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Floating Point Constant Values In C++, CUDA, and Python

 08-22-2025 08-22-2025 blog 6 minutes read (About 889 words)
Essential Constants for Numerical Algorithms and Scientific Computations

 
Python, 
CUDA, 
C++  
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CuTe Inverse Layout

 08-13-2025 08-13-2025 blog 9 minutes read (About 1390 words)
Deriving Inverse Layout Mathematically

 
Mathematics, 
Accelerated Computing, 
CUDA, 
CUTLASS, 
CuTe  
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CuTe Blocked and Raked Products

 08-07-2025 08-07-2025 blog 9 minutes read (About 1283 words)
Creating Tiled Layouts Using Blocked Product and Raked Product

 
Mathematics, 
Accelerated Computing, 
CUDA, 
CUTLASS, 
CuTe  
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CuTe Local Tile

 08-01-2025 08-01-2025 blog 6 minutes read (About 865 words)
Elucidating CuTe Inner Partition and Local Tile

 
Mathematics, 
Accelerated Computing, 
CUDA, 
CUTLASS, 
CuTe  
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CuTe Local Partition

 07-25-2025 08-01-2025 blog 15 minutes read (About 2291 words)
Elucidating CuTe Outer Partition and Local Partition

 
Mathematics, 
Accelerated Computing, 
CUDA, 
CUTLASS, 
CuTe  
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CuTe Index To Coordinate

 07-19-2025 07-19-2025 blog 14 minutes read (About 2040 words)
Inverse Layout Function

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

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  
  Read More
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Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

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