DNA-TEQ: An Adaptive Exponential Quantization of Tensors for DNN Inference

Bahareh Khabbazan, Marc Riera, Antonio González

Quantization is commonly used in Deep Neural Networks (DNNs) to reduce the storage and computational complexity by decreasing the arithmetical precision of activations and weights,…