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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  
  Read More

CuTe Swizzle

 12-01-2024 10-01-2025 blog 19 minutes read (About 2909 words)
CuTe Shared Memory Swizzling Abstractions

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

 11-20-2024 09-30-2025 article an hour read (About 10892 words)
Matrix Transpose CUDA Kernel Implementation Using CuTe

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

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  
  Read More

CuTe Layout Algebra

 10-20-2024 07-14-2025 article 2 hours read (About 19874 words)
Mathematical Fundamentals to CUTLASS Computing

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

CUDA Cooperative Groups

 08-06-2024 08-06-2024 blog 20 minutes read (About 3073 words)
CUDA Reduction Using Cooperative Groups As An Example

 
CPP, 
CUDA, 
NVIDIA  
  Read More

CUDA Reduction

 07-30-2024 07-30-2024 blog 15 minutes read (About 2214 words)
Parallel Reduction CUDA Implementations

 
CPP, 
CUDA, 
NVIDIA  
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CUDA Shared Memory Swizzling

 05-14-2024 07-31-2024 blog 26 minutes read (About 3899 words)
Dealing With CUDA Shared Memory Bank Conflicts Using Swizzling

 
Mathematics, 
CUDA, 
NVIDIA, 
GPU  
  Read More

TensorRT In Docker

 02-05-2024 02-05-2024 blog 5 minutes read (About 813 words)
Portable TensorRT

 
CUDA, 
NVIDIA, 
Docker, 
TensorRT  
  Read More

TensorRT Custom Plugin Example

 01-27-2024 01-27-2024 blog 33 minutes read (About 4884 words)
TensorRT Custom Plugin Implementation and Integration

 
CPP, 
CUDA, 
NVIDIA, 
TensorRT  
  Read More
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Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

Menlo Park, California

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