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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What does SIMD stand for?
💡 Hint: Remember that it involves using one instruction on multiple data points.
Question 2
Easy
What is the main advantage of vector processing?
💡 Hint: Think of efficiency!
Practice 4 more questions and get performance evaluation
Interactive Quizzes
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
What is the main purpose of SIMD?
- To execute one instruction on one data point
- To execute one instruction on multiple data points
- To execute multiple instructions simultaneously
💡 Hint: Think about how efficiently it handles multiple pieces of data.
Question 2
True or False: GPUs are optimized for single-threaded performance.
- True
- False
💡 Hint: Consider how GPUs manage many tasks simultaneously.
Solve 2 more questions and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Consider a deep learning model training with a GPU. Explain the benefits of using SIMD for this process and the potential bottlenecks that could arise.
💡 Hint: Think about both sides of the equation: advantages and challenges.
Question 2
You are tasked with optimizing a code section that processes an array of numbers. Describe how you would go about vectorization and any potential issues you might encounter.
💡 Hint: Consider the layout of your data and dependencies between operations.
Challenge and get performance evaluation