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CUDA Tensor Layouts for Convolution

 06-04-2023 06-04-2023 blog 13 minutes read (About 1960 words)
Motivations for Different Tensor Layouts

 
Accelerated Computing, 
CUDA  
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NVIDIA Tensor Core Programming

 05-18-2023 12-27-2023 blog 28 minutes read (About 4243 words)
Fast Matrix Multiplication and Accumulation on GPU

 
CPP, 
Accelerated Computing, 
CUDA, 
NVIDIA  
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Row-Major VS Column-Major

 05-12-2023 05-12-2023 blog 28 minutes read (About 4154 words)
Ways of Packing Matrix in Memory and Its Consequence for Matrix Multiplication

 
CPP, 
CUDA, 
Computer Architecture, 
Memory  
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CUDA Coalesced Memory Access

 03-19-2023 03-19-2023 blog 12 minutes read (About 1780 words)
Reduce Memory IO for CUDA Kernels

 
CPP, 
CUDA  
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CUDA Compatibility

 02-04-2023 02-04-2023 blog 8 minutes read (About 1235 words)
Understand How CUDA Compatibility Is Achieved

 
CUDA, 
NVIDIA, 
Docker  
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CUDA Zero Copy Mapped Memory

 12-16-2022 12-16-2022 blog 10 minutes read (About 1564 words)
Eliminate CUDA Memory Copy on Unified Memory on NVIDIA Embedding Platforms

 
CUDA  
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CUDA Data Alignment

 10-18-2022 10-18-2022 blog 7 minutes read (About 984 words)
Efficient and Correct CUDA Memory Access

 
CUDA  
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CUDA L2 Persistent Cache

 09-12-2022 11-12-2023 blog 13 minutes read (About 1955 words)
Accelerate Accessing Frequently Accessed Data

 
CUDA  
  Read More

CUDA Device Query

 09-08-2022 09-08-2022 blog 4 minutes read (About 649 words)
Prebuilt Docker Image for CUDA Device Query

 
CUDA, 
Docker  
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CPU Cache False Sharing

 08-27-2022 08-27-2022 blog 14 minutes read (About 2152 words)
Performance Aware C++ Programming

 
CPP, 
CUDA, 
GPU, 
CPU  
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CUDA Shared Memory Capacity

 07-04-2022 06-12-2025 blog 13 minutes read (About 1982 words)
Use Large Shared Memory for CUDA Kernel Optimization

 
CUDA  
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CUDA Occupancy Calculation

 06-25-2022 12-16-2024 blog 3 minutes read (About 504 words)
Ensuring High CUDA Occupancy for Performance

 
CUDA  
  Read More
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Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

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