Fifer: Practical acceleration of irregular applications on reconfigurable architectures
Coarse-grain reconfigurable arrays (CGRAs) can achieve much higher performance and
efficiency than general-purpose cores, approaching the performance of a specialized design …
efficiency than general-purpose cores, approaching the performance of a specialized design …
Lisa: Graph neural network based portable mapping on spatial accelerators
Spatial accelerators, such as Coarse-Grained Reconfigurable Arrays (CGRA), provide a
promising pathway to scale the performance and power efficiency of computing systems …
promising pathway to scale the performance and power efficiency of computing systems …
Genmap: A genetic algorithmic approach for optimizing spatial mapping of coarse-grained reconfigurable architectures
Coarse-grained reconfigurable architectures (CGRAs) are expected to be used for
embedded systems, Internet of Things (IoT) devices, and edge computing thanks to their …
embedded systems, Internet of Things (IoT) devices, and edge computing thanks to their …
Towards higher performance and robust compilation for cgra modulo scheduling
Z Zhao, W Sheng, Q Wang, W Yin, P Ye… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Coarse-Grained Reconfigurable Architectures (CGRA) is a promising solution for
accelerating computation intensive tasks due to its good trade-off in energy efficiency and …
accelerating computation intensive tasks due to its good trade-off in energy efficiency and …
Traversal: A fast and adaptive graph-based placement and routing for cgras
M Canesche, M Menezes, W Carvalho… - … on Computer-Aided …, 2020 - ieeexplore.ieee.org
Coarse grain reconfigurable architectures (CGRAs) are an emerging hybrid computational
architecture that has the parallel customization benefits of low-level logic devices, such as …
architecture that has the parallel customization benefits of low-level logic devices, such as …
Mapzero: Mapping for coarse-grained reconfigurable architectures with reinforcement learning and monte-carlo tree search
Coarse-grained reconfigurable architecture (CGRA) has become a promising candidate for
data-intensive computing due to its flexibility and high energy efficiency. CGRA compilers …
data-intensive computing due to its flexibility and high energy efficiency. CGRA compilers …
Coarse-Grained Reconfigurable Array (CGRA)
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 …
offers high performance, energy efficiency, as well as flexibility to support a wide range of …
Twenty years of automated methods for mapping applications on cgra
KJM Martin - 2022 IEEE international parallel and distributed …, 2022 - ieeexplore.ieee.org
Coarse-Grained Reconfigurable Architectures (CGRAs) emerged about 30 years ago. The
very first CGRAs were programmed manually. Fortunately, some compilation approaches …
very first CGRAs were programmed manually. Fortunately, some compilation approaches …
Mapping-aware kernel partitioning method for cgras assisted by deep learning
Coarse-grained reconfigurable architectures (CGRAs) provide high energy efficiency with
word-level programmability rather than bit-level ones such as FPGAs. The coarser …
word-level programmability rather than bit-level ones such as FPGAs. The coarser …
GCN-RA: A graph convolutional network-based resource allocator for reconfigurable systems
SM Mohtavipour, HS Shahhoseini - Journal of Computational Science, 2023 - Elsevier
Nowadays, hardware architectures with various reconfiguration capabilities provide
significant computational speedup using parallelism and concurrency features. However …
significant computational speedup using parallelism and concurrency features. However …