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Understand Proportional Symbol in Probability and Statistics

 06-13-2019 05-18-2021 blog 3 minutes read (About 466 words)
Some Math Conventions in Probability and Statistics

 
Statistics, 
Probability  
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Installing TensorRT Python Components

 06-11-2019 06-11-2019 blog a minute read (About 210 words)
Fill Some TensorRT Installation Holes

 
Software Engineering, 
TensorRT  
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Conjugate Priors

 06-10-2019 09-12-2019 blog 8 minutes read (About 1215 words)
Some Statistics Knowledge to Bayesian Inference

 
Statistics, 
Bayesian Inference  
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Google Protocol Buffer Tutorial

 06-05-2019 06-06-2019 blog 3 minutes read (About 512 words)
Modern Structured Data Serialization and a Stepping Stone to gRPC

 
Software Engineering  
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Dropout Explained

 06-04-2019 06-04-2019 blog 8 minutes read (About 1155 words)
The Math of Dropout You Know and Don't Know

 
Machine Learning, 
Deep Learning  
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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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Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

Santa Clara, California

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