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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  
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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  
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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  
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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  
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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  
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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  
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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  
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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  
  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  
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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
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Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

Menlo Park, California

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