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Numerical Errors In HPC and Deep Learning

 12-26-2023 12-26-2023 blog 4 minutes read (About 575 words)
Numerical Errors are Evil

 
Deep Learning, 
Numerical Errors, 
High Performance Computing  
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Amdahl's Law VS Gustafson's Law

 03-23-2022 03-23-2022 blog 3 minutes read (About 507 words)
Strong Scaling VS Weak Scaling

 
High Performance Computing, 
Parallel Computing  
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Multi-Thread Single-Stream VS Single-Thread Multi-Stream CUDA

 10-18-2021 05-12-2022 blog 13 minutes read (About 1946 words)
CUDA Programming Choices for CUDA Stream

 
Deep Learning, 
Mathematics, 
CUDA, 
High Performance Computing, 
Computer Architecture, 
Parallel Computing  
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Tensor Physical Layouts on Memory

 04-17-2019 08-23-2021 blog 3 minutes read (About 402 words)
Know Your Tensor!

 
Deep Learning, 
High Performance Computing  
  Read More
Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

Santa Clara, California

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