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Depthwise Separable Convolution

 11-08-2021 11-08-2021 blog 7 minutes read (About 1018 words)
Reducing Memory and Math Bandwidth Requirements for Convolution

 
Deep Learning, 
Mathematics  
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2D Line Mathematics Using Homogeneous Coordinates

 11-01-2021 11-01-2021 blog 6 minutes read (About 880 words)
Computing 2D Line and 2D Line Intersection Using Cross-Product

 
Mathematics  
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Pixabay Image Download Using Python AsyncIO

 10-25-2021 10-25-2021 blog 10 minutes read (About 1495 words)
Single-Thread Asynchronously Downloading Royalty-Free Images

 
Python, 
AsyncIO, 
Pixabay  
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Multi-Thread Single-Stream VS Single-Thread Multi-Stream CUDA

 10-18-2021 05-12-2022 blog 13 minutes read (About 1946 words)
CUDA Programming Choices for CUDA Stream

 
Deep Learning, 
Mathematics, 
High Performance Computing, 
CUDA, 
Computer Architecture, 
Parallel Computing  
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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  
  Read More

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  
  Read More

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  
  Read More

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  
  Read More

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  
  Read More

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  
  Read More

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  
  Read More
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Lei Mao

Lei Mao

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