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Hosting Server at Home Using Dynamic IP

 12-26-2020 12-26-2020 blog 3 minutes read (About 414 words)
Port Forwarding Service

 
Software Engineering, 
Netgear, 
Router  
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Docker Container GUI Display

 12-24-2020 12-24-2020 blog 3 minutes read (About 463 words)
Run GUI Applications from Docker Container

 
Software Engineering, 
Docker  
  Read More

ONNX Runtime C++ Inference

 12-23-2020 04-02-2025 blog 7 minutes read (About 1023 words)
ONNX Runtime C++ Inference Example

 
CPP, 
Deep Learning, 
Software Engineering, 
ONNX  
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Docker Cross-Platform Build

 12-21-2020 12-21-2020 blog 18 minutes read (About 2773 words)
Create Docker Images for IoT Devices

 
Software Engineering  
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Discriminative Model VS Generative Model

 12-14-2020 12-14-2020 blog 6 minutes read (About 872 words)
Quick Mathematical Definitions

 
Statistics, 
Mathematics  
  Read More

Naive Bayes Classifier

 12-13-2020 02-18-2021 blog 7 minutes read (About 1084 words)
One of the Simplest Probabilistic Classifiers

 
Statistics, 
Mathematics  
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Principle of Maximum Entropy

 12-11-2020 12-11-2020 blog 20 minutes read (About 2979 words)
Principle of Maximum Entropy and Maximum Entropy Distributions

 
Mathematics, 
Physics, 
Maximum Entropy  
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Doppler Effect and Phase Shift for Doppler Radar

 12-08-2020 12-08-2020 blog 6 minutes read (About 827 words)
Fundamentals to Doppler Radar

 
Physics, 
Doppler Effect  
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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  
  Read More
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Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

Santa Clara, California

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