AI/ML Kernels Quiz
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Questions and Answers

What is the basic execution model described in the text?

  • Memory Access
  • Execute Processor
  • Memory Fetch
  • Fetch-Execute (correct)

    • What are the parameters mentioned in the equation C[i] = ∑A[i][k] * B[k]?

  • RA, RB, M
  • RA, RB, C[i]
  • A[i][k], B[k], C[i] (correct)
  • RA, RB, A[i][k]

    • What is the purpose of performance modeling?

  • To calculate worst case performance
  • To calculate sustained performance
  • To model the performance of an algorithm on a platform (correct)
  • To determine the number of operations

    • What is the data access pattern for the Matrix Matrix Multiplication kernel?

    <p>Row-major order</p> Signup and view all the answers

    Which of the following is NOT a platform mentioned in the text?

    <p>Memory Access</p> Signup and view all the answers

    What is the number of operations involved in the LU Decomposition kernel?

    <p>Depends on the matrix size</p> Signup and view all the answers

    Which of the following is NOT a key AI/ML kernel mentioned in the text?

    <p>Systolic Arrays</p> Signup and view all the answers

    What is the purpose of performance modeling?

    <p>To identify important parameters that determine the performance of an algorithm mapped to a platform</p> Signup and view all the answers

    What are the parameters mentioned in the equation C[i] = ∑A[i][k] * B[k]?

    <p>C[i], A[i][k], B[k]</p> Signup and view all the answers

    What is the number of operations involved in the Matrix Matrix Multiplication kernel?

    <p>3</p> Signup and view all the answers

    What is the data access pattern for the Matrix Vector Multiplication kernel?

    <p>Row-wise access</p> Signup and view all the answers

    What is the basic execution model described in the text?

    <p>Fetch-Execute</p> Signup and view all the answers

    What platforms are covered in cluster modeling?

    <p>Cluster Modeling</p> Signup and view all the answers

    ______ helps to identify important parameters that determine the performance of an algorithm mapped to the platform.

    <p>Performance Modeling</p> Signup and view all the answers

    The number of operations involved in the LU Decomposition kernel is ______.

    <p>unknown</p> Signup and view all the answers

    The parameters mentioned in the equation C[i] = ∑A[i][k] * B[k] are ______, ______, and ______.

    <p>RA, RB, M</p> Signup and view all the answers

    The platforms covered in cluster modeling are ______.

    <p>unknown</p> Signup and view all the answers

    The data access pattern for the Matrix Vector Multiplication kernel is ______.

    <p>unknown</p> Signup and view all the answers

    The number of operations involved in the Matrix Matrix Multiplication kernel is ______.

    <p>unknown</p> Signup and view all the answers

    The purpose of performance modeling is to ______ important parameters that determine the performance of an algorithm mapped to the platform.

    <p>identify</p> Signup and view all the answers

    The basic execution model described in the text is ______.

    <p>Fetch-Execute</p> Signup and view all the answers

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