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 (C)</p> Signup and view all the answers

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

<p>Memory Access (D)</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 (D)</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 (A)</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 (D)</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] (C)</p> Signup and view all the answers

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

<p>3 (D)</p> Signup and view all the answers

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

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

What is the basic execution model described in the text?

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

What platforms are covered in cluster modeling?

<p>Cluster Modeling (B)</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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