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CUDA Multi-Process Service

 09-08-2026 09-08-2026 blog 8 minutes read (About 1199 words)
Executing CUDA Kernels Concurrently From Multiple Processes

 
Accelerated Computing, 
CUDA, 
PyTorch, 
MPS  
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AOTInductor Input Mutation

 09-01-2026 09-01-2026 blog 26 minutes read (About 3970 words)
Enabling Inplace Input Mutation Optimizations In AOTInductor

 
PyTorch, 
AOTInductor, 
Triton, 
TorchInductor  
  Read More

AOTInductor External Weight Storage and Weight Streaming Update

 08-27-2026 08-27-2026 blog 14 minutes read (About 2110 words)
AOTInductor Weight Streaming from PyTorch Models

 
PyTorch, 
AOTInductor, 
TorchInductor  
  Read More

CUDA Graph In The Context of Multi-Stream Execution

 08-20-2026 08-20-2026 blog 4 minutes read (About 556 words)
When CUDA Graph Does Not Quite Work As Expected

 
CUDA, 
CUDA Graph  
  Read More

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  
  Read More

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
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Lei Mao

Lei Mao

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