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PyTorch Asynchronous Assert

 08-14-2026 08-14-2026 blog 11 minutes read (About 1587 words)
Using torch._assert_async for PyTorch CUDA Model Development

 
CUDA, 
PyTorch, 
Perfetto, 
Triton  
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Vector Quantization and Product Quantization

 08-07-2026 08-07-2026 blog 8 minutes read (About 1165 words)
Using Indices to Represent Vectors In a Finite Set

 
Mathematics, 
Quantization, 
Data Compression  
  Read More

PyTorch Multi-Process Inference Weight Sharing Via Inter-Process Communication

 07-31-2026 09-02-2026 blog 17 minutes read (About 2564 words)
Avoiding Weight Duplication In PyTorch Multi-Process Inference

 
Deep Learning Inference, 
CUDA, 
PyTorch, 
AOTInductor  
  Read More

Fix Ubuntu Document Scanner "Document Feeder Empty" Problem

 07-05-2026 07-05-2026 blog 2 minutes read (About 250 words)
Setting Up HP All-In-One Scanner on Ubuntu

 
Ubuntu, 
Linux, 
Scanner  
  Read More

Predicated Execution VS Conditional Execution

 07-01-2026 07-02-2026 blog 17 minutes read (About 2609 words)
where VS cond

 
Accelerated Computing, 
CUDA, 
TensorRT, 
PyTorch, 
GPU, 
AOTInductor, 
TorchInductor, 
JAX, 
XLA, 
TPU  
  Read More

Python Debugging Via VS Code In Docker Container

 06-14-2026 06-14-2026 blog 4 minutes read (About 563 words)
Python, Debug, VS Code, and Docker Container

 
Python, 
Docker, 
VS Code  
  Read More

Retaining EXIF Metadata In GIMP

 06-08-2026 06-08-2026 blog 2 minutes read (About 256 words)
GIMP Photo Editing and EXIF Metadata In Ubuntu 26.04 LTS

 
GIMP, 
Image Processing, 
Photography  
  Read More

Synchronizations With TorchRec KeyedJaggedTensor

 06-05-2026 06-05-2026 blog 8 minutes read (About 1188 words)
Efficiently Using TorchRec KeyedJaggedTensor In GPU Systems

 
Deep Learning Inference, 
PyTorch, 
GPU, 
TorchRec  
  Read More

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
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Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

Menlo Park, California

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