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PyTorch Benchmark

 12-13-2021 12-13-2021 blog 9 minutes read (About 1290 words)
Equivalence of the Exponential Function Definitions

 
CUDA, 
PyTorch  
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2D Plane Transformation

 12-06-2021 03-01-2023 blog 15 minutes read (About 2311 words)
Common 2D Plane Transformation Mathematics and Properties

 
Mathematics, 
Geometry  
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3D Line Mathematics

 11-29-2021 11-29-2021 blog 6 minutes read (About 903 words)
3D Line Mathematics Using Homogeneous and Inhomogeneous Coordinates

 
Mathematics  
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Transposed Convolution as Convolution

 11-22-2021 11-22-2021 blog 13 minutes read (About 2016 words)
Understand Transposed Convolution as Convolution

 
Deep Learning  
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Disqus Recommendation Missing Image Fix

 11-15-2021 11-15-2021 blog 3 minutes read (About 504 words)
Bring Disqus Recommendation Back to Normal

 
Disqus  
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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, 
CUDA, 
High Performance Computing, 
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  
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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  
  Read More
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Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

Menlo Park, California

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