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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  
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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  
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CuTe Thread-Value Layout

 10-13-2025 10-13-2025 blog 6 minutes read (About 957 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  
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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

CuTe ldmatrix

 10-03-2025 10-03-2025 blog 22 minutes read (About 3357 words)
CUDA PTX ldmatrix Instruction and Its CuTe Wrapper

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

AddressSanitizer

 09-27-2025 09-27-2025 blog 21 minutes read (About 3161 words)
Compile-Time Instrumentation for Detecting Memory Errors

 
CPP, 
CMake, 
GCC, 
Memory Error  
  Read More

NeurIPS 2025 Area Chair Experience

 09-21-2025 09-21-2025 blog 8 minutes read (About 1136 words)
Serving The Dataset and Benchmark Track This Year

 
Deep Learning, 
NeurIPS, 
Conference  
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CuTe Tilers

 09-15-2025 09-15-2025 blog 10 minutes read (About 1524 words)
Designing Tilers for Data Access

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

TensorRT Plugin Version and Namespace

 09-08-2025 09-08-2025 blog 8 minutes read (About 1152 words)
Handling TensorRT Plugin Conflicts Using Version and Namespace

 
Deep Learning, 
Software Engineering, 
NVIDIA, 
TensorRT  
  Read More

Illegal Memory Access and Segmentation Fault

 08-27-2025 08-27-2025 blog 9 minutes read (About 1381 words)
Memory Access Boundary Checking

 
CPP, 
Operating System, 
Memory Management, 
Memory Safety  
  Read More
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Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

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