8. Optimization of AI Circuits

Try these first

1. 1.

   What is one advantage of optimizing AI circuits?

   Hint

   Think about what optimizing systems might improve.

2. 2.

   Name a specialized hardware used for AI tasks.

   Hint

   Think of hardware that handles heavy computations.

3. 3.

   Which of the following is a type of specialized hardware for AI?

   • CPU
   • GPU
   • RAM

   Hint

   Think about what kind of hardware is tailored for heavy computations.

4. 4.

   True or False: Model parallelism involves processing data in parallel.

   • True
   • False

   Hint

   Consider the definition of both terms.

5. 5.

   Given a scenario where an AI application is running on low-power hardware, outline how you would approach optimizing for both speed and power.

   Hint

   Think about combining hardware and software strategies.

6. 6.

   Evaluate the trade-offs between using GPUs and FPGAs for AI tasks. When might each be preferred?

   Hint

   Compare capabilities and limitations of both hardware types.