10.4.4 - CUDA (Compute Unified Device Architecture)
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Practice Questions
Test your understanding with targeted questions
What does CUDA stand for?
💡 Hint: Think about what the acronym suggests about parallel computing.
Name one programming language used with CUDA.
💡 Hint: Consider the languages you may have learned in programming class.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What is CUDA primarily used for?
💡 Hint: Think about what CUDA allows developers to do with GPUs.
True or False: The CPU executes the same task as the GPU in CUDA.
💡 Hint: Consider how tasks are allocated between processors.
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Challenge Problems
Push your limits with advanced challenges
Discuss how you would optimize a CUDA program for a machine learning application. What strategies would you employ?
💡 Hint: Consider the memory bandwidth and execution configurations that might affect performance.
Design a simple CUDA kernel to add two arrays. Describe how you would handle data allocation and launch the kernel.
💡 Hint: Think about how threads can be mapped to array indices.
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