BitPruning: Learning Bitlengths for Aggressive and Accurate Quantization

Miloš Nikolić, Ghouthi Boukli Hacene, Ciaran Bannon +5

Neural networks have demonstrably achieved state-of-the art accuracy using low-bitlength integer quantization, yielding both execution time and energy benefits on existing hardware…