Training Deep Neural Networks with Joint Quantization and Pruning of Weights and Activations

Xinyu Zhang, Ian Colbert, Ken Kreutz-Delgado +1

Quantization and pruning are core techniques used to reduce the inference costs of deep neural networks. State-of-the-art quantization techniques are currently applied to both the…