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TensorRT Documentations and API References

 05-25-2025 05-25-2025 blog 8 minutes read (About 1182 words)
Accessing TensorRT Documentations and API References of Different Versions

 
CPP, 
NVIDIA, 
TensorRT  
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Computing Hessian Matrix Via Automatic Differentiation

 05-22-2025 05-22-2025 blog 18 minutes read (About 2664 words)
Computing Higher-Order Derivatives Using Automatic Differentiation

 
Deep Learning, 
Mathematics, 
Neural Networks, 
Calculus, 
Automatic Differentiation  
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Benchmade Grizzly Creek Folding Knife

 05-18-2025 05-18-2025 blog 3 minutes read (About 503 words)
Beautiful Knife for Hunting But Not Quite Useful for Hiking

 
Outdoors, 
Benchmade, 
Knife, 
Folding Knife  
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Optimal Brain Surgeon

 05-14-2025 05-14-2025 blog 40 minutes read (About 6047 words)
Derivation and Extension of The Classical Optimal Brain Surgeon Algorithm

 
Deep Learning, 
Mathematics, 
Neural Networks, 
Calculus, 
Neural Network Pruning  
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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  
  Read More

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, 
ICML, 
Conference  
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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  
  Read More

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  
  Read More

LF VS CRLF

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

 
Git, 
DOS, 
Linux, 
Windows  
  Read More

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  
  Read More
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Lei Mao

Lei Mao

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