Tag: activations

DQA: An Efficient Method for Deep Quantization of Deep Neural Network Activations arXiv:2412.09687v1 Announce Type: cross Abstract: Quantization of Deep Neural Network (DNN) activations is a commonly used technique to reduce compute and memory demands during DNN inference, which can be particularly beneficial on resource-constrained devices. To achieve high accuracy, existing methods for quantizing activations…