CSE 4373/5373 - General Purpose GPU Programming
⭓Description
This is the course page for CSE 4373/5373 - General Purpose GPU Programming in Spring 2024. Here you’ll find class notes and other helpful resources. All assignments and announcements will be posted on Canvas.
ERB 125 Lab Hours
| Days | Time |
|---|---|
| Mo | 9AM - 8PM |
| Tue | 9:30AM - 2PM |
| Wed | 9:30AM - 1:30PM, 3PM - 8PM |
| Thu | 11:30AM - 1:30PM |
| Fri | 9AM - 8PM |
Instructor Office Hours
| Days | Time | Location |
|---|---|---|
| MoWeFri | 12PM - 1PM | ERB 125 |
| TuTh | 1PM - 2PM | ERB 125 |
Teaching Assistant
Keshav Bansal (kxb5527 (at) mavs (dot) uta (dot) edu)
Office Hours
| Days | Time | Location |
|---|---|---|
| Mo | 9PM - 12PM | ERB 125 |
| Fri | 1PM - 3PM | ERB 125 |
⭓Course Materials
Books
- Wen-mei W. Hwu, David B. Kirk, Izzat El Hajj. Programming Massively Parallel Processors: A Hands-on Approach, 4th Edition, 2022.
- Jason Sanders and Edward Kandrot, CUDA by Example: An Introduction to General-Purpose GPU Programming, Addison-Wesley Professional, 2010.
Resources
⭓Schedule
This schedule is tentative and may change.
| Date | Topic | Materials |
|---|---|---|
| January 13 | Course Introduction | |
| January 15 | Heterogeneous Data Parallel Computing | |
| January 17 | Environment Setup Day |
|
| January 22 | Multidimensional Grids and Data | |
| January 24 | Lab/Recitation |
|
| January 27 | Multidimensional Grids and Data | |
| January 29 | CUDA Compute Architecture | |
| January 31 | Lab/Recitation |
|
| February 3 | Memory Architecture | |
| February 5 | Tiling and Shared Memory | |
| February 10 | GPU Performance Basics | |
| February 12 | GPU Performance Basics | |
| February 14 | Lab/Recitation |
|
| February 17 | Convolutional Pattern | |
| February 19 | Convolutional Pattern | |
| February 21 | Lab/Recitation |
|
| February 26 | Profiling and Benchmarking | |
| February 28 | Lab/Recitation |
|
| March 3 | Stencil Pattern | |
| March 5 | Parallel Histogram | |
| March 7 | Lab/Recitation |
|
| March 17 | Parallel Scan | |
| March 19 | Parallel Scan | |
| March 21 | Lab/Recitation |
|
| March 24 | General Reductions | |
| March 26 | Merge | |
| March 28 | Lab/Recitation |
|