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CUDA Approximate Sigmoid

 10-13-2026 10-13-2026 blog 17 minutes read (About 2541 words)
Architecture-Dependent Instruction Efficiency for Sigmoid Operations

 
CUDA, 
NVIDIA, 
Computer Architecture, 
GPU, 
Triton  
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The Mathematics of Software Development Efficiency

 10-06-2026 10-06-2026 blog 12 minutes read (About 1817 words)
Trunk-Based Development VS Feature-Based Development

 
Git, 
Mathematics, 
Software Engineering, 
Operation Research  
  Read More

AOTInductor Triton SASS Inspection

 10-02-2026 10-02-2026 blog 9 minutes read (About 1352 words)
Triton Kernel Behavior Verification In AOTInductor

 
Accelerated Computing, 
CUDA, 
PyTorch, 
AOTInductor, 
Triton, 
JIT  
  Read More

CUDA Device Max Connections

 09-26-2026 09-26-2026 blog 10 minutes read (About 1514 words)
Unlocking GPU Concurrency

 
CPP, 
Accelerated Computing, 
CUDA, 
NVIDIA, 
AMD  
  Read More

CUDA Thread Block Swizzle

 09-20-2026 09-20-2026 blog 36 minutes read (About 5405 words)
Influencing L2 Cache Efficiency Using CUDA Thread Block Swizzle

 
Accelerated Computing, 
CUDA, 
Triton  
  Read More

Residual-Quantized Variational Autoencoder

 09-14-2026 09-14-2026 blog 9 minutes read (About 1396 words)
Hierarchical Semantic Encodings

 
Quantization, 
Variational Autoencoder, 
VAE, 
RQ-VAE, 
VQ-VAE, 
Recommender System, 
Semantic Indexing  
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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  
  Read More

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  
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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  
  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
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Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

Menlo Park, California

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10-13-2026

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The Mathematics of Software Development Efficiency

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