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Efficient Execution Irregular Dataflow by Shah Nimish (22 results)
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Efficient Execution of Irregular Dataflow Graphs: Hardware/Software Co-optimization for Probabilistic AI and Sparse Linear Algebra
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Efficient Execution of Irregular Dataflow Graphs: Hardware/Software Co-optimization for Probabilistic AI and Sparse Linear Algebra
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Efficient Execution of Irregular Dataflow Graphs: Hardware/Software Co-optimization for Probabilistic AI and Sparse Linear Algebra
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Efficient Execution of Irregular Dataflow Graphs : Hardware/Software Co-optimization for Probabilistic Ai and Sparse Linear Algebra
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Efficient Execution of Irregular Dataflow Graphs : Hardware/Software Co-optimization for Probabilistic Ai and Sparse Linear Algebra
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Efficient Execution of Irregular Dataflow Graphs
Published by Springer Nature Switzerland, Springer Nature Switzerland Jul 2024, 2024
ISBN 10: 3031331389 ISBN 13: 9783031331381
Language: English
Seller: buchversandmimpf2000, Emtmannsberg, BAYE, Germany
Seller rating 5 out of 5 stars
Taschenbuch. Condition: Neu. Neuware -This book focuses on the acceleration of emerging irregular sparse workloads, posed by novel artificial intelligent (AI) models and sparse linear algebra. Specifically, the book outlines several co-optimized hardware-software solutions for a highly promising class of emerging sparse AI models called Probabilistic Circuit (PC) and a similar sparse matrix workload for triangular linear systems (SpTRSV). The authors describe optimizations for the entire stack, targeting applications, compilation, hardware architecture and silicon implementation, resulting in orders of magnitude higher performance and energy-efficiency compared to the existing state-of-the-art solutions. Thus, this book provides important building blocks for the upcoming generation of edge AI platforms.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 168 pp. Englisch.
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Efficient Execution of Irregular Dataflow Graphs : Hardware/Software Co-optimization for Probabilistic AI and Sparse Linear Algebra
Published by Springer Nature Switzerland, 2024
ISBN 10: 3031331389 ISBN 13: 9783031331381
Language: English
Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book focuses on the acceleration of emerging irregular sparse workloads, posed by novel artificial intelligent (AI) models and sparse linear algebra. Specifically, the book outlines several co-optimized hardware-software solutions for a highly promising class of emerging sparse AI models called Probabilistic Circuit (PC) and a similar sparse matrix workload for triangular linear systems (SpTRSV). The authors describe optimizations for the entire stack, targeting applications, compilation, hardware architecture and silicon implementation, resulting in orders of magnitude higher performance and energy-efficiency compared to the existing state-of-the-art solutions. Thus, this book provides important building blocks for the upcoming generation of edge AI platforms.
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Hardcover. Condition: Brand New. 164 pages. 9.25x6.10x9.21 inches. In Stock.
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Efficient Execution of Irregular Dataflow Graphs : Hardware/Software Co-optimization for Probabilistic AI and Sparse Linear Algebra
Published by Springer Nature Switzerland, 2023
ISBN 10: 3031331354 ISBN 13: 9783031331350
Language: English
Condition: Hervorragend. Zustand: Hervorragend | Sprache: Englisch | Produktart: Bücher.
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Efficient Execution of Irregular Dataflow Graphs : Hardware/Software Co-optimization for Probabilistic AI and Sparse Linear Algebra
Published by Springer Nature Switzerland, 2023
ISBN 10: 3031331354 ISBN 13: 9783031331350
Language: English
Condition: Sehr gut. Zustand: Sehr gut | Sprache: Englisch | Produktart: Bücher.
-
Efficient Execution of Irregular Dataflow Graphs
Published by Springer Nature Switzerland, Springer Nature Switzerland Jul 2023, 2023
ISBN 10: 3031331354 ISBN 13: 9783031331350
Language: English
Seller: buchversandmimpf2000, Emtmannsberg, BAYE, Germany
Seller rating 5 out of 5 stars
Buch. Condition: Neu. Neuware -This book focuses on the acceleration of emerging irregular sparse workloads, posed by novel artificial intelligent (AI) models and sparse linear algebra. Specifically, the book outlines several co-optimized hardware-software solutions for a highly promising class of emerging sparse AI models called Probabilistic Circuit (PC) and a similar sparse matrix workload for triangular linear systems (SpTRSV). The authors describe optimizations for the entire stack, targeting applications, compilation, hardware architecture and silicon implementation, resulting in orders of magnitude higher performance and energy-efficiency compared to the existing state-of-the-art solutions. Thus, this book provides important building blocks for the upcoming generation of edge AI platforms.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 168 pp. Englisch.
-
Efficient Execution of Irregular Dataflow Graphs : Hardware/Software Co-optimization for Probabilistic AI and Sparse Linear Algebra
Published by Springer Nature Switzerland, 2023
ISBN 10: 3031331354 ISBN 13: 9783031331350
Language: English
Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book focuses on the acceleration of emerging irregular sparse workloads, posed by novel artificial intelligent (AI) models and sparse linear algebra. Specifically, the book outlines several co-optimized hardware-software solutions for a highly promising class of emerging sparse AI models called Probabilistic Circuit (PC) and a similar sparse matrix workload for triangular linear systems (SpTRSV). The authors describe optimizations for the entire stack, targeting applications, compilation, hardware architecture and silicon implementation, resulting in orders of magnitude higher performance and energy-efficiency compared to the existing state-of-the-art solutions. Thus, this book provides important building blocks for the upcoming generation of edge AI platforms.
-
Efficient Execution of Irregular Dataflow Graphs
Published by Springer Verlag Gmbh Jul 2024, 2024
ISBN 10: 3031331389 ISBN 13: 9783031331381
Language: English
Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany
Seller rating 5 out of 5 stars
Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware Englisch.
-
Efficient Execution of Irregular Dataflow Graphs
Published by Springer Nature Switzerland Jul 2023, 2023
ISBN 10: 3031331354 ISBN 13: 9783031331350
Language: English
Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany
Seller rating 5 out of 5 stars
Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book focuses on the acceleration of emerging irregular sparse workloads, posed by novel artificial intelligent (AI) models and sparse linear algebra. Specifically, the book outlines several co-optimized hardware-software solutions for a highly promising class of emerging sparse AI models called Probabilistic Circuit (PC) and a similar sparse matrix workload for triangular linear systems (SpTRSV). The authors describe optimizations for the entire stack, targeting applications, compilation, hardware architecture and silicon implementation, resulting in orders of magnitude higher performance and energy-efficiency compared to the existing state-of-the-art solutions. Thus, this book provides important building blocks for the upcoming generation of edge AI platforms. 168 pp. Englisch.
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Efficient Execution of Irregular Dataflow Graphs
Published by Springer, Berlin|Springer Nature Switzerland|Springer, 2023
ISBN 10: 3031331354 ISBN 13: 9783031331350
Language: English
Gebunden. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. This book focuses on the acceleration of emerging irregular sparse workloads, posed by novel artificial intelligent (AI) models and sparse linear algebra. Specifically, the book outlines several co-optimized hardware-software solutions for a highly promi.
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Condition: New. Print on Demand.
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Condition: New. PRINT ON DEMAND.
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Buch. Condition: Neu. Efficient Execution of Irregular Dataflow Graphs | Hardware/Software Co-optimization for Probabilistic AI and Sparse Linear Algebra | Nimish Shah (u. a.) | Buch | xxi | Englisch | 2023 | Springer | EAN 9783031331350 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu Print on Demand.
