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CUDA Shared Memory Capacity

 07-04-2022 07-04-2022 blog 12 minutes read (About 1863 words)
Use Large Shared Memory for CUDA Kernel Optimization

 
CUDA  
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CUDA Occupancy Calculation

 06-25-2022 06-25-2022 blog 4 minutes read (About 567 words)
Ensuring High CUDA Occupancy for Performance

 
CUDA  
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CUDA Shared Memory Bank

 06-22-2022 06-22-2022 blog 9 minutes read (About 1349 words)
Avoiding CUDA Shared Memory Bank Conflicts

 
CUDA  
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CUDA Kernel Execution Overlap

 06-10-2022 06-10-2022 blog 7 minutes read (About 1038 words)
CUDA Computation Resources, CUDA Implicit Synchronization, and CUDA Kernel Execution

 
CUDA  
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Nsight Systems in Docker

 06-01-2022 06-01-2022 blog 4 minutes read (About 658 words)
Portable Nsight Systems

 
Docker, 
CUDA  
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Proper CUDA Error Checking

 05-25-2022 05-25-2022 blog 7 minutes read (About 1079 words)
Best Practice for CUDA Error Checking

 
CUDA  
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CUDA Compilation Architecture Macro

 05-01-2022 05-01-2022 blog 10 minutes read (About 1439 words)
Compilation Control Flow for Different GPU Architectures

 
GPU, 
CUDA  
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CUDA Compilation

 04-28-2022 04-28-2022 blog 6 minutes read (About 846 words)
GPU Compilation and Compatibility

 
GPU, 
CUDA  
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Function Binding and Performance Measurement

 04-07-2022 05-12-2022 blog 6 minutes read (About 938 words)
Creating Helper Functions for Performance Measurement in C++, CUDA and Python

 
CPP, 
Python, 
CUDA  
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CUDA Matrix Multiplication

 03-21-2022 03-28-2022 blog 32 minutes read (About 4801 words)
Implement Matrix Multiplication and Batched Matrix Multiplication Using CUDA

 
CPP, 
CUDA  
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PyTorch Benchmark

 12-13-2021 12-13-2021 blog 9 minutes read (About 1289 words)
Equivalence of the Exponential Function Definitions

 
CUDA, 
PyTorch  
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Multi-Thread Single-Stream VS Single-Thread Multi-Stream CUDA

 10-18-2021 05-12-2022 blog 13 minutes read (About 1944 words)
CUDA Programming Choices for CUDA Stream

 
Deep Learning, 
Mathematics, 
CUDA, 
High Performance Computing, 
Computer Architecture, 
Parallel Computing  
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Page-Locked Host Memory for Data Transfer

 06-26-2021 06-26-2021 blog 6 minutes read (About 966 words)
Faster Data Transfer Between Host and CUDA Device

 
CUDA, 
Operating System, 
CUDA Programming  
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CUDA Driver VS CUDA Runtime

 10-01-2020 10-30-2020 blog 4 minutes read (About 593 words)
libcuda.so VS libcudart.so

 
Software Engineering, 
CUDA  
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CUDA Stream

 02-02-2020 06-12-2022 blog 8 minutes read (About 1261 words)
Understand CUDA Stream Based Concurrency from High Level

 
CUDA  
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Use Shared Memory in Templated Kernels in CUDA Programming

 05-04-2019 05-04-2019 blog 5 minutes read (About 702 words)
A Trick to Work Around

 
CPP, 
CUDA, 
C  
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Pass Function Pointers to Kernels in CUDA Programming

 04-28-2019 04-28-2019 blog 4 minutes read (About 547 words)
Some Alchemy in CUDA Programming

 
CPP, 
CUDA, 
C  
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CUDA Block and Grid

 03-12-2019 03-12-2019 blog 4 minutes read (About 588 words)
Understand the Concept of Block and Grid in CUDA Parallel Computing

 
CUDA  
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Lei Mao

Lei Mao

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