Lei Mao's Log Book
Lei Mao's Log BookCurriculumBlogArticlesProjectsPublicationsReadingsLifeEssayPhotographyArchivesCategoriesTagsFAQs
  • Tags
  • PyTorch

Inspecting and Visualizing Torch FX Graph

 12-31-2025 12-31-2025 blog 13 minutes read (About 1882 words)
Torch FxGraphDrawer

 
Python, 
PyTorch, 
Torch FX  
  Read More

PyTorch Variational Autoencoder

 06-14-2024 06-14-2024 blog 19 minutes read (About 2921 words)
Implementing Variational Autoencoder in PyTorch

 
Deep Learning, 
Statistics, 
Probability, 
Mathematics, 
Neural Network, 
Bayesian Inference, 
PyTorch, 
Variational Autoencoder, 
VAE  
  Read More

PyTorch Automatic Mixed Precision Training

 06-08-2024 06-08-2024 blog 3 minutes read (About 492 words)
Accelerating PyTorch Deep Learning Training with Automatic Mixed Precision

 
Deep Learning, 
Neural Network, 
PyTorch, 
Mixed Precision Training, 
Automatic Mixed Precision Training  
  Read More

PyTorch Eager Mode Quantization TensorRT Acceleration

 05-24-2024 05-24-2024 blog 7 minutes read (About 1051 words)
TensorRT Acceleration for PyTorch Native Eager Mode Quantization Models

 
Deep Learning, 
Python, 
Inference, 
Quantization, 
Accelerated Computing, 
NVIDIA, 
TensorRT, 
PyTorch, 
GPU  
  Read More

PyTorch Official VSCode DevContainer

 03-04-2024 03-04-2024 blog 2 minutes read (About 330 words)
Build and Develop PyTorch with VSCode DevContainer

 
Docker, 
PyTorch  
  Read More

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

PyTorch Leaf Tensor

 06-19-2023 06-19-2023 blog 10 minutes read (About 1503 words)
Understanding PyTorch Leaf Tensor

 
Deep Learning, 
PyTorch, 
Graph Algorithm  
  Read More

Build and Develop PyTorch

 02-28-2023 03-28-2024 blog 7 minutes read (About 1065 words)
Contributing Code to PyTorch

 
CPP, 
Python, 
Docker, 
PyTorch  
  Read More

PyTorch Automatic Differentiation

 03-15-2022 03-15-2022 blog 18 minutes read (About 2737 words)
Automatic Differentiation in Forward Mode and Reverse Mode Using PyTorch autograd and functorch

 
Deep Learning, 
Mathematics, 
PyTorch  
  Read More

PyTorch Distributed Evaluation

 02-05-2022 02-05-2022 blog 15 minutes read (About 2203 words)
Distributed Evaluation for Deep Learning Model on Large Volume of Data

 
Deep Learning, 
PyTorch, 
Distributed Computing  
  Read More

PyTorch Benchmark

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

 
CUDA, 
PyTorch  
  Read More

ResNet CIFAR Classification Using LibTorch C++ API

 07-01-2021 07-01-2021 blog 6 minutes read (About 837 words)
User Experience on LibTorch C++ API

 
Machine Learning, 
Deep Learning, 
CPP, 
PyTorch, 
LibTorch  
  Read More
Previous
Next
  • 1
  • 2
Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

Menlo Park, California

Posts

1259

Categories

8

Tags

778

  Follow   Sponsor

Advertisement


Categories

  • article20
  • blog553
  • essay320
  • life284
  • miscellaneous2
  • photography52
  • project20
  • reading8

follow.it

Recents

01-01-2026

California Point Reyes 自驾游

life

12-31-2025

Inspecting and Visualizing Torch FX Graph

blog

12-31-2025

2025 年 11 月和 12 月该入手的模型手办

essay

12-26-2025

指甲盖下的淤血

essay

12-25-2025

NVIDIA NVML GPU Statistics

blog

Archives

  • January 20261
  • December 202519
  • November 202525
  • October 202524
  • September 202515
  • See All >>

Tags

Outdoors289
Hiking221
California220
CPP119
Mathematics102
Deep Learning84
CUDA68
Photography66
Running59
Wildlife44
Bird39
Racing37
Python36
Software Engineering36
Machine Learning34
Movie33
Statistics32
Park31
Linux30
China29
See All >>
Lei Mao's Log Book

© 2017-2026 Lei Mao  Powered by Hexo & Icarus
Site UV:  Site PV:

×