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SA-DS: A Dataset for Large Language Model-Driven AI Accelerator Design Generation
In the ever-evolving landscape of Deep Neural Networks (DNN) hardware acceleration,
unlocking the true potential of systolic array accelerators has long been hindered by the …
unlocking the true potential of systolic array accelerators has long been hindered by the …
Integration of a systolic array based hardware accelerator into a DNN operator auto-tuning framework
The deployment of neural networks on heterogeneous SoCs coupled with custom
accelerators is a challenging task because of the lack of end-to-end software tools provided …
accelerators is a challenging task because of the lack of end-to-end software tools provided …
NNASIM: An Efficient Event-Driven Simulator for DNN Accelerators with Accurate Timing and Area Models
In this paper, we propose NNASIM, an efficient timing and area accurate event-driven
simulator for custom DNN accelerators. NNASIM is a highly-modular and highly …
simulator for custom DNN accelerators. NNASIM is a highly-modular and highly …
CGRA-RISC: Simulation Infrastructure for Coupling CGRA Accelerator to RISC-V Processor
AFR Ribeiro - 2024 - search.proquest.com
The downtrend of Koomey's law, which accounts for the doubling of performance per joule
every 1.5 years, coupled with an emergent demand for high-performance and multi-domain …
every 1.5 years, coupled with an emergent demand for high-performance and multi-domain …