A new performance-modeling and search tool, Polaris, uses transfer learning and online RTL simulation to find deep learning accelerator designs with 2.7x lower energy-delay product than the prior DOSA tool.
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Polaris: Multi-Fidelity Design Space Exploration of Deep Learning Accelerators
A new performance-modeling and search tool, Polaris, uses transfer learning and online RTL simulation to find deep learning accelerator designs with 2.7x lower energy-delay product than the prior DOSA tool.