Weightless: Lossy Weight Encoding For Deep Neural Network Compression

Brandon Reagen, Udit Gupta, Robert Adolf +4

The large memory requirements of deep neural networks limit their deployment and adoption on many devices. Model compression methods effectively reduce the memory requirements of t…