Media Summary: A huge amount has been published about deep neural network Deep neural networks (DNNs) can be efficiently executed on Speaker: Tal Ben-Nun Venue: This talk was presented as a scientific keynote at HeteroPar'2020 GitHub: ...

Heterogeneous Dataflow Accelerators For Multi - Detailed Analysis & Overview

A huge amount has been published about deep neural network Deep neural networks (DNNs) can be efficiently executed on Speaker: Tal Ben-Nun Venue: This talk was presented as a scientific keynote at HeteroPar'2020 GitHub: ... Dennis Abts, Groq Oskar Mencer, Maxeler/Groq May 18, 2022 This talk provides a journey through ISCA'25: The 52nd International Symposium on Computer Architecture Session 2: Best Paper Nominees Session Chair: Mark Hill ... Talk for the ASPLOS 2023 LATTE Workshop on "Designing a

Speaker: Peipei Zhou, University of Pittsburgh Dense matrix multiply (MM) serves as one of the most heavily used kernels in deep ... AAA634 Advanced Processor Architecture Day 09 -

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Heterogeneous Dataflow Accelerators for Multi-DNN Workloads
Does dataflow matter for DNN accelerator performance?
dMazeRunner: Optimization Infrastructure for Programmable Dataflow Accelerators for Deep Learning
Dataflow Accelerators for DNNs using High-Level Synthesis | Guest Lecture at Georgia Tech
Deep Learning Dataflow Accelerators
Stateful Dataflow Multigraphs: Data-Centric Performance Portability on Heterogeneous Architectures
ISQED 2021 - Architecture, Dataflow and Physical Design Implications of 3D-ICs for DNN-Accelerators
Stanford Seminar -  Dataflow for convergence of AI and HPC - GroqChip!
ISCA'25 - Session 2 - H2-LLM: Hardware-Dataflow Co-Exploration for Heterogeneous Hybrid-Bonding-base
Dataflow Hardware Acceleration of DNNs with High-Level Synthesis | Guest Lecture at Yale University
[LATTE 23] #3: Designing a Dataflow Hardware Accelerator with an Abstract Machine
CHARM: Composing Heterogeneous AcceleRators for Matrix Multiply on Versal ACAP [Invited]
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Heterogeneous Dataflow Accelerators for Multi-DNN Workloads

Heterogeneous Dataflow Accelerators for Multi-DNN Workloads

DL Compiler Study Paper:

Does dataflow matter for DNN accelerator performance?

Does dataflow matter for DNN accelerator performance?

A huge amount has been published about deep neural network

dMazeRunner: Optimization Infrastructure for Programmable Dataflow Accelerators for Deep Learning

dMazeRunner: Optimization Infrastructure for Programmable Dataflow Accelerators for Deep Learning

Deep neural networks (DNNs) can be efficiently executed on

Dataflow Accelerators for DNNs using High-Level Synthesis | Guest Lecture at Georgia Tech

Dataflow Accelerators for DNNs using High-Level Synthesis | Guest Lecture at Georgia Tech

Dataflow Accelerators

Deep Learning Dataflow Accelerators

Deep Learning Dataflow Accelerators

Deep Learning Dataflow Accelerators

Stateful Dataflow Multigraphs: Data-Centric Performance Portability on Heterogeneous Architectures

Stateful Dataflow Multigraphs: Data-Centric Performance Portability on Heterogeneous Architectures

Speaker: Tal Ben-Nun Venue: This talk was presented as a scientific keynote at HeteroPar'2020 GitHub: ...

ISQED 2021 - Architecture, Dataflow and Physical Design Implications of 3D-ICs for DNN-Accelerators

ISQED 2021 - Architecture, Dataflow and Physical Design Implications of 3D-ICs for DNN-Accelerators

Spatial Mapping ...

Stanford Seminar -  Dataflow for convergence of AI and HPC - GroqChip!

Stanford Seminar - Dataflow for convergence of AI and HPC - GroqChip!

Dennis Abts, Groq Oskar Mencer, Maxeler/Groq May 18, 2022 This talk provides a journey through

ISCA'25 - Session 2 - H2-LLM: Hardware-Dataflow Co-Exploration for Heterogeneous Hybrid-Bonding-base

ISCA'25 - Session 2 - H2-LLM: Hardware-Dataflow Co-Exploration for Heterogeneous Hybrid-Bonding-base

ISCA'25: The 52nd International Symposium on Computer Architecture Session 2: Best Paper Nominees Session Chair: Mark Hill ...

Dataflow Hardware Acceleration of DNNs with High-Level Synthesis | Guest Lecture at Yale University

Dataflow Hardware Acceleration of DNNs with High-Level Synthesis | Guest Lecture at Yale University

Dataflow

[LATTE 23] #3: Designing a Dataflow Hardware Accelerator with an Abstract Machine

[LATTE 23] #3: Designing a Dataflow Hardware Accelerator with an Abstract Machine

Talk for the ASPLOS 2023 LATTE Workshop on "Designing a

CHARM: Composing Heterogeneous AcceleRators for Matrix Multiply on Versal ACAP [Invited]

CHARM: Composing Heterogeneous AcceleRators for Matrix Multiply on Versal ACAP [Invited]

Speaker: Peipei Zhou, University of Pittsburgh Dense matrix multiply (MM) serves as one of the most heavily used kernels in deep ...

AAA634 - Dataflow (04/27/2021)

AAA634 - Dataflow (04/27/2021)

AAA634 Advanced Processor Architecture Day 09 -