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Math-Bound VS Memory-Bound Operations

 10-11-2021 09-18-2023 blog 8 minutes read (About 1188 words)
Computation Bandwidth, Memory Bandwidth, and Data Reuse

 
Deep Learning, 
Mathematics, 
Computer Architecture  
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Fast Fourier Transform for Convolution

 10-04-2021 09-20-2022 blog 9 minutes read (About 1346 words)
Understand Asymptotically Faster Convolution Using Fast Fourier Transform

 
Deep Learning, 
Mathematics  
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Cross-Correlation VS Convolution

 09-27-2021 09-27-2021 blog 6 minutes read (About 903 words)
A Historical Ambiguity in Deep Learning

 
Deep Learning, 
Mathematics  
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Play Diablo II Resurrected with Lutris on Linux

 09-23-2021 12-22-2021 blog 2 minutes read (About 283 words)
Instructions for Diablo and Linux Fans

 
Game  
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Cosine Similarity VS Pearson Correlation Coefficient

 09-22-2021 09-22-2021 blog 4 minutes read (About 559 words)
Definitions and Caveats for Cosine Similarity and Pearson Correlation Coefficient

 
Mathematics  
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Creating and Modifying ONNX Model Using ONNX Python API

 09-15-2021 09-15-2021 blog 12 minutes read (About 1866 words)
Getting Familiar with ONNX Data Structure and Python API Usages

 
Deep Learning, 
ONNX  
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Convolution and Transposed Convolution as Matrix Multiplication

 09-08-2021 09-08-2021 blog 10 minutes read (About 1514 words)
Understand Convolution and Transposed Convolution from a Different View

 
Deep Learning  
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Variable Elimination Algorithm

 09-01-2021 09-01-2021 blog 10 minutes read (About 1540 words)
Fundamental Algorithm for Probabilistic Graphical Model Inference

 
Probabilistic Graphical Model  
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Genetic Algorithm for Travelling Salesman Problem

 08-24-2021 08-24-2021 blog 16 minutes read (About 2408 words)
An Approximate Solver for Travelling Salesman Problem

 
TSP, 
NP Problem, 
Linear Programming, 
Travelling Salesman Problem, 
Genetic Algorithm  
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Chess On Linux

 08-17-2021 02-15-2025 blog 2 minutes read (About 339 words)
Quick Scid vs. PC and Stockfish Setup

 
Game, 
Linux, 
Chess  
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Shallow Understanding of Functional Safety and Safety Certification

 08-10-2021 08-10-2021 blog 7 minutes read (About 1027 words)
Software Development for Functional Safety Systems

 
CPP, 
Software Engineering, 
Functional Safety, 
ISO 26262, 
Automotive  
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Inspecting COCO Dataset Using COCO API

 08-03-2021 08-03-2021 blog 6 minutes read (About 870 words)
COCO Dataset Exploration

 
Computer Vision, 
Semantic Segmentation, 
Object Detection, 
COCO  
  Read More
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Lei Mao

Lei Mao

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Menlo Park, California

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