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CUDA Shared Memory Bank

 06-22-2022 08-19-2022 blog 15 minutes read (About 2244 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 1041 words)
CUDA Computation Resources, CUDA Implicit Synchronization, and CUDA Kernel Execution

 
CUDA  
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Nsight Systems In Docker

 06-01-2022 12-19-2023 blog 5 minutes read (About 717 words)
Portable Nsight Systems

 
CUDA, 
Docker  
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Proper CUDA Error Checking

 05-25-2022 08-07-2025 blog 8 minutes read (About 1152 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

 
CUDA, 
GPU  
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CUDA Compilation

 04-28-2022 02-21-2024 blog 6 minutes read (About 948 words)
GPU Compilation and Compatibility

 
CUDA, 
GPU  
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Function Binding and Performance Measurement

 04-07-2022 02-23-2025 blog 7 minutes read (About 1019 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 03-04-2023 blog 32 minutes read (About 4792 words)
Implement Matrix Multiplication and Batched Matrix Multiplication Using CUDA

 
CPP, 
Accelerated Computing, 
CUDA  
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PyTorch Benchmark

 12-13-2021 12-13-2021 blog 9 minutes read (About 1290 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 1946 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 05-17-2023 blog 7 minutes read (About 985 words)
Faster Data Transfer Between Host and CUDA Device

 
CUDA, 
Operating System  
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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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Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

Menlo Park, California

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