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Tensor Calculus Layout Conventions

 05-08-2025 05-08-2025 blog 39 minutes read (About 5799 words)
Numerator Layout VS Denominator Layout

 
Mathematics, 
Calculus  
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ICML 2025 Area Chair Experience

 05-03-2025 05-03-2025 blog 8 minutes read (About 1181 words)
First Time Serving as ICML Area Chair

 
Machine Learning, 
Deep Learning, 
Conference, 
ICML  
  Read More

TensorRT Implicit Weight Quantization

 04-29-2025 04-29-2025 blog 8 minutes read (About 1265 words)
TensorRT Implicit Weight Quantization Caveats and Tricks

 
Deep Learning, 
Mathematics, 
Quantization, 
TensorRT  
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The Dangerous Hollister Turbo Roundabout

 04-23-2025 04-23-2025 blog 5 minutes read (About 775 words)
California's First Turbo Roundabout, Trading Accident Severity for Frequency

 
Traffic, 
Driving, 
Roundabout, 
Turbo Roundabout  
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Garmin Forerunner 265S Charging Problem

 04-20-2025 04-20-2025 blog 4 minutes read (About 625 words)
A Disappointing Problem for an Expensive Watch

 
Garmin, 
Watch, 
Smart Watch, 
Life  
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LF VS CRLF

 04-18-2025 04-18-2025 blog 4 minutes read (About 542 words)
A Weird Git Experience

 
Git, 
DOS, 
Linux, 
Windows  
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Automatic Differentiation Revisited

 04-12-2025 04-12-2025 blog 15 minutes read (About 2198 words)
Jacobian Matrix, De Novo Chain Rule Expression, Jacobian-Vector Product, Vector-Jacobian Product

 
Deep Learning, 
Mathematics, 
Linear Algebra, 
Calculus, 
Automatic Differentiation  
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Chain Rule

 04-06-2025 04-06-2025 blog 14 minutes read (About 2153 words)
Chain Rule Using Jacobian Matrix Multiplications

 
Mathematics, 
Linear Algebra, 
Calculus, 
Jacobian, 
Chain Rule  
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Fix Audi USB Music Play

 04-04-2025 04-04-2025 blog 2 minutes read (About 293 words)
Just Restart The Audi MMI System

 
Audi, 
Car  
  Read More

Derivatives

 03-31-2025 03-31-2025 blog 17 minutes read (About 2585 words)
Derivatives, Partial Derivatives, Directional Derivatives, and Total Derivatives

 
Mathematics, 
Linear Algebra, 
Calculus, 
Jacobian  
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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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CUDA Local Memory

 03-19-2025 03-19-2025 blog 12 minutes read (About 1835 words)
Is Local Array Placed In Registers or In Local Memory?

 
CUDA, 
GPU  
  Read More
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Lei Mao

Lei Mao

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