CUDA Programming – From Zero to Hero

سرفصل های دوره

Learn CUDA Programming from absolute scratch

1 - Introduction to Parallel Programming

1 - Quiz on Parallel Programming.html

1 - What is Parallel Programming

2 - Why do we need Parallel Programming

3 - What are threads

4 - Benefits and Challenges of Working with Threads

5 - What went wrong with single processor performance

2 - Installing CUDA on Nvidia and NonNvidia Machines

6 - Installing CUDA on a NonNvidia Graphics Card Machine

6 - cuda-installation.zip

7 - Installing CUDA on a Nvidia Graphics Card Machine

3 - Hello World in CUDA

8 - Hello World Program version 1

9 - Hello World Program version 2

10 - Hello World Program version 3

11 - Coding Exercise Print Your Name N Times

12 - Bonus Lecture 1 Time your Programs in CUDA

4 - Communicate between GPU and CPU Memory

13 - Lets Look at a Code

14 - Typical Memory Flow

15 - Initializing an array in parallel

16 - Adding a constant c to all elements of an array

5 - Kernels Grids Blocks and Threads

17 - How are threads organized in CUDA

18 - Accessing Grid Dimensions

19 - Accessing Block Dimensions

20 - Problem of changing size to value greater than 1024 in Lecture 16 Section 4

6 - CUDA Computation

21 - Warps and Thread Divergence

22 - Finding Thread Divergence in Code

23 - Exercise Solution

24 - Finding an element in parallel

25 - Exercise Solution Encrypting and Decrypting Messages

7 - Conclusion

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تولید کننده: Udemy