CoffeeBeforeArch / Cuda_programming
Licence: gpl-3.0
Code from the "CUDA Crash Course" YouTube series by CoffeeBeforeArch
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GPGPU Programming with CUDA
This repository contains all code from the YouTube series "CUDA Crash Course (v3)" by CoffeeBeforeArch.
Contact
Suggestions for specific content can be sent to: [email protected]
Environment
Operating System: Ubuntu 18.04
Text Editor: VIM
GPU: NVIDIA GTX 2060
CUDA version: 11, 10, 9
Concepts covered in each video
Environment Setup
| Video | Concepts | Files |
|---|---|---|
| Visual Studio 2019 | IDE, Linker | |
| Linux | VIM, NVCC |
Vector Addition
| Video | Concepts | Files |
|---|---|---|
| Baseline | Allocation, Copying Memory, Indexing, Thread IDs, PTX, SASS | |
| Pinned Memory | Pinned Memory | |
| Unified Memory | Unified Memory, Prefetching |
Matrix Multiplication (GEMM)
| Video | Concepts | Files |
|---|---|---|
| 2D Indexing | ||
| Shared Memory |
Sum Reduction
| Video | Concepts | Files |
|---|---|---|
| Inter-kernel synchronization | ||
| Cooperative Groups |
Convolution
| Video | Concepts | Files |
|---|---|---|
| Constant Memory |
Histogram
| Video | Concepts | Files |
|---|---|---|
| Global Atomics | ||
| Shared Memory Atomics |
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