[PDF][PDF] Morpher: An open-source integrated compilation and simulation framework for cgra

D Wijerathne, Z Li, M Karunaratne… - Fifth Workshop on …, 2022 - woset-workshop.github.io
This paper presents Morpher, an open-source endto-end compilation and simulation
framework, to assist design space exploration and application-level developments of CGRA …

High performance, low power matrix multiply design on acap: from architecture, design challenges and dse perspectives

J Zhuang, Z Yang, P Zhou - 2023 60th ACM/IEEE Design …, 2023 - ieeexplore.ieee.org
As the increasing complexity of Neural Network (NN) models leads to high demands for
computation, AMD introduces a heterogeneous programmable system-on-chip (SoC), ie …

Coarse-grained reconfigurable architectures for radio baseband processing: A survey

Z Hassan, A Ometov, ES Lohan, J Nurmi - Journal of Systems Architecture, 2024 - Elsevier
Emerging communication technologies, such as 5G and beyond, have introduced diverse
requirements that demand high performance and energy efficiency at all levels …

Coarse-Grained Reconfigurable Array (CGRA)

Z Li, D Wijerathne, T Mitra - Handbook of Computer Architecture, 2022 - Springer
Coarse-grained reconfigurable array (CGRA) is a promising class of spatial accelerator that
offers high performance, energy efficiency, as well as flexibility to support a wide range of …

FDRA: A Framework for a Dynamically Reconfigurable Accelerator Supporting Multi-Level Parallelism

Y Qiu, Y Mao, X Gao, S Chen, J Li, W Yin… - ACM Transactions on …, 2024 - dl.acm.org
Coarse-grained reconfigurable architectures (CGRAs) have emerged as promising
accelerators due to their high flexibility and energy efficiency. However, existing open …

Rewriting History: Repurposing Domain-Specific CGRAs

J Woodruff, T Koehler, A Brauckmann… - arXiv preprint arXiv …, 2023 - arxiv.org
Coarse-grained reconfigurable arrays (CGRAs) are domain-specific devices promising both
the flexibility of FPGAs and the performance of ASICs. However, with restricted domains …

Flip: Data-centric Edge CGRA Accelerator

D Wu, P Chen*, TK Bandara, Z Li, T Mitra - ACM Transactions on Design …, 2023 - dl.acm.org
Coarse-Grained Reconfigurable Arrays (CGRA) are promising edge accelerators due to the
outstanding balance in flexibility, performance, and energy efficiency. Classic CGRAs …

HierCGRA: A Novel Framework for Large-scale CGRA with Hierarchical Modeling and Automated Design Space Exploration

S Chen, C Cai, S Zheng, J Li, G Zhu, J Li… - ACM Transactions on …, 2024 - dl.acm.org
Coarse-grained reconfigurable arrays (CGRAs) are promising design choices in
computation-intensive domains, since they can strike a balance between energy efficiency …

Pipelined CNN Inference on Heterogeneous Multi-processor System-on-Chip

E Aghapour, Y Zhang, A Pathania, T Mitra - Embedded Machine Learning …, 2023 - Springer
Convolutional neural networks (CNNs)-based inference is a quintessential component in
mobile machine learning applications. Privacy and real-time response requirements require …

BusMap: Application Mapping With Bus Routing for Coarse-Grained Reconfigurable Array

X Ni, M Ge, Y Tao, W Sun, F Duan, X Bai… - … on Circuits and …, 2023 - ieeexplore.ieee.org
Coarse-grained reconfigurable array (CGRA) has gained popularity in compute-intensive
applications because of its flexibility and energy-efficiency. When mapping the data flow …