Optimizing for AMD's AI accelerators requires understanding their architecture. An interactive simulator could visualize data flow and bottlenecks. Sell to research labs and chip vendors. Start with basic instruction visualization. The risk is limited audience size.
amdaisimulation
AMD matrix core simulator
Create an educational tool that visualizes AMD's matrix cores in action. Researchers could use it to optimize deep learning code.
Why now
New academic papers on niche hardware show growing interest from developers needing better optimization tools.
- Who for
- AI researchers
- Business model
- Enterprise licensing
- Effort
- A few months
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