Per-Tensor Fixed-Point Quantization of the Back-Propagation Algorithm

Charbel Sakr, Naresh Shanbhag

The high computational and parameter complexity of neural networks makes their training very slow and difficult to deploy on energy and storage-constrained computing systems. Many…