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The Mathematics of Software Development Efficiency

 10-06-2026 10-06-2026 blog 12 minutes read (About 1817 words)
Trunk-Based Development VS Feature-Based Development

 
Git, 
Mathematics, 
Software Engineering, 
Operation Research  
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TensorRT Plugin Version and Namespace

 09-08-2025 09-08-2025 blog 8 minutes read (About 1152 words)
Handling TensorRT Plugin Conflicts Using Version and Namespace

 
Deep Learning, 
Software Engineering, 
NVIDIA, 
TensorRT  
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C++ Load and Save Npy File Load Using xtensor

 02-16-2025 02-16-2025 blog 5 minutes read (About 708 words)
Quick and Convenient Library for Numpy File Load and Save in C++

 
CPP, 
Python, 
Software Engineering, 
Numpy, 
xtensor  
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Python Setup In Docker

 11-18-2024 11-18-2024 blog 9 minutes read (About 1316 words)
Migrating to New Python Setup for Ubuntu 24.04 In Docker

 
Python, 
Software Engineering, 
Docker, 
Ubuntu, 
Linux  
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GoogleTest Using CMake

 11-08-2024 11-08-2024 blog 5 minutes read (About 769 words)
Adding Unit Tests Using CMake

 
Software Engineering, 
Docker, 
CMake, 
Unit Testing, 
GoogleTest  
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No Missing Field Initializers

 09-13-2024 09-13-2024 blog 7 minutes read (About 1087 words)
Following Best Practices to Avoid Weird Software Bugs

 
CPP, 
Software Engineering, 
C, 
Safety System, 
GCC  
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Bazel Test Outputs

 08-24-2024 08-24-2024 blog 4 minutes read (About 632 words)
Dumping Intermediate Test Outputs from Bazel Test

 
Software Engineering, 
Unit Test, 
Bazel  
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Quantization Unit Test

 03-25-2024 03-25-2024 blog 5 minutes read (About 748 words)
How To Unit Test Quantization Implementation

 
Deep Learning, 
Mathematics, 
Quantization, 
Software Engineering, 
Unit Test  
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PyTorch Custom ONNX Operator Export

 02-11-2024 02-11-2024 blog 10 minutes read (About 1573 words)
Easier PyTorch to TensorRT Custom Plugin Integration

 
Deep Learning, 
Software Engineering, 
TensorRT, 
PyTorch, 
ONNX  
  Read More

How To Debug Deep Learning Inference Applications

 01-01-2024 01-01-2024 article 23 minutes read (About 3511 words)
First Principles of Evaluating Deep Learning Inference

 
Deep Learning, 
Software Engineering, 
Deep Learning Inference, 
Numerical Errors  
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ONNX Runtime Python Inference

 04-25-2023 04-02-2025 blog 5 minutes read (About 691 words)
ONNX Runtime Python Inference Example

 
Deep Learning, 
Python, 
Software Engineering, 
ONNX  
  Read More

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  
  Read More
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Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

Menlo Park, California

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