Search Results for author: Shreyas Ravishankar

Found 1 papers, 0 papers with code

DRACO: Co-Optimizing Hardware Utilization, and Performance of DNNs on Systolic Accelerator

no code implementations26 Jun 2020 Nandan Kumar Jha, Shreyas Ravishankar, Sparsh Mittal, Arvind Kaushik, Dipan Mandal, Mahesh Chandra

The number of processing elements (PEs) in a fixed-sized systolic accelerator is well matched for large and compute-bound DNNs; whereas, memory-bound DNNs suffer from PE underutilization and fail to achieve peak performance and energy efficiency.

Computational Efficiency

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