Why GPUs for AI Workloads
Massive parallelism for tensor math.
The Big Picture
AI does the same math on millions of numbers. A GPU shines here because it runs huge numbers of those operations side by side.
CPU vs GPU Mindset
A CPU has a few fast cores for varied tasks. A GPU trades that for thousands of simpler cores built for raw parallelism.
All lessons in this course
- Why GPUs for AI Workloads
- Threads, Blocks, and Grids
- Writing a GPU Kernel Function
- Moving Data to and from Device