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Benchmarking NVIDIA Tensor Core MMA Instruction Peak Performances

 11-26-2025 11-26-2025 blog 11 minutes read (About 1646 words)
Reproducing NVIDIA Advertised GPU AI Peak Performances Using CUTLASS and CuTe

 
CPP, 
CUDA, 
NVIDIA, 
CUTLASS, 
CuTe, 
MMA, 
GEMM, 
Tensor Core  
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Fix Bluetooth Not Found on Ubuntu Desktop

 11-23-2025 11-23-2025 blog a minute read (About 202 words)
Troubleshooting Bluetooth Not Found Issues

 
Ubuntu, 
Bluetooth, 
Personal Computer  
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Focus Breathing and Compensation

 11-21-2025 11-21-2025 blog 5 minutes read (About 776 words)
Physics and Mathematics Behind Focus Breathing and Compensation

 
Physics, 
Camera, 
Photography, 
Videography  
  Read More

Core Dump and GDB

 11-15-2025 11-15-2025 blog 7 minutes read (About 1029 words)
Analyzing Core Dump Files Using GDB

 
CPP, 
GDB, 
Core Dump  
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Image Processing Priorities: Resolution VS Quality

 11-09-2025 11-09-2025 blog 13 minutes read (About 1973 words)
Finding The Sweet Spots Between Image Resolution, JPEG Quality, and File Size

 
Image Processing, 
Photography, 
JPEG  
  Read More

Nsight Streamer

 11-04-2025 11-04-2025 blog 3 minutes read (About 515 words)
Nsight Systems and Nsight Compute GUIs In a Web Browser

 
CUDA, 
NVIDIA, 
Nsight Compute, 
Nsight Systems, 
Nsight Streamer  
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One-Pass Naive Algorithm for Computing Variance

 10-29-2025 10-29-2025 blog 6 minutes read (About 899 words)
Caveats and Tricks

 
Statistics, 
Numerical Stability, 
Algorithm  
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CuTe Arithmetic Tuple Tensor

 10-20-2025 10-20-2025 blog 16 minutes read (About 2388 words)
The Tensor Coordinate Generator In CuTe

 
Mathematics, 
Accelerated Computing, 
CUDA, 
CUTLASS, 
CuTe  
  Read More

CuTe Tiled Copy

 10-16-2025 10-16-2025 blog 28 minutes read (About 4216 words)
Understanding CuTe Tiled Copy

 
Mathematics, 
Accelerated Computing, 
CUDA, 
CUTLASS, 
CuTe  
  Read More

CuTe Thread-Value Layout

 10-13-2025 10-13-2025 blog 6 minutes read (About 955 words)
CuTe TV Layout, Inverse TV Layout, and TV Partition

 
Accelerated Computing, 
CUDA, 
CUTLASS, 
CuTe  
  Read More

Setting Up Environment Variables In SSH Sessions Over TCP On Runpod

 10-10-2025 10-10-2025 blog 12 minutes read (About 1785 words)
Fixing a Environment Variables Issue for Runpod

 
CUDA, 
NVIDIA, 
Docker, 
GPU, 
Cloud Computing, 
Runpod, 
IDE, 
SSH  
  Read More

Setting Up Remote Development Using Custom Template On Runpod

 10-08-2025 10-13-2025 blog 12 minutes read (About 1814 words)
Custom Remote Development Using GPUs on Runpod

 
CUDA, 
NVIDIA, 
Docker, 
GPU, 
Cloud Computing, 
Runpod, 
IDE, 
SSH  
  Read More
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Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

Menlo Park, California

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