# Next Steps

## In this learning path

- [Introduction](https://learn.arm.com/learning-paths/servers-and-cloud-computing/performix-instruction-mix/)
- [Understand profiling with Arm Performix Instruction Mix](https://learn.arm.com/learning-paths/servers-and-cloud-computing/performix-instruction-mix/how-to-1/)
- [Set up and run a GPT-2 baseline](https://learn.arm.com/learning-paths/servers-and-cloud-computing/performix-instruction-mix/how-to-2/)
- [Find GPT-2 hotspots and profile with the Arm Performix Instruction Mix recipe](https://learn.arm.com/learning-paths/servers-and-cloud-computing/performix-instruction-mix/how-to-3/)
- [(Optional) Optimize matmul with vector intrinsics](https://learn.arm.com/learning-paths/servers-and-cloud-computing/performix-instruction-mix/how-to-4/)
- [Compare Neon and SVE with the Arm Performix Instruction Mix recipe](https://learn.arm.com/learning-paths/servers-and-cloud-computing/performix-instruction-mix/how-to-5/)
- [Accelerate execution with KleidiAI](https://learn.arm.com/learning-paths/servers-and-cloud-computing/performix-instruction-mix/how-to-6/)
- [Next Steps](https://learn.arm.com/learning-paths/servers-and-cloud-computing/performix-instruction-mix/_next-steps/)

## Profile GPT-2 inference with the Arm Performix Instruction Mix recipe

- [Introduction](https://learn.arm.com/learning-paths/servers-and-cloud-computing/performix-instruction-mix/)
- [Understand profiling with Arm Performix Instruction Mix](https://learn.arm.com/learning-paths/servers-and-cloud-computing/performix-instruction-mix/how-to-1/)
- [Set up and run a GPT-2 baseline](https://learn.arm.com/learning-paths/servers-and-cloud-computing/performix-instruction-mix/how-to-2/)
- [Find GPT-2 hotspots and profile with the Arm Performix Instruction Mix recipe](https://learn.arm.com/learning-paths/servers-and-cloud-computing/performix-instruction-mix/how-to-3/)
- [(Optional) Optimize matmul with vector intrinsics](https://learn.arm.com/learning-paths/servers-and-cloud-computing/performix-instruction-mix/how-to-4/)
- [Compare Neon and SVE with the Arm Performix Instruction Mix recipe](https://learn.arm.com/learning-paths/servers-and-cloud-computing/performix-instruction-mix/how-to-5/)
- [Accelerate execution with KleidiAI](https://learn.arm.com/learning-paths/servers-and-cloud-computing/performix-instruction-mix/how-to-6/)
- Next Steps

## Continue Learning

### Read related resources
Find more information about the topics in this Learning Path:
- [Arm Performix User Guide](https://developer.arm.com/documentation/110163/latest)
- [Find code hotspots with Arm Performix](https://learn.arm.com/learning-paths/servers-and-cloud-computing/cpu_hotspot_performix/)
- [Generate Arm Performix AI insights in Visual Studio Code with Codex](https://learn.arm.com/learning-paths/servers-and-cloud-computing/performix-agentic-dynamic-insights-codex/)
- [KleidiAI GitHub Repository](https://gitlab.arm.com/kleidi/kleidiai)
- [GPT-2 Example repository](https://github.com/arm-education/GPT-2-Example)

### Join the Arm Developer Program
Connect, upskill, and build with the Arm Developer Community. Join today for hands-on technical resources and education materials, along with the support of Arm engineers and the broader ecosystem.

### Back to all learning paths under Servers and Cloud Computing
[Back](https://learn.arm.com/learning-paths/servers-and-cloud-computing/)