Adaptive Precision Training (AdaPT): A dynamic fixed point quantized training approach for DNNs

no code implementations • 28 Jul 2021 • Lorenz Kummer, Kevin Sidak, Tabea Reichmann, Wilfried Gansterer

While work on quantized training exists, most approaches require refinement in full precision (usually single precision) in the final training phase or enforce a global word length across the entire DNN.

Quantization