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Load CUDA Kernel at Runtime Using CUDA Driver APIs

 06-30-2025 06-30-2025 blog an hour read (About 11131 words)
Dynamically Loading CUDA Kernels

 
CPP, 
CUDA  
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CUDA Local Memory

 03-19-2025 03-19-2025 blog 12 minutes read (About 1835 words)
Is Local Array Placed In Registers or In Local Memory?

 
CUDA, 
GPU  
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CUDA Performance Hot VS Cold Measurement

 03-12-2025 03-12-2025 blog 8 minutes read (About 1200 words)
Flushing GPU L2 Cache

 
CPP, 
CUDA, 
NVIDIA, 
GPU, 
Nsight Compute  
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CuTe Tiled MMA

 01-09-2025 01-09-2025 blog 30 minutes read (About 4456 words)
Understanding CuTe Tiled MMA Using an Example

 
Accelerated Computing, 
CUDA, 
CUTLASS, 
CuTe  
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NVIDIA GPU Compute Capability

 01-02-2025 03-21-2025 blog 15 minutes read (About 2230 words)
A Table of NVIDIA GPUs and Their Compute Capabilities

 
CUDA, 
NVIDIA, 
GPU  
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AWQ: Activation-Aware Weight Quantization

 01-01-2025 01-01-2025 blog 18 minutes read (About 2738 words)
Same Performance as Group-Wise Weight-Only Quantization But with Better Accuracy

 
Deep Learning, 
Mathematics, 
Quantization, 
Accelerated Computing, 
CUDA  
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cuBLAS GEMM API Usages for Column-Major and Row-Major Matrices

 12-12-2024 12-12-2024 blog 7 minutes read (About 1012 words)
Calling cuBLAS GEMM API Correctly

 
Accelerated Computing, 
CUDA, 
cuBLAS  
  Read More

SMPlayer GPU Acceleration

 12-06-2024 12-07-2024 blog 2 minutes read (About 328 words)
Playing Videos with GPU Acceleration in SMPlayer

 
CUDA, 
Linux, 
GPU, 
SMPlayer  
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CuTe Swizzle

 12-01-2024 03-04-2025 blog 19 minutes read (About 2808 words)
CuTe Shared Memory Swizzling Abstractions

 
Mathematics, 
Accelerated Computing, 
CUDA, 
CUTLASS, 
CuTe  
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CuTe Matrix Transpose

 11-20-2024 12-26-2024 article an hour read (About 10825 words)
Matrix Transpose CUDA Kernel Implementation Using CuTe

 
Mathematics, 
Accelerated Computing, 
CUDA, 
CUTLASS, 
CuTe  
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Build and Develop CUTLASS CUDA Kernels

 11-12-2024 11-17-2024 blog 7 minutes read (About 1029 words)
Employing CUTLASS for Accelerated Computing

 
Accelerated Computing, 
CUDA, 
CUTLASS, 
Docker, 
CMake  
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CuTe Layout Algebra

 10-20-2024 06-05-2025 article 2 hours read (About 17835 words)
Mathematical Fundamentals to CUTLASS Computing

 
Mathematics, 
Accelerated Computing, 
CUDA, 
CUTLASS, 
CuTe, 
Category Theory  
  Read More
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Lei Mao

Lei Mao

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