Practice Techniques For Improving Performance In Ai Circuits (5.4) - Techniques for Optimizing Efficiency and Performance in AI Circuits

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9 questions

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6 questions · about 4 min · pass mark 70%. Hints available.
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6 sample questions

Question 1.
What is latency?
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Think about timing in real-time systems.
Question 2.
Why is throughput important?
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Consider the speed of data handling.
3Question 3.
What is considered a critical aspect of low latency in AI applications?
- Decision Making
- Cost Reduction
- Data Storage
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Think about the speed of reactions required.
4Question 4.
True or False: Batch processing can improve throughput in AI systems.
- True
- False
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Consider how data is managed.
Question 5.
Design a hypothetical AI system aimed at processing real-time traffic data. Explain how you would minimize latency and maximize throughput.
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Consider both hardware and software strategies.
Question 6.
Evaluate the implications of failing to distribute resources effectively in a cloud-based AI system.
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Think about the consequences of overloading certain components.

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