Torch Olympics
Coming Soon
The Torch Olympics is TinyTorch’s capstone experience. You’ve built an ML framework from scratch. Soon, you’ll put it to the test.
We’re designing a systems engineering competition where your design choices, optimization strategies, and implementation quality will be measured against other students on a public leaderboard.
What We’re Thinking
| Track | The Challenge |
|---|---|
| Vision | Highest accuracy on image classification using your Conv2d |
| Language | Best text generation quality using your transformer |
| Speed | Fastest inference throughput using your optimizations |
| Compression | Smallest model that still performs well |
Details are still being finalized. But the core idea: compete using the framework you built, not someone else’s.
Stay in the Loop
Want to know when the Olympics launches? Join the community →
We’ll announce competition details, share early access, and answer questions there.
In the Meantime
Make sure you’re ready by completing all 19 modules:
- Foundation Tier — Modules 01-08
- Architecture Tier — Modules 09-13
- Optimization Tier — Modules 14-19