Doping: A technique for efficient compression of LSTM models using sparse structured additive matrices

Urmish Thakker, Paul N. Whatmough, Zhigang Liu +2

Structured matrices, such as those derived from Kronecker products (KP), are effective at compressing neural networks, but can lead to unacceptable accuracy loss when applied to la…