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4. Dnn-Chip Predictor: An Analytical Performance Predictor For Dnn Accelerators With Various Dataflows And Hardware Architectures

Dnn-Chip Predictor: An Analytical Performance Predictor For Dnn Accelerators With Various Dataflows And Hardware Architectures

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IEEE ICASSP 2020 Virtual Conference May 2020

The recent breakthroughs in deep neural networks (DNNs) have spurred a tremendously increased demand for DNN accelerators. However, designing DNN accelerators is non-trivial as it often takes months/years and requires cross-disciplinary knowledge. To enab

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Dnn-Chip Predictor: An Analytical Performance Predictor For Dnn Accelerators With Various Dataflows And Hardware Architectures

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The recent breakthroughs in deep neural networks (DNNs) have spurred a tremendously increased demand for DNN accelerators. However, designing DNN accelerators is non-trivial as it often takes months/years and requires cross-disciplinary knowledge. To enab