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PyTorch Quantization Aware Training

 12-06-2020 04-29-2021 blog 17 minutes read (About 2475 words)
PyTorch Inference Optimized Training Using Fake Quantization

 
Quantization, 
PyTorch, 
CNN  
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PyTorch Static Quantization

 11-28-2020 04-29-2021 blog 29 minutes read (About 4408 words)
PyTorch Static Quantization for Convolutional Neural Networks

 
Quantization, 
PyTorch, 
CNN  
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Using C++ Abstract Class Declarations for Hiding Private Methods and Members

 11-15-2020 11-15-2020 blog 4 minutes read (About 549 words)
User Friendly C++ Header File

 
CPP  
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PyTorch Dynamic Quantization

 11-14-2020 04-29-2021 blog 8 minutes read (About 1193 words)
PyTorch Dynamic Quantization for Transformers

 
Quantization, 
Transformer, 
PyTorch, 
HuggingFace  
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Discrete Fourier Transform for 0/1 Periodic Sequences

 11-02-2020 01-24-2021 blog 21 minutes read (About 3128 words)
An Interesting Property Leading to the Application for Quantum Integer Factorization

 
Mathematics, 
Physics, 
Discrete Fourier Transform  
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Reflective Surfaces for LIDAR

 10-30-2020 10-30-2020 blog 2 minutes read (About 310 words)
Fill Some Missing Information for Understanding LIDAR

 
Physics  
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Monte Carlo Integration

 10-17-2020 10-18-2020 blog 8 minutes read (About 1211 words)
Integration by Sampling

 
Monte Carlo, 
Statistics, 
Mathematics  
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Multivariate Jensen's Inequality

 10-09-2020 01-26-2021 blog 6 minutes read (About 840 words)
Simple Proof to Multivariate Jensen's Inequality

 
Mathematics  
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Minimax Game for Training Generative Adversarial Networks

 10-07-2020 05-07-2023 blog 10 minutes read (About 1426 words)
Some Intuitions to Training Generative Adversarial Networks

 
Deep Learning, 
Generative Adversarial Networks, 
Optimization, 
GAN, 
Neural Networks  
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Single-Threaded Asynchronous Programming

 10-02-2020 10-02-2020 blog 3 minutes read (About 489 words)
Understand Single-Threaded Asynchronous Scheduling From A High-Level Perspective

 
Software Engineering, 
Asynchronous Programming  
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CUDA Driver VS CUDA Runtime

 10-01-2020 10-30-2020 blog 4 minutes read (About 593 words)
libcuda.so VS libcudart.so

 
Software Engineering, 
CUDA  
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Newton-Raphson Method

 09-27-2020 09-27-2020 blog 5 minutes read (About 771 words)
Approximate Algorithm for Finding Roots to Real-Valued Function

 
Optimization  
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Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

Santa Clara, California

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