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Transformer Explained In One Single Page

 06-01-2019 02-09-2023 blog 23 minutes read (About 3454 words)
Attention is All You Need Mathematically

 
Deep Learning, 
Natural Language Processing, 
Transformer, 
Machine Translation  
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Layer Normalization Explained

 05-31-2019 12-24-2024 blog 5 minutes read (About 707 words)
Layer Normalization vs Batch Normalization vs Instance Normalization

 
Deep Learning  
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Build CMake With SSL Support

 05-30-2019 05-30-2019 blog 4 minutes read (About 537 words)
Allow CMake To Use https Protocol

 
CMake  
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Data Parallelism VS Model Parallelism In Distributed Deep Learning Training

 05-23-2019 05-23-2019 blog 7 minutes read (About 1067 words)
Some Simple Logic and Theory Behind

 
Deep Learning, 
Distributed System  
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Use Shared Memory in Templated Kernels in CUDA Programming

 05-04-2019 05-04-2019 blog 5 minutes read (About 702 words)
A Trick to Work Around

 
CPP, 
CUDA, 
C  
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Pass Function Pointers to Kernels in CUDA Programming

 04-28-2019 04-28-2019 blog 4 minutes read (About 547 words)
Some Alchemy in CUDA Programming

 
CPP, 
CUDA, 
C  
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YOLO v2 Reorg Layer Explained

 04-24-2019 04-24-2019 blog 18 minutes read (About 2716 words)
The Most Detailed Explanation on Reorg Layer

 
Deep Learning, 
Computer Vision  
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Format C/C++ Code Using Clang-Format

 04-22-2019 08-22-2020 blog 3 minutes read (About 440 words)
Clang-Format Quick Tutorial

 
CPP, 
C  
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PIC and PIE Toggles for Compiler

 04-20-2019 04-20-2019 blog 7 minutes read (About 983 words)
Quick Understanding of Position Independent Code and Executables

 
CPP, 
Computer Systems, 
Compiler, 
C, 
CMake  
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Poolings in Deep Learning

 04-19-2019 04-19-2019 blog 5 minutes read (About 731 words)
Funny Relationships Between Max Pooling, SPP Pooling, and ROI Pooling

 
Deep Learning, 
Computer Vision  
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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  
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Introduction to YOLOs

 04-15-2019 04-15-2019 blog 10 minutes read (About 1546 words)
Dig into Some of the Details in YOLO Models

 
Computer Vision, 
Statistics, 
Object Detection  
  Read More
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Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

Santa Clara, California

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