Practice - Enhancing Throughput
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Practice Questions
Test your understanding with targeted questions
Define throughput in your own words.
💡 Hint: Think about how rush hours work in a traffic system.
What does parallel processing mean?
💡 Hint: Consider how a restaurant kitchen works when multiple chefs prepare meals.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What technique is employed to process tasks simultaneously in an AI circuit?
💡 Hint: Think about how things can be done faster when they are done at once.
True or False: Batch processing can help efficiently manage smaller datasets.
💡 Hint: Consider where efficiency gains are most noticeable.
1 more question available
Challenge Problems
Push your limits with advanced challenges
Consider a scenario where an AI application has to process a million images for training. Discuss how you would optimize this process using both batch and pipeline parallelism.
💡 Hint: Focus on the methods that would maximize concurrent processing.
Predict how using a GPU for batch processing as opposed to a CPU would impact the efficiency of an AI model's training.
💡 Hint: Consider how threading works in different hardware architectures.
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Reference links
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