Practice Hardware Selection For Practical Ai Systems (9.2.1) - Practical Implementation of AI Circuits

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6 sample questions

Question 1.
What does GPU stand for?
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Think about the primary use for graphics in computers.
Question 2.
Name one application where ASICs are commonly used.
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Consider applications that require very specific processing tasks.
3Question 3.
What is the primary function of a GPU?
- Audio Processing
- High-Performance Parallel Processing
- Data Storage
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Think about tasks that require many calculations done at once.
4Question 4.
Are TPUs designed specifically for deep learning tasks?
- True
- False
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Consider if TPUs serve a specialized role.
Question 5.
If you're developing an AI application for real-time facial recognition on mobile devices, what hardware combination would you choose, and why?
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Consider the needs of mobile computing and energy efficiency.
Question 6.
How would the choice of hardware affect the scalability of an AI-powered system in an industrial environment?
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Reflect on the balance between performance and versatility.

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