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Accelerating the Run-Time of Convolutional Neural Networks through Weight Pruning and Quantization

Energy
Islamic University of Gaza
Alhimdiat, R.; Ashour, W.; Battrawy, R.; Stricker, D.
Alhimdiat, Rajai (57223829226); Ashour, Wesam M. (57199218303); Battrawy, Ramy (55600294700); Stricker, Didier (57479589400)
57223829226; 57199218303; 55600294700; 57479589400
2023
8th International Engineering Conference on Renewable Energy and Sustainability, ieCRES 2023
Accelerating the Run-Time of Convolutional Neural Networks through Weight Pruning and Quantization
Institute of Electrical and Electronics Engineers Inc.
Department of Computer Engineering, Islamic University of Gaza, Gaza, Palestine; German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Rheinland-Pfalz, Germany
Alhimdiat, Rajai, Department of Computer Engineering, Islamic University of Gaza, Gaza, Palestine; Ashour, Wesam M., Department of Computer Engineering, Islamic University of Gaza, Gaza, Palestine; Battrawy, Ramy, German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Rheinland-Pfalz, Germany; Stricker, Didier, German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Rheinland-Pfalz, Germany
1
10.1109/ieCRES57315.2023.10209460