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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  
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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  
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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

ICML 2026 Area Chair Experience

 05-03-2026 05-10-2026 blog 3 minutes read (About 440 words)
Incorporating LLM Use In Review In ICML 2026

 
Machine Learning, 
Deep Learning, 
ICML, 
Conference  
  Read More

Docker Container GUI Display Using Wayland

 04-29-2026 04-29-2026 blog 4 minutes read (About 644 words)
The Modern Display Server Protocol for Linux

 
Docker, 
Ubuntu, 
Linux, 
Wayland, 
GUI, 
Firefox  
  Read More

How Is FARS, The Fully Automated Research System?

 04-22-2026 04-22-2026 blog 5 minutes read (About 740 words)
The AI Just Tried To Fool People

 
Artificial Intelligence, 
CUDA, 
Research, 
CUDA Graphs, 
Mixture-of-Experts  
  Read More

Page Table for Page-Locked Host Memory

 04-12-2026 04-12-2026 blog 17 minutes read (About 2541 words)
Page Table GPU Memory Overhead and Sharing Page-Locked Host Memory Across Processes

 
CUDA, 
NVIDIA, 
Computer Architecture, 
GPU, 
Memory Management  
  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  
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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

Connecting Logitech Devices On Linux

 03-25-2026 03-25-2026 blog 3 minutes read (About 518 words)
Using Logitech Bolt USB Receiver and Solaar for Logitech Device Connections on Linux

 
Ubuntu, 
Linux, 
Logitech, 
Mouse, 
Solaar  
  Read More

CUDA_LAUNCH_BLOCKING=1

 03-20-2026 03-20-2026 blog 4 minutes read (About 599 words)
Debugging CUDA Applications

 
CUDA, 
Debug  
  Read More
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Lei Mao

Lei Mao

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