# GPU acceleration on Eugo

How work reaches the GPU, which operations benefit, and how to confirm it actually happened.

Source: https://university.eugo.io/courses/gpu-acceleration-on-eugo

---

- Level: Intermediate
- Duration: 26m
- Lessons: 4
- Topics: gpu-acceleration, performance, ai-ml

## Lessons

### How offloading works

- [What gets offloaded, and what does not](https://university.eugo.io/lesson/gpu-acceleration-on-eugo/what-gets-offloaded)
- [Requesting GPUs for a task](https://university.eugo.io/lesson/gpu-acceleration-on-eugo/requesting-gpus)

### Verifying and tuning

- [Confirming your work ran on a GPU](https://university.eugo.io/lesson/gpu-acceleration-on-eugo/verifying-gpu-use)
- [Transfer costs and when GPUs lose](https://university.eugo.io/lesson/gpu-acceleration-on-eugo/transfer-costs)

## Related reading

- [Optimizations documentation](https://docs.eugo.io/docs/optimizations)
- [CPU vs GPU on the same machine](/interactive)