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Communication-Avoiding Algorithms

Communication-Avoiding Algorithms

Communication-Avoiding Algorithms. Jim Demmel EECS & Math Departments UC Berkeley. Why avoid communication? (1/3). Algorithms have two costs (measured in time or energy): Arithmetic (FLOPS) Communication: moving data between levels of a memory hierarchy (sequential case)

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822 views • 72 slides
Communication-Avoiding Algorithms for Linear Algebra and Beyond

Communication-Avoiding Algorithms for Linear Algebra and Beyond

Communication-Avoiding Algorithms for Linear Algebra and Beyond. Jim Demmel EECS & Math Departments UC Berkeley. Why avoid communication? (1/3). Algorithms have two costs (measured in time or energy): Arithmetic (FLOPS) Communication: moving data between

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789 views • 69 slides
Communication-Avoiding Algorithms for Linear Algebra and Beyond

Communication-Avoiding Algorithms for Linear Algebra and Beyond

Communication-Avoiding Algorithms for Linear Algebra and Beyond. Jim Demmel EECS & Math Departments UC Berkeley. Why avoid communication? (1/3). Algorithms have two costs (measured in time or energy): Arithmetic (FLOPS) Communication: moving data between

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780 views • 64 slides
Introduction to Communication-Avoiding Algorithms

Introduction to Communication-Avoiding Algorithms

Introduction to Communication-Avoiding Algorithms. Jim Demmel EECS & Math Departments UC Berkeley. Why avoid communication? (1/2). Algorithms have two costs (measured in time or energy): Arithmetic (FLOPS) Communication: moving data between

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749 views • 63 slides
Communication-Avoiding Algorithms

Communication-Avoiding Algorithms

Communication-Avoiding Algorithms. Jim Demmel EECS & Math Departments UC Berkeley. Why avoid communication? (1/3). Algorithms have two costs (measured in time or energy): Arithmetic (FLOPS) Communication: moving data between levels of a memory hierarchy (sequential case)

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693 views • 59 slides

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