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

PyTorch AOTInductor Hybrid Lowering

 05-28-2026 05-28-2026 blog 8 minutes read (About 1224 words)
A Hybrid DeviceExecution Inference Engine from PyTorch

 
Deep Learning Inference, 
PyTorch  
  Read More

PyTorch Triton Kernel Transparent Tracing and Compilation

 05-22-2026 05-22-2026 blog 27 minutes read (About 4044 words)
Exporting and Compiling Triton Kernels for AOTInductor

 
Deep Learning Inference, 
PyTorch, 
AOTInductor, 
Triton  
  Read More

PyTorch Fake Export

 05-17-2026 05-17-2026 blog 11 minutes read (About 1634 words)
Eliminating PyTorch Model Data Memory Allocation for PyTorch Export Verification

 
Deep Learning Inference, 
PyTorch  
  Read More

PyTorch Custom Operation

 05-10-2026 05-10-2026 blog 23 minutes read (About 3501 words)
Implementing PyTorch Custom Operations In C++ and CUDA Using torch.library

 
CPP, 
Python, 
CUDA, 
PyTorch, 
AOTInductor  
  Read More

PyTorch Graph Symbolic Integer

 04-05-2026 04-05-2026 blog 8 minutes read (About 1217 words)
Graph Shape Inference with Symbolic Integers for Dynamic Shapes

 
Deep Learning, 
Inference, 
PyTorch, 
Neural Network Compiler  
  Read More

PyTorch Export

 03-31-2026 04-01-2026 blog 6 minutes read (About 857 words)
Exporting Graph-Representable PyTorch Models for Inference

 
CPP, 
Inference, 
PyTorch  
  Read More

PyTorch CUDA Graph Capture

 01-12-2026 01-12-2026 blog 23 minutes read (About 3454 words)
Using PyTorch CUDA Graph APIs

 
CUDA, 
PyTorch, 
CUDA Graph, 
Perfetto  
  Read More

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
Previous
Next
  • 1
  • 2
  • 3
Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

Menlo Park, California

Posts

1371

Categories

8

Tags

818

  Follow   Sponsor

Advertisement


Categories

  • article21
  • blog575
  • essay348
  • life320
  • miscellaneous2
  • photography77
  • project20
  • reading8

follow.it

Recents

06-01-2026

Pacific Commons Linear Park 徒步

life

06-01-2026

Pacific Commons Linear Park

photography

05-31-2026

2026 San Jose Half Marathon 竞赛

life

05-30-2026

Mountain View Shoreline Park 徒步

life

05-30-2026

目标

essay

Archives

  • June 20262
  • May 202624
  • April 202618
  • March 202618
  • February 202617
  • See All >>

Tags

Outdoors325
California256
Hiking244
CPP122
Mathematics102
Photography91
Deep Learning87
CUDA75
Running74
Wildlife68
Bird62
Racing50
Movie40
Python37
Software Engineering36
Machine Learning35
China33
Linux32
NVIDIA32
Statistics32
See All >>
Lei Mao's Log Book

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

×