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Riptide: A programmable, energy-minimal dataflow compiler and architecture
Emerging sensing applications create an unprecedented need for energy efficiency in
programmable processors. To achieve useful multi-year deployments on a small battery or …
programmable processors. To achieve useful multi-year deployments on a small battery or …
Energy efficient design of coarse-grained reconfigurable architectures: Insights, trends and challenges
Coarse-Grained Reconfigurable Architectures (CGRAs) are promising solutions to achieve
more performance with the end of Moore's law. Thanks to word-level programmability, they …
more performance with the end of Moore's law. Thanks to word-level programmability, they …
Lisa: Graph neural network based portable map** 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 …
Aurora: Automated refinement of coarse-grained reconfigurable accelerators
Coarse-grained reconfigurable arrays (CGRAs), loosely defined as arrays of functional units
interconnected through a network-on-chip (NoC), provide higher flexibility than domain …
interconnected through a network-on-chip (NoC), provide higher flexibility than domain …
Opencgra: Democratizing coarse-grained reconfigurable arrays
Reconfigurable architectures are today experiencing a renewed interest for their ability to
provide specialization without sacrificing the capability to adapt to disparate workloads …
provide specialization without sacrificing the capability to adapt to disparate workloads …
Tram: An open-source template-based reconfigurable architecture modeling framework
Y Qiu, Y Cao, Y Dai, W Yin… - 2022 32nd International …, 2022 - ieeexplore.ieee.org
Coarse-grained reconfigurable architecture (CGRA) is a promising accelerator design
choice due to its high performance and power efficiency in the computation or data-intensive …
choice due to its high performance and power efficiency in the computation or data-intensive …
AHA: An agile approach to the design of coarse-grained reconfigurable accelerators and compilers
With the slowing of Moore's law, computer architects have turned to domain-specific
hardware specialization to continue improving the performance and efficiency of computing …
hardware specialization to continue improving the performance and efficiency of computing …
Taskstream: Accelerating task-parallel workloads by recovering program structure
Reconfigurable accelerators, like CGRAs and dataflow architectures, have come to
prominence for addressing data-processing problems. However, they are largely limited to …
prominence for addressing data-processing problems. However, they are largely limited to …
Unified buffer: Compiling image processing and machine learning applications to push-memory accelerators
Image processing and machine learning applications benefit tremendously from hardware
acceleration. Existing compilers target either FPGAs, which sacrifice power and performance …
acceleration. Existing compilers target either FPGAs, which sacrifice power and performance …
DRIPS: Dynamic rebalancing of pipelined streaming applications on CGRAs
Coarse-grained reconfigurable arrays (CGRAs) provide higher flexibility than application-
specific integrated circuits (ASICs) and higher efficiency than fine-grained reconfigurable …
specific integrated circuits (ASICs) and higher efficiency than fine-grained reconfigurable …