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CuTe Inverse Layout

 08-13-2025 08-13-2025 blog 9 minutes read (About 1390 words)
Deriving Inverse Layout Mathematically

 
Mathematics, 
Accelerated Computing, 
CUTLASS, 
CUDA, 
CuTe  
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CuTe Blocked and Raked Products

 08-07-2025 08-07-2025 blog 9 minutes read (About 1283 words)
Creating Tiled Layouts Using Blocked Product and Raked Product

 
Mathematics, 
Accelerated Computing, 
CUTLASS, 
CUDA, 
CuTe  
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CuTe Local Tile

 08-01-2025 08-01-2025 blog 6 minutes read (About 865 words)
Elucidating CuTe Inner Partition and Local Tile

 
Mathematics, 
Accelerated Computing, 
CUTLASS, 
CUDA, 
CuTe  
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CuTe Local Partition

 07-25-2025 08-01-2025 blog 15 minutes read (About 2291 words)
Elucidating CuTe Outer Partition and Local Partition

 
Mathematics, 
Accelerated Computing, 
CUTLASS, 
CUDA, 
CuTe  
  Read More

CuTe Index To Coordinate

 07-19-2025 07-19-2025 blog 14 minutes read (About 2040 words)
Inverse Layout Function

 
Mathematics, 
Accelerated Computing, 
CUTLASS, 
CUDA, 
CuTe  
  Read More

Online Safe Softmax

 06-23-2025 06-23-2025 blog 5 minutes read (About 741 words)
Safe and Efficient Online Softmax Calculation

 
Deep Learning, 
Mathematics, 
Accelerated Computing  
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Focus In Landscape Photography

 06-08-2025 06-08-2025 blog 7 minutes read (About 1038 words)
Deriving Depth of Field for Landscape Photography

 
Photography, 
Landscape, 
Mathematics, 
Physics, 
Camera  
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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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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

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

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  
  Read More
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Lei Mao

Lei Mao

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08-13-2025

CuTe Inverse Layout

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08-11-2025

来自谁的启示

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08-09-2025

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08-09-2025

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CuTe Blocked and Raked Products

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Recents

08-13-2025

CuTe Inverse Layout

blog

08-11-2025

来自谁的启示

essay

08-09-2025

Coyote Hills Regional Park

photography

08-09-2025

Coyote Hills Regional Park 徒步

life

08-07-2025

CuTe Blocked and Raked Products

blog

Archives

  • August 202511
  • July 202522
  • June 202546
  • May 202527
  • April 202521
  • See All >>

Tags

Outdoors262
Hiking198
California193
CPP111
Mathematics98
Deep Learning82
CUDA56
Running50
Photography36
Software Engineering35
Machine Learning34
Python33
Movie32
Racing32
Statistics31
Linux30
Park30
China29
Docker26
Museum25
See All >>
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Tools IntroductionThis is a memo of the tools that I commonly use but often forget where to find. Online C MOOC Certificates IntroductionMOOC, massive open online course, is an online course aimed at unlimited participation a Quarry Lakes Regional Recreation Area IntroductionOn May 17th, 2025, I made a trip to Quarry Lakes Regional Recreation Area in Fremont, Ca Braly Park IntroductionOn May 25th, 2025, I made a trip to Braly Park, a small park in Sunnyvale, California, a May 2025 Random Photos IntroductionThis is a collection of random photos taken in May 2025, featuring various wildlife and
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Lei Mao Who am IMy name is Lei Mao, and I am a Senior Deep Learning Systems Engineer at NVIDIA. My research Curriculum Vitae CareerNVIDIA (February, 2019 - Now)I currently work as a Senior Deep Learning Systems Engineer at NV FAQs Frequently Asked QuestionsHow do I follow and get updates from this website?The best way to follow a Publications Machine Learning @ NVIDIAConference Articles Advancing Weight and Channel Sparsification with Enhanc (Untitled) Name City State Rating California Botanic Garden Claremont CA 4.7 Alcatraz City Cruises San Francisc
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