7.3. Applications of Parallel Processing in AI Circuits

Try these first

1. 1.

   Define parallel processing.

   Hint

   Think about executing tasks at the same time.

2. 2.

   What is the role of GPUs in AI applications?

   Hint

   Remember how graphics and data are processed.

3. 3.

   What is the main role of parallel processing in AI?

   • Increase latency
   • Simultaneous computation
   • Single-task processing

   Hint

   Think about how tasks can be handled together.

4. 4.

   True or False: GPUs are not effective for AI workloads.

   • True
   • False

   Hint

   Recall what GPUS are optimized for.

5. 5.

   Design a parallel processing framework for a self-driving car system that ensures minimal latency.

   Hint

   Consider the types of data the car needs to process.

6. 6.

   Discuss the trade-offs between using GPUs and TPUs for a large-scale AI project.

   Hint

   Think about the requirements of the specific project.