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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  
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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  
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CUDA Performance Hot VS Cold Measurement

 03-12-2025 03-12-2025 blog 8 minutes read (About 1200 words)
Flushing GPU L2 Cache

 
CPP, 
CUDA, 
NVIDIA, 
GPU, 
Nsight Compute  
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Filing Claims for USPS Missing Parcels

 03-07-2025 03-07-2025 blog 5 minutes read (About 792 words)
Disappointing Experience with USPS

 
USPS, 
Stamp, 
Insurance  
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Field of View

 03-03-2025 03-03-2025 blog 4 minutes read (About 627 words)
Mathematical Derivation of Field of View Equation

 
Mathematics, 
Photography, 
Physics, 
Camera  
  Read More

Firefox Installation In Ubuntu 24.04 Docker Images

 02-28-2025 02-28-2025 blog 3 minutes read (About 473 words)
Install Firefox In New Ubuntu Docker Images

 
Docker, 
Ubuntu, 
Firefox  
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Depth of Field

 02-23-2025 02-23-2025 blog 13 minutes read (About 2016 words)
Mathematical Derivation of Depth of Field Equation

 
Mathematics, 
Photography, 
Physics, 
Camera  
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Dell Reboot Performs Shutdown Issue

 02-20-2025 02-20-2025 blog 2 minutes read (About 339 words)
Dell BIOS Caused Reboot Anomaly

 
Dell, 
BIOS  
  Read More
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Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

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